diff --git a/WORKSPACE b/WORKSPACE
index 2cd936bf3..21f677901 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -110,6 +110,7 @@ python_init_repositories(
         "3.9": "//oss_scripts/pip_package:requirements_lock_3_9.txt",
         "3.10": "//oss_scripts/pip_package:requirements_lock_3_10.txt",
         "3.11": "//oss_scripts/pip_package:requirements_lock_3_11.txt",
+        "3.12": "//oss_scripts/pip_package:requirements_lock_3_12.txt",
     },
     default_python_version = "system",
 )
diff --git a/oss_scripts/build.Dockerfile.aarch64 b/oss_scripts/build.Dockerfile.aarch64
new file mode 100644
index 000000000..cf29aae7a
--- /dev/null
+++ b/oss_scripts/build.Dockerfile.aarch64
@@ -0,0 +1,37 @@
+# Constructs the environment within which we will build the tensorflow-text
+# pip wheels.
+
+FROM linaro/tensorflow-arm64-build:2.16-multipython
+LABEL maintainer="TensorFlow-Text team <tf-text-team@google.com>"
+
+ARG PYTHON_VERSION
+
+ENV DEBIAN_FRONTEND=noninteractive
+ENV PYTHON_BIN_PATH=/usr/bin/python${PYTHON_VERSION}
+
+# Install supplementary Python interpreters
+RUN ln -s ${PYTHON_BIN_PATH} /usr/local/bin/python && \
+    ln -s ${PYTHON_BIN_PATH} /usr/local/bin/python3 && \
+    ln -s ${PYTHON_BIN_PATH} /usr/bin/python
+
+RUN --mount=type=cache,target=/var/cache/apt \
+  apt update && \
+  apt install -yqq \
+    apt-utils \
+    build-essential \
+    checkinstall \
+    libffi-dev
+
+# Install pip dependencies needed for tensorflow-text
+RUN --mount=type=cache,target=/root/.cache \
+  ${PYTHON_BIN_PATH} -m pip install -U pip && \
+  ${PYTHON_BIN_PATH} -m pip install -U \
+    absl-py \
+    auditwheel \
+    etils[epath] \
+    patchelf \
+    setuptools \
+    twine \
+    wheel;
+
+WORKDIR "/tmp/tensorflow_text"
diff --git a/oss_scripts/build.Dockerfile.x86_64 b/oss_scripts/build.Dockerfile.x86_64
new file mode 100644
index 000000000..51bf19713
--- /dev/null
+++ b/oss_scripts/build.Dockerfile.x86_64
@@ -0,0 +1,32 @@
+# Constructs the environment within which we will build the tensorflow-text
+# pip wheels.
+
+ARG PYTHON_VERSION
+FROM tensorflow/build:2.18-python${PYTHON_VERSION}
+LABEL maintainer="TensorFlow-Text team <tf-text-team@google.com>"
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Install supplementary Python interpreters
+RUN mkdir /tmp/python
+RUN --mount=type=cache,target=/var/cache/apt \
+  apt update && \
+  apt install -yqq \
+    apt-utils \
+    build-essential \
+    checkinstall \
+    libffi-dev
+
+# Install pip dependencies needed for tensorflow text.
+RUN --mount=type=cache,target=/root/.cache \
+  python${PYTHON_VERSION} -m pip install -U pip && \
+  python${PYTHON_VERSION} -m pip install -U \
+    absl-py \
+    auditwheel \
+    etils[epath] \
+    patchelf \
+    setuptools \
+    twine \
+    wheel;
+
+WORKDIR "/tmp/tensorflow_text"
diff --git a/oss_scripts/build_docs.py b/oss_scripts/build_docs.py
index eda05fc36..48341e6de 100644
--- a/oss_scripts/build_docs.py
+++ b/oss_scripts/build_docs.py
@@ -13,6 +13,20 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Copyright 2024 TF.Text Authors.
+#
+# 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.
+
 r"""Tool to generate external api_docs.
 
 python build_docs.py --output_dir=/tmp/text_api
diff --git a/oss_scripts/configure.sh b/oss_scripts/configure.sh
index 7ad642449..9e541eee6 100755
--- a/oss_scripts/configure.sh
+++ b/oss_scripts/configure.sh
@@ -38,15 +38,10 @@ if [[ $(pip show tensorflow) == *tensorflow* ]] ||
   echo 'Using installed tensorflow.'
 else
   echo 'Installing tensorflow.'
-  if is_macos; then
-    #  Only Apple Silicon will be installed with tensorflow-macos.
-    if [[ x"$(arch)" == x"arm64" ]]; then
-      pip install tensorflow-macos==2.16.1
-    else
-      pip install tensorflow==2.16.1
-    fi
+  if [[ "$IS_NIGHTLY" == "nightly" ]]; then
+    pip install tf-nightly
   else
-    pip install tensorflow==2.16.1
+    pip install tensorflow==2.18.0
   fi
 fi
 
@@ -58,8 +53,6 @@ curl https://raw.githubusercontent.com/tensorflow/tensorflow/master/.bazelrc -o
 # This line breaks Windows builds, so we remove it.
 sed -i -e 's/build --noincompatible_remove_legacy_whole_archive//' .bazelrc
 
-# the next line is temporary to aid in transition
-write_to_bazelrc "build:manylinux2010 --config=release_cpu_linux"
 write_to_bazelrc "build:manylinux2014 --config=release_cpu_linux"
 
 if (which python3) | grep -q "python3"; then
diff --git a/oss_scripts/docker_builds.sh b/oss_scripts/docker_builds.sh
new file mode 100755
index 000000000..50fe0db19
--- /dev/null
+++ b/oss_scripts/docker_builds.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+# This script builds a docker container, and pip wheels for all supported
+# Python versions.  Run from the root tensorflow-text directory:
+#
+# ./oss_scripts/docker_builds.sh
+
+set -e -x
+
+# If a specific PYTHON_VERSION is specified, only build that one.
+# Otherwisebuild all supported versions.
+python_versions=("3.9" "3.10" "3.11" "3.12")
+if [[ ! -z ${PYTHON_VERSION+x} ]]; then
+  python_versions=("$PYTHON_VERSION")
+fi
+
+# Clean previous images.
+for python_version in ${python_versions[@]}
+do
+  docker rmi -f tensorflow_text:${python_version} || true
+done
+
+arch=$(uname -m)
+build_args=()
+if [ "$arch" == "x86_64" ]; then
+  build_args+=("--config=release_cpu_linux")
+  build_args+=("--platforms=@sigbuild-r2.17-clang_config_platform//:platform")
+  auditwheel_platform="manylinux2014_x86_64"
+elif [ "$arch" == "aarch64" ]; then
+  build_args+=("--crosstool_top=@ml2014_aarch64_config_aarch64//crosstool:toolchain")
+  auditwheel_platform="manylinux2014_aarch64"
+fi
+
+# Build wheel for each Python version.
+for python_version in ${python_versions[@]}
+do
+  DOCKER_BUILDKIT=1 docker build --progress=plain --no-cache \
+    --build-arg HERMETIC_PYTHON_VERSION=${python_version} --build-arg PYTHON_VERSION=${python_version} \
+    -t tensorflow_text:${python_version} - < "oss_scripts/build.Dockerfile.${arch}"
+
+  docker run --rm -a stdin -a stdout -a stderr \
+    --env PYTHON_VERSION=${python_version} \
+    --env HERMETIC_PYTHON_VERSION=${python_version} \
+    --env BUILD_ARGS=${build_args} \
+    --env AUDITWHEEL_PLATFORM=${auditwheel_platform} \
+    --env IS_NIGHTLY=${IS_NIGHTLY} \
+    -v $PWD:/tmp/tensorflow_text \
+    --name tensorflow_text tensorflow_text:${python_version} \
+    bash oss_scripts/run_build.sh
+done
diff --git a/oss_scripts/pip_package/requirements.in b/oss_scripts/pip_package/requirements.in
index 54540bf47..5e64e4250 100644
--- a/oss_scripts/pip_package/requirements.in
+++ b/oss_scripts/pip_package/requirements.in
@@ -1,3 +1,5 @@
+# ai-edge-litert
+setuptools==70.0.0
 tensorflow
 tf-keras
 tensorflow-datasets
diff --git a/oss_scripts/pip_package/requirements_lock_3_10.txt b/oss_scripts/pip_package/requirements_lock_3_10.txt
index eda02efd2..cf87ea389 100644
--- a/oss_scripts/pip_package/requirements_lock_3_10.txt
+++ b/oss_scripts/pip_package/requirements_lock_3_10.txt
@@ -10,11 +10,11 @@ absl-py==2.1.0 \
     # via
     #   array-record
     #   etils
-    #   keras
-    #   tensorboard
-    #   tensorflow
+    #   keras-nightly
+    #   tb-nightly
     #   tensorflow-datasets
     #   tensorflow-metadata
+    #   tf-nightly
 array-record==0.5.1 \
     --hash=sha256:248fb29086cb3a6322a5d8b8332d77713a030bc54f0bacdf215a6d3185f73f90 \
     --hash=sha256:6ebe99f37e3a797322f4f5cfc6902b5e852012ba2729fac628aad6affb225247 \
@@ -28,102 +28,117 @@ array-record==0.5.1 \
 astunparse==1.6.3 \
     --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
     --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
-    # via tensorflow
-certifi==2024.6.2 \
-    --hash=sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516 \
-    --hash=sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56
+    # via tf-nightly
+certifi==2024.8.30 \
+    --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
+    --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9
     # via requests
-charset-normalizer==3.3.2 \
-    --hash=sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027 \
-    --hash=sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087 \
-    --hash=sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786 \
-    --hash=sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8 \
-    --hash=sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09 \
-    --hash=sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185 \
-    --hash=sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574 \
-    --hash=sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e \
-    --hash=sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519 \
-    --hash=sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898 \
-    --hash=sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269 \
-    --hash=sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3 \
-    --hash=sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f \
-    --hash=sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6 \
-    --hash=sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8 \
-    --hash=sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a \
-    --hash=sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73 \
-    --hash=sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc \
-    --hash=sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714 \
-    --hash=sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2 \
-    --hash=sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc \
-    --hash=sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce \
-    --hash=sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d \
-    --hash=sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e \
-    --hash=sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6 \
-    --hash=sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269 \
-    --hash=sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96 \
-    --hash=sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d \
-    --hash=sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a \
-    --hash=sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4 \
-    --hash=sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77 \
-    --hash=sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d \
-    --hash=sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0 \
-    --hash=sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed \
-    --hash=sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068 \
-    --hash=sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac \
-    --hash=sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25 \
-    --hash=sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8 \
-    --hash=sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab \
-    --hash=sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26 \
-    --hash=sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2 \
-    --hash=sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db \
-    --hash=sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f \
-    --hash=sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5 \
-    --hash=sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99 \
-    --hash=sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c \
-    --hash=sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d \
-    --hash=sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811 \
-    --hash=sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa \
-    --hash=sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a \
-    --hash=sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03 \
-    --hash=sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b \
-    --hash=sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04 \
-    --hash=sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c \
-    --hash=sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001 \
-    --hash=sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458 \
-    --hash=sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389 \
-    --hash=sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99 \
-    --hash=sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985 \
-    --hash=sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537 \
-    --hash=sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238 \
-    --hash=sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f \
-    --hash=sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d \
-    --hash=sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796 \
-    --hash=sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a \
-    --hash=sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143 \
-    --hash=sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8 \
-    --hash=sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c \
-    --hash=sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5 \
-    --hash=sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5 \
-    --hash=sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711 \
-    --hash=sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4 \
-    --hash=sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6 \
-    --hash=sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c \
-    --hash=sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7 \
-    --hash=sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4 \
-    --hash=sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b \
-    --hash=sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae \
-    --hash=sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12 \
-    --hash=sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c \
-    --hash=sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae \
-    --hash=sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8 \
-    --hash=sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887 \
-    --hash=sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b \
-    --hash=sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4 \
-    --hash=sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f \
-    --hash=sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5 \
-    --hash=sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33 \
-    --hash=sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519 \
-    --hash=sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561
+charset-normalizer==3.4.0 \
+    --hash=sha256:0099d79bdfcf5c1f0c2c72f91516702ebf8b0b8ddd8905f97a8aecf49712c621 \
+    --hash=sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6 \
+    --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \
+    --hash=sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912 \
+    --hash=sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c \
+    --hash=sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b \
+    --hash=sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d \
+    --hash=sha256:130272c698667a982a5d0e626851ceff662565379baf0ff2cc58067b81d4f11d \
+    --hash=sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95 \
+    --hash=sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e \
+    --hash=sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565 \
+    --hash=sha256:1ffd9493de4c922f2a38c2bf62b831dcec90ac673ed1ca182fe11b4d8e9f2a64 \
+    --hash=sha256:2006769bd1640bdf4d5641c69a3d63b71b81445473cac5ded39740a226fa88ab \
+    --hash=sha256:20587d20f557fe189b7947d8e7ec5afa110ccf72a3128d61a2a387c3313f46be \
+    --hash=sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e \
+    --hash=sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907 \
+    --hash=sha256:285e96d9d53422efc0d7a17c60e59f37fbf3dfa942073f666db4ac71e8d726d0 \
+    --hash=sha256:2de62e8801ddfff069cd5c504ce3bc9672b23266597d4e4f50eda28846c322f2 \
+    --hash=sha256:2f6c34da58ea9c1a9515621f4d9ac379871a8f21168ba1b5e09d74250de5ad62 \
+    --hash=sha256:309a7de0a0ff3040acaebb35ec45d18db4b28232f21998851cfa709eeff49d62 \
+    --hash=sha256:35c404d74c2926d0287fbd63ed5d27eb911eb9e4a3bb2c6d294f3cfd4a9e0c23 \
+    --hash=sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc \
+    --hash=sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284 \
+    --hash=sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca \
+    --hash=sha256:425c5f215d0eecee9a56cdb703203dda90423247421bf0d67125add85d0c4455 \
+    --hash=sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858 \
+    --hash=sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b \
+    --hash=sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594 \
+    --hash=sha256:4796efc4faf6b53a18e3d46343535caed491776a22af773f366534056c4e1fbc \
+    --hash=sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db \
+    --hash=sha256:4b67fdab07fdd3c10bb21edab3cbfe8cf5696f453afce75d815d9d7223fbe88b \
+    --hash=sha256:4ec9dd88a5b71abfc74e9df5ebe7921c35cbb3b641181a531ca65cdb5e8e4dea \
+    --hash=sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6 \
+    --hash=sha256:54b6a92d009cbe2fb11054ba694bc9e284dad30a26757b1e372a1fdddaf21920 \
+    --hash=sha256:55f56e2ebd4e3bc50442fbc0888c9d8c94e4e06a933804e2af3e89e2f9c1c749 \
+    --hash=sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7 \
+    --hash=sha256:5d447056e2ca60382d460a604b6302d8db69476fd2015c81e7c35417cfabe4cd \
+    --hash=sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99 \
+    --hash=sha256:5ff2ed8194587faf56555927b3aa10e6fb69d931e33953943bc4f837dfee2242 \
+    --hash=sha256:62f60aebecfc7f4b82e3f639a7d1433a20ec32824db2199a11ad4f5e146ef5ee \
+    --hash=sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129 \
+    --hash=sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2 \
+    --hash=sha256:6b493a043635eb376e50eedf7818f2f322eabbaa974e948bd8bdd29eb7ef2a51 \
+    --hash=sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee \
+    --hash=sha256:6fd30dc99682dc2c603c2b315bded2799019cea829f8bf57dc6b61efde6611c8 \
+    --hash=sha256:707b82d19e65c9bd28b81dde95249b07bf9f5b90ebe1ef17d9b57473f8a64b7b \
+    --hash=sha256:7706f5850360ac01d80c89bcef1640683cc12ed87f42579dab6c5d3ed6888613 \
+    --hash=sha256:7782afc9b6b42200f7362858f9e73b1f8316afb276d316336c0ec3bd73312742 \
+    --hash=sha256:79983512b108e4a164b9c8d34de3992f76d48cadc9554c9e60b43f308988aabe \
+    --hash=sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3 \
+    --hash=sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5 \
+    --hash=sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631 \
+    --hash=sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7 \
+    --hash=sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15 \
+    --hash=sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c \
+    --hash=sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea \
+    --hash=sha256:9289fd5dddcf57bab41d044f1756550f9e7cf0c8e373b8cdf0ce8773dc4bd417 \
+    --hash=sha256:92a7e36b000bf022ef3dbb9c46bfe2d52c047d5e3f3343f43204263c5addc250 \
+    --hash=sha256:92db3c28b5b2a273346bebb24857fda45601aef6ae1c011c0a997106581e8a88 \
+    --hash=sha256:95c3c157765b031331dd4db3c775e58deaee050a3042fcad72cbc4189d7c8dca \
+    --hash=sha256:980b4f289d1d90ca5efcf07958d3eb38ed9c0b7676bf2831a54d4f66f9c27dfa \
+    --hash=sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99 \
+    --hash=sha256:9c98230f5042f4945f957d006edccc2af1e03ed5e37ce7c373f00a5a4daa6149 \
+    --hash=sha256:9fa2566ca27d67c86569e8c85297aaf413ffab85a8960500f12ea34ff98e4c41 \
+    --hash=sha256:a14969b8691f7998e74663b77b4c36c0337cb1df552da83d5c9004a93afdb574 \
+    --hash=sha256:a8aacce6e2e1edcb6ac625fb0f8c3a9570ccc7bfba1f63419b3769ccf6a00ed0 \
+    --hash=sha256:a8e538f46104c815be19c975572d74afb53f29650ea2025bbfaef359d2de2f7f \
+    --hash=sha256:aa41e526a5d4a9dfcfbab0716c7e8a1b215abd3f3df5a45cf18a12721d31cb5d \
+    --hash=sha256:aa693779a8b50cd97570e5a0f343538a8dbd3e496fa5dcb87e29406ad0299654 \
+    --hash=sha256:ab22fbd9765e6954bc0bcff24c25ff71dcbfdb185fcdaca49e81bac68fe724d3 \
+    --hash=sha256:ab2e5bef076f5a235c3774b4f4028a680432cded7cad37bba0fd90d64b187d19 \
+    --hash=sha256:ab973df98fc99ab39080bfb0eb3a925181454d7c3ac8a1e695fddfae696d9e90 \
+    --hash=sha256:af73657b7a68211996527dbfeffbb0864e043d270580c5aef06dc4b659a4b578 \
+    --hash=sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9 \
+    --hash=sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1 \
+    --hash=sha256:b8831399554b92b72af5932cdbbd4ddc55c55f631bb13ff8fe4e6536a06c5c51 \
+    --hash=sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719 \
+    --hash=sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236 \
+    --hash=sha256:bd7af3717683bea4c87acd8c0d3d5b44d56120b26fd3f8a692bdd2d5260c620a \
+    --hash=sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c \
+    --hash=sha256:c3e446d253bd88f6377260d07c895816ebf33ffffd56c1c792b13bff9c3e1ade \
+    --hash=sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944 \
+    --hash=sha256:c94057af19bc953643a33581844649a7fdab902624d2eb739738a30e2b3e60fc \
+    --hash=sha256:cab5d0b79d987c67f3b9e9c53f54a61360422a5a0bc075f43cab5621d530c3b6 \
+    --hash=sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6 \
+    --hash=sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27 \
+    --hash=sha256:d5b054862739d276e09928de37c79ddeec42a6e1bfc55863be96a36ba22926f6 \
+    --hash=sha256:dbe03226baf438ac4fda9e2d0715022fd579cb641c4cf639fa40d53b2fe6f3e2 \
+    --hash=sha256:dc15e99b2d8a656f8e666854404f1ba54765871104e50c8e9813af8a7db07f12 \
+    --hash=sha256:dcaf7c1524c0542ee2fc82cc8ec337f7a9f7edee2532421ab200d2b920fc97cf \
+    --hash=sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114 \
+    --hash=sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7 \
+    --hash=sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf \
+    --hash=sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d \
+    --hash=sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b \
+    --hash=sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed \
+    --hash=sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03 \
+    --hash=sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4 \
+    --hash=sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67 \
+    --hash=sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365 \
+    --hash=sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a \
+    --hash=sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748 \
+    --hash=sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b \
+    --hash=sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079 \
+    --hash=sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482
     # via requests
 click==8.1.7 \
     --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
@@ -181,121 +196,136 @@ docstring-parser==0.16 \
     --hash=sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e \
     --hash=sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637
     # via simple-parsing
-etils[array-types,enp,epath,epy,etqdm,etree]==1.7.0 \
-    --hash=sha256:61af8f7c242171de15e22e5da02d527cb9e677d11f8bcafe18fcc3548eee3e60 \
-    --hash=sha256:97b68fd25e185683215286ef3a54e38199b6245f5fe8be6bedc1189be4256350
+etils[array-types,edc,enp,epath,epy,etqdm,etree]==1.10.0 \
+    --hash=sha256:0777fe60a234b4c65ca53470fc64f2dd2d0c6bca7fcc623fdaa8d7fa5a317098 \
+    --hash=sha256:4eaa9d7248fd4eeb75e44d47ca29875a5ccea044cc14a17435794bf8ac116a05
     # via
     #   array-record
     #   tensorflow-datasets
 flatbuffers==24.3.25 \
     --hash=sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812 \
     --hash=sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4
-    # via tensorflow
-fsspec==2024.6.0 \
-    --hash=sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee \
-    --hash=sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2
+    # via tf-nightly
+fsspec==2024.10.0 \
+    --hash=sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871 \
+    --hash=sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493
     # via etils
-gast==0.5.4 \
-    --hash=sha256:6fc4fa5fa10b72fb8aab4ae58bcb023058386e67b6fa2e3e34cec5c769360316 \
-    --hash=sha256:9c270fe5f4b130969b54174de7db4e764b09b4f7f67ccfc32480e29f78348d97
-    # via tensorflow
+gast==0.6.0 \
+    --hash=sha256:52b182313f7330389f72b069ba00f174cfe2a06411099547288839c6cbafbd54 \
+    --hash=sha256:88fc5300d32c7ac6ca7b515310862f71e6fdf2c029bbec7c66c0f5dd47b6b1fb
+    # via tf-nightly
 google-pasta==0.2.0 \
     --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
     --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
     --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
-    # via tensorflow
-grpcio==1.64.1 \
-    --hash=sha256:03b43d0ccf99c557ec671c7dede64f023c7da9bb632ac65dbc57f166e4970040 \
-    --hash=sha256:0a12ddb1678ebc6a84ec6b0487feac020ee2b1659cbe69b80f06dbffdb249122 \
-    --hash=sha256:0a2813093ddb27418a4c99f9b1c223fab0b053157176a64cc9db0f4557b69bd9 \
-    --hash=sha256:0cc79c982ccb2feec8aad0e8fb0d168bcbca85bc77b080d0d3c5f2f15c24ea8f \
-    --hash=sha256:1257b76748612aca0f89beec7fa0615727fd6f2a1ad580a9638816a4b2eb18fd \
-    --hash=sha256:1262402af5a511c245c3ae918167eca57342c72320dffae5d9b51840c4b2f86d \
-    --hash=sha256:19264fc964576ddb065368cae953f8d0514ecc6cb3da8903766d9fb9d4554c33 \
-    --hash=sha256:198908f9b22e2672a998870355e226a725aeab327ac4e6ff3a1399792ece4762 \
-    --hash=sha256:1de403fc1305fd96cfa75e83be3dee8538f2413a6b1685b8452301c7ba33c294 \
-    --hash=sha256:20405cb8b13fd779135df23fabadc53b86522d0f1cba8cca0e87968587f50650 \
-    --hash=sha256:2981c7365a9353f9b5c864595c510c983251b1ab403e05b1ccc70a3d9541a73b \
-    --hash=sha256:2c3c1b90ab93fed424e454e93c0ed0b9d552bdf1b0929712b094f5ecfe7a23ad \
-    --hash=sha256:39b9d0acaa8d835a6566c640f48b50054f422d03e77e49716d4c4e8e279665a1 \
-    --hash=sha256:3b64ae304c175671efdaa7ec9ae2cc36996b681eb63ca39c464958396697daff \
-    --hash=sha256:4657d24c8063e6095f850b68f2d1ba3b39f2b287a38242dcabc166453e950c59 \
-    --hash=sha256:4d6dab6124225496010bd22690f2d9bd35c7cbb267b3f14e7a3eb05c911325d4 \
-    --hash=sha256:55260032b95c49bee69a423c2f5365baa9369d2f7d233e933564d8a47b893027 \
-    --hash=sha256:55697ecec192bc3f2f3cc13a295ab670f51de29884ca9ae6cd6247df55df2502 \
-    --hash=sha256:5841dd1f284bd1b3d8a6eca3a7f062b06f1eec09b184397e1d1d43447e89a7ae \
-    --hash=sha256:58b1041e7c870bb30ee41d3090cbd6f0851f30ae4eb68228955d973d3efa2e61 \
-    --hash=sha256:5e42634a989c3aa6049f132266faf6b949ec2a6f7d302dbb5c15395b77d757eb \
-    --hash=sha256:5e56462b05a6f860b72f0fa50dca06d5b26543a4e88d0396259a07dc30f4e5aa \
-    --hash=sha256:5f8b75f64d5d324c565b263c67dbe4f0af595635bbdd93bb1a88189fc62ed2e5 \
-    --hash=sha256:62b4e6eb7bf901719fce0ca83e3ed474ae5022bb3827b0a501e056458c51c0a1 \
-    --hash=sha256:6503b64c8b2dfad299749cad1b595c650c91e5b2c8a1b775380fcf8d2cbba1e9 \
-    --hash=sha256:6c024ffc22d6dc59000faf8ad781696d81e8e38f4078cb0f2630b4a3cf231a90 \
-    --hash=sha256:73819689c169417a4f978e562d24f2def2be75739c4bed1992435d007819da1b \
-    --hash=sha256:75dbbf415026d2862192fe1b28d71f209e2fd87079d98470db90bebe57b33179 \
-    --hash=sha256:8caee47e970b92b3dd948371230fcceb80d3f2277b3bf7fbd7c0564e7d39068e \
-    --hash=sha256:8d51dd1c59d5fa0f34266b80a3805ec29a1f26425c2a54736133f6d87fc4968a \
-    --hash=sha256:940e3ec884520155f68a3b712d045e077d61c520a195d1a5932c531f11883489 \
-    --hash=sha256:a011ac6c03cfe162ff2b727bcb530567826cec85eb8d4ad2bfb4bd023287a52d \
-    --hash=sha256:a3a035c37ce7565b8f4f35ff683a4db34d24e53dc487e47438e434eb3f701b2a \
-    --hash=sha256:a5e771d0252e871ce194d0fdcafd13971f1aae0ddacc5f25615030d5df55c3a2 \
-    --hash=sha256:ac15b6c2c80a4d1338b04d42a02d376a53395ddf0ec9ab157cbaf44191f3ffdd \
-    --hash=sha256:b1a82e0b9b3022799c336e1fc0f6210adc019ae84efb7321d668129d28ee1efb \
-    --hash=sha256:bac71b4b28bc9af61efcdc7630b166440bbfbaa80940c9a697271b5e1dabbc61 \
-    --hash=sha256:bbc5b1d78a7822b0a84c6f8917faa986c1a744e65d762ef6d8be9d75677af2ca \
-    --hash=sha256:c1a786ac592b47573a5bb7e35665c08064a5d77ab88a076eec11f8ae86b3e3f6 \
-    --hash=sha256:c84ad903d0d94311a2b7eea608da163dace97c5fe9412ea311e72c3684925602 \
-    --hash=sha256:d4d29cc612e1332237877dfa7fe687157973aab1d63bd0f84cf06692f04c0367 \
-    --hash=sha256:e3d9f8d1221baa0ced7ec7322a981e28deb23749c76eeeb3d33e18b72935ab62 \
-    --hash=sha256:e7cd5c1325f6808b8ae31657d281aadb2a51ac11ab081ae335f4f7fc44c1721d \
-    --hash=sha256:ed6091fa0adcc7e4ff944090cf203a52da35c37a130efa564ded02b7aff63bcd \
-    --hash=sha256:ee73a2f5ca4ba44fa33b4d7d2c71e2c8a9e9f78d53f6507ad68e7d2ad5f64a22 \
-    --hash=sha256:f10193c69fc9d3d726e83bbf0f3d316f1847c3071c8c93d8090cf5f326b14309
+    # via tf-nightly
+grpcio==1.67.1 \
+    --hash=sha256:01f616a964e540638af5130469451cf580ba8c7329f45ca998ab66e0c7dcdb04 \
+    --hash=sha256:0489063974d1452436139501bf6b180f63d4977223ee87488fe36858c5725292 \
+    --hash=sha256:0e6f255980afef598a9e64a24efce87b625e3e3c80a45162d111a461a9f92955 \
+    --hash=sha256:0f3e49c738396e93b7ba9016e153eb09e0778e776df6090c1b8c91877cc1c426 \
+    --hash=sha256:178f5db771c4f9a9facb2ab37a434c46cb9be1a75e820f187ee3d1e7805c4f65 \
+    --hash=sha256:1a65b503d008f066e994f34f456e0647e5ceb34cfcec5ad180b1b44020ad4970 \
+    --hash=sha256:1d7616d2ded471231c701489190379e0c311ee0a6c756f3c03e6a62b95a7146e \
+    --hash=sha256:24e8a26dbfc5274d7474c27759b54486b8de23c709d76695237515bc8b5baeab \
+    --hash=sha256:267d1745894200e4c604958da5f856da6293f063327cb049a51fe67348e4f953 \
+    --hash=sha256:299b3d8c4f790c6bcca485f9963b4846dd92cf6f1b65d3697145d005c80f9fe8 \
+    --hash=sha256:3b6c16489326d79ead41689c4b84bc40d522c9a7617219f4ad94bc7f448c5085 \
+    --hash=sha256:3dc2ed4cabea4dc14d5e708c2b426205956077cc5de419b4d4079315017e9732 \
+    --hash=sha256:43112046864317498a33bdc4797ae6a268c36345a910de9b9c17159d8346602f \
+    --hash=sha256:4422581cdc628f77302270ff839a44f4c24fdc57887dc2a45b7e53d8fc2376af \
+    --hash=sha256:4e7b904484a634a0fff132958dabdb10d63e0927398273917da3ee103e8d1f78 \
+    --hash=sha256:5721e66a594a6c4204458004852719b38f3d5522082be9061d6510b455c90afc \
+    --hash=sha256:5db70d32d6703b89912af16d6d45d78406374a8b8ef0d28140351dd0ec610e98 \
+    --hash=sha256:5ed601c4c6008429e3d247ddb367fe8c7259c355757448d7c1ef7bd4a6739e8e \
+    --hash=sha256:60336bff760fbb47d7e86165408126f1dded184448e9a4c892189eb7c9d3f90f \
+    --hash=sha256:608d87d1bdabf9e2868b12338cd38a79969eaf920c89d698ead08f48de9c0f9e \
+    --hash=sha256:60e6a4dcf5af7bbc36fd9f81c9f372e8ae580870a9e4b6eafe948cd334b81cf3 \
+    --hash=sha256:638354e698fd0c6c76b04540a850bf1db27b4d2515a19fcd5cf645c48d3eb1ed \
+    --hash=sha256:699e964923b70f3101393710793289e42845791ea07565654ada0969522d0a38 \
+    --hash=sha256:7818c0454027ae3384235a65210bbf5464bd715450e30a3d40385453a85a70cb \
+    --hash=sha256:786a5b18544622bfb1e25cc08402bd44ea83edfb04b93798d85dca4d1a0b5be5 \
+    --hash=sha256:804c6457c3cd3ec04fe6006c739579b8d35c86ae3298ffca8de57b493524b771 \
+    --hash=sha256:80b866f73224b0634f4312a4674c1be21b2b4afa73cb20953cbbb73a6b36c3cc \
+    --hash=sha256:85f69fdc1d28ce7cff8de3f9c67db2b0ca9ba4449644488c1e0303c146135ddb \
+    --hash=sha256:85f862069b86a305497e74d0dc43c02de3d1d184fc2c180993aa8aa86fbd19b8 \
+    --hash=sha256:8a00efecde9d6fcc3ab00c13f816313c040a28450e5e25739c24f432fc6d3c75 \
+    --hash=sha256:8a23cbcc5bb11ea7dc6163078be36c065db68d915c24f5faa4f872c573bb400f \
+    --hash=sha256:8b0341d66a57f8a3119b77ab32207072be60c9bf79760fa609c5609f2deb1f3f \
+    --hash=sha256:917e8d8994eed1d86b907ba2a61b9f0aef27a2155bca6cbb322430fc7135b7bb \
+    --hash=sha256:95b5f2b857856ed78d72da93cd7d09b6db8ef30102e5e7fe0961fe4d9f7d48e8 \
+    --hash=sha256:9e838cad2176ebd5d4a8bb03955138d6589ce9e2ce5d51c3ada34396dbd2dba8 \
+    --hash=sha256:9fd042de4a82e3e7aca44008ee2fb5da01b3e5adb316348c21980f7f58adc311 \
+    --hash=sha256:a25bdea92b13ff4d7790962190bf6bf5c4639876e01c0f3dda70fc2769616335 \
+    --hash=sha256:a6703916c43b1d468d0756c8077b12017a9fcb6a1ef13faf49e67d20d7ebda62 \
+    --hash=sha256:a93deda571a1bf94ec1f6fcda2872dad3ae538700d94dc283c672a3b508ba3af \
+    --hash=sha256:aa0162e56fd10a5547fac8774c4899fc3e18c1aa4a4759d0ce2cd00d3696ea6b \
+    --hash=sha256:b49359977c6ec9f5d0573ea4e0071ad278ef905aa74e420acc73fd28ce39e9ce \
+    --hash=sha256:beee96c8c0b1a75d556fe57b92b58b4347c77a65781ee2ac749d550f2a365dc1 \
+    --hash=sha256:c7a01337407dd89005527623a4a72c5c8e2894d22bead0895306b23c6695698f \
+    --hash=sha256:c9b929f13677b10f63124c1a410994a401cdd85214ad83ab67cc077fc7e480f0 \
+    --hash=sha256:cdc491ae35a13535fd9196acb5afe1af37c8237df2e54427be3eecda3653127e \
+    --hash=sha256:e279330bef1744040db8fc432becc8a727b84f456ab62b744d3fdb83f327e121 \
+    --hash=sha256:e29ca27bec8e163dca0c98084040edec3bc49afd10f18b412f483cc68c712744 \
+    --hash=sha256:e7d1797a8a3845437d327145959a2c0c47c05947c9eef5ff1a4c80e499dcc6fa \
+    --hash=sha256:ea33986b70f83844cd00814cee4451055cd8cab36f00ac64a31f5bb09b31919e \
+    --hash=sha256:ec74ef02010186185de82cc594058a3ccd8d86821842bbac9873fd4a2cf8be8d \
+    --hash=sha256:f26b0b547eb8d00e195274cdfc63ce64c8fc2d3e2d00b12bf468ece41a0423a0 \
+    --hash=sha256:f5a27dddefe0e2357d3e617b9079b4bfdc91341a91565111a21ed6ebbc51b22d \
+    --hash=sha256:f5b76ff64aaac53fede0cc93abf57894ab2a7362986ba22243d06218b93efe46 \
+    --hash=sha256:f9fff78ba10d4250bfc07a01bd6254a6d87dc67f9627adece85c0b2ed754fa96 \
+    --hash=sha256:fa0c739ad8b1996bd24823950e3cb5152ae91fca1c09cc791190bf1627ffefba
     # via
-    #   tensorboard
-    #   tensorflow
-h5py==3.11.0 \
-    --hash=sha256:083e0329ae534a264940d6513f47f5ada617da536d8dccbafc3026aefc33c90e \
-    --hash=sha256:1625fd24ad6cfc9c1ccd44a66dac2396e7ee74940776792772819fc69f3a3731 \
-    --hash=sha256:21dbdc5343f53b2e25404673c4f00a3335aef25521bd5fa8c707ec3833934892 \
-    --hash=sha256:52c416f8eb0daae39dabe71415cb531f95dce2d81e1f61a74537a50c63b28ab3 \
-    --hash=sha256:55106b04e2c83dfb73dc8732e9abad69d83a436b5b82b773481d95d17b9685e1 \
-    --hash=sha256:67462d0669f8f5459529de179f7771bd697389fcb3faab54d63bf788599a48ea \
-    --hash=sha256:6c4b760082626120031d7902cd983d8c1f424cdba2809f1067511ef283629d4b \
-    --hash=sha256:731839240c59ba219d4cb3bc5880d438248533366f102402cfa0621b71796b62 \
-    --hash=sha256:754c0c2e373d13d6309f408325343b642eb0f40f1a6ad21779cfa9502209e150 \
-    --hash=sha256:75bd7b3d93fbeee40860fd70cdc88df4464e06b70a5ad9ce1446f5f32eb84007 \
-    --hash=sha256:77b19a40788e3e362b54af4dcf9e6fde59ca016db2c61360aa30b47c7b7cef00 \
-    --hash=sha256:7b7e8f78072a2edec87c9836f25f34203fd492a4475709a18b417a33cfb21fa9 \
-    --hash=sha256:8ec9df3dd2018904c4cc06331951e274f3f3fd091e6d6cc350aaa90fa9b42a76 \
-    --hash=sha256:a76cae64080210389a571c7d13c94a1a6cf8cb75153044fd1f822a962c97aeab \
-    --hash=sha256:aa6ae84a14103e8dc19266ef4c3e5d7c00b68f21d07f2966f0ca7bdb6c2761fb \
-    --hash=sha256:bbd732a08187a9e2a6ecf9e8af713f1d68256ee0f7c8b652a32795670fb481ba \
-    --hash=sha256:c072655ad1d5fe9ef462445d3e77a8166cbfa5e599045f8aa3c19b75315f10e5 \
-    --hash=sha256:d9c944d364688f827dc889cf83f1fca311caf4fa50b19f009d1f2b525edd33a3 \
-    --hash=sha256:ef4e2f338fc763f50a8113890f455e1a70acd42a4d083370ceb80c463d803972 \
-    --hash=sha256:f3736fe21da2b7d8a13fe8fe415f1272d2a1ccdeff4849c1421d2fb30fd533bc \
-    --hash=sha256:f4e025e852754ca833401777c25888acb96889ee2c27e7e629a19aee288833f0
+    #   tb-nightly
+    #   tf-nightly
+h5py==3.12.1 \
+    --hash=sha256:018a4597f35092ae3fb28ee851fdc756d2b88c96336b8480e124ce1ac6fb9166 \
+    --hash=sha256:050a4f2c9126054515169c49cb900949814987f0c7ae74c341b0c9f9b5056834 \
+    --hash=sha256:06a903a4e4e9e3ebbc8b548959c3c2552ca2d70dac14fcfa650d9261c66939ed \
+    --hash=sha256:1473348139b885393125126258ae2d70753ef7e9cec8e7848434f385ae72069e \
+    --hash=sha256:2f0f1a382cbf494679c07b4371f90c70391dedb027d517ac94fa2c05299dacda \
+    --hash=sha256:326d70b53d31baa61f00b8aa5f95c2fcb9621a3ee8365d770c551a13dbbcbfdf \
+    --hash=sha256:3b15d8dbd912c97541312c0e07438864d27dbca857c5ad634de68110c6beb1c2 \
+    --hash=sha256:3fdf95092d60e8130ba6ae0ef7a9bd4ade8edbe3569c13ebbaf39baefffc5ba4 \
+    --hash=sha256:4532c7e97fbef3d029735db8b6f5bf01222d9ece41e309b20d63cfaae2fb5c4d \
+    --hash=sha256:513171e90ed92236fc2ca363ce7a2fc6f2827375efcbb0cc7fbdd7fe11fecafc \
+    --hash=sha256:52ab036c6c97055b85b2a242cb540ff9590bacfda0c03dd0cf0661b311f522f8 \
+    --hash=sha256:577d618d6b6dea3da07d13cc903ef9634cde5596b13e832476dd861aaf651f3e \
+    --hash=sha256:59400f88343b79655a242068a9c900001a34b63e3afb040bd7cdf717e440f653 \
+    --hash=sha256:59685fe40d8c1fbbee088c88cd4da415a2f8bee5c270337dc5a1c4aa634e3307 \
+    --hash=sha256:5c4b41d1019322a5afc5082864dfd6359f8935ecd37c11ac0029be78c5d112c9 \
+    --hash=sha256:62be1fc0ef195891949b2c627ec06bc8e837ff62d5b911b6e42e38e0f20a897d \
+    --hash=sha256:6fdf6d7936fa824acfa27305fe2d9f39968e539d831c5bae0e0d83ed521ad1ac \
+    --hash=sha256:7b3b8f3b48717e46c6a790e3128d39c61ab595ae0a7237f06dfad6a3b51d5351 \
+    --hash=sha256:84342bffd1f82d4f036433e7039e241a243531a1d3acd7341b35ae58cdab05bf \
+    --hash=sha256:ad8a76557880aed5234cfe7279805f4ab5ce16b17954606cca90d578d3e713ef \
+    --hash=sha256:ba51c0c5e029bb5420a343586ff79d56e7455d496d18a30309616fdbeed1068f \
+    --hash=sha256:cb65f619dfbdd15e662423e8d257780f9a66677eae5b4b3fc9dca70b5fd2d2a3 \
+    --hash=sha256:ccd9006d92232727d23f784795191bfd02294a4f2ba68708825cb1da39511a93 \
+    --hash=sha256:d2b8dd64f127d8b324f5d2cd1c0fd6f68af69084e9e47d27efeb9e28e685af3e \
+    --hash=sha256:d3e465aee0ec353949f0f46bf6c6f9790a2006af896cee7c178a8c3e5090aa32 \
+    --hash=sha256:e4d51919110a030913201422fb07987db4338eba5ec8c5a15d6fab8e03d443fc
     # via
-    #   keras
-    #   tensorflow
-idna==3.7 \
-    --hash=sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc \
-    --hash=sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0
+    #   keras-nightly
+    #   tf-nightly
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 immutabledict==4.2.0 \
     --hash=sha256:d728b2c2410d698d95e6200237feb50a695584d20289ad3379a439aa3d90baba \
     --hash=sha256:e003fd81aad2377a5a758bf7e1086cf3b70b63e9a5cc2f46bce8d0a2b4727c5f
     # via tensorflow-datasets
-importlib-resources==6.4.0 \
-    --hash=sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c \
-    --hash=sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145
+importlib-resources==6.4.5 \
+    --hash=sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065 \
+    --hash=sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717
     # via etils
-keras==3.3.3 \
-    --hash=sha256:260df9ef71c6b89eb6816ce1c60f139c38ccdddd16f24e7005d2be127cdef8e4 \
-    --hash=sha256:f2fdffc8434fd77045cf8fb21816dbaa2308d5f76974ca924b2f60b40433b1a0
-    # via tensorflow
+keras-nightly==3.7.0.dev2024110103 \
+    --hash=sha256:ec367ee3052db0e6d0295e812bcf69ff248ea154b02d5acd0bf05fe97d004e62 \
+    --hash=sha256:ff17113a752ae6dc3df9e1a008797afa9a654f8381c0dc24c15be91ccea0d709
+    # via tf-nightly
 libclang==18.1.1 \
+    --hash=sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a \
     --hash=sha256:3f0e1f49f04d3cd198985fea0511576b0aee16f9ff0e0f0cad7f9c57ec3c20e8 \
     --hash=sha256:4dd2d3b82fab35e2bf9ca717d7b63ac990a3519c7e312f19fa8e86dcc712f7fb \
     --hash=sha256:54dda940a4a0491a9d1532bf071ea3ef26e6dbaf03b5000ed94dd7174e8f9592 \
@@ -305,202 +335,276 @@ libclang==18.1.1 \
     --hash=sha256:a1214966d08d73d971287fc3ead8dfaf82eb07fb197680d8b3859dbbbbf78250 \
     --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
     --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
-    # via tensorflow
-markdown==3.6 \
-    --hash=sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f \
-    --hash=sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224
-    # via tensorboard
+    # via tf-nightly
+markdown==3.7 \
+    --hash=sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2 \
+    --hash=sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803
+    # via tb-nightly
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
     --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
     # via rich
-markupsafe==2.1.5 \
-    --hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
-    --hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
-    --hash=sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f \
-    --hash=sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3 \
-    --hash=sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532 \
-    --hash=sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f \
-    --hash=sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617 \
-    --hash=sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df \
-    --hash=sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4 \
-    --hash=sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906 \
-    --hash=sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f \
-    --hash=sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4 \
-    --hash=sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8 \
-    --hash=sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371 \
-    --hash=sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2 \
-    --hash=sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465 \
-    --hash=sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52 \
-    --hash=sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6 \
-    --hash=sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169 \
-    --hash=sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad \
-    --hash=sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2 \
-    --hash=sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0 \
-    --hash=sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029 \
-    --hash=sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f \
-    --hash=sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a \
-    --hash=sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced \
-    --hash=sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5 \
-    --hash=sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c \
-    --hash=sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf \
-    --hash=sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9 \
-    --hash=sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb \
-    --hash=sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad \
-    --hash=sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3 \
-    --hash=sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1 \
-    --hash=sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46 \
-    --hash=sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc \
-    --hash=sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a \
-    --hash=sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee \
-    --hash=sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900 \
-    --hash=sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5 \
-    --hash=sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea \
-    --hash=sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f \
-    --hash=sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5 \
-    --hash=sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e \
-    --hash=sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a \
-    --hash=sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f \
-    --hash=sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50 \
-    --hash=sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a \
-    --hash=sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b \
-    --hash=sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4 \
-    --hash=sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff \
-    --hash=sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2 \
-    --hash=sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46 \
-    --hash=sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b \
-    --hash=sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf \
-    --hash=sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5 \
-    --hash=sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5 \
-    --hash=sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab \
-    --hash=sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd \
-    --hash=sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68
+markupsafe==3.0.2 \
+    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
+    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
+    --hash=sha256:1225beacc926f536dc82e45f8a4d68502949dc67eea90eab715dea3a21c1b5f0 \
+    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
+    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
+    --hash=sha256:1a9d3f5f0901fdec14d8d2f66ef7d035f2157240a433441719ac9a3fba440b13 \
+    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
+    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
+    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
+    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
+    --hash=sha256:3169b1eefae027567d1ce6ee7cae382c57fe26e82775f460f0b2778beaad66c0 \
+    --hash=sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b \
+    --hash=sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579 \
+    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
+    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
+    --hash=sha256:48032821bbdf20f5799ff537c7ac3d1fba0ba032cfc06194faffa8cda8b560ff \
+    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
+    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
+    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
+    --hash=sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb \
+    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
+    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
+    --hash=sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a \
+    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
+    --hash=sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a \
+    --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \
+    --hash=sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8 \
+    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
+    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
+    --hash=sha256:88b49a3b9ff31e19998750c38e030fc7bb937398b1f78cfa599aaef92d693144 \
+    --hash=sha256:8c4e8c3ce11e1f92f6536ff07154f9d49677ebaaafc32db9db4620bc11ed480f \
+    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
+    --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \
+    --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \
+    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
+    --hash=sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158 \
+    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
+    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
+    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
+    --hash=sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171 \
+    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
+    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
+    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
+    --hash=sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d \
+    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
+    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
+    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
+    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
+    --hash=sha256:cfad01eed2c2e0c01fd0ecd2ef42c492f7f93902e39a42fc9ee1692961443a29 \
+    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
+    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
+    --hash=sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c \
+    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
+    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
+    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
+    --hash=sha256:eaa0a10b7f72326f1372a713e73c3f739b524b3af41feb43e4921cb529f5929a \
+    --hash=sha256:eb7972a85c54febfb25b5c4b4f3af4dcc731994c7da0d8a0b4a6eb0640e1d178 \
+    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
+    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
+    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430 \
+    --hash=sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50
     # via werkzeug
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-ml-dtypes==0.3.2 \
-    --hash=sha256:2c34f2ba9660b21fe1034b608308a01be82bbef2a92fb8199f24dc6bad0d5226 \
-    --hash=sha256:3a17ef2322e60858d93584e9c52a5be7dd6236b056b7fa1ec57f1bb6ba043e33 \
-    --hash=sha256:533059bc5f1764fac071ef54598db358c167c51a718f68f5bb55e3dee79d2967 \
-    --hash=sha256:6604877d567a29bfe7cc02969ae0f2425260e5335505cf5e7fefc3e5465f5655 \
-    --hash=sha256:6b35c4e8ca957c877ac35c79ffa77724ecc3702a1e4b18b08306c03feae597bb \
-    --hash=sha256:763697ab8a88d47443997a7cdf3aac7340049aed45f7521f6b0ec8a0594821fe \
-    --hash=sha256:7a4c3fcbf86fa52d0204f07cfd23947ef05b4ad743a1a988e163caa34a201e5e \
-    --hash=sha256:7afde548890a92b41c0fed3a6c525f1200a5727205f73dc21181a2726571bb53 \
-    --hash=sha256:7ba8e1fafc7fff3e643f453bffa7d082df1678a73286ce8187d3e825e776eb94 \
-    --hash=sha256:91f8783fd1f2c23fd3b9ee5ad66b785dafa58ba3cdb050c4458021fa4d1eb226 \
-    --hash=sha256:93b78f53431c93953f7850bb1b925a17f0ab5d97527e38a7e865b5b4bc5cfc18 \
-    --hash=sha256:961134ea44c7b8ca63eda902a44b58cd8bd670e21d62e255c81fba0a8e70d9b7 \
-    --hash=sha256:b89b194e9501a92d289c1ffd411380baf5daafb9818109a4f49b0a1b6dce4462 \
-    --hash=sha256:c7b3fb3d4f6b39bcd4f6c4b98f406291f0d681a895490ee29a0f95bab850d53c \
-    --hash=sha256:d1a746fe5fb9cd974a91070174258f0be129c592b93f9ce7df6cc336416c3fbd \
-    --hash=sha256:e8505946df1665db01332d885c2020b4cb9e84a8b1241eb4ba69d59591f65855 \
-    --hash=sha256:f47619d978ab1ae7dfdc4052ea97c636c6263e1f19bd1be0e42c346b98d15ff4
+ml-dtypes==0.5.0 \
+    --hash=sha256:099e09edd54e676903b4538f3815b5ab96f5b119690514602d96bfdb67172cbe \
+    --hash=sha256:2e7534392682c3098bc7341648c650864207169c654aed83143d7a19c67ae06f \
+    --hash=sha256:3e7d3a380fe73a63c884f06136f8baa7a5249cc8e9fdec677997dd78549f8128 \
+    --hash=sha256:54415257f00eb44fbcc807454efac3356f75644f1cbfc2d4e5522a72ae1dacab \
+    --hash=sha256:5f2b59233a0dbb6a560b3137ed6125433289ccba2f8d9c3695a52423a369ed15 \
+    --hash=sha256:60275f2b51b56834e840c4809fca840565f9bf8e9a73f6d8c94f5b5935701215 \
+    --hash=sha256:76942f6aeb5c40766d5ea62386daa4148e6a54322aaf5b53eae9e7553240222f \
+    --hash=sha256:7ee9c320bb0f9ffdf9f6fa6a696ef2e005d1f66438d6f1c1457338e00a02e8cf \
+    --hash=sha256:8c32138975797e681eb175996d64356bcfa124bdbb6a70460b9768c2b35a6fa4 \
+    --hash=sha256:968fede07d1f9b926a63df97d25ac656cac1a57ebd33701734eaf704bc55d8d8 \
+    --hash=sha256:a03fc861b86cc586728e3d093ba37f0cc05e65330c3ebd7688e7bae8290f8859 \
+    --hash=sha256:a38df8df61194aeaae1ab7579075779b4ad32cd1cffd012c28be227fa7f2a70a \
+    --hash=sha256:a988bac6572630e1e9c2edd9b1277b4eefd1c86209e52b0d061b775ac33902ff \
+    --hash=sha256:ab046f2ff789b1f11b2491909682c5d089934835f9a760fafc180e47dcb676b8 \
+    --hash=sha256:afa08343069874a30812871d639f9c02b4158ace065601406a493a8511180c02 \
+    --hash=sha256:c7a9152f5876fef565516aa5dd1dccd6fc298a5891b2467973905103eb5c7856 \
+    --hash=sha256:cb5cc7b25acabd384f75bbd78892d0c724943f3e2e1986254665a1aa10982e07 \
+    --hash=sha256:d3b3db9990c3840986a0e70524e122cfa32b91139c3653df76121ba7776e015f \
+    --hash=sha256:d4b1a70a3e5219790d6b55b9507606fc4e02911d1497d16c18dd721eb7efe7d0 \
+    --hash=sha256:dc74fd9995513d33eac63d64e436240f5494ec74d522a9f0920194942fc3d2d7 \
+    --hash=sha256:e04fde367b2fe901b1d47234426fe8819909bd1dd862a5adb630f27789c20599
     # via
-    #   keras
-    #   tensorflow
+    #   keras-nightly
+    #   tf-nightly
 namex==0.0.8 \
     --hash=sha256:32a50f6c565c0bb10aa76298c959507abdc0e850efe085dc38f3440fcb3aa90b \
     --hash=sha256:7ddb6c2bb0e753a311b7590f84f6da659dd0c05e65cb89d519d54c0a250c0487
-    # via keras
-numpy==1.26.4 \
-    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
-    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
-    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
-    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
-    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
-    --hash=sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a \
-    --hash=sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea \
-    --hash=sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c \
-    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
-    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
-    --hash=sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be \
-    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
-    --hash=sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a \
-    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
-    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
-    --hash=sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd \
-    --hash=sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c \
-    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
-    --hash=sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0 \
-    --hash=sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c \
-    --hash=sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a \
-    --hash=sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b \
-    --hash=sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0 \
-    --hash=sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6 \
-    --hash=sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2 \
-    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
-    --hash=sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30 \
-    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
-    --hash=sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5 \
-    --hash=sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07 \
-    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
-    --hash=sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4 \
-    --hash=sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764 \
-    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
-    --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
-    --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
+    # via keras-nightly
+numpy==2.1.3 \
+    --hash=sha256:016d0f6f5e77b0f0d45d77387ffa4bb89816b57c835580c3ce8e099ef830befe \
+    --hash=sha256:02135ade8b8a84011cbb67dc44e07c58f28575cf9ecf8ab304e51c05528c19f0 \
+    --hash=sha256:08788d27a5fd867a663f6fc753fd7c3ad7e92747efc73c53bca2f19f8bc06f48 \
+    --hash=sha256:0d30c543f02e84e92c4b1f415b7c6b5326cbe45ee7882b6b77db7195fb971e3a \
+    --hash=sha256:0fa14563cc46422e99daef53d725d0c326e99e468a9320a240affffe87852564 \
+    --hash=sha256:13138eadd4f4da03074851a698ffa7e405f41a0845a6b1ad135b81596e4e9958 \
+    --hash=sha256:14e253bd43fc6b37af4921b10f6add6925878a42a0c5fe83daee390bca80bc17 \
+    --hash=sha256:15cb89f39fa6d0bdfb600ea24b250e5f1a3df23f901f51c8debaa6a5d122b2f0 \
+    --hash=sha256:17ee83a1f4fef3c94d16dc1802b998668b5419362c8a4f4e8a491de1b41cc3ee \
+    --hash=sha256:2312b2aa89e1f43ecea6da6ea9a810d06aae08321609d8dc0d0eda6d946a541b \
+    --hash=sha256:2564fbdf2b99b3f815f2107c1bbc93e2de8ee655a69c261363a1172a79a257d4 \
+    --hash=sha256:3522b0dfe983a575e6a9ab3a4a4dfe156c3e428468ff08ce582b9bb6bd1d71d4 \
+    --hash=sha256:4394bc0dbd074b7f9b52024832d16e019decebf86caf909d94f6b3f77a8ee3b6 \
+    --hash=sha256:45966d859916ad02b779706bb43b954281db43e185015df6eb3323120188f9e4 \
+    --hash=sha256:4d1167c53b93f1f5d8a139a742b3c6f4d429b54e74e6b57d0eff40045187b15d \
+    --hash=sha256:4f2015dfe437dfebbfce7c85c7b53d81ba49e71ba7eadbf1df40c915af75979f \
+    --hash=sha256:50ca6aba6e163363f132b5c101ba078b8cbd3fa92c7865fd7d4d62d9779ac29f \
+    --hash=sha256:50d18c4358a0a8a53f12a8ba9d772ab2d460321e6a93d6064fc22443d189853f \
+    --hash=sha256:5641516794ca9e5f8a4d17bb45446998c6554704d888f86df9b200e66bdcce56 \
+    --hash=sha256:576a1c1d25e9e02ed7fa5477f30a127fe56debd53b8d2c89d5578f9857d03ca9 \
+    --hash=sha256:6a4825252fcc430a182ac4dee5a505053d262c807f8a924603d411f6718b88fd \
+    --hash=sha256:72dcc4a35a8515d83e76b58fdf8113a5c969ccd505c8a946759b24e3182d1f23 \
+    --hash=sha256:747641635d3d44bcb380d950679462fae44f54b131be347d5ec2bce47d3df9ed \
+    --hash=sha256:762479be47a4863e261a840e8e01608d124ee1361e48b96916f38b119cfda04a \
+    --hash=sha256:78574ac2d1a4a02421f25da9559850d59457bac82f2b8d7a44fe83a64f770098 \
+    --hash=sha256:825656d0743699c529c5943554d223c021ff0494ff1442152ce887ef4f7561a1 \
+    --hash=sha256:8637dcd2caa676e475503d1f8fdb327bc495554e10838019651b76d17b98e512 \
+    --hash=sha256:96fe52fcdb9345b7cd82ecd34547fca4321f7656d500eca497eb7ea5a926692f \
+    --hash=sha256:973faafebaae4c0aaa1a1ca1ce02434554d67e628b8d805e61f874b84e136b09 \
+    --hash=sha256:996bb9399059c5b82f76b53ff8bb686069c05acc94656bb259b1d63d04a9506f \
+    --hash=sha256:a38c19106902bb19351b83802531fea19dee18e5b37b36454f27f11ff956f7fc \
+    --hash=sha256:a6b46587b14b888e95e4a24d7b13ae91fa22386c199ee7b418f449032b2fa3b8 \
+    --hash=sha256:a9f7f672a3388133335589cfca93ed468509cb7b93ba3105fce780d04a6576a0 \
+    --hash=sha256:aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761 \
+    --hash=sha256:b0df3635b9c8ef48bd3be5f862cf71b0a4716fa0e702155c45067c6b711ddcef \
+    --hash=sha256:b47fbb433d3260adcd51eb54f92a2ffbc90a4595f8970ee00e064c644ac788f5 \
+    --hash=sha256:baed7e8d7481bfe0874b566850cb0b85243e982388b7b23348c6db2ee2b2ae8e \
+    --hash=sha256:bc6f24b3d1ecc1eebfbf5d6051faa49af40b03be1aaa781ebdadcbc090b4539b \
+    --hash=sha256:c006b607a865b07cd981ccb218a04fc86b600411d83d6fc261357f1c0966755d \
+    --hash=sha256:c181ba05ce8299c7aa3125c27b9c2167bca4a4445b7ce73d5febc411ca692e43 \
+    --hash=sha256:c7662f0e3673fe4e832fe07b65c50342ea27d989f92c80355658c7f888fcc83c \
+    --hash=sha256:c80e4a09b3d95b4e1cac08643f1152fa71a0a821a2d4277334c88d54b2219a41 \
+    --hash=sha256:c894b4305373b9c5576d7a12b473702afdf48ce5369c074ba304cc5ad8730dff \
+    --hash=sha256:d7aac50327da5d208db2eec22eb11e491e3fe13d22653dce51b0f4109101b408 \
+    --hash=sha256:d89dd2b6da69c4fff5e39c28a382199ddedc3a5be5390115608345dec660b9e2 \
+    --hash=sha256:d9beb777a78c331580705326d2367488d5bc473b49a9bc3036c154832520aca9 \
+    --hash=sha256:dc258a761a16daa791081d026f0ed4399b582712e6fc887a95af09df10c5ca57 \
+    --hash=sha256:e14e26956e6f1696070788252dcdff11b4aca4c3e8bd166e0df1bb8f315a67cb \
+    --hash=sha256:e6988e90fcf617da2b5c78902fe8e668361b43b4fe26dbf2d7b0f8034d4cafb9 \
+    --hash=sha256:e711e02f49e176a01d0349d82cb5f05ba4db7d5e7e0defd026328e5cfb3226d3 \
+    --hash=sha256:ea4dedd6e394a9c180b33c2c872b92f7ce0f8e7ad93e9585312b0c5a04777a4a \
+    --hash=sha256:ecc76a9ba2911d8d37ac01de72834d8849e55473457558e12995f4cd53e778e0 \
+    --hash=sha256:f55ba01150f52b1027829b50d70ef1dafd9821ea82905b63936668403c3b471e \
+    --hash=sha256:f653490b33e9c3a4c1c01d41bc2aef08f9475af51146e4a7710c450cf9761598 \
+    --hash=sha256:fa2d1337dc61c8dc417fbccf20f6d1e139896a30721b7f1e832b2bb6ef4eb6c4
     # via
     #   etils
     #   h5py
-    #   keras
+    #   keras-nightly
     #   ml-dtypes
-    #   opt-einsum
-    #   pyarrow
-    #   tensorboard
-    #   tensorflow
+    #   tb-nightly
     #   tensorflow-datasets
-opt-einsum==3.3.0 \
-    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
-    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
-    # via tensorflow
-optree==0.11.0 \
-    --hash=sha256:00a63f10d4a476e8e9aa2988daba9b2e88cb369c5aacc12545957d7d00bcd1a7 \
-    --hash=sha256:0db6968394096223881053dffdcaf2b8e220fd85db904f14aa931e4dc422c046 \
-    --hash=sha256:0df9a3923725aabb112ec7f10c74fa96b6c640da1cd30e7bc62fd4b03ef02875 \
-    --hash=sha256:162ed3ff2eb3f1c358e131e72c025f2b93d69b906e9057a811d014032ec71dc8 \
-    --hash=sha256:228b97e8c991739b10c8548c118747ba32ee765f88236342e492bf9648afc0bc \
-    --hash=sha256:234a4f8f97a1217f13390df7ac416771689749d9a1c8eda31bf8622cd333219e \
-    --hash=sha256:26b1230f9b75b579923a4f837c7c13db8b8d815cf68ce5af31dda5d818a877b2 \
-    --hash=sha256:2b3bb59324d635f2015bb3e237fd772b1fd548eee6cc80e008fbe0f092e9228d \
-    --hash=sha256:2bc08fb9691f43afc3a01119dead6b823ce3d7239e42fc3e47d4028eed50a6a2 \
-    --hash=sha256:31d444684ebd8c9f09a3d806fb3277843138ef9952b7a2954908e440e3b22519 \
-    --hash=sha256:39bed744a61e2f795e172d2853779ac59b8dea236982dc160ea22063afc99ca3 \
-    --hash=sha256:3cdc9fac9888d9eff11128ccfc4d4c10309163e372f312f7942ecee8df3d7824 \
-    --hash=sha256:4144126dd3c2ece2d2dd1d5e0b39fb91adf1c46f660c2c5a2df7f80666989d5d \
-    --hash=sha256:418850ceff364f51a6d81f32a1efd06a4e2d8df79a162e892685bc20c0aedd72 \
-    --hash=sha256:5e250144eacdd5813dec0b18d91df0229197e3be402db42fd8e254ec90ea343d \
-    --hash=sha256:5e5df0e8aaca124cc1ffca311786cc909810f3c046de090729cdafbf910082f8 \
-    --hash=sha256:63e020a34b7168b5d0701a265c7c95b07984ff699d4894b20fa601282be88f20 \
-    --hash=sha256:64c2e00fe508f50a42c50838df0d1f5be0dce5b4bef2373db8ad72b860211015 \
-    --hash=sha256:6a406eee5acd3fd4875fa44c3972d29ae6d4329e7296e9219986fe6ff8e92ea0 \
-    --hash=sha256:6cdd625dab2dff5374ff9c6792e8702fced8f0ea713ce959fc8f95499b5ecb2f \
-    --hash=sha256:6e8c3757088cd7fce666f2a5e031b65d7898e210452380d2657c0fc0a7ec9932 \
-    --hash=sha256:738e8bf4158e9c11cd051d89c2e453aeacf80ff8719ebc3251069015646554d0 \
-    --hash=sha256:8e6a46e95c3ea8546055087d6fe52a1dcd56de5182365f1469106cc72cdf3307 \
-    --hash=sha256:979ffc2b96f16595c219fb7a89597dd2fa00ac47a3b411fdcf8ae6821da52290 \
-    --hash=sha256:9bf322ad14f907ad4660ca286e731e750546d54934a94cc5ba7efe8860c60ab4 \
-    --hash=sha256:9d9d644e5448db9f32e2497487aca3bb2d3f92cbb50429a411ccda3f1f0968f3 \
-    --hash=sha256:a5f37bcfe4e363e3bb8d36c5698fb829546956b2fe88951994387162a1859625 \
-    --hash=sha256:a64df43fce2d8eeafd7db6e27447c56b3fa64842df847819684b3b1cc254c016 \
-    --hash=sha256:a91840f9d45e7c01f151ba1815ae32b4c3c21e4290298772ee4b13314f729856 \
-    --hash=sha256:b201a9405e250cf5770955863af2a236e382bdf5e4e086897ff03c41418c39da \
-    --hash=sha256:b26ac807d8993b7e43081b4b7bbb0378b4e5f3e6525daf923c470bc176cc3327 \
-    --hash=sha256:b8126d81ecb2c9e3554420834014ba343251f564c905ee3bef09d205b924b0c0 \
-    --hash=sha256:b9d236bc1491a5e366921b95fecc05aa6ff55989a81f2242cd11121b82c24503 \
-    --hash=sha256:bc17f9d085cd75a2de4f299a9c5e3c3520138eac7596061e581230b03862b44d \
-    --hash=sha256:d666099a78f7bf31bf3a520d6871ddcae65484bcff095fc4271a391553b09c75 \
-    --hash=sha256:e2d47bd28eff690eb2f7432e490265a291b04d6d346cf7b586491b2e2337bf97 \
-    --hash=sha256:ee208f0bec6436085a9fa3ae98af54bfcb8822086894fc1ade283e80a6f11fd7 \
-    --hash=sha256:f53951bfb640417558568284a8949d67bcdbf21fa0113107e20bd9403aa20b2b \
-    --hash=sha256:fa9ed745d4cbac5e15df70339b30867ba033542b87f7b734f4cacae5ec73ba00
-    # via keras
-packaging==24.0 \
-    --hash=sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5 \
-    --hash=sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9
-    # via tensorflow
+    #   tf-nightly
+opt-einsum==3.4.0 \
+    --hash=sha256:69bb92469f86a1565195ece4ac0323943e83477171b91d24c35afe028a90d7cd \
+    --hash=sha256:96ca72f1b886d148241348783498194c577fa30a8faac108586b14f1ba4473ac
+    # via tf-nightly
+optree==0.13.0 \
+    --hash=sha256:0008cd39169c1fc10870528b2decfea8b79e61042c12d65a964f3b1cf41cc37d \
+    --hash=sha256:069bf166b7aa48ccf8dfe76b920d2115dd8261107c7895d02500b2ce39621b40 \
+    --hash=sha256:0a34c11d637cb01217828e28eef382c621c9ec53f981d8ccbfe56e0a11cda501 \
+    --hash=sha256:0c736ce6f4b8857bd171f3682ef849e3d67692c3fc4db42b99c5d2c7cc1bdf11 \
+    --hash=sha256:11b78c8a18894fe9503515d073a60ebaed366aeb3cfa65e61e7e71ae833f640b \
+    --hash=sha256:1318434b0740a2325c197e191e6dd53d9df0a8ac0338c67d58b476aad9d07829 \
+    --hash=sha256:1a1aab34de5ac7673fbfb94266bf10482be51985c7f899c3e767ce19d13ce3b4 \
+    --hash=sha256:1bc65743e8edb29e902cab894d1c4665a8fd6f8d10f75db68a2cef6c7246fa5c \
+    --hash=sha256:1ea493cde8c60f7950ccbd682bd67e787bf67ed2251d6d3e9ad7471b72d37538 \
+    --hash=sha256:1fb74282fce108e07972e88dbc23f6b7650c2d3bbddbedc2002d3e0becb1c452 \
+    --hash=sha256:246020f0be50fb66791d8a25c4acb59ad0b4bbdea71c998e375eba4c58fbc3e0 \
+    --hash=sha256:24fcd4cb659bcd9b675bc3401950de891b32a047c4787857fb870cd515fcc315 \
+    --hash=sha256:278e2c620df99f5b1477b375b01cf9658528fa0332c0bc431d3ec65857244094 \
+    --hash=sha256:2a423897010c6d8490097671d907da1b6ee90d3fa783aaad5e36e46e0a73bc5e \
+    --hash=sha256:2e282212ddf3aafb10ca6ca223772e06ea3c31687c9cae192467b8e0a7dafbfc \
+    --hash=sha256:36b32155dce29edb6f63a99a44d6da2d8fcd1c56353cc2f4af65f793a0b2712f \
+    --hash=sha256:36c58b94669c9072d645e02c0c65c7455f8f136ef8f7b56a5d9123847421f95b \
+    --hash=sha256:4207f6fa0bd4730f5496772c139f1444b2b69e4eeb0f454e2100b5a380648f70 \
+    --hash=sha256:44449e3bc5e7530b50c9a1f5bcf2971ffe317e34edd74d8c9778c5d32078114d \
+    --hash=sha256:46623259b10f6e3565ea0d37e0b313feb20484bccb005459b3504e1aa706b730 \
+    --hash=sha256:46a9e66217fdf421e25c133089c94f8f99bc38a2b5a4a2c0c1e0c1b02b01dda4 \
+    --hash=sha256:4771266f05e99e94312add38d45bf97a4d98449aeab100f5c658c521152eb5e5 \
+    --hash=sha256:496170a3d093a7fb69be7ce847f5b5b3aa30a6da81457ba6b54268e6e97c6b13 \
+    --hash=sha256:50a9e2d9ffff99d45b37289a3422ed3723a45225616f5b48cea606ff0f539c0f \
+    --hash=sha256:539962675b547957c64b52b7f82178febb9c0f2d47438b810bbc23cfdcf84821 \
+    --hash=sha256:54be625517ef3cf52905da7fee63795b2f154dbdb02b37e8cfd63e7fb2f266ea \
+    --hash=sha256:557b415b41006cca88d86ad190b795455e9334d3cf5838e63c4c668a65227ccb \
+    --hash=sha256:5703637ede6fba04cbeabbb47aada7d17606c2d4df73305063f4a3c829c21fc7 \
+    --hash=sha256:58cc303f982fb0f23644b7f8e98b4f64b0d031365fcc2284da896e96493176d2 \
+    --hash=sha256:5c2803d4ef257f2599cffd0e9d60cfb3d4c522abbe8f5a839bd48d8edd26dae7 \
+    --hash=sha256:5cf612aefe0201a2995763cce82b9cd03cbddd2bfd6f8975f910c091dfa7bb5f \
+    --hash=sha256:5de8da9bbdd08b6200244ee818cd15d1da0f2b06ac926dba0e686260bac7fd40 \
+    --hash=sha256:6201c065791422a73d5aeb4916e00879de9b097cf54526f82b5b3c297126d938 \
+    --hash=sha256:6866b6e4154303dc7c48c7ca3b867a8ce31d469334b67976dfc0513455aa1ca0 \
+    --hash=sha256:695b3f1aab50519230e3d8d86abaedaadf91af105b569cce3b8ebe0dc612b312 \
+    --hash=sha256:73543a82be71c041d5b169754089a58d02063eb72ac8688533b6fc26ab6beea8 \
+    --hash=sha256:7797c54a35e9d89b4664ec7d542745b87b5ffa9c1201c1062fdcd488eb583390 \
+    --hash=sha256:7941d3bd48d860d0e17ca24827b5233ea27bb4227e822eafb3897df1f43f8342 \
+    --hash=sha256:7b8fe0442ac5e50b5e6bceb37dcc2cd4908e7716b869cbe6b8901cc0b489884f \
+    --hash=sha256:8244d0fbfe1ef15ffb443f3d32a44aff062adbef0a7fd6db3f011999df966223 \
+    --hash=sha256:87870346278f46a8c22866ff48716590be35b4aea16e1373e695fb6442c28c41 \
+    --hash=sha256:89f08fc3724b2fe7a081b69dfd3ad6625960443e1f61a984cae7c627776f12f4 \
+    --hash=sha256:8e001d9c902e98912503eca66c93d4b4b22f5071e4ab777f4db9e140f35288f4 \
+    --hash=sha256:8f76a65ff322b3d47af2a23f60409d6d8f184804da551c734e355834e69c0dfb \
+    --hash=sha256:92d1c34b6022bedee4b3899f3a9a1105777da11a9abf1a51f4d84bed8f037fa1 \
+    --hash=sha256:94ecab158521225b20e44d67c8afc2d9af6760985a9f489d21bf2aa8bbe467f8 \
+    --hash=sha256:954899edc024f13079932418f59bbdadabc52d9dcb49c7b559c382c7be352dfc \
+    --hash=sha256:9b4195a6ba2052c70bac6d73f19aa69644424c5a30fa09f7319cc1b59e15acb6 \
+    --hash=sha256:9d735a7d2d2e2eb9a88d932d35b335c10fae9038034f381b6d437dafed46497e \
+    --hash=sha256:9e48491e042f956d4232ebc138e07074100878c0080e3ba10af4c2db1ba4df9f \
+    --hash=sha256:9f44a58f87059161f300e2be66ad3878fff540d27f5dcd69b21feae65c243a02 \
+    --hash=sha256:9f6fc47c9b10d1a9e77163ebd6f2e251af41fab895475d2ce9643423a41899af \
+    --hash=sha256:a53ae0a0eb128a69a74db4165e7e5f24d54e2711678622198f7073dcb991962f \
+    --hash=sha256:abeb8acc83d168063b70168ccf8dfd55f5a7ce50f9af2ca025c41285781ecdd4 \
+    --hash=sha256:ac3b454f98d28a89c15a1170e771c61902cbc53eed126db36138b684dba5a729 \
+    --hash=sha256:b08e4873814d11aa25ef3927c848b9e5cf21215b925e83875b9fe11c7a035b0e \
+    --hash=sha256:b74afed3db289228e0f95a8909835365f644eb69ff31cd6c0b45608ca9e56d78 \
+    --hash=sha256:bc95c1d0c7acd534184bf3ba243a454e0942e4a7c8b9edd32d939fc15e33d753 \
+    --hash=sha256:c0f9f250f617f114061ab718d460be6be8e0a1cbbfdbbfb5541ed1c8fefee150 \
+    --hash=sha256:c6a290ba771cc9004f9fc194d23ab11ee4aae71550ca874c3dc985af5b5f910b \
+    --hash=sha256:c95488ecbab2916de094e68f2a2c55c9475b2e979c03d91a6cd3565f9e5ff2f9 \
+    --hash=sha256:c98a43204841cc4698155acb523d7b21a78f8b05666704359e0fddecd5d1043d \
+    --hash=sha256:ca1e4854134023ba687a7abf45ed3355f773ca7198b6895d88a89030446a9f2e \
+    --hash=sha256:cb55eb77541cf280a009829280d5844936dc8a2e4a3eb069c010a1f547dbfe97 \
+    --hash=sha256:cb8d9a2cebc5fadde98773bb27809a72ff01d11f1037cb58f8e71e740586223e \
+    --hash=sha256:cc3cebfd7d0826d223662f01ed0fa25932edf3f62479be13c4d6ff0fab090c34 \
+    --hash=sha256:d05c320af21efbc132fe887640f7a2dbb36cfb38af6d4e62396fe104b78f7b72 \
+    --hash=sha256:d12a5665169abceb878d50b55571d6a7690bf97aaaf9a7f5438b10e474fde3f2 \
+    --hash=sha256:d1ac5343e921ce21f8f10f91158ad6404a1488c1cc22ddfa6b34cfb9d997cebd \
+    --hash=sha256:d2c79961d5afeb20557c30a0ae899d14ff58cdf1c0e2c8aa3d6807600d00f619 \
+    --hash=sha256:d3f61fb669b36c1a714346b18c9c488ad33a58049b7b229785c241de18c005d7 \
+    --hash=sha256:d58c6e8d4c4fa4e0c31bc4b876960ccba94eb5fcfb045f2b064ce55707034be9 \
+    --hash=sha256:d6e236c6601480997c6e1dbbd4ab2b7ea0bc82a9a7baa1f681a1b072c9c02677 \
+    --hash=sha256:d702dbcafcd16e8925e30c0e780ab3dc81450e19008fd3e77494111fc161a2b2 \
+    --hash=sha256:dda6efabd0621f53eb46a3789ec89c6fd2c90dfb57aebfce3fcda6eab9ed6a7e \
+    --hash=sha256:de2729e1e4ae47a07ac3c70ff977ed1ebe19e7b44d5089075c94f7a9a2dc6f4f \
+    --hash=sha256:e3d100890a643e12f39de4226ab4f9d0a22842b4f34ae2964d0149419e4d7aff \
+    --hash=sha256:e7f9184c6040365e79a0b900507c289b6a4e06ade3c9691e501d176d5cf775cf \
+    --hash=sha256:e7fecc701ece0500fe38fc671b5704d904e2dca9a9284b35263b0bd7e5c62527 \
+    --hash=sha256:e9c619a49984212e5f757e10d5e5f95888b0c08d67a7f2b9f395cede30712dc2 \
+    --hash=sha256:ebe56c17bf3754335307b17be7f554c5eae47acf738471cf38dba0ec73a42c37 \
+    --hash=sha256:ef01e79224f0ee6cf2ca642884f0bc04e446227b96dc576c312717eb33552d57 \
+    --hash=sha256:ef68fdcb3b1743a46210f3c888cd15668a07422aa10b4d4130ba512aac595bf7 \
+    --hash=sha256:f22f4e46d85f24b5bc49e68043dd754b258b880ac64d72f4f4b9ac1b11f0fb2f \
+    --hash=sha256:f5ce67f81fe3d7ca5fed8fdaf93a762a63e1d125e20e425ca7200f9e54a3e3a6 \
+    --hash=sha256:fbc884f3eab894126398c120b7f92a72a5b9f92db6d8c27d39087da871c642cd \
+    --hash=sha256:fc90a5373c92f4a9babb4c40fe148516f52160c0ba803bc9b2f936367f2f7437 \
+    --hash=sha256:fe9fd84b7d87f365f720699dedd254882ba7e5ef927d3ba1e13413d45963b691
+    # via keras-nightly
+packaging==24.1 \
+    --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
+    --hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
+    # via
+    #   keras-nightly
+    #   tb-nightly
+    #   tf-nightly
 promise==2.3 \
     --hash=sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0
     # via tensorflow-datasets
@@ -528,65 +632,72 @@ protobuf==3.20.3 \
     --hash=sha256:f4bd856d702e5b0d96a00ec6b307b0f51c1982c2bf9c0052cf9019e9a544ba99 \
     --hash=sha256:f4c42102bc82a51108e449cbb32b19b180022941c727bac0cfd50170341f16ee
     # via
-    #   tensorboard
-    #   tensorflow
+    #   tb-nightly
     #   tensorflow-datasets
     #   tensorflow-metadata
-psutil==5.9.8 \
-    --hash=sha256:02615ed8c5ea222323408ceba16c60e99c3f91639b07da6373fb7e6539abc56d \
-    --hash=sha256:05806de88103b25903dff19bb6692bd2e714ccf9e668d050d144012055cbca73 \
-    --hash=sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8 \
-    --hash=sha256:27cc40c3493bb10de1be4b3f07cae4c010ce715290a5be22b98493509c6299e2 \
-    --hash=sha256:36f435891adb138ed3c9e58c6af3e2e6ca9ac2f365efe1f9cfef2794e6c93b4e \
-    --hash=sha256:50187900d73c1381ba1454cf40308c2bf6f34268518b3f36a9b663ca87e65e36 \
-    --hash=sha256:611052c4bc70432ec770d5d54f64206aa7203a101ec273a0cd82418c86503bb7 \
-    --hash=sha256:6be126e3225486dff286a8fb9a06246a5253f4c7c53b475ea5f5ac934e64194c \
-    --hash=sha256:7d79560ad97af658a0f6adfef8b834b53f64746d45b403f225b85c5c2c140eee \
-    --hash=sha256:8cb6403ce6d8e047495a701dc7c5bd788add903f8986d523e3e20b98b733e421 \
-    --hash=sha256:8db4c1b57507eef143a15a6884ca10f7c73876cdf5d51e713151c1236a0e68cf \
-    --hash=sha256:aee678c8720623dc456fa20659af736241f575d79429a0e5e9cf88ae0605cc81 \
-    --hash=sha256:bc56c2a1b0d15aa3eaa5a60c9f3f8e3e565303b465dbf57a1b730e7a2b9844e0 \
-    --hash=sha256:bd1184ceb3f87651a67b2708d4c3338e9b10c5df903f2e3776b62303b26cb631 \
-    --hash=sha256:d06016f7f8625a1825ba3732081d77c94589dca78b7a3fc072194851e88461a4 \
-    --hash=sha256:d16bbddf0693323b8c6123dd804100241da461e41d6e332fb0ba6058f630f8c8
+    #   tf-nightly
+psutil==6.1.0 \
+    --hash=sha256:000d1d1ebd634b4efb383f4034437384e44a6d455260aaee2eca1e9c1b55f047 \
+    --hash=sha256:045f00a43c737f960d273a83973b2511430d61f283a44c96bf13a6e829ba8fdc \
+    --hash=sha256:0895b8414afafc526712c498bd9de2b063deaac4021a3b3c34566283464aff8e \
+    --hash=sha256:1209036fbd0421afde505a4879dee3b2fd7b1e14fee81c0069807adcbbcca747 \
+    --hash=sha256:1ad45a1f5d0b608253b11508f80940985d1d0c8f6111b5cb637533a0e6ddc13e \
+    --hash=sha256:353815f59a7f64cdaca1c0307ee13558a0512f6db064e92fe833784f08539c7a \
+    --hash=sha256:498c6979f9c6637ebc3a73b3f87f9eb1ec24e1ce53a7c5173b8508981614a90b \
+    --hash=sha256:5cd2bcdc75b452ba2e10f0e8ecc0b57b827dd5d7aaffbc6821b2a9a242823a76 \
+    --hash=sha256:6d3fbbc8d23fcdcb500d2c9f94e07b1342df8ed71b948a2649b5cb060a7c94ca \
+    --hash=sha256:6e2dcd475ce8b80522e51d923d10c7871e45f20918e027ab682f94f1c6351688 \
+    --hash=sha256:9118f27452b70bb1d9ab3198c1f626c2499384935aaf55388211ad982611407e \
+    --hash=sha256:9dcbfce5d89f1d1f2546a2090f4fcf87c7f669d1d90aacb7d7582addece9fb38 \
+    --hash=sha256:a8506f6119cff7015678e2bce904a4da21025cc70ad283a53b099e7620061d85 \
+    --hash=sha256:a8fb3752b491d246034fa4d279ff076501588ce8cbcdbb62c32fd7a377d996be \
+    --hash=sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942 \
+    --hash=sha256:d905186d647b16755a800e7263d43df08b790d709d575105d419f8b6ef65423a \
+    --hash=sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0
     # via tensorflow-datasets
-pyarrow==16.1.0 \
-    --hash=sha256:06ebccb6f8cb7357de85f60d5da50e83507954af617d7b05f48af1621d331c9a \
-    --hash=sha256:0d07de3ee730647a600037bc1d7b7994067ed64d0eba797ac74b2bc77384f4c2 \
-    --hash=sha256:0d27bf89dfc2576f6206e9cd6cf7a107c9c06dc13d53bbc25b0bd4556f19cf5f \
-    --hash=sha256:0d32000693deff8dc5df444b032b5985a48592c0697cb6e3071a5d59888714e2 \
-    --hash=sha256:15fbb22ea96d11f0b5768504a3f961edab25eaf4197c341720c4a387f6c60315 \
-    --hash=sha256:17e23b9a65a70cc733d8b738baa6ad3722298fa0c81d88f63ff94bf25eaa77b9 \
-    --hash=sha256:185d121b50836379fe012753cf15c4ba9638bda9645183ab36246923875f8d1b \
-    --hash=sha256:18da9b76a36a954665ccca8aa6bd9f46c1145f79c0bb8f4f244f5f8e799bca55 \
-    --hash=sha256:19741c4dbbbc986d38856ee7ddfdd6a00fc3b0fc2d928795b95410d38bb97d15 \
-    --hash=sha256:25233642583bf658f629eb230b9bb79d9af4d9f9229890b3c878699c82f7d11e \
-    --hash=sha256:2e51ca1d6ed7f2e9d5c3c83decf27b0d17bb207a7dea986e8dc3e24f80ff7d6f \
-    --hash=sha256:2e73cfc4a99e796727919c5541c65bb88b973377501e39b9842ea71401ca6c1c \
-    --hash=sha256:31a1851751433d89a986616015841977e0a188662fcffd1a5677453f1df2de0a \
-    --hash=sha256:3b20bd67c94b3a2ea0a749d2a5712fc845a69cb5d52e78e6449bbd295611f3aa \
-    --hash=sha256:4740cc41e2ba5d641071d0ab5e9ef9b5e6e8c7611351a5cb7c1d175eaf43674a \
-    --hash=sha256:48be160782c0556156d91adbdd5a4a7e719f8d407cb46ae3bb4eaee09b3111bd \
-    --hash=sha256:8785bb10d5d6fd5e15d718ee1d1f914fe768bf8b4d1e5e9bf253de8a26cb1628 \
-    --hash=sha256:98100e0268d04e0eec47b73f20b39c45b4006f3c4233719c3848aa27a03c1aef \
-    --hash=sha256:99f7549779b6e434467d2aa43ab2b7224dd9e41bdde486020bae198978c9e05e \
-    --hash=sha256:9cf389d444b0f41d9fe1444b70650fea31e9d52cfcb5f818b7888b91b586efff \
-    --hash=sha256:a33a64576fddfbec0a44112eaf844c20853647ca833e9a647bfae0582b2ff94b \
-    --hash=sha256:a8914cd176f448e09746037b0c6b3a9d7688cef451ec5735094055116857580c \
-    --hash=sha256:b04707f1979815f5e49824ce52d1dceb46e2f12909a48a6a753fe7cafbc44a0c \
-    --hash=sha256:b5f5705ab977947a43ac83b52ade3b881eb6e95fcc02d76f501d549a210ba77f \
-    --hash=sha256:ba8ac20693c0bb0bf4b238751d4409e62852004a8cf031c73b0e0962b03e45e3 \
-    --hash=sha256:bf9251264247ecfe93e5f5a0cd43b8ae834f1e61d1abca22da55b20c788417f6 \
-    --hash=sha256:d0ebea336b535b37eee9eee31761813086d33ed06de9ab6fc6aaa0bace7b250c \
-    --hash=sha256:ddf5aace92d520d3d2a20031d8b0ec27b4395cab9f74e07cc95edf42a5cc0147 \
-    --hash=sha256:ddfe389a08ea374972bd4065d5f25d14e36b43ebc22fc75f7b951f24378bf0b5 \
-    --hash=sha256:e1369af39587b794873b8a307cc6623a3b1194e69399af0efd05bb202195a5a7 \
-    --hash=sha256:e6b6d3cd35fbb93b70ade1336022cc1147b95ec6af7d36906ca7fe432eb09710 \
-    --hash=sha256:f07fdffe4fd5b15f5ec15c8b64584868d063bc22b86b46c9695624ca3505b7b4 \
-    --hash=sha256:f2c5fb249caa17b94e2b9278b36a05ce03d3180e6da0c4c3b3ce5b2788f30eed \
-    --hash=sha256:f68f409e7b283c085f2da014f9ef81e885d90dcd733bd648cfba3ef265961848 \
-    --hash=sha256:fbef391b63f708e103df99fbaa3acf9f671d77a183a07546ba2f2c297b361e83 \
-    --hash=sha256:febde33305f1498f6df85e8020bca496d0e9ebf2093bab9e0f65e2b4ae2b3444
+pyarrow==18.0.0 \
+    --hash=sha256:00178509f379415a3fcf855af020e3340254f990a8534294ec3cf674d6e255fd \
+    --hash=sha256:03f40b65a43be159d2f97fd64dc998f769d0995a50c00f07aab58b0b3da87e1f \
+    --hash=sha256:082ba62bdcb939824ba1ce10b8acef5ab621da1f4c4805e07bfd153617ac19d4 \
+    --hash=sha256:09f30690b99ce34e0da64d20dab372ee54431745e4efb78ac938234a282d15f9 \
+    --hash=sha256:2333f93260674e185cfbf208d2da3007132572e56871f451ba1a556b45dae6e2 \
+    --hash=sha256:28f9c39a56d2c78bf6b87dcc699d520ab850919d4a8c7418cd20eda49874a2ea \
+    --hash=sha256:2c664ab88b9766413197733c1720d3dcd4190e8fa3bbdc3710384630a0a7207b \
+    --hash=sha256:2c992716cffb1088414f2b478f7af0175fd0a76fea80841b1706baa8fb0ebaad \
+    --hash=sha256:2e549a748fa8b8715e734919923f69318c953e077e9c02140ada13e59d043310 \
+    --hash=sha256:320ae9bd45ad7ecc12ec858b3e8e462578de060832b98fc4d671dee9f10d9954 \
+    --hash=sha256:336addb8b6f5208be1b2398442c703a710b6b937b1a046065ee4db65e782ff5a \
+    --hash=sha256:3ac24b2be732e78a5a3ac0b3aa870d73766dd00beba6e015ea2ea7394f8b4e55 \
+    --hash=sha256:45476490dd4adec5472c92b4d253e245258745d0ccaabe706f8d03288ed60a79 \
+    --hash=sha256:4c381857754da44326f3a49b8b199f7f87a51c2faacd5114352fc78de30d3aba \
+    --hash=sha256:4d5ca5d707e158540312e09fd907f9f49bacbe779ab5236d9699ced14d2293b8 \
+    --hash=sha256:58a62549a3e0bc9e03df32f350e10e1efb94ec6cf63e3920c3385b26663948ce \
+    --hash=sha256:5f0510608ccd6e7f02ca8596962afb8c6cc84c453e7be0da4d85f5f4f7b0328a \
+    --hash=sha256:603cd8ad4976568954598ef0a6d4ed3dfb78aff3d57fa8d6271f470f0ce7d34f \
+    --hash=sha256:606e9a3dcb0f52307c5040698ea962685fb1c852d72379ee9412be7de9c5f9e2 \
+    --hash=sha256:616ea2826c03c16e87f517c46296621a7c51e30400f6d0a61be645f203aa2b93 \
+    --hash=sha256:66dcc216ebae2eb4c37b223feaf82f15b69d502821dde2da138ec5a3716e7463 \
+    --hash=sha256:6dd1b52d0d58dd8f685ced9971eb49f697d753aa7912f0a8f50833c7a7426319 \
+    --hash=sha256:871b292d4b696b09120ed5bde894f79ee2a5f109cb84470546471df264cae136 \
+    --hash=sha256:8c70c1965cde991b711a98448ccda3486f2a336457cf4ec4dca257a926e149c9 \
+    --hash=sha256:8f40ec677e942374e3d7f2fad6a67a4c2811a8b975e8703c6fd26d3b168a90e2 \
+    --hash=sha256:907ee0aa8ca576f5e0cdc20b5aeb2ad4d3953a3b4769fc4b499e00ef0266f02f \
+    --hash=sha256:a1824f5b029ddd289919f354bc285992cb4e32da518758c136271cf66046ef22 \
+    --hash=sha256:a6aa027b1a9d2970cf328ccd6dbe4a996bc13c39fd427f502782f5bdb9ca20f5 \
+    --hash=sha256:a71ab0589a63a3e987beb2bc172e05f000a5c5be2636b4b263c44034e215b5d7 \
+    --hash=sha256:b30a927c6dff89ee702686596f27c25160dd6c99be5bcc1513a763ae5b1bfc03 \
+    --hash=sha256:b46591222c864e7da7faa3b19455196416cd8355ff6c2cc2e65726a760a3c420 \
+    --hash=sha256:b5bd7fd32e3ace012d43925ea4fc8bd1b02cc6cc1e9813b518302950e89b5a22 \
+    --hash=sha256:bc1daf7c425f58527900876354390ee41b0ae962a73ad0959b9d829def583bb1 \
+    --hash=sha256:bc97316840a349485fbb137eb8d0f4d7057e1b2c1272b1a20eebbbe1848f5122 \
+    --hash=sha256:be08af84808dff63a76860847c48ec0416928a7b3a17c2f49a072cac7c45efbd \
+    --hash=sha256:d5795e37c0a33baa618c5e054cd61f586cf76850a251e2b21355e4085def6280 \
+    --hash=sha256:d6331f280c6e4521c69b201a42dd978f60f7e129511a55da9e0bfe426b4ebb8d \
+    --hash=sha256:dc892be34dbd058e8d189b47db1e33a227d965ea8805a235c8a7286f7fd17d3a \
+    --hash=sha256:e7ab04f272f98ebffd2a0661e4e126036f6936391ba2889ed2d44c5006237802 \
+    --hash=sha256:eb7e3abcda7e1e6b83c2dc2909c8d045881017270a119cc6ee7fdcfe71d02df8 \
+    --hash=sha256:f1a198a50c409ab2d009fbf20956ace84567d67f2c5701511d4dd561fae6f32e \
+    --hash=sha256:fe92efcdbfa0bcf2fa602e466d7f2905500f33f09eb90bf0bcf2e6ca41b574c8
     # via tensorflow-datasets
 pygments==2.18.0 \
     --hash=sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199 \
@@ -596,15 +707,15 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via
-    #   tensorflow
     #   tensorflow-datasets
-rich==13.7.1 \
-    --hash=sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222 \
-    --hash=sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432
-    # via keras
-simple-parsing==0.1.5 \
-    --hash=sha256:46f35ed7002f9bb25dca3a49eac491cc78d2140e4adcbe156225ae643c2874ea \
-    --hash=sha256:d26ac15be5173cf28174e171a68153c11e462ad2cb3c23d3ad8634b00719d1fc
+    #   tf-nightly
+rich==13.9.4 \
+    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
+    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
+    # via keras-nightly
+simple-parsing==0.1.6 \
+    --hash=sha256:2a6e74b061fb754cc441559e8dcea9d108286d9e0ffaa9cca4eea6bbe85372e1 \
+    --hash=sha256:dad192e9633515a5627e343106636590a39a5ce85f6c47ced43507044ed98956
     # via tensorflow-datasets
 six==1.16.0 \
     --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
@@ -613,106 +724,103 @@ six==1.16.0 \
     #   astunparse
     #   google-pasta
     #   promise
-    #   tensorboard
-    #   tensorflow
-tensorboard==2.16.2 \
-    --hash=sha256:9f2b4e7dad86667615c0e5cd072f1ea8403fc032a299f0072d6f74855775cc45
-    # via tensorflow
+    #   tb-nightly
+    #   tf-nightly
+tb-nightly==2.19.0a20241103 \
+    --hash=sha256:a3d7d9e75cdad9ef76a31c97d0e79f55707ce466092790fb694b3df23a4f123a
+    # via tf-nightly
 tensorboard-data-server==0.7.2 \
     --hash=sha256:7e0610d205889588983836ec05dc098e80f97b7e7bbff7e994ebb78f578d0ddb \
     --hash=sha256:9fe5d24221b29625dbc7328b0436ca7fc1c23de4acf4d272f1180856e32f9f60 \
     --hash=sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530
-    # via tensorboard
-tensorflow==2.16.1 \
-    --hash=sha256:03b946e73bf48d857928329b8b321b00b42fe1b4f774c6580666683b0629689f \
-    --hash=sha256:093573a8eb93ef9511e7015b8de9659ed27156f2f05e6d1211f8f4cb76407ee1 \
-    --hash=sha256:09cac3c6a8fbf85a9b95491b58086154dd00a09956ed31823bb45c6605f0e881 \
-    --hash=sha256:1c5611e7357b7a4bc6dccc60750c91e27cdff82622fc917848f22add5ab8de26 \
-    --hash=sha256:1e96047657c64459a36a0cc211a3d003df96c7be3f95a84f7b705715f5697270 \
-    --hash=sha256:21a3c6d76a39f52754c389326f6bef8aef3c26b5bc89ca365add4a69483e569e \
-    --hash=sha256:42858b5d14159a2b9cc01c7f5a88e063b0601f20430cb358374005a67da38114 \
-    --hash=sha256:4a123fbb5788ba30d1113ce01bb166ddf85056fcb40e287c32a929ebfa4aa061 \
-    --hash=sha256:617df9fa2d697c4bc22fa3ee87eb01d580ab1bd0438fea15c4ec2f2870c40bb0 \
-    --hash=sha256:8231a9d7bba92a51231dcdcc3073920ad7d22fa88c64c7e2ecb7f1feac9d5fcb \
-    --hash=sha256:8e376ab46fb1df18a1f927d77011d36ecf7b717a81cbfe4a941c7bf5236939b3 \
-    --hash=sha256:92152aa77c402684e9066885515af6a45d88455c4453a818052c7369357078d8 \
-    --hash=sha256:930c61100cce3a5cb63d30fe6776504405214e8398a26ca968222ecb8b8f9404 \
-    --hash=sha256:ab79f156dd746c2dae906e3b4c5daac3855742941752e5a2c28f094c56eed466 \
-    --hash=sha256:ae0554471d472b8095f8a5204d878389d0d4bc88f6ef6edcd477b952dff5cfab \
-    --hash=sha256:bbf06d879070dfce2617c7d2bb19696bb1b2bcbb3b4ae009520e7166dd75dfc2 \
-    --hash=sha256:c612cdd436bb55b8dae1ecdd1d253496c95b006870b7165b8480c6606b8622aa \
-    --hash=sha256:cc2065d1d27f9f89fea8a0fe8fdf6c437ae60987cd7f2928e0d00e532e79e44d \
-    --hash=sha256:e9cf3fba7f389ff8b8342c5fbebb2529321e0ce9e03d7bcb3657ee0876686c36 \
-    --hash=sha256:f8a5b83ca4bf1813da158f63479cfdf848c0761e5120258417b3a96074a489f5
-    # via
-    #   -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
-    #   tf-keras
-tensorflow-datasets==4.9.6 \
-    --hash=sha256:b14698a575e4a1e30f8e2ad6614e8e5f97036cc415b0d21eea6bc9f4d82b24ed \
-    --hash=sha256:f0ee91edbd6711cf758949574baa917aa187cb70364f1a5c14ef6e1b8f2b74a6
-    # via -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
-tensorflow-io-gcs-filesystem==0.37.0 \
-    --hash=sha256:03d5598b8007551f4e1391bf85a83a1865e3fa0789beef15a200efaa06a23fb5 \
-    --hash=sha256:0e2901bc4a91158fa0a10d37594c8a5efb1445dd5a041b1b5b90f782a5d1b15e \
-    --hash=sha256:13bc337f2c2db63a39c81c8fd0ececc0c3d5fcf4ce229dfed0b0085a23dd60e9 \
-    --hash=sha256:48a8e7aec651bea8db410f6426c6446a56d16a5ab32201a70d8d684c113137b7 \
-    --hash=sha256:4ec3c0d0a9d3676a2e74198e3dff66d74c7c34f974257f2176236d0703b31a0e \
-    --hash=sha256:500ec871a8d59cf78992b7fd4750d86ea3d35e231fb0bea7a7eabcf73abfceeb \
-    --hash=sha256:57e7af9c81e79bf8fb552985dc8972ac90437d34bd4c1c9019a92a07eb12bc98 \
-    --hash=sha256:677d6d7c84a94a3b27ea5d16633ea09adadef09c2630480e8e94209558828b02 \
-    --hash=sha256:71ccf64a137efcb2be2627225b4e48110cbf34da39b23c5cc688fe803f2510f1 \
-    --hash=sha256:82cc4d8e26fb143fc814ac8ab95fede83363a315f5b62f8ae68312f1aca1cc6e \
-    --hash=sha256:8385f4fe447812bd8e2e11ef523cf02765319100e5d9e4a9b5a876d4440c900c \
-    --hash=sha256:8d3ad5f30b6dbe09baefdb80e9aa7ff3869c772928b865f8ffc8402be7675a43 \
-    --hash=sha256:8e5d1ac4d2010e8cdf259918ba1500c942b51b7ed2e549f55b404c1fb52f695d \
-    --hash=sha256:95bb229e968fca943806c6ac04e81dc4966fc4a36ab83efaa061a4ecb3ea5e85 \
-    --hash=sha256:af0f79400656bb88bf326d2b8e63aef49c07a0ce8c14c3e2589a62e765d8c21f \
-    --hash=sha256:eab6e4c1daf7ddbfef608cd8e2102861021678dfb3f6a7fb3f613db9d6992919
-    # via tensorflow
-tensorflow-metadata==1.15.0 \
-    --hash=sha256:cb84d8e159128aeae7b3f6013ccd7969c69d2e6d1a7b255dbfa6f5344d962986
+    # via tb-nightly
+tensorflow-datasets==4.9.7 \
+    --hash=sha256:948d7a68ee693d9709cbfe955f97344b98647e5512e0e42dd2a61f3e7925d68b \
+    --hash=sha256:f6fdfe745b5df2a37bde8bb2ef149188ebbca4af546226b461f3bad26bc42875
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tensorflow-io-gcs-filesystem==0.37.1 \
+    --hash=sha256:0df00891669390078a003cedbdd3b8e645c718b111917535fa1d7725e95cdb95 \
+    --hash=sha256:249c12b830165841411ba71e08215d0e94277a49c551e6dd5d72aab54fe5491b \
+    --hash=sha256:257aab23470a0796978efc9c2bcf8b0bc80f22e6298612a4c0a50d3f4e88060c \
+    --hash=sha256:286389a203a5aee1a4fa2e53718c661091aa5fea797ff4fa6715ab8436b02e6c \
+    --hash=sha256:32c50ab4e29a23c1f91cd0f9ab8c381a0ab10f45ef5c5252e94965916041737c \
+    --hash=sha256:426de1173cb81fbd62becec2012fc00322a295326d90eb6c737fab636f182aed \
+    --hash=sha256:6e1f2796b57e799a8ca1b75bf47c2aaa437c968408cc1a402a9862929e104cda \
+    --hash=sha256:8943036bbf84e7a2be3705cb56f9c9df7c48c9e614bb941f0936c58e3ca89d6f \
+    --hash=sha256:8febbfcc67c61e542a5ac1a98c7c20a91a5e1afc2e14b1ef0cb7c28bc3b6aa70 \
+    --hash=sha256:9679b36e3a80921876f31685ab6f7270f3411a4cc51bc2847e80d0e4b5291e27 \
+    --hash=sha256:b02f9c5f94fd62773954a04f69b68c4d576d076fd0db4ca25d5479f0fbfcdbad \
+    --hash=sha256:ee5da49019670ed364f3e5fb86b46420841a6c3cb52a300553c63841671b3e6d \
+    --hash=sha256:ee7c8ee5fe2fd8cb6392669ef16e71841133041fee8a330eff519ad9b36e4556 \
+    --hash=sha256:fbb33f1745f218464a59cecd9a18e32ca927b0f4d77abd8f8671b645cc1a182f \
+    --hash=sha256:fe8dcc6d222258a080ac3dfcaaaa347325ce36a7a046277f6b3e19abc1efb3c5 \
+    --hash=sha256:ffebb6666a7bfc28005f4fbbb111a455b5e7d6cd3b12752b7050863ecb27d5cc
+    # via tf-nightly
+tensorflow-metadata==1.16.1 \
+    --hash=sha256:2ce72ea31d78a00c0c74c6d465482335aa5cb2a3b2a104dedba0b258bc7bb18a
     # via
-    #   -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
     #   tensorflow-datasets
-termcolor==2.4.0 \
-    --hash=sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63 \
-    --hash=sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a
+termcolor==2.5.0 \
+    --hash=sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8 \
+    --hash=sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f
     # via
-    #   tensorflow
     #   tensorflow-datasets
-tf-keras==2.16.0 \
-    --hash=sha256:b2ad0541fa7d9e92c4b7a1b96593377afb58aaff374299a6ca6be1a42f51d899 \
-    --hash=sha256:db53891f1ac98197c2acced98cdca8c06ba8255655a6cb7eb95ed49676118280
-    # via -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
+    #   tf-nightly
+tf-keras-nightly==2.19.0.dev2024110310 \
+    --hash=sha256:6c4a030252589a8d17cf0d296f41c6b2e333b88aaa428ac823c9ae7e0a47d793 \
+    --hash=sha256:c02036e3ff847432f29386212bf27ff6a664eba876e7eb96601f232168316ee7
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tf-nightly==2.19.0.dev20241103 \
+    --hash=sha256:25ec4098ff89efc0b4c2a34a9fbaa03c62b6ea5c13fc543c913b5aefb55f7d1d \
+    --hash=sha256:33b57612715573edc738df105a7a266765512020b6db2529a7d4365cc57087ae \
+    --hash=sha256:3e2bd02bf4923babfe1751be28f7a70be04d18796857265cd5764b4de1a34716 \
+    --hash=sha256:5314f61658c4f9c8421c11ab528311171485a4196e7741f3fdb2b9d40ac16da0 \
+    --hash=sha256:5ee05bf07c123792ea5085bbc5299f41bdb86360c6797d7e62b8ab2ddc10ed42 \
+    --hash=sha256:6fffacfa30b193e087ba047fce9e183ceede4af47e4a38c988b9a21a2a99347c \
+    --hash=sha256:7f13c46814eb9a8770ee2edaf3f40d92540b660fb69263100dff9e23ece7ed7a \
+    --hash=sha256:844864ed264d80fb8a299fbac35f81b0a483cb55973321b94d09d14d5a24054c \
+    --hash=sha256:8504a46d8554178ad1efb4353c567be5fe3754e0d5687a45b8944b2a204c57b8 \
+    --hash=sha256:892acdd4835632344fe46efff4b4dc3fbc0de07785b0ea32d646eee19ac74048 \
+    --hash=sha256:8f1059a8f50d9b5f5d825c098822431e4a9530c99ddaf8ed0c591ebefb992733 \
+    --hash=sha256:916c40c52a970d8ac1497214c0d7c4fecb59d39e775af1463d2c71148595d05d \
+    --hash=sha256:9181f069889b50af7125d479a6ae4b82e93efdbd0dc209edf74b356e770c75a3 \
+    --hash=sha256:958774aa6ca54aef8ba9ba592a5a6ae61a61d12c421ed0f3368878ba95c29e65 \
+    --hash=sha256:a303f137a5a387213fd912c069421120f8ece6a97c98a918ddede8850d88adc2 \
+    --hash=sha256:c871b69ca63d755e72db5605227341c56248daefafbe6abdf381f17d0aca26c6
+    # via
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tf-keras-nightly
 toml==0.10.2 \
     --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
     --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
     # via tensorflow-datasets
-tqdm==4.66.4 \
-    --hash=sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644 \
-    --hash=sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb
+tqdm==4.66.6 \
+    --hash=sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63 \
+    --hash=sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090
     # via
     #   etils
     #   tensorflow-datasets
-typing-extensions==4.12.1 \
-    --hash=sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a \
-    --hash=sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
     # via
     #   etils
     #   optree
+    #   rich
     #   simple-parsing
-    #   tensorflow
-urllib3==2.2.1 \
-    --hash=sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d \
-    --hash=sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19
+    #   tf-nightly
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
-werkzeug==3.0.3 \
-    --hash=sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18 \
-    --hash=sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8
-    # via tensorboard
-wheel==0.43.0 \
-    --hash=sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85 \
-    --hash=sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81
+werkzeug==3.1.1 \
+    --hash=sha256:8cd39dfbdfc1e051965f156163e2974e52c210f130810e9ad36858f0fd3edad4 \
+    --hash=sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5
+    # via tb-nightly
+wheel==0.44.0 \
+    --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
+    --hash=sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49
     # via astunparse
 wrapt==1.16.0 \
     --hash=sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc \
@@ -786,11 +894,11 @@ wrapt==1.16.0 \
     --hash=sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a \
     --hash=sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4
     # via
-    #   tensorflow
     #   tensorflow-datasets
-zipp==3.19.2 \
-    --hash=sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19 \
-    --hash=sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c
+    #   tf-nightly
+zipp==3.20.2 \
+    --hash=sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350 \
+    --hash=sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29
     # via etils
 
 # The following packages are considered to be unsafe in a requirements file:
@@ -798,5 +906,6 @@ setuptools==70.0.0 \
     --hash=sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4 \
     --hash=sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0
     # via
-    #   tensorboard
-    #   tensorflow
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tb-nightly
+    #   tf-nightly
diff --git a/oss_scripts/pip_package/requirements_lock_3_11.txt b/oss_scripts/pip_package/requirements_lock_3_11.txt
index e5d6f8b5a..7a9d7bae8 100644
--- a/oss_scripts/pip_package/requirements_lock_3_11.txt
+++ b/oss_scripts/pip_package/requirements_lock_3_11.txt
@@ -10,11 +10,11 @@ absl-py==2.1.0 \
     # via
     #   array-record
     #   etils
-    #   keras
-    #   tensorboard
-    #   tensorflow
+    #   keras-nightly
+    #   tb-nightly
     #   tensorflow-datasets
     #   tensorflow-metadata
+    #   tf-nightly
 array-record==0.5.1 \
     --hash=sha256:248fb29086cb3a6322a5d8b8332d77713a030bc54f0bacdf215a6d3185f73f90 \
     --hash=sha256:6ebe99f37e3a797322f4f5cfc6902b5e852012ba2729fac628aad6affb225247 \
@@ -28,102 +28,117 @@ array-record==0.5.1 \
 astunparse==1.6.3 \
     --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
     --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
-    # via tensorflow
-certifi==2024.6.2 \
-    --hash=sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516 \
-    --hash=sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56
+    # via tf-nightly
+certifi==2024.8.30 \
+    --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
+    --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9
     # via requests
-charset-normalizer==3.3.2 \
-    --hash=sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027 \
-    --hash=sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087 \
-    --hash=sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786 \
-    --hash=sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8 \
-    --hash=sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09 \
-    --hash=sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185 \
-    --hash=sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574 \
-    --hash=sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e \
-    --hash=sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519 \
-    --hash=sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898 \
-    --hash=sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269 \
-    --hash=sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3 \
-    --hash=sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f \
-    --hash=sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6 \
-    --hash=sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8 \
-    --hash=sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a \
-    --hash=sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73 \
-    --hash=sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc \
-    --hash=sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714 \
-    --hash=sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2 \
-    --hash=sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc \
-    --hash=sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce \
-    --hash=sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d \
-    --hash=sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e \
-    --hash=sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6 \
-    --hash=sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269 \
-    --hash=sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96 \
-    --hash=sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d \
-    --hash=sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a \
-    --hash=sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4 \
-    --hash=sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77 \
-    --hash=sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d \
-    --hash=sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0 \
-    --hash=sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed \
-    --hash=sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068 \
-    --hash=sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac \
-    --hash=sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25 \
-    --hash=sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8 \
-    --hash=sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab \
-    --hash=sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26 \
-    --hash=sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2 \
-    --hash=sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db \
-    --hash=sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f \
-    --hash=sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5 \
-    --hash=sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99 \
-    --hash=sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c \
-    --hash=sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d \
-    --hash=sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811 \
-    --hash=sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa \
-    --hash=sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a \
-    --hash=sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03 \
-    --hash=sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b \
-    --hash=sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04 \
-    --hash=sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c \
-    --hash=sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001 \
-    --hash=sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458 \
-    --hash=sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389 \
-    --hash=sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99 \
-    --hash=sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985 \
-    --hash=sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537 \
-    --hash=sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238 \
-    --hash=sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f \
-    --hash=sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d \
-    --hash=sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796 \
-    --hash=sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a \
-    --hash=sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143 \
-    --hash=sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8 \
-    --hash=sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c \
-    --hash=sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5 \
-    --hash=sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5 \
-    --hash=sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711 \
-    --hash=sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4 \
-    --hash=sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6 \
-    --hash=sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c \
-    --hash=sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7 \
-    --hash=sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4 \
-    --hash=sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b \
-    --hash=sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae \
-    --hash=sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12 \
-    --hash=sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c \
-    --hash=sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae \
-    --hash=sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8 \
-    --hash=sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887 \
-    --hash=sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b \
-    --hash=sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4 \
-    --hash=sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f \
-    --hash=sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5 \
-    --hash=sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33 \
-    --hash=sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519 \
-    --hash=sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561
+charset-normalizer==3.4.0 \
+    --hash=sha256:0099d79bdfcf5c1f0c2c72f91516702ebf8b0b8ddd8905f97a8aecf49712c621 \
+    --hash=sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6 \
+    --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \
+    --hash=sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912 \
+    --hash=sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c \
+    --hash=sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b \
+    --hash=sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d \
+    --hash=sha256:130272c698667a982a5d0e626851ceff662565379baf0ff2cc58067b81d4f11d \
+    --hash=sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95 \
+    --hash=sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e \
+    --hash=sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565 \
+    --hash=sha256:1ffd9493de4c922f2a38c2bf62b831dcec90ac673ed1ca182fe11b4d8e9f2a64 \
+    --hash=sha256:2006769bd1640bdf4d5641c69a3d63b71b81445473cac5ded39740a226fa88ab \
+    --hash=sha256:20587d20f557fe189b7947d8e7ec5afa110ccf72a3128d61a2a387c3313f46be \
+    --hash=sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e \
+    --hash=sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907 \
+    --hash=sha256:285e96d9d53422efc0d7a17c60e59f37fbf3dfa942073f666db4ac71e8d726d0 \
+    --hash=sha256:2de62e8801ddfff069cd5c504ce3bc9672b23266597d4e4f50eda28846c322f2 \
+    --hash=sha256:2f6c34da58ea9c1a9515621f4d9ac379871a8f21168ba1b5e09d74250de5ad62 \
+    --hash=sha256:309a7de0a0ff3040acaebb35ec45d18db4b28232f21998851cfa709eeff49d62 \
+    --hash=sha256:35c404d74c2926d0287fbd63ed5d27eb911eb9e4a3bb2c6d294f3cfd4a9e0c23 \
+    --hash=sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc \
+    --hash=sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284 \
+    --hash=sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca \
+    --hash=sha256:425c5f215d0eecee9a56cdb703203dda90423247421bf0d67125add85d0c4455 \
+    --hash=sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858 \
+    --hash=sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b \
+    --hash=sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594 \
+    --hash=sha256:4796efc4faf6b53a18e3d46343535caed491776a22af773f366534056c4e1fbc \
+    --hash=sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db \
+    --hash=sha256:4b67fdab07fdd3c10bb21edab3cbfe8cf5696f453afce75d815d9d7223fbe88b \
+    --hash=sha256:4ec9dd88a5b71abfc74e9df5ebe7921c35cbb3b641181a531ca65cdb5e8e4dea \
+    --hash=sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6 \
+    --hash=sha256:54b6a92d009cbe2fb11054ba694bc9e284dad30a26757b1e372a1fdddaf21920 \
+    --hash=sha256:55f56e2ebd4e3bc50442fbc0888c9d8c94e4e06a933804e2af3e89e2f9c1c749 \
+    --hash=sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7 \
+    --hash=sha256:5d447056e2ca60382d460a604b6302d8db69476fd2015c81e7c35417cfabe4cd \
+    --hash=sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99 \
+    --hash=sha256:5ff2ed8194587faf56555927b3aa10e6fb69d931e33953943bc4f837dfee2242 \
+    --hash=sha256:62f60aebecfc7f4b82e3f639a7d1433a20ec32824db2199a11ad4f5e146ef5ee \
+    --hash=sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129 \
+    --hash=sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2 \
+    --hash=sha256:6b493a043635eb376e50eedf7818f2f322eabbaa974e948bd8bdd29eb7ef2a51 \
+    --hash=sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee \
+    --hash=sha256:6fd30dc99682dc2c603c2b315bded2799019cea829f8bf57dc6b61efde6611c8 \
+    --hash=sha256:707b82d19e65c9bd28b81dde95249b07bf9f5b90ebe1ef17d9b57473f8a64b7b \
+    --hash=sha256:7706f5850360ac01d80c89bcef1640683cc12ed87f42579dab6c5d3ed6888613 \
+    --hash=sha256:7782afc9b6b42200f7362858f9e73b1f8316afb276d316336c0ec3bd73312742 \
+    --hash=sha256:79983512b108e4a164b9c8d34de3992f76d48cadc9554c9e60b43f308988aabe \
+    --hash=sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3 \
+    --hash=sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5 \
+    --hash=sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631 \
+    --hash=sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7 \
+    --hash=sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15 \
+    --hash=sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c \
+    --hash=sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea \
+    --hash=sha256:9289fd5dddcf57bab41d044f1756550f9e7cf0c8e373b8cdf0ce8773dc4bd417 \
+    --hash=sha256:92a7e36b000bf022ef3dbb9c46bfe2d52c047d5e3f3343f43204263c5addc250 \
+    --hash=sha256:92db3c28b5b2a273346bebb24857fda45601aef6ae1c011c0a997106581e8a88 \
+    --hash=sha256:95c3c157765b031331dd4db3c775e58deaee050a3042fcad72cbc4189d7c8dca \
+    --hash=sha256:980b4f289d1d90ca5efcf07958d3eb38ed9c0b7676bf2831a54d4f66f9c27dfa \
+    --hash=sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99 \
+    --hash=sha256:9c98230f5042f4945f957d006edccc2af1e03ed5e37ce7c373f00a5a4daa6149 \
+    --hash=sha256:9fa2566ca27d67c86569e8c85297aaf413ffab85a8960500f12ea34ff98e4c41 \
+    --hash=sha256:a14969b8691f7998e74663b77b4c36c0337cb1df552da83d5c9004a93afdb574 \
+    --hash=sha256:a8aacce6e2e1edcb6ac625fb0f8c3a9570ccc7bfba1f63419b3769ccf6a00ed0 \
+    --hash=sha256:a8e538f46104c815be19c975572d74afb53f29650ea2025bbfaef359d2de2f7f \
+    --hash=sha256:aa41e526a5d4a9dfcfbab0716c7e8a1b215abd3f3df5a45cf18a12721d31cb5d \
+    --hash=sha256:aa693779a8b50cd97570e5a0f343538a8dbd3e496fa5dcb87e29406ad0299654 \
+    --hash=sha256:ab22fbd9765e6954bc0bcff24c25ff71dcbfdb185fcdaca49e81bac68fe724d3 \
+    --hash=sha256:ab2e5bef076f5a235c3774b4f4028a680432cded7cad37bba0fd90d64b187d19 \
+    --hash=sha256:ab973df98fc99ab39080bfb0eb3a925181454d7c3ac8a1e695fddfae696d9e90 \
+    --hash=sha256:af73657b7a68211996527dbfeffbb0864e043d270580c5aef06dc4b659a4b578 \
+    --hash=sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9 \
+    --hash=sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1 \
+    --hash=sha256:b8831399554b92b72af5932cdbbd4ddc55c55f631bb13ff8fe4e6536a06c5c51 \
+    --hash=sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719 \
+    --hash=sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236 \
+    --hash=sha256:bd7af3717683bea4c87acd8c0d3d5b44d56120b26fd3f8a692bdd2d5260c620a \
+    --hash=sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c \
+    --hash=sha256:c3e446d253bd88f6377260d07c895816ebf33ffffd56c1c792b13bff9c3e1ade \
+    --hash=sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944 \
+    --hash=sha256:c94057af19bc953643a33581844649a7fdab902624d2eb739738a30e2b3e60fc \
+    --hash=sha256:cab5d0b79d987c67f3b9e9c53f54a61360422a5a0bc075f43cab5621d530c3b6 \
+    --hash=sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6 \
+    --hash=sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27 \
+    --hash=sha256:d5b054862739d276e09928de37c79ddeec42a6e1bfc55863be96a36ba22926f6 \
+    --hash=sha256:dbe03226baf438ac4fda9e2d0715022fd579cb641c4cf639fa40d53b2fe6f3e2 \
+    --hash=sha256:dc15e99b2d8a656f8e666854404f1ba54765871104e50c8e9813af8a7db07f12 \
+    --hash=sha256:dcaf7c1524c0542ee2fc82cc8ec337f7a9f7edee2532421ab200d2b920fc97cf \
+    --hash=sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114 \
+    --hash=sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7 \
+    --hash=sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf \
+    --hash=sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d \
+    --hash=sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b \
+    --hash=sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed \
+    --hash=sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03 \
+    --hash=sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4 \
+    --hash=sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67 \
+    --hash=sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365 \
+    --hash=sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a \
+    --hash=sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748 \
+    --hash=sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b \
+    --hash=sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079 \
+    --hash=sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482
     # via requests
 click==8.1.7 \
     --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
@@ -181,125 +196,140 @@ docstring-parser==0.16 \
     --hash=sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e \
     --hash=sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637
     # via simple-parsing
-etils[array-types,enp,epath,epy,etqdm,etree]==1.9.1 \
-    --hash=sha256:552ac5467a679638889bdae7aeed8b9d4a2ae15d5c5ad7735692d5d4970fd599 \
-    --hash=sha256:94a40a8a467fb6a52ad5b3465804d978c0025f6e9724170008d0a40e1fdeac1e
+etils[array-types,edc,enp,epath,epy,etqdm,etree]==1.10.0 \
+    --hash=sha256:0777fe60a234b4c65ca53470fc64f2dd2d0c6bca7fcc623fdaa8d7fa5a317098 \
+    --hash=sha256:4eaa9d7248fd4eeb75e44d47ca29875a5ccea044cc14a17435794bf8ac116a05
     # via
     #   array-record
     #   tensorflow-datasets
 flatbuffers==24.3.25 \
     --hash=sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812 \
     --hash=sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4
-    # via tensorflow
-fsspec==2024.6.0 \
-    --hash=sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee \
-    --hash=sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2
+    # via tf-nightly
+fsspec==2024.10.0 \
+    --hash=sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871 \
+    --hash=sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493
     # via etils
-gast==0.5.4 \
-    --hash=sha256:6fc4fa5fa10b72fb8aab4ae58bcb023058386e67b6fa2e3e34cec5c769360316 \
-    --hash=sha256:9c270fe5f4b130969b54174de7db4e764b09b4f7f67ccfc32480e29f78348d97
-    # via tensorflow
+gast==0.6.0 \
+    --hash=sha256:52b182313f7330389f72b069ba00f174cfe2a06411099547288839c6cbafbd54 \
+    --hash=sha256:88fc5300d32c7ac6ca7b515310862f71e6fdf2c029bbec7c66c0f5dd47b6b1fb
+    # via tf-nightly
 google-pasta==0.2.0 \
     --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
     --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
     --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
-    # via tensorflow
-googleapis-common-protos==1.63.1 \
-    --hash=sha256:0e1c2cdfcbc354b76e4a211a35ea35d6926a835cba1377073c4861db904a1877 \
-    --hash=sha256:c6442f7a0a6b2a80369457d79e6672bb7dcbaab88e0848302497e3ec80780a6a
+    # via tf-nightly
+googleapis-common-protos==1.65.0 \
+    --hash=sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63 \
+    --hash=sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0
     # via tensorflow-metadata
-grpcio==1.64.1 \
-    --hash=sha256:03b43d0ccf99c557ec671c7dede64f023c7da9bb632ac65dbc57f166e4970040 \
-    --hash=sha256:0a12ddb1678ebc6a84ec6b0487feac020ee2b1659cbe69b80f06dbffdb249122 \
-    --hash=sha256:0a2813093ddb27418a4c99f9b1c223fab0b053157176a64cc9db0f4557b69bd9 \
-    --hash=sha256:0cc79c982ccb2feec8aad0e8fb0d168bcbca85bc77b080d0d3c5f2f15c24ea8f \
-    --hash=sha256:1257b76748612aca0f89beec7fa0615727fd6f2a1ad580a9638816a4b2eb18fd \
-    --hash=sha256:1262402af5a511c245c3ae918167eca57342c72320dffae5d9b51840c4b2f86d \
-    --hash=sha256:19264fc964576ddb065368cae953f8d0514ecc6cb3da8903766d9fb9d4554c33 \
-    --hash=sha256:198908f9b22e2672a998870355e226a725aeab327ac4e6ff3a1399792ece4762 \
-    --hash=sha256:1de403fc1305fd96cfa75e83be3dee8538f2413a6b1685b8452301c7ba33c294 \
-    --hash=sha256:20405cb8b13fd779135df23fabadc53b86522d0f1cba8cca0e87968587f50650 \
-    --hash=sha256:2981c7365a9353f9b5c864595c510c983251b1ab403e05b1ccc70a3d9541a73b \
-    --hash=sha256:2c3c1b90ab93fed424e454e93c0ed0b9d552bdf1b0929712b094f5ecfe7a23ad \
-    --hash=sha256:39b9d0acaa8d835a6566c640f48b50054f422d03e77e49716d4c4e8e279665a1 \
-    --hash=sha256:3b64ae304c175671efdaa7ec9ae2cc36996b681eb63ca39c464958396697daff \
-    --hash=sha256:4657d24c8063e6095f850b68f2d1ba3b39f2b287a38242dcabc166453e950c59 \
-    --hash=sha256:4d6dab6124225496010bd22690f2d9bd35c7cbb267b3f14e7a3eb05c911325d4 \
-    --hash=sha256:55260032b95c49bee69a423c2f5365baa9369d2f7d233e933564d8a47b893027 \
-    --hash=sha256:55697ecec192bc3f2f3cc13a295ab670f51de29884ca9ae6cd6247df55df2502 \
-    --hash=sha256:5841dd1f284bd1b3d8a6eca3a7f062b06f1eec09b184397e1d1d43447e89a7ae \
-    --hash=sha256:58b1041e7c870bb30ee41d3090cbd6f0851f30ae4eb68228955d973d3efa2e61 \
-    --hash=sha256:5e42634a989c3aa6049f132266faf6b949ec2a6f7d302dbb5c15395b77d757eb \
-    --hash=sha256:5e56462b05a6f860b72f0fa50dca06d5b26543a4e88d0396259a07dc30f4e5aa \
-    --hash=sha256:5f8b75f64d5d324c565b263c67dbe4f0af595635bbdd93bb1a88189fc62ed2e5 \
-    --hash=sha256:62b4e6eb7bf901719fce0ca83e3ed474ae5022bb3827b0a501e056458c51c0a1 \
-    --hash=sha256:6503b64c8b2dfad299749cad1b595c650c91e5b2c8a1b775380fcf8d2cbba1e9 \
-    --hash=sha256:6c024ffc22d6dc59000faf8ad781696d81e8e38f4078cb0f2630b4a3cf231a90 \
-    --hash=sha256:73819689c169417a4f978e562d24f2def2be75739c4bed1992435d007819da1b \
-    --hash=sha256:75dbbf415026d2862192fe1b28d71f209e2fd87079d98470db90bebe57b33179 \
-    --hash=sha256:8caee47e970b92b3dd948371230fcceb80d3f2277b3bf7fbd7c0564e7d39068e \
-    --hash=sha256:8d51dd1c59d5fa0f34266b80a3805ec29a1f26425c2a54736133f6d87fc4968a \
-    --hash=sha256:940e3ec884520155f68a3b712d045e077d61c520a195d1a5932c531f11883489 \
-    --hash=sha256:a011ac6c03cfe162ff2b727bcb530567826cec85eb8d4ad2bfb4bd023287a52d \
-    --hash=sha256:a3a035c37ce7565b8f4f35ff683a4db34d24e53dc487e47438e434eb3f701b2a \
-    --hash=sha256:a5e771d0252e871ce194d0fdcafd13971f1aae0ddacc5f25615030d5df55c3a2 \
-    --hash=sha256:ac15b6c2c80a4d1338b04d42a02d376a53395ddf0ec9ab157cbaf44191f3ffdd \
-    --hash=sha256:b1a82e0b9b3022799c336e1fc0f6210adc019ae84efb7321d668129d28ee1efb \
-    --hash=sha256:bac71b4b28bc9af61efcdc7630b166440bbfbaa80940c9a697271b5e1dabbc61 \
-    --hash=sha256:bbc5b1d78a7822b0a84c6f8917faa986c1a744e65d762ef6d8be9d75677af2ca \
-    --hash=sha256:c1a786ac592b47573a5bb7e35665c08064a5d77ab88a076eec11f8ae86b3e3f6 \
-    --hash=sha256:c84ad903d0d94311a2b7eea608da163dace97c5fe9412ea311e72c3684925602 \
-    --hash=sha256:d4d29cc612e1332237877dfa7fe687157973aab1d63bd0f84cf06692f04c0367 \
-    --hash=sha256:e3d9f8d1221baa0ced7ec7322a981e28deb23749c76eeeb3d33e18b72935ab62 \
-    --hash=sha256:e7cd5c1325f6808b8ae31657d281aadb2a51ac11ab081ae335f4f7fc44c1721d \
-    --hash=sha256:ed6091fa0adcc7e4ff944090cf203a52da35c37a130efa564ded02b7aff63bcd \
-    --hash=sha256:ee73a2f5ca4ba44fa33b4d7d2c71e2c8a9e9f78d53f6507ad68e7d2ad5f64a22 \
-    --hash=sha256:f10193c69fc9d3d726e83bbf0f3d316f1847c3071c8c93d8090cf5f326b14309
+grpcio==1.67.1 \
+    --hash=sha256:01f616a964e540638af5130469451cf580ba8c7329f45ca998ab66e0c7dcdb04 \
+    --hash=sha256:0489063974d1452436139501bf6b180f63d4977223ee87488fe36858c5725292 \
+    --hash=sha256:0e6f255980afef598a9e64a24efce87b625e3e3c80a45162d111a461a9f92955 \
+    --hash=sha256:0f3e49c738396e93b7ba9016e153eb09e0778e776df6090c1b8c91877cc1c426 \
+    --hash=sha256:178f5db771c4f9a9facb2ab37a434c46cb9be1a75e820f187ee3d1e7805c4f65 \
+    --hash=sha256:1a65b503d008f066e994f34f456e0647e5ceb34cfcec5ad180b1b44020ad4970 \
+    --hash=sha256:1d7616d2ded471231c701489190379e0c311ee0a6c756f3c03e6a62b95a7146e \
+    --hash=sha256:24e8a26dbfc5274d7474c27759b54486b8de23c709d76695237515bc8b5baeab \
+    --hash=sha256:267d1745894200e4c604958da5f856da6293f063327cb049a51fe67348e4f953 \
+    --hash=sha256:299b3d8c4f790c6bcca485f9963b4846dd92cf6f1b65d3697145d005c80f9fe8 \
+    --hash=sha256:3b6c16489326d79ead41689c4b84bc40d522c9a7617219f4ad94bc7f448c5085 \
+    --hash=sha256:3dc2ed4cabea4dc14d5e708c2b426205956077cc5de419b4d4079315017e9732 \
+    --hash=sha256:43112046864317498a33bdc4797ae6a268c36345a910de9b9c17159d8346602f \
+    --hash=sha256:4422581cdc628f77302270ff839a44f4c24fdc57887dc2a45b7e53d8fc2376af \
+    --hash=sha256:4e7b904484a634a0fff132958dabdb10d63e0927398273917da3ee103e8d1f78 \
+    --hash=sha256:5721e66a594a6c4204458004852719b38f3d5522082be9061d6510b455c90afc \
+    --hash=sha256:5db70d32d6703b89912af16d6d45d78406374a8b8ef0d28140351dd0ec610e98 \
+    --hash=sha256:5ed601c4c6008429e3d247ddb367fe8c7259c355757448d7c1ef7bd4a6739e8e \
+    --hash=sha256:60336bff760fbb47d7e86165408126f1dded184448e9a4c892189eb7c9d3f90f \
+    --hash=sha256:608d87d1bdabf9e2868b12338cd38a79969eaf920c89d698ead08f48de9c0f9e \
+    --hash=sha256:60e6a4dcf5af7bbc36fd9f81c9f372e8ae580870a9e4b6eafe948cd334b81cf3 \
+    --hash=sha256:638354e698fd0c6c76b04540a850bf1db27b4d2515a19fcd5cf645c48d3eb1ed \
+    --hash=sha256:699e964923b70f3101393710793289e42845791ea07565654ada0969522d0a38 \
+    --hash=sha256:7818c0454027ae3384235a65210bbf5464bd715450e30a3d40385453a85a70cb \
+    --hash=sha256:786a5b18544622bfb1e25cc08402bd44ea83edfb04b93798d85dca4d1a0b5be5 \
+    --hash=sha256:804c6457c3cd3ec04fe6006c739579b8d35c86ae3298ffca8de57b493524b771 \
+    --hash=sha256:80b866f73224b0634f4312a4674c1be21b2b4afa73cb20953cbbb73a6b36c3cc \
+    --hash=sha256:85f69fdc1d28ce7cff8de3f9c67db2b0ca9ba4449644488c1e0303c146135ddb \
+    --hash=sha256:85f862069b86a305497e74d0dc43c02de3d1d184fc2c180993aa8aa86fbd19b8 \
+    --hash=sha256:8a00efecde9d6fcc3ab00c13f816313c040a28450e5e25739c24f432fc6d3c75 \
+    --hash=sha256:8a23cbcc5bb11ea7dc6163078be36c065db68d915c24f5faa4f872c573bb400f \
+    --hash=sha256:8b0341d66a57f8a3119b77ab32207072be60c9bf79760fa609c5609f2deb1f3f \
+    --hash=sha256:917e8d8994eed1d86b907ba2a61b9f0aef27a2155bca6cbb322430fc7135b7bb \
+    --hash=sha256:95b5f2b857856ed78d72da93cd7d09b6db8ef30102e5e7fe0961fe4d9f7d48e8 \
+    --hash=sha256:9e838cad2176ebd5d4a8bb03955138d6589ce9e2ce5d51c3ada34396dbd2dba8 \
+    --hash=sha256:9fd042de4a82e3e7aca44008ee2fb5da01b3e5adb316348c21980f7f58adc311 \
+    --hash=sha256:a25bdea92b13ff4d7790962190bf6bf5c4639876e01c0f3dda70fc2769616335 \
+    --hash=sha256:a6703916c43b1d468d0756c8077b12017a9fcb6a1ef13faf49e67d20d7ebda62 \
+    --hash=sha256:a93deda571a1bf94ec1f6fcda2872dad3ae538700d94dc283c672a3b508ba3af \
+    --hash=sha256:aa0162e56fd10a5547fac8774c4899fc3e18c1aa4a4759d0ce2cd00d3696ea6b \
+    --hash=sha256:b49359977c6ec9f5d0573ea4e0071ad278ef905aa74e420acc73fd28ce39e9ce \
+    --hash=sha256:beee96c8c0b1a75d556fe57b92b58b4347c77a65781ee2ac749d550f2a365dc1 \
+    --hash=sha256:c7a01337407dd89005527623a4a72c5c8e2894d22bead0895306b23c6695698f \
+    --hash=sha256:c9b929f13677b10f63124c1a410994a401cdd85214ad83ab67cc077fc7e480f0 \
+    --hash=sha256:cdc491ae35a13535fd9196acb5afe1af37c8237df2e54427be3eecda3653127e \
+    --hash=sha256:e279330bef1744040db8fc432becc8a727b84f456ab62b744d3fdb83f327e121 \
+    --hash=sha256:e29ca27bec8e163dca0c98084040edec3bc49afd10f18b412f483cc68c712744 \
+    --hash=sha256:e7d1797a8a3845437d327145959a2c0c47c05947c9eef5ff1a4c80e499dcc6fa \
+    --hash=sha256:ea33986b70f83844cd00814cee4451055cd8cab36f00ac64a31f5bb09b31919e \
+    --hash=sha256:ec74ef02010186185de82cc594058a3ccd8d86821842bbac9873fd4a2cf8be8d \
+    --hash=sha256:f26b0b547eb8d00e195274cdfc63ce64c8fc2d3e2d00b12bf468ece41a0423a0 \
+    --hash=sha256:f5a27dddefe0e2357d3e617b9079b4bfdc91341a91565111a21ed6ebbc51b22d \
+    --hash=sha256:f5b76ff64aaac53fede0cc93abf57894ab2a7362986ba22243d06218b93efe46 \
+    --hash=sha256:f9fff78ba10d4250bfc07a01bd6254a6d87dc67f9627adece85c0b2ed754fa96 \
+    --hash=sha256:fa0c739ad8b1996bd24823950e3cb5152ae91fca1c09cc791190bf1627ffefba
     # via
-    #   tensorboard
-    #   tensorflow
-h5py==3.11.0 \
-    --hash=sha256:083e0329ae534a264940d6513f47f5ada617da536d8dccbafc3026aefc33c90e \
-    --hash=sha256:1625fd24ad6cfc9c1ccd44a66dac2396e7ee74940776792772819fc69f3a3731 \
-    --hash=sha256:21dbdc5343f53b2e25404673c4f00a3335aef25521bd5fa8c707ec3833934892 \
-    --hash=sha256:52c416f8eb0daae39dabe71415cb531f95dce2d81e1f61a74537a50c63b28ab3 \
-    --hash=sha256:55106b04e2c83dfb73dc8732e9abad69d83a436b5b82b773481d95d17b9685e1 \
-    --hash=sha256:67462d0669f8f5459529de179f7771bd697389fcb3faab54d63bf788599a48ea \
-    --hash=sha256:6c4b760082626120031d7902cd983d8c1f424cdba2809f1067511ef283629d4b \
-    --hash=sha256:731839240c59ba219d4cb3bc5880d438248533366f102402cfa0621b71796b62 \
-    --hash=sha256:754c0c2e373d13d6309f408325343b642eb0f40f1a6ad21779cfa9502209e150 \
-    --hash=sha256:75bd7b3d93fbeee40860fd70cdc88df4464e06b70a5ad9ce1446f5f32eb84007 \
-    --hash=sha256:77b19a40788e3e362b54af4dcf9e6fde59ca016db2c61360aa30b47c7b7cef00 \
-    --hash=sha256:7b7e8f78072a2edec87c9836f25f34203fd492a4475709a18b417a33cfb21fa9 \
-    --hash=sha256:8ec9df3dd2018904c4cc06331951e274f3f3fd091e6d6cc350aaa90fa9b42a76 \
-    --hash=sha256:a76cae64080210389a571c7d13c94a1a6cf8cb75153044fd1f822a962c97aeab \
-    --hash=sha256:aa6ae84a14103e8dc19266ef4c3e5d7c00b68f21d07f2966f0ca7bdb6c2761fb \
-    --hash=sha256:bbd732a08187a9e2a6ecf9e8af713f1d68256ee0f7c8b652a32795670fb481ba \
-    --hash=sha256:c072655ad1d5fe9ef462445d3e77a8166cbfa5e599045f8aa3c19b75315f10e5 \
-    --hash=sha256:d9c944d364688f827dc889cf83f1fca311caf4fa50b19f009d1f2b525edd33a3 \
-    --hash=sha256:ef4e2f338fc763f50a8113890f455e1a70acd42a4d083370ceb80c463d803972 \
-    --hash=sha256:f3736fe21da2b7d8a13fe8fe415f1272d2a1ccdeff4849c1421d2fb30fd533bc \
-    --hash=sha256:f4e025e852754ca833401777c25888acb96889ee2c27e7e629a19aee288833f0
+    #   tb-nightly
+    #   tf-nightly
+h5py==3.12.1 \
+    --hash=sha256:018a4597f35092ae3fb28ee851fdc756d2b88c96336b8480e124ce1ac6fb9166 \
+    --hash=sha256:050a4f2c9126054515169c49cb900949814987f0c7ae74c341b0c9f9b5056834 \
+    --hash=sha256:06a903a4e4e9e3ebbc8b548959c3c2552ca2d70dac14fcfa650d9261c66939ed \
+    --hash=sha256:1473348139b885393125126258ae2d70753ef7e9cec8e7848434f385ae72069e \
+    --hash=sha256:2f0f1a382cbf494679c07b4371f90c70391dedb027d517ac94fa2c05299dacda \
+    --hash=sha256:326d70b53d31baa61f00b8aa5f95c2fcb9621a3ee8365d770c551a13dbbcbfdf \
+    --hash=sha256:3b15d8dbd912c97541312c0e07438864d27dbca857c5ad634de68110c6beb1c2 \
+    --hash=sha256:3fdf95092d60e8130ba6ae0ef7a9bd4ade8edbe3569c13ebbaf39baefffc5ba4 \
+    --hash=sha256:4532c7e97fbef3d029735db8b6f5bf01222d9ece41e309b20d63cfaae2fb5c4d \
+    --hash=sha256:513171e90ed92236fc2ca363ce7a2fc6f2827375efcbb0cc7fbdd7fe11fecafc \
+    --hash=sha256:52ab036c6c97055b85b2a242cb540ff9590bacfda0c03dd0cf0661b311f522f8 \
+    --hash=sha256:577d618d6b6dea3da07d13cc903ef9634cde5596b13e832476dd861aaf651f3e \
+    --hash=sha256:59400f88343b79655a242068a9c900001a34b63e3afb040bd7cdf717e440f653 \
+    --hash=sha256:59685fe40d8c1fbbee088c88cd4da415a2f8bee5c270337dc5a1c4aa634e3307 \
+    --hash=sha256:5c4b41d1019322a5afc5082864dfd6359f8935ecd37c11ac0029be78c5d112c9 \
+    --hash=sha256:62be1fc0ef195891949b2c627ec06bc8e837ff62d5b911b6e42e38e0f20a897d \
+    --hash=sha256:6fdf6d7936fa824acfa27305fe2d9f39968e539d831c5bae0e0d83ed521ad1ac \
+    --hash=sha256:7b3b8f3b48717e46c6a790e3128d39c61ab595ae0a7237f06dfad6a3b51d5351 \
+    --hash=sha256:84342bffd1f82d4f036433e7039e241a243531a1d3acd7341b35ae58cdab05bf \
+    --hash=sha256:ad8a76557880aed5234cfe7279805f4ab5ce16b17954606cca90d578d3e713ef \
+    --hash=sha256:ba51c0c5e029bb5420a343586ff79d56e7455d496d18a30309616fdbeed1068f \
+    --hash=sha256:cb65f619dfbdd15e662423e8d257780f9a66677eae5b4b3fc9dca70b5fd2d2a3 \
+    --hash=sha256:ccd9006d92232727d23f784795191bfd02294a4f2ba68708825cb1da39511a93 \
+    --hash=sha256:d2b8dd64f127d8b324f5d2cd1c0fd6f68af69084e9e47d27efeb9e28e685af3e \
+    --hash=sha256:d3e465aee0ec353949f0f46bf6c6f9790a2006af896cee7c178a8c3e5090aa32 \
+    --hash=sha256:e4d51919110a030913201422fb07987db4338eba5ec8c5a15d6fab8e03d443fc
     # via
-    #   keras
-    #   tensorflow
-idna==3.7 \
-    --hash=sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc \
-    --hash=sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0
+    #   keras-nightly
+    #   tf-nightly
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
 immutabledict==4.2.0 \
     --hash=sha256:d728b2c2410d698d95e6200237feb50a695584d20289ad3379a439aa3d90baba \
     --hash=sha256:e003fd81aad2377a5a758bf7e1086cf3b70b63e9a5cc2f46bce8d0a2b4727c5f
     # via tensorflow-datasets
-importlib-resources==6.4.0 \
-    --hash=sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c \
-    --hash=sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145
+importlib-resources==6.4.5 \
+    --hash=sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065 \
+    --hash=sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717
     # via etils
-keras==3.3.3 \
-    --hash=sha256:260df9ef71c6b89eb6816ce1c60f139c38ccdddd16f24e7005d2be127cdef8e4 \
-    --hash=sha256:f2fdffc8434fd77045cf8fb21816dbaa2308d5f76974ca924b2f60b40433b1a0
-    # via tensorflow
+keras-nightly==3.7.0.dev2024110103 \
+    --hash=sha256:ec367ee3052db0e6d0295e812bcf69ff248ea154b02d5acd0bf05fe97d004e62 \
+    --hash=sha256:ff17113a752ae6dc3df9e1a008797afa9a654f8381c0dc24c15be91ccea0d709
+    # via tf-nightly
 libclang==18.1.1 \
+    --hash=sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a \
     --hash=sha256:3f0e1f49f04d3cd198985fea0511576b0aee16f9ff0e0f0cad7f9c57ec3c20e8 \
     --hash=sha256:4dd2d3b82fab35e2bf9ca717d7b63ac990a3519c7e312f19fa8e86dcc712f7fb \
     --hash=sha256:54dda940a4a0491a9d1532bf071ea3ef26e6dbaf03b5000ed94dd7174e8f9592 \
@@ -309,278 +339,359 @@ libclang==18.1.1 \
     --hash=sha256:a1214966d08d73d971287fc3ead8dfaf82eb07fb197680d8b3859dbbbbf78250 \
     --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
     --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
-    # via tensorflow
-markdown==3.6 \
-    --hash=sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f \
-    --hash=sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224
-    # via tensorboard
+    # via tf-nightly
+markdown==3.7 \
+    --hash=sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2 \
+    --hash=sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803
+    # via tb-nightly
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
     --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
     # via rich
-markupsafe==2.1.5 \
-    --hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
-    --hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
-    --hash=sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f \
-    --hash=sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3 \
-    --hash=sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532 \
-    --hash=sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f \
-    --hash=sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617 \
-    --hash=sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df \
-    --hash=sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4 \
-    --hash=sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906 \
-    --hash=sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f \
-    --hash=sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4 \
-    --hash=sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8 \
-    --hash=sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371 \
-    --hash=sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2 \
-    --hash=sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465 \
-    --hash=sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52 \
-    --hash=sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6 \
-    --hash=sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169 \
-    --hash=sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad \
-    --hash=sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2 \
-    --hash=sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0 \
-    --hash=sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029 \
-    --hash=sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f \
-    --hash=sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a \
-    --hash=sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced \
-    --hash=sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5 \
-    --hash=sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c \
-    --hash=sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf \
-    --hash=sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9 \
-    --hash=sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb \
-    --hash=sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad \
-    --hash=sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3 \
-    --hash=sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1 \
-    --hash=sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46 \
-    --hash=sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc \
-    --hash=sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a \
-    --hash=sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee \
-    --hash=sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900 \
-    --hash=sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5 \
-    --hash=sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea \
-    --hash=sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f \
-    --hash=sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5 \
-    --hash=sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e \
-    --hash=sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a \
-    --hash=sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f \
-    --hash=sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50 \
-    --hash=sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a \
-    --hash=sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b \
-    --hash=sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4 \
-    --hash=sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff \
-    --hash=sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2 \
-    --hash=sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46 \
-    --hash=sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b \
-    --hash=sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf \
-    --hash=sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5 \
-    --hash=sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5 \
-    --hash=sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab \
-    --hash=sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd \
-    --hash=sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68
+markupsafe==3.0.2 \
+    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
+    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
+    --hash=sha256:1225beacc926f536dc82e45f8a4d68502949dc67eea90eab715dea3a21c1b5f0 \
+    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
+    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
+    --hash=sha256:1a9d3f5f0901fdec14d8d2f66ef7d035f2157240a433441719ac9a3fba440b13 \
+    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
+    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
+    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
+    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
+    --hash=sha256:3169b1eefae027567d1ce6ee7cae382c57fe26e82775f460f0b2778beaad66c0 \
+    --hash=sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b \
+    --hash=sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579 \
+    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
+    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
+    --hash=sha256:48032821bbdf20f5799ff537c7ac3d1fba0ba032cfc06194faffa8cda8b560ff \
+    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
+    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
+    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
+    --hash=sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb \
+    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
+    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
+    --hash=sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a \
+    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
+    --hash=sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a \
+    --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \
+    --hash=sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8 \
+    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
+    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
+    --hash=sha256:88b49a3b9ff31e19998750c38e030fc7bb937398b1f78cfa599aaef92d693144 \
+    --hash=sha256:8c4e8c3ce11e1f92f6536ff07154f9d49677ebaaafc32db9db4620bc11ed480f \
+    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
+    --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \
+    --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \
+    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
+    --hash=sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158 \
+    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
+    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
+    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
+    --hash=sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171 \
+    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
+    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
+    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
+    --hash=sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d \
+    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
+    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
+    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
+    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
+    --hash=sha256:cfad01eed2c2e0c01fd0ecd2ef42c492f7f93902e39a42fc9ee1692961443a29 \
+    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
+    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
+    --hash=sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c \
+    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
+    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
+    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
+    --hash=sha256:eaa0a10b7f72326f1372a713e73c3f739b524b3af41feb43e4921cb529f5929a \
+    --hash=sha256:eb7972a85c54febfb25b5c4b4f3af4dcc731994c7da0d8a0b4a6eb0640e1d178 \
+    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
+    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
+    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430 \
+    --hash=sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50
     # via werkzeug
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-ml-dtypes==0.3.2 \
-    --hash=sha256:2c34f2ba9660b21fe1034b608308a01be82bbef2a92fb8199f24dc6bad0d5226 \
-    --hash=sha256:3a17ef2322e60858d93584e9c52a5be7dd6236b056b7fa1ec57f1bb6ba043e33 \
-    --hash=sha256:533059bc5f1764fac071ef54598db358c167c51a718f68f5bb55e3dee79d2967 \
-    --hash=sha256:6604877d567a29bfe7cc02969ae0f2425260e5335505cf5e7fefc3e5465f5655 \
-    --hash=sha256:6b35c4e8ca957c877ac35c79ffa77724ecc3702a1e4b18b08306c03feae597bb \
-    --hash=sha256:763697ab8a88d47443997a7cdf3aac7340049aed45f7521f6b0ec8a0594821fe \
-    --hash=sha256:7a4c3fcbf86fa52d0204f07cfd23947ef05b4ad743a1a988e163caa34a201e5e \
-    --hash=sha256:7afde548890a92b41c0fed3a6c525f1200a5727205f73dc21181a2726571bb53 \
-    --hash=sha256:7ba8e1fafc7fff3e643f453bffa7d082df1678a73286ce8187d3e825e776eb94 \
-    --hash=sha256:91f8783fd1f2c23fd3b9ee5ad66b785dafa58ba3cdb050c4458021fa4d1eb226 \
-    --hash=sha256:93b78f53431c93953f7850bb1b925a17f0ab5d97527e38a7e865b5b4bc5cfc18 \
-    --hash=sha256:961134ea44c7b8ca63eda902a44b58cd8bd670e21d62e255c81fba0a8e70d9b7 \
-    --hash=sha256:b89b194e9501a92d289c1ffd411380baf5daafb9818109a4f49b0a1b6dce4462 \
-    --hash=sha256:c7b3fb3d4f6b39bcd4f6c4b98f406291f0d681a895490ee29a0f95bab850d53c \
-    --hash=sha256:d1a746fe5fb9cd974a91070174258f0be129c592b93f9ce7df6cc336416c3fbd \
-    --hash=sha256:e8505946df1665db01332d885c2020b4cb9e84a8b1241eb4ba69d59591f65855 \
-    --hash=sha256:f47619d978ab1ae7dfdc4052ea97c636c6263e1f19bd1be0e42c346b98d15ff4
+ml-dtypes==0.5.0 \
+    --hash=sha256:099e09edd54e676903b4538f3815b5ab96f5b119690514602d96bfdb67172cbe \
+    --hash=sha256:2e7534392682c3098bc7341648c650864207169c654aed83143d7a19c67ae06f \
+    --hash=sha256:3e7d3a380fe73a63c884f06136f8baa7a5249cc8e9fdec677997dd78549f8128 \
+    --hash=sha256:54415257f00eb44fbcc807454efac3356f75644f1cbfc2d4e5522a72ae1dacab \
+    --hash=sha256:5f2b59233a0dbb6a560b3137ed6125433289ccba2f8d9c3695a52423a369ed15 \
+    --hash=sha256:60275f2b51b56834e840c4809fca840565f9bf8e9a73f6d8c94f5b5935701215 \
+    --hash=sha256:76942f6aeb5c40766d5ea62386daa4148e6a54322aaf5b53eae9e7553240222f \
+    --hash=sha256:7ee9c320bb0f9ffdf9f6fa6a696ef2e005d1f66438d6f1c1457338e00a02e8cf \
+    --hash=sha256:8c32138975797e681eb175996d64356bcfa124bdbb6a70460b9768c2b35a6fa4 \
+    --hash=sha256:968fede07d1f9b926a63df97d25ac656cac1a57ebd33701734eaf704bc55d8d8 \
+    --hash=sha256:a03fc861b86cc586728e3d093ba37f0cc05e65330c3ebd7688e7bae8290f8859 \
+    --hash=sha256:a38df8df61194aeaae1ab7579075779b4ad32cd1cffd012c28be227fa7f2a70a \
+    --hash=sha256:a988bac6572630e1e9c2edd9b1277b4eefd1c86209e52b0d061b775ac33902ff \
+    --hash=sha256:ab046f2ff789b1f11b2491909682c5d089934835f9a760fafc180e47dcb676b8 \
+    --hash=sha256:afa08343069874a30812871d639f9c02b4158ace065601406a493a8511180c02 \
+    --hash=sha256:c7a9152f5876fef565516aa5dd1dccd6fc298a5891b2467973905103eb5c7856 \
+    --hash=sha256:cb5cc7b25acabd384f75bbd78892d0c724943f3e2e1986254665a1aa10982e07 \
+    --hash=sha256:d3b3db9990c3840986a0e70524e122cfa32b91139c3653df76121ba7776e015f \
+    --hash=sha256:d4b1a70a3e5219790d6b55b9507606fc4e02911d1497d16c18dd721eb7efe7d0 \
+    --hash=sha256:dc74fd9995513d33eac63d64e436240f5494ec74d522a9f0920194942fc3d2d7 \
+    --hash=sha256:e04fde367b2fe901b1d47234426fe8819909bd1dd862a5adb630f27789c20599
     # via
-    #   keras
-    #   tensorflow
+    #   keras-nightly
+    #   tf-nightly
 namex==0.0.8 \
     --hash=sha256:32a50f6c565c0bb10aa76298c959507abdc0e850efe085dc38f3440fcb3aa90b \
     --hash=sha256:7ddb6c2bb0e753a311b7590f84f6da659dd0c05e65cb89d519d54c0a250c0487
-    # via keras
-numpy==1.26.4 \
-    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
-    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
-    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
-    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
-    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
-    --hash=sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a \
-    --hash=sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea \
-    --hash=sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c \
-    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
-    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
-    --hash=sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be \
-    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
-    --hash=sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a \
-    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
-    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
-    --hash=sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd \
-    --hash=sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c \
-    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
-    --hash=sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0 \
-    --hash=sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c \
-    --hash=sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a \
-    --hash=sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b \
-    --hash=sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0 \
-    --hash=sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6 \
-    --hash=sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2 \
-    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
-    --hash=sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30 \
-    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
-    --hash=sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5 \
-    --hash=sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07 \
-    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
-    --hash=sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4 \
-    --hash=sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764 \
-    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
-    --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
-    --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
+    # via keras-nightly
+numpy==2.1.3 \
+    --hash=sha256:016d0f6f5e77b0f0d45d77387ffa4bb89816b57c835580c3ce8e099ef830befe \
+    --hash=sha256:02135ade8b8a84011cbb67dc44e07c58f28575cf9ecf8ab304e51c05528c19f0 \
+    --hash=sha256:08788d27a5fd867a663f6fc753fd7c3ad7e92747efc73c53bca2f19f8bc06f48 \
+    --hash=sha256:0d30c543f02e84e92c4b1f415b7c6b5326cbe45ee7882b6b77db7195fb971e3a \
+    --hash=sha256:0fa14563cc46422e99daef53d725d0c326e99e468a9320a240affffe87852564 \
+    --hash=sha256:13138eadd4f4da03074851a698ffa7e405f41a0845a6b1ad135b81596e4e9958 \
+    --hash=sha256:14e253bd43fc6b37af4921b10f6add6925878a42a0c5fe83daee390bca80bc17 \
+    --hash=sha256:15cb89f39fa6d0bdfb600ea24b250e5f1a3df23f901f51c8debaa6a5d122b2f0 \
+    --hash=sha256:17ee83a1f4fef3c94d16dc1802b998668b5419362c8a4f4e8a491de1b41cc3ee \
+    --hash=sha256:2312b2aa89e1f43ecea6da6ea9a810d06aae08321609d8dc0d0eda6d946a541b \
+    --hash=sha256:2564fbdf2b99b3f815f2107c1bbc93e2de8ee655a69c261363a1172a79a257d4 \
+    --hash=sha256:3522b0dfe983a575e6a9ab3a4a4dfe156c3e428468ff08ce582b9bb6bd1d71d4 \
+    --hash=sha256:4394bc0dbd074b7f9b52024832d16e019decebf86caf909d94f6b3f77a8ee3b6 \
+    --hash=sha256:45966d859916ad02b779706bb43b954281db43e185015df6eb3323120188f9e4 \
+    --hash=sha256:4d1167c53b93f1f5d8a139a742b3c6f4d429b54e74e6b57d0eff40045187b15d \
+    --hash=sha256:4f2015dfe437dfebbfce7c85c7b53d81ba49e71ba7eadbf1df40c915af75979f \
+    --hash=sha256:50ca6aba6e163363f132b5c101ba078b8cbd3fa92c7865fd7d4d62d9779ac29f \
+    --hash=sha256:50d18c4358a0a8a53f12a8ba9d772ab2d460321e6a93d6064fc22443d189853f \
+    --hash=sha256:5641516794ca9e5f8a4d17bb45446998c6554704d888f86df9b200e66bdcce56 \
+    --hash=sha256:576a1c1d25e9e02ed7fa5477f30a127fe56debd53b8d2c89d5578f9857d03ca9 \
+    --hash=sha256:6a4825252fcc430a182ac4dee5a505053d262c807f8a924603d411f6718b88fd \
+    --hash=sha256:72dcc4a35a8515d83e76b58fdf8113a5c969ccd505c8a946759b24e3182d1f23 \
+    --hash=sha256:747641635d3d44bcb380d950679462fae44f54b131be347d5ec2bce47d3df9ed \
+    --hash=sha256:762479be47a4863e261a840e8e01608d124ee1361e48b96916f38b119cfda04a \
+    --hash=sha256:78574ac2d1a4a02421f25da9559850d59457bac82f2b8d7a44fe83a64f770098 \
+    --hash=sha256:825656d0743699c529c5943554d223c021ff0494ff1442152ce887ef4f7561a1 \
+    --hash=sha256:8637dcd2caa676e475503d1f8fdb327bc495554e10838019651b76d17b98e512 \
+    --hash=sha256:96fe52fcdb9345b7cd82ecd34547fca4321f7656d500eca497eb7ea5a926692f \
+    --hash=sha256:973faafebaae4c0aaa1a1ca1ce02434554d67e628b8d805e61f874b84e136b09 \
+    --hash=sha256:996bb9399059c5b82f76b53ff8bb686069c05acc94656bb259b1d63d04a9506f \
+    --hash=sha256:a38c19106902bb19351b83802531fea19dee18e5b37b36454f27f11ff956f7fc \
+    --hash=sha256:a6b46587b14b888e95e4a24d7b13ae91fa22386c199ee7b418f449032b2fa3b8 \
+    --hash=sha256:a9f7f672a3388133335589cfca93ed468509cb7b93ba3105fce780d04a6576a0 \
+    --hash=sha256:aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761 \
+    --hash=sha256:b0df3635b9c8ef48bd3be5f862cf71b0a4716fa0e702155c45067c6b711ddcef \
+    --hash=sha256:b47fbb433d3260adcd51eb54f92a2ffbc90a4595f8970ee00e064c644ac788f5 \
+    --hash=sha256:baed7e8d7481bfe0874b566850cb0b85243e982388b7b23348c6db2ee2b2ae8e \
+    --hash=sha256:bc6f24b3d1ecc1eebfbf5d6051faa49af40b03be1aaa781ebdadcbc090b4539b \
+    --hash=sha256:c006b607a865b07cd981ccb218a04fc86b600411d83d6fc261357f1c0966755d \
+    --hash=sha256:c181ba05ce8299c7aa3125c27b9c2167bca4a4445b7ce73d5febc411ca692e43 \
+    --hash=sha256:c7662f0e3673fe4e832fe07b65c50342ea27d989f92c80355658c7f888fcc83c \
+    --hash=sha256:c80e4a09b3d95b4e1cac08643f1152fa71a0a821a2d4277334c88d54b2219a41 \
+    --hash=sha256:c894b4305373b9c5576d7a12b473702afdf48ce5369c074ba304cc5ad8730dff \
+    --hash=sha256:d7aac50327da5d208db2eec22eb11e491e3fe13d22653dce51b0f4109101b408 \
+    --hash=sha256:d89dd2b6da69c4fff5e39c28a382199ddedc3a5be5390115608345dec660b9e2 \
+    --hash=sha256:d9beb777a78c331580705326d2367488d5bc473b49a9bc3036c154832520aca9 \
+    --hash=sha256:dc258a761a16daa791081d026f0ed4399b582712e6fc887a95af09df10c5ca57 \
+    --hash=sha256:e14e26956e6f1696070788252dcdff11b4aca4c3e8bd166e0df1bb8f315a67cb \
+    --hash=sha256:e6988e90fcf617da2b5c78902fe8e668361b43b4fe26dbf2d7b0f8034d4cafb9 \
+    --hash=sha256:e711e02f49e176a01d0349d82cb5f05ba4db7d5e7e0defd026328e5cfb3226d3 \
+    --hash=sha256:ea4dedd6e394a9c180b33c2c872b92f7ce0f8e7ad93e9585312b0c5a04777a4a \
+    --hash=sha256:ecc76a9ba2911d8d37ac01de72834d8849e55473457558e12995f4cd53e778e0 \
+    --hash=sha256:f55ba01150f52b1027829b50d70ef1dafd9821ea82905b63936668403c3b471e \
+    --hash=sha256:f653490b33e9c3a4c1c01d41bc2aef08f9475af51146e4a7710c450cf9761598 \
+    --hash=sha256:fa2d1337dc61c8dc417fbccf20f6d1e139896a30721b7f1e832b2bb6ef4eb6c4
     # via
     #   etils
     #   h5py
-    #   keras
+    #   keras-nightly
     #   ml-dtypes
-    #   opt-einsum
-    #   pyarrow
-    #   tensorboard
-    #   tensorflow
+    #   tb-nightly
     #   tensorflow-datasets
-opt-einsum==3.3.0 \
-    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
-    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
-    # via tensorflow
-optree==0.11.0 \
-    --hash=sha256:00a63f10d4a476e8e9aa2988daba9b2e88cb369c5aacc12545957d7d00bcd1a7 \
-    --hash=sha256:0db6968394096223881053dffdcaf2b8e220fd85db904f14aa931e4dc422c046 \
-    --hash=sha256:0df9a3923725aabb112ec7f10c74fa96b6c640da1cd30e7bc62fd4b03ef02875 \
-    --hash=sha256:162ed3ff2eb3f1c358e131e72c025f2b93d69b906e9057a811d014032ec71dc8 \
-    --hash=sha256:228b97e8c991739b10c8548c118747ba32ee765f88236342e492bf9648afc0bc \
-    --hash=sha256:234a4f8f97a1217f13390df7ac416771689749d9a1c8eda31bf8622cd333219e \
-    --hash=sha256:26b1230f9b75b579923a4f837c7c13db8b8d815cf68ce5af31dda5d818a877b2 \
-    --hash=sha256:2b3bb59324d635f2015bb3e237fd772b1fd548eee6cc80e008fbe0f092e9228d \
-    --hash=sha256:2bc08fb9691f43afc3a01119dead6b823ce3d7239e42fc3e47d4028eed50a6a2 \
-    --hash=sha256:31d444684ebd8c9f09a3d806fb3277843138ef9952b7a2954908e440e3b22519 \
-    --hash=sha256:39bed744a61e2f795e172d2853779ac59b8dea236982dc160ea22063afc99ca3 \
-    --hash=sha256:3cdc9fac9888d9eff11128ccfc4d4c10309163e372f312f7942ecee8df3d7824 \
-    --hash=sha256:4144126dd3c2ece2d2dd1d5e0b39fb91adf1c46f660c2c5a2df7f80666989d5d \
-    --hash=sha256:418850ceff364f51a6d81f32a1efd06a4e2d8df79a162e892685bc20c0aedd72 \
-    --hash=sha256:5e250144eacdd5813dec0b18d91df0229197e3be402db42fd8e254ec90ea343d \
-    --hash=sha256:5e5df0e8aaca124cc1ffca311786cc909810f3c046de090729cdafbf910082f8 \
-    --hash=sha256:63e020a34b7168b5d0701a265c7c95b07984ff699d4894b20fa601282be88f20 \
-    --hash=sha256:64c2e00fe508f50a42c50838df0d1f5be0dce5b4bef2373db8ad72b860211015 \
-    --hash=sha256:6a406eee5acd3fd4875fa44c3972d29ae6d4329e7296e9219986fe6ff8e92ea0 \
-    --hash=sha256:6cdd625dab2dff5374ff9c6792e8702fced8f0ea713ce959fc8f95499b5ecb2f \
-    --hash=sha256:6e8c3757088cd7fce666f2a5e031b65d7898e210452380d2657c0fc0a7ec9932 \
-    --hash=sha256:738e8bf4158e9c11cd051d89c2e453aeacf80ff8719ebc3251069015646554d0 \
-    --hash=sha256:8e6a46e95c3ea8546055087d6fe52a1dcd56de5182365f1469106cc72cdf3307 \
-    --hash=sha256:979ffc2b96f16595c219fb7a89597dd2fa00ac47a3b411fdcf8ae6821da52290 \
-    --hash=sha256:9bf322ad14f907ad4660ca286e731e750546d54934a94cc5ba7efe8860c60ab4 \
-    --hash=sha256:9d9d644e5448db9f32e2497487aca3bb2d3f92cbb50429a411ccda3f1f0968f3 \
-    --hash=sha256:a5f37bcfe4e363e3bb8d36c5698fb829546956b2fe88951994387162a1859625 \
-    --hash=sha256:a64df43fce2d8eeafd7db6e27447c56b3fa64842df847819684b3b1cc254c016 \
-    --hash=sha256:a91840f9d45e7c01f151ba1815ae32b4c3c21e4290298772ee4b13314f729856 \
-    --hash=sha256:b201a9405e250cf5770955863af2a236e382bdf5e4e086897ff03c41418c39da \
-    --hash=sha256:b26ac807d8993b7e43081b4b7bbb0378b4e5f3e6525daf923c470bc176cc3327 \
-    --hash=sha256:b8126d81ecb2c9e3554420834014ba343251f564c905ee3bef09d205b924b0c0 \
-    --hash=sha256:b9d236bc1491a5e366921b95fecc05aa6ff55989a81f2242cd11121b82c24503 \
-    --hash=sha256:bc17f9d085cd75a2de4f299a9c5e3c3520138eac7596061e581230b03862b44d \
-    --hash=sha256:d666099a78f7bf31bf3a520d6871ddcae65484bcff095fc4271a391553b09c75 \
-    --hash=sha256:e2d47bd28eff690eb2f7432e490265a291b04d6d346cf7b586491b2e2337bf97 \
-    --hash=sha256:ee208f0bec6436085a9fa3ae98af54bfcb8822086894fc1ade283e80a6f11fd7 \
-    --hash=sha256:f53951bfb640417558568284a8949d67bcdbf21fa0113107e20bd9403aa20b2b \
-    --hash=sha256:fa9ed745d4cbac5e15df70339b30867ba033542b87f7b734f4cacae5ec73ba00
-    # via keras
-packaging==24.0 \
-    --hash=sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5 \
-    --hash=sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9
-    # via tensorflow
+    #   tf-nightly
+opt-einsum==3.4.0 \
+    --hash=sha256:69bb92469f86a1565195ece4ac0323943e83477171b91d24c35afe028a90d7cd \
+    --hash=sha256:96ca72f1b886d148241348783498194c577fa30a8faac108586b14f1ba4473ac
+    # via tf-nightly
+optree==0.13.0 \
+    --hash=sha256:0008cd39169c1fc10870528b2decfea8b79e61042c12d65a964f3b1cf41cc37d \
+    --hash=sha256:069bf166b7aa48ccf8dfe76b920d2115dd8261107c7895d02500b2ce39621b40 \
+    --hash=sha256:0a34c11d637cb01217828e28eef382c621c9ec53f981d8ccbfe56e0a11cda501 \
+    --hash=sha256:0c736ce6f4b8857bd171f3682ef849e3d67692c3fc4db42b99c5d2c7cc1bdf11 \
+    --hash=sha256:11b78c8a18894fe9503515d073a60ebaed366aeb3cfa65e61e7e71ae833f640b \
+    --hash=sha256:1318434b0740a2325c197e191e6dd53d9df0a8ac0338c67d58b476aad9d07829 \
+    --hash=sha256:1a1aab34de5ac7673fbfb94266bf10482be51985c7f899c3e767ce19d13ce3b4 \
+    --hash=sha256:1bc65743e8edb29e902cab894d1c4665a8fd6f8d10f75db68a2cef6c7246fa5c \
+    --hash=sha256:1ea493cde8c60f7950ccbd682bd67e787bf67ed2251d6d3e9ad7471b72d37538 \
+    --hash=sha256:1fb74282fce108e07972e88dbc23f6b7650c2d3bbddbedc2002d3e0becb1c452 \
+    --hash=sha256:246020f0be50fb66791d8a25c4acb59ad0b4bbdea71c998e375eba4c58fbc3e0 \
+    --hash=sha256:24fcd4cb659bcd9b675bc3401950de891b32a047c4787857fb870cd515fcc315 \
+    --hash=sha256:278e2c620df99f5b1477b375b01cf9658528fa0332c0bc431d3ec65857244094 \
+    --hash=sha256:2a423897010c6d8490097671d907da1b6ee90d3fa783aaad5e36e46e0a73bc5e \
+    --hash=sha256:2e282212ddf3aafb10ca6ca223772e06ea3c31687c9cae192467b8e0a7dafbfc \
+    --hash=sha256:36b32155dce29edb6f63a99a44d6da2d8fcd1c56353cc2f4af65f793a0b2712f \
+    --hash=sha256:36c58b94669c9072d645e02c0c65c7455f8f136ef8f7b56a5d9123847421f95b \
+    --hash=sha256:4207f6fa0bd4730f5496772c139f1444b2b69e4eeb0f454e2100b5a380648f70 \
+    --hash=sha256:44449e3bc5e7530b50c9a1f5bcf2971ffe317e34edd74d8c9778c5d32078114d \
+    --hash=sha256:46623259b10f6e3565ea0d37e0b313feb20484bccb005459b3504e1aa706b730 \
+    --hash=sha256:46a9e66217fdf421e25c133089c94f8f99bc38a2b5a4a2c0c1e0c1b02b01dda4 \
+    --hash=sha256:4771266f05e99e94312add38d45bf97a4d98449aeab100f5c658c521152eb5e5 \
+    --hash=sha256:496170a3d093a7fb69be7ce847f5b5b3aa30a6da81457ba6b54268e6e97c6b13 \
+    --hash=sha256:50a9e2d9ffff99d45b37289a3422ed3723a45225616f5b48cea606ff0f539c0f \
+    --hash=sha256:539962675b547957c64b52b7f82178febb9c0f2d47438b810bbc23cfdcf84821 \
+    --hash=sha256:54be625517ef3cf52905da7fee63795b2f154dbdb02b37e8cfd63e7fb2f266ea \
+    --hash=sha256:557b415b41006cca88d86ad190b795455e9334d3cf5838e63c4c668a65227ccb \
+    --hash=sha256:5703637ede6fba04cbeabbb47aada7d17606c2d4df73305063f4a3c829c21fc7 \
+    --hash=sha256:58cc303f982fb0f23644b7f8e98b4f64b0d031365fcc2284da896e96493176d2 \
+    --hash=sha256:5c2803d4ef257f2599cffd0e9d60cfb3d4c522abbe8f5a839bd48d8edd26dae7 \
+    --hash=sha256:5cf612aefe0201a2995763cce82b9cd03cbddd2bfd6f8975f910c091dfa7bb5f \
+    --hash=sha256:5de8da9bbdd08b6200244ee818cd15d1da0f2b06ac926dba0e686260bac7fd40 \
+    --hash=sha256:6201c065791422a73d5aeb4916e00879de9b097cf54526f82b5b3c297126d938 \
+    --hash=sha256:6866b6e4154303dc7c48c7ca3b867a8ce31d469334b67976dfc0513455aa1ca0 \
+    --hash=sha256:695b3f1aab50519230e3d8d86abaedaadf91af105b569cce3b8ebe0dc612b312 \
+    --hash=sha256:73543a82be71c041d5b169754089a58d02063eb72ac8688533b6fc26ab6beea8 \
+    --hash=sha256:7797c54a35e9d89b4664ec7d542745b87b5ffa9c1201c1062fdcd488eb583390 \
+    --hash=sha256:7941d3bd48d860d0e17ca24827b5233ea27bb4227e822eafb3897df1f43f8342 \
+    --hash=sha256:7b8fe0442ac5e50b5e6bceb37dcc2cd4908e7716b869cbe6b8901cc0b489884f \
+    --hash=sha256:8244d0fbfe1ef15ffb443f3d32a44aff062adbef0a7fd6db3f011999df966223 \
+    --hash=sha256:87870346278f46a8c22866ff48716590be35b4aea16e1373e695fb6442c28c41 \
+    --hash=sha256:89f08fc3724b2fe7a081b69dfd3ad6625960443e1f61a984cae7c627776f12f4 \
+    --hash=sha256:8e001d9c902e98912503eca66c93d4b4b22f5071e4ab777f4db9e140f35288f4 \
+    --hash=sha256:8f76a65ff322b3d47af2a23f60409d6d8f184804da551c734e355834e69c0dfb \
+    --hash=sha256:92d1c34b6022bedee4b3899f3a9a1105777da11a9abf1a51f4d84bed8f037fa1 \
+    --hash=sha256:94ecab158521225b20e44d67c8afc2d9af6760985a9f489d21bf2aa8bbe467f8 \
+    --hash=sha256:954899edc024f13079932418f59bbdadabc52d9dcb49c7b559c382c7be352dfc \
+    --hash=sha256:9b4195a6ba2052c70bac6d73f19aa69644424c5a30fa09f7319cc1b59e15acb6 \
+    --hash=sha256:9d735a7d2d2e2eb9a88d932d35b335c10fae9038034f381b6d437dafed46497e \
+    --hash=sha256:9e48491e042f956d4232ebc138e07074100878c0080e3ba10af4c2db1ba4df9f \
+    --hash=sha256:9f44a58f87059161f300e2be66ad3878fff540d27f5dcd69b21feae65c243a02 \
+    --hash=sha256:9f6fc47c9b10d1a9e77163ebd6f2e251af41fab895475d2ce9643423a41899af \
+    --hash=sha256:a53ae0a0eb128a69a74db4165e7e5f24d54e2711678622198f7073dcb991962f \
+    --hash=sha256:abeb8acc83d168063b70168ccf8dfd55f5a7ce50f9af2ca025c41285781ecdd4 \
+    --hash=sha256:ac3b454f98d28a89c15a1170e771c61902cbc53eed126db36138b684dba5a729 \
+    --hash=sha256:b08e4873814d11aa25ef3927c848b9e5cf21215b925e83875b9fe11c7a035b0e \
+    --hash=sha256:b74afed3db289228e0f95a8909835365f644eb69ff31cd6c0b45608ca9e56d78 \
+    --hash=sha256:bc95c1d0c7acd534184bf3ba243a454e0942e4a7c8b9edd32d939fc15e33d753 \
+    --hash=sha256:c0f9f250f617f114061ab718d460be6be8e0a1cbbfdbbfb5541ed1c8fefee150 \
+    --hash=sha256:c6a290ba771cc9004f9fc194d23ab11ee4aae71550ca874c3dc985af5b5f910b \
+    --hash=sha256:c95488ecbab2916de094e68f2a2c55c9475b2e979c03d91a6cd3565f9e5ff2f9 \
+    --hash=sha256:c98a43204841cc4698155acb523d7b21a78f8b05666704359e0fddecd5d1043d \
+    --hash=sha256:ca1e4854134023ba687a7abf45ed3355f773ca7198b6895d88a89030446a9f2e \
+    --hash=sha256:cb55eb77541cf280a009829280d5844936dc8a2e4a3eb069c010a1f547dbfe97 \
+    --hash=sha256:cb8d9a2cebc5fadde98773bb27809a72ff01d11f1037cb58f8e71e740586223e \
+    --hash=sha256:cc3cebfd7d0826d223662f01ed0fa25932edf3f62479be13c4d6ff0fab090c34 \
+    --hash=sha256:d05c320af21efbc132fe887640f7a2dbb36cfb38af6d4e62396fe104b78f7b72 \
+    --hash=sha256:d12a5665169abceb878d50b55571d6a7690bf97aaaf9a7f5438b10e474fde3f2 \
+    --hash=sha256:d1ac5343e921ce21f8f10f91158ad6404a1488c1cc22ddfa6b34cfb9d997cebd \
+    --hash=sha256:d2c79961d5afeb20557c30a0ae899d14ff58cdf1c0e2c8aa3d6807600d00f619 \
+    --hash=sha256:d3f61fb669b36c1a714346b18c9c488ad33a58049b7b229785c241de18c005d7 \
+    --hash=sha256:d58c6e8d4c4fa4e0c31bc4b876960ccba94eb5fcfb045f2b064ce55707034be9 \
+    --hash=sha256:d6e236c6601480997c6e1dbbd4ab2b7ea0bc82a9a7baa1f681a1b072c9c02677 \
+    --hash=sha256:d702dbcafcd16e8925e30c0e780ab3dc81450e19008fd3e77494111fc161a2b2 \
+    --hash=sha256:dda6efabd0621f53eb46a3789ec89c6fd2c90dfb57aebfce3fcda6eab9ed6a7e \
+    --hash=sha256:de2729e1e4ae47a07ac3c70ff977ed1ebe19e7b44d5089075c94f7a9a2dc6f4f \
+    --hash=sha256:e3d100890a643e12f39de4226ab4f9d0a22842b4f34ae2964d0149419e4d7aff \
+    --hash=sha256:e7f9184c6040365e79a0b900507c289b6a4e06ade3c9691e501d176d5cf775cf \
+    --hash=sha256:e7fecc701ece0500fe38fc671b5704d904e2dca9a9284b35263b0bd7e5c62527 \
+    --hash=sha256:e9c619a49984212e5f757e10d5e5f95888b0c08d67a7f2b9f395cede30712dc2 \
+    --hash=sha256:ebe56c17bf3754335307b17be7f554c5eae47acf738471cf38dba0ec73a42c37 \
+    --hash=sha256:ef01e79224f0ee6cf2ca642884f0bc04e446227b96dc576c312717eb33552d57 \
+    --hash=sha256:ef68fdcb3b1743a46210f3c888cd15668a07422aa10b4d4130ba512aac595bf7 \
+    --hash=sha256:f22f4e46d85f24b5bc49e68043dd754b258b880ac64d72f4f4b9ac1b11f0fb2f \
+    --hash=sha256:f5ce67f81fe3d7ca5fed8fdaf93a762a63e1d125e20e425ca7200f9e54a3e3a6 \
+    --hash=sha256:fbc884f3eab894126398c120b7f92a72a5b9f92db6d8c27d39087da871c642cd \
+    --hash=sha256:fc90a5373c92f4a9babb4c40fe148516f52160c0ba803bc9b2f936367f2f7437 \
+    --hash=sha256:fe9fd84b7d87f365f720699dedd254882ba7e5ef927d3ba1e13413d45963b691
+    # via keras-nightly
+packaging==24.1 \
+    --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
+    --hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
+    # via
+    #   keras-nightly
+    #   tb-nightly
+    #   tf-nightly
 promise==2.3 \
     --hash=sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0
     # via tensorflow-datasets
-protobuf==4.25.3 \
-    --hash=sha256:19b270aeaa0099f16d3ca02628546b8baefe2955bbe23224aaf856134eccf1e4 \
-    --hash=sha256:209ba4cc916bab46f64e56b85b090607a676f66b473e6b762e6f1d9d591eb2e8 \
-    --hash=sha256:25b5d0b42fd000320bd7830b349e3b696435f3b329810427a6bcce6a5492cc5c \
-    --hash=sha256:7c8daa26095f82482307bc717364e7c13f4f1c99659be82890dcfc215194554d \
-    --hash=sha256:c053062984e61144385022e53678fbded7aea14ebb3e0305ae3592fb219ccfa4 \
-    --hash=sha256:d4198877797a83cbfe9bffa3803602bbe1625dc30d8a097365dbc762e5790faa \
-    --hash=sha256:e3c97a1555fd6388f857770ff8b9703083de6bf1f9274a002a332d65fbb56c8c \
-    --hash=sha256:e7cb0ae90dd83727f0c0718634ed56837bfeeee29a5f82a7514c03ee1364c019 \
-    --hash=sha256:f0700d54bcf45424477e46a9f0944155b46fb0639d69728739c0e47bab83f2b9 \
-    --hash=sha256:f1279ab38ecbfae7e456a108c5c0681e4956d5b1090027c1de0f934dfdb4b35c \
-    --hash=sha256:f4f118245c4a087776e0a8408be33cf09f6c547442c00395fbfb116fac2f8ac2
+protobuf==5.28.3 \
+    --hash=sha256:0c4eec6f987338617072592b97943fdbe30d019c56126493111cf24344c1cc24 \
+    --hash=sha256:135658402f71bbd49500322c0f736145731b16fc79dc8f367ab544a17eab4535 \
+    --hash=sha256:27b246b3723692bf1068d5734ddaf2fccc2cdd6e0c9b47fe099244d80200593b \
+    --hash=sha256:3e6101d095dfd119513cde7259aa703d16c6bbdfae2554dfe5cfdbe94e32d548 \
+    --hash=sha256:3fa2de6b8b29d12c61911505d893afe7320ce7ccba4df913e2971461fa36d584 \
+    --hash=sha256:64badbc49180a5e401f373f9ce7ab1d18b63f7dd4a9cdc43c92b9f0b481cef7b \
+    --hash=sha256:70585a70fc2dd4818c51287ceef5bdba6387f88a578c86d47bb34669b5552c36 \
+    --hash=sha256:712319fbdddb46f21abb66cd33cb9e491a5763b2febd8f228251add221981135 \
+    --hash=sha256:91fba8f445723fcf400fdbe9ca796b19d3b1242cd873907979b9ed71e4afe868 \
+    --hash=sha256:a3f6857551e53ce35e60b403b8a27b0295f7d6eb63d10484f12bc6879c715687 \
+    --hash=sha256:cee1757663fa32a1ee673434fcf3bf24dd54763c79690201208bafec62f19eed
     # via
     #   googleapis-common-protos
-    #   tensorboard
-    #   tensorflow
+    #   tb-nightly
     #   tensorflow-datasets
     #   tensorflow-metadata
-psutil==5.9.8 \
-    --hash=sha256:02615ed8c5ea222323408ceba16c60e99c3f91639b07da6373fb7e6539abc56d \
-    --hash=sha256:05806de88103b25903dff19bb6692bd2e714ccf9e668d050d144012055cbca73 \
-    --hash=sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8 \
-    --hash=sha256:27cc40c3493bb10de1be4b3f07cae4c010ce715290a5be22b98493509c6299e2 \
-    --hash=sha256:36f435891adb138ed3c9e58c6af3e2e6ca9ac2f365efe1f9cfef2794e6c93b4e \
-    --hash=sha256:50187900d73c1381ba1454cf40308c2bf6f34268518b3f36a9b663ca87e65e36 \
-    --hash=sha256:611052c4bc70432ec770d5d54f64206aa7203a101ec273a0cd82418c86503bb7 \
-    --hash=sha256:6be126e3225486dff286a8fb9a06246a5253f4c7c53b475ea5f5ac934e64194c \
-    --hash=sha256:7d79560ad97af658a0f6adfef8b834b53f64746d45b403f225b85c5c2c140eee \
-    --hash=sha256:8cb6403ce6d8e047495a701dc7c5bd788add903f8986d523e3e20b98b733e421 \
-    --hash=sha256:8db4c1b57507eef143a15a6884ca10f7c73876cdf5d51e713151c1236a0e68cf \
-    --hash=sha256:aee678c8720623dc456fa20659af736241f575d79429a0e5e9cf88ae0605cc81 \
-    --hash=sha256:bc56c2a1b0d15aa3eaa5a60c9f3f8e3e565303b465dbf57a1b730e7a2b9844e0 \
-    --hash=sha256:bd1184ceb3f87651a67b2708d4c3338e9b10c5df903f2e3776b62303b26cb631 \
-    --hash=sha256:d06016f7f8625a1825ba3732081d77c94589dca78b7a3fc072194851e88461a4 \
-    --hash=sha256:d16bbddf0693323b8c6123dd804100241da461e41d6e332fb0ba6058f630f8c8
+    #   tf-nightly
+psutil==6.1.0 \
+    --hash=sha256:000d1d1ebd634b4efb383f4034437384e44a6d455260aaee2eca1e9c1b55f047 \
+    --hash=sha256:045f00a43c737f960d273a83973b2511430d61f283a44c96bf13a6e829ba8fdc \
+    --hash=sha256:0895b8414afafc526712c498bd9de2b063deaac4021a3b3c34566283464aff8e \
+    --hash=sha256:1209036fbd0421afde505a4879dee3b2fd7b1e14fee81c0069807adcbbcca747 \
+    --hash=sha256:1ad45a1f5d0b608253b11508f80940985d1d0c8f6111b5cb637533a0e6ddc13e \
+    --hash=sha256:353815f59a7f64cdaca1c0307ee13558a0512f6db064e92fe833784f08539c7a \
+    --hash=sha256:498c6979f9c6637ebc3a73b3f87f9eb1ec24e1ce53a7c5173b8508981614a90b \
+    --hash=sha256:5cd2bcdc75b452ba2e10f0e8ecc0b57b827dd5d7aaffbc6821b2a9a242823a76 \
+    --hash=sha256:6d3fbbc8d23fcdcb500d2c9f94e07b1342df8ed71b948a2649b5cb060a7c94ca \
+    --hash=sha256:6e2dcd475ce8b80522e51d923d10c7871e45f20918e027ab682f94f1c6351688 \
+    --hash=sha256:9118f27452b70bb1d9ab3198c1f626c2499384935aaf55388211ad982611407e \
+    --hash=sha256:9dcbfce5d89f1d1f2546a2090f4fcf87c7f669d1d90aacb7d7582addece9fb38 \
+    --hash=sha256:a8506f6119cff7015678e2bce904a4da21025cc70ad283a53b099e7620061d85 \
+    --hash=sha256:a8fb3752b491d246034fa4d279ff076501588ce8cbcdbb62c32fd7a377d996be \
+    --hash=sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942 \
+    --hash=sha256:d905186d647b16755a800e7263d43df08b790d709d575105d419f8b6ef65423a \
+    --hash=sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0
     # via tensorflow-datasets
-pyarrow==16.1.0 \
-    --hash=sha256:06ebccb6f8cb7357de85f60d5da50e83507954af617d7b05f48af1621d331c9a \
-    --hash=sha256:0d07de3ee730647a600037bc1d7b7994067ed64d0eba797ac74b2bc77384f4c2 \
-    --hash=sha256:0d27bf89dfc2576f6206e9cd6cf7a107c9c06dc13d53bbc25b0bd4556f19cf5f \
-    --hash=sha256:0d32000693deff8dc5df444b032b5985a48592c0697cb6e3071a5d59888714e2 \
-    --hash=sha256:15fbb22ea96d11f0b5768504a3f961edab25eaf4197c341720c4a387f6c60315 \
-    --hash=sha256:17e23b9a65a70cc733d8b738baa6ad3722298fa0c81d88f63ff94bf25eaa77b9 \
-    --hash=sha256:185d121b50836379fe012753cf15c4ba9638bda9645183ab36246923875f8d1b \
-    --hash=sha256:18da9b76a36a954665ccca8aa6bd9f46c1145f79c0bb8f4f244f5f8e799bca55 \
-    --hash=sha256:19741c4dbbbc986d38856ee7ddfdd6a00fc3b0fc2d928795b95410d38bb97d15 \
-    --hash=sha256:25233642583bf658f629eb230b9bb79d9af4d9f9229890b3c878699c82f7d11e \
-    --hash=sha256:2e51ca1d6ed7f2e9d5c3c83decf27b0d17bb207a7dea986e8dc3e24f80ff7d6f \
-    --hash=sha256:2e73cfc4a99e796727919c5541c65bb88b973377501e39b9842ea71401ca6c1c \
-    --hash=sha256:31a1851751433d89a986616015841977e0a188662fcffd1a5677453f1df2de0a \
-    --hash=sha256:3b20bd67c94b3a2ea0a749d2a5712fc845a69cb5d52e78e6449bbd295611f3aa \
-    --hash=sha256:4740cc41e2ba5d641071d0ab5e9ef9b5e6e8c7611351a5cb7c1d175eaf43674a \
-    --hash=sha256:48be160782c0556156d91adbdd5a4a7e719f8d407cb46ae3bb4eaee09b3111bd \
-    --hash=sha256:8785bb10d5d6fd5e15d718ee1d1f914fe768bf8b4d1e5e9bf253de8a26cb1628 \
-    --hash=sha256:98100e0268d04e0eec47b73f20b39c45b4006f3c4233719c3848aa27a03c1aef \
-    --hash=sha256:99f7549779b6e434467d2aa43ab2b7224dd9e41bdde486020bae198978c9e05e \
-    --hash=sha256:9cf389d444b0f41d9fe1444b70650fea31e9d52cfcb5f818b7888b91b586efff \
-    --hash=sha256:a33a64576fddfbec0a44112eaf844c20853647ca833e9a647bfae0582b2ff94b \
-    --hash=sha256:a8914cd176f448e09746037b0c6b3a9d7688cef451ec5735094055116857580c \
-    --hash=sha256:b04707f1979815f5e49824ce52d1dceb46e2f12909a48a6a753fe7cafbc44a0c \
-    --hash=sha256:b5f5705ab977947a43ac83b52ade3b881eb6e95fcc02d76f501d549a210ba77f \
-    --hash=sha256:ba8ac20693c0bb0bf4b238751d4409e62852004a8cf031c73b0e0962b03e45e3 \
-    --hash=sha256:bf9251264247ecfe93e5f5a0cd43b8ae834f1e61d1abca22da55b20c788417f6 \
-    --hash=sha256:d0ebea336b535b37eee9eee31761813086d33ed06de9ab6fc6aaa0bace7b250c \
-    --hash=sha256:ddf5aace92d520d3d2a20031d8b0ec27b4395cab9f74e07cc95edf42a5cc0147 \
-    --hash=sha256:ddfe389a08ea374972bd4065d5f25d14e36b43ebc22fc75f7b951f24378bf0b5 \
-    --hash=sha256:e1369af39587b794873b8a307cc6623a3b1194e69399af0efd05bb202195a5a7 \
-    --hash=sha256:e6b6d3cd35fbb93b70ade1336022cc1147b95ec6af7d36906ca7fe432eb09710 \
-    --hash=sha256:f07fdffe4fd5b15f5ec15c8b64584868d063bc22b86b46c9695624ca3505b7b4 \
-    --hash=sha256:f2c5fb249caa17b94e2b9278b36a05ce03d3180e6da0c4c3b3ce5b2788f30eed \
-    --hash=sha256:f68f409e7b283c085f2da014f9ef81e885d90dcd733bd648cfba3ef265961848 \
-    --hash=sha256:fbef391b63f708e103df99fbaa3acf9f671d77a183a07546ba2f2c297b361e83 \
-    --hash=sha256:febde33305f1498f6df85e8020bca496d0e9ebf2093bab9e0f65e2b4ae2b3444
+pyarrow==18.0.0 \
+    --hash=sha256:00178509f379415a3fcf855af020e3340254f990a8534294ec3cf674d6e255fd \
+    --hash=sha256:03f40b65a43be159d2f97fd64dc998f769d0995a50c00f07aab58b0b3da87e1f \
+    --hash=sha256:082ba62bdcb939824ba1ce10b8acef5ab621da1f4c4805e07bfd153617ac19d4 \
+    --hash=sha256:09f30690b99ce34e0da64d20dab372ee54431745e4efb78ac938234a282d15f9 \
+    --hash=sha256:2333f93260674e185cfbf208d2da3007132572e56871f451ba1a556b45dae6e2 \
+    --hash=sha256:28f9c39a56d2c78bf6b87dcc699d520ab850919d4a8c7418cd20eda49874a2ea \
+    --hash=sha256:2c664ab88b9766413197733c1720d3dcd4190e8fa3bbdc3710384630a0a7207b \
+    --hash=sha256:2c992716cffb1088414f2b478f7af0175fd0a76fea80841b1706baa8fb0ebaad \
+    --hash=sha256:2e549a748fa8b8715e734919923f69318c953e077e9c02140ada13e59d043310 \
+    --hash=sha256:320ae9bd45ad7ecc12ec858b3e8e462578de060832b98fc4d671dee9f10d9954 \
+    --hash=sha256:336addb8b6f5208be1b2398442c703a710b6b937b1a046065ee4db65e782ff5a \
+    --hash=sha256:3ac24b2be732e78a5a3ac0b3aa870d73766dd00beba6e015ea2ea7394f8b4e55 \
+    --hash=sha256:45476490dd4adec5472c92b4d253e245258745d0ccaabe706f8d03288ed60a79 \
+    --hash=sha256:4c381857754da44326f3a49b8b199f7f87a51c2faacd5114352fc78de30d3aba \
+    --hash=sha256:4d5ca5d707e158540312e09fd907f9f49bacbe779ab5236d9699ced14d2293b8 \
+    --hash=sha256:58a62549a3e0bc9e03df32f350e10e1efb94ec6cf63e3920c3385b26663948ce \
+    --hash=sha256:5f0510608ccd6e7f02ca8596962afb8c6cc84c453e7be0da4d85f5f4f7b0328a \
+    --hash=sha256:603cd8ad4976568954598ef0a6d4ed3dfb78aff3d57fa8d6271f470f0ce7d34f \
+    --hash=sha256:606e9a3dcb0f52307c5040698ea962685fb1c852d72379ee9412be7de9c5f9e2 \
+    --hash=sha256:616ea2826c03c16e87f517c46296621a7c51e30400f6d0a61be645f203aa2b93 \
+    --hash=sha256:66dcc216ebae2eb4c37b223feaf82f15b69d502821dde2da138ec5a3716e7463 \
+    --hash=sha256:6dd1b52d0d58dd8f685ced9971eb49f697d753aa7912f0a8f50833c7a7426319 \
+    --hash=sha256:871b292d4b696b09120ed5bde894f79ee2a5f109cb84470546471df264cae136 \
+    --hash=sha256:8c70c1965cde991b711a98448ccda3486f2a336457cf4ec4dca257a926e149c9 \
+    --hash=sha256:8f40ec677e942374e3d7f2fad6a67a4c2811a8b975e8703c6fd26d3b168a90e2 \
+    --hash=sha256:907ee0aa8ca576f5e0cdc20b5aeb2ad4d3953a3b4769fc4b499e00ef0266f02f \
+    --hash=sha256:a1824f5b029ddd289919f354bc285992cb4e32da518758c136271cf66046ef22 \
+    --hash=sha256:a6aa027b1a9d2970cf328ccd6dbe4a996bc13c39fd427f502782f5bdb9ca20f5 \
+    --hash=sha256:a71ab0589a63a3e987beb2bc172e05f000a5c5be2636b4b263c44034e215b5d7 \
+    --hash=sha256:b30a927c6dff89ee702686596f27c25160dd6c99be5bcc1513a763ae5b1bfc03 \
+    --hash=sha256:b46591222c864e7da7faa3b19455196416cd8355ff6c2cc2e65726a760a3c420 \
+    --hash=sha256:b5bd7fd32e3ace012d43925ea4fc8bd1b02cc6cc1e9813b518302950e89b5a22 \
+    --hash=sha256:bc1daf7c425f58527900876354390ee41b0ae962a73ad0959b9d829def583bb1 \
+    --hash=sha256:bc97316840a349485fbb137eb8d0f4d7057e1b2c1272b1a20eebbbe1848f5122 \
+    --hash=sha256:be08af84808dff63a76860847c48ec0416928a7b3a17c2f49a072cac7c45efbd \
+    --hash=sha256:d5795e37c0a33baa618c5e054cd61f586cf76850a251e2b21355e4085def6280 \
+    --hash=sha256:d6331f280c6e4521c69b201a42dd978f60f7e129511a55da9e0bfe426b4ebb8d \
+    --hash=sha256:dc892be34dbd058e8d189b47db1e33a227d965ea8805a235c8a7286f7fd17d3a \
+    --hash=sha256:e7ab04f272f98ebffd2a0661e4e126036f6936391ba2889ed2d44c5006237802 \
+    --hash=sha256:eb7e3abcda7e1e6b83c2dc2909c8d045881017270a119cc6ee7fdcfe71d02df8 \
+    --hash=sha256:f1a198a50c409ab2d009fbf20956ace84567d67f2c5701511d4dd561fae6f32e \
+    --hash=sha256:fe92efcdbfa0bcf2fa602e466d7f2905500f33f09eb90bf0bcf2e6ca41b574c8
     # via tensorflow-datasets
 pygments==2.18.0 \
     --hash=sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199 \
@@ -590,15 +701,15 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via
-    #   tensorflow
     #   tensorflow-datasets
-rich==13.7.1 \
-    --hash=sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222 \
-    --hash=sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432
-    # via keras
-simple-parsing==0.1.5 \
-    --hash=sha256:46f35ed7002f9bb25dca3a49eac491cc78d2140e4adcbe156225ae643c2874ea \
-    --hash=sha256:d26ac15be5173cf28174e171a68153c11e462ad2cb3c23d3ad8634b00719d1fc
+    #   tf-nightly
+rich==13.9.4 \
+    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
+    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
+    # via keras-nightly
+simple-parsing==0.1.6 \
+    --hash=sha256:2a6e74b061fb754cc441559e8dcea9d108286d9e0ffaa9cca4eea6bbe85372e1 \
+    --hash=sha256:dad192e9633515a5627e343106636590a39a5ce85f6c47ced43507044ed98956
     # via tensorflow-datasets
 six==1.16.0 \
     --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
@@ -607,106 +718,102 @@ six==1.16.0 \
     #   astunparse
     #   google-pasta
     #   promise
-    #   tensorboard
-    #   tensorflow
-tensorboard==2.16.2 \
-    --hash=sha256:9f2b4e7dad86667615c0e5cd072f1ea8403fc032a299f0072d6f74855775cc45
-    # via tensorflow
+    #   tb-nightly
+    #   tf-nightly
+tb-nightly==2.19.0a20241103 \
+    --hash=sha256:a3d7d9e75cdad9ef76a31c97d0e79f55707ce466092790fb694b3df23a4f123a
+    # via tf-nightly
 tensorboard-data-server==0.7.2 \
     --hash=sha256:7e0610d205889588983836ec05dc098e80f97b7e7bbff7e994ebb78f578d0ddb \
     --hash=sha256:9fe5d24221b29625dbc7328b0436ca7fc1c23de4acf4d272f1180856e32f9f60 \
     --hash=sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530
-    # via tensorboard
-tensorflow==2.16.1 \
-    --hash=sha256:03b946e73bf48d857928329b8b321b00b42fe1b4f774c6580666683b0629689f \
-    --hash=sha256:093573a8eb93ef9511e7015b8de9659ed27156f2f05e6d1211f8f4cb76407ee1 \
-    --hash=sha256:09cac3c6a8fbf85a9b95491b58086154dd00a09956ed31823bb45c6605f0e881 \
-    --hash=sha256:1c5611e7357b7a4bc6dccc60750c91e27cdff82622fc917848f22add5ab8de26 \
-    --hash=sha256:1e96047657c64459a36a0cc211a3d003df96c7be3f95a84f7b705715f5697270 \
-    --hash=sha256:21a3c6d76a39f52754c389326f6bef8aef3c26b5bc89ca365add4a69483e569e \
-    --hash=sha256:42858b5d14159a2b9cc01c7f5a88e063b0601f20430cb358374005a67da38114 \
-    --hash=sha256:4a123fbb5788ba30d1113ce01bb166ddf85056fcb40e287c32a929ebfa4aa061 \
-    --hash=sha256:617df9fa2d697c4bc22fa3ee87eb01d580ab1bd0438fea15c4ec2f2870c40bb0 \
-    --hash=sha256:8231a9d7bba92a51231dcdcc3073920ad7d22fa88c64c7e2ecb7f1feac9d5fcb \
-    --hash=sha256:8e376ab46fb1df18a1f927d77011d36ecf7b717a81cbfe4a941c7bf5236939b3 \
-    --hash=sha256:92152aa77c402684e9066885515af6a45d88455c4453a818052c7369357078d8 \
-    --hash=sha256:930c61100cce3a5cb63d30fe6776504405214e8398a26ca968222ecb8b8f9404 \
-    --hash=sha256:ab79f156dd746c2dae906e3b4c5daac3855742941752e5a2c28f094c56eed466 \
-    --hash=sha256:ae0554471d472b8095f8a5204d878389d0d4bc88f6ef6edcd477b952dff5cfab \
-    --hash=sha256:bbf06d879070dfce2617c7d2bb19696bb1b2bcbb3b4ae009520e7166dd75dfc2 \
-    --hash=sha256:c612cdd436bb55b8dae1ecdd1d253496c95b006870b7165b8480c6606b8622aa \
-    --hash=sha256:cc2065d1d27f9f89fea8a0fe8fdf6c437ae60987cd7f2928e0d00e532e79e44d \
-    --hash=sha256:e9cf3fba7f389ff8b8342c5fbebb2529321e0ce9e03d7bcb3657ee0876686c36 \
-    --hash=sha256:f8a5b83ca4bf1813da158f63479cfdf848c0761e5120258417b3a96074a489f5
-    # via
-    #   -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
-    #   tf-keras
-tensorflow-datasets==4.9.6 \
-    --hash=sha256:b14698a575e4a1e30f8e2ad6614e8e5f97036cc415b0d21eea6bc9f4d82b24ed \
-    --hash=sha256:f0ee91edbd6711cf758949574baa917aa187cb70364f1a5c14ef6e1b8f2b74a6
-    # via -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
-tensorflow-io-gcs-filesystem==0.37.0 \
-    --hash=sha256:03d5598b8007551f4e1391bf85a83a1865e3fa0789beef15a200efaa06a23fb5 \
-    --hash=sha256:0e2901bc4a91158fa0a10d37594c8a5efb1445dd5a041b1b5b90f782a5d1b15e \
-    --hash=sha256:13bc337f2c2db63a39c81c8fd0ececc0c3d5fcf4ce229dfed0b0085a23dd60e9 \
-    --hash=sha256:48a8e7aec651bea8db410f6426c6446a56d16a5ab32201a70d8d684c113137b7 \
-    --hash=sha256:4ec3c0d0a9d3676a2e74198e3dff66d74c7c34f974257f2176236d0703b31a0e \
-    --hash=sha256:500ec871a8d59cf78992b7fd4750d86ea3d35e231fb0bea7a7eabcf73abfceeb \
-    --hash=sha256:57e7af9c81e79bf8fb552985dc8972ac90437d34bd4c1c9019a92a07eb12bc98 \
-    --hash=sha256:677d6d7c84a94a3b27ea5d16633ea09adadef09c2630480e8e94209558828b02 \
-    --hash=sha256:71ccf64a137efcb2be2627225b4e48110cbf34da39b23c5cc688fe803f2510f1 \
-    --hash=sha256:82cc4d8e26fb143fc814ac8ab95fede83363a315f5b62f8ae68312f1aca1cc6e \
-    --hash=sha256:8385f4fe447812bd8e2e11ef523cf02765319100e5d9e4a9b5a876d4440c900c \
-    --hash=sha256:8d3ad5f30b6dbe09baefdb80e9aa7ff3869c772928b865f8ffc8402be7675a43 \
-    --hash=sha256:8e5d1ac4d2010e8cdf259918ba1500c942b51b7ed2e549f55b404c1fb52f695d \
-    --hash=sha256:95bb229e968fca943806c6ac04e81dc4966fc4a36ab83efaa061a4ecb3ea5e85 \
-    --hash=sha256:af0f79400656bb88bf326d2b8e63aef49c07a0ce8c14c3e2589a62e765d8c21f \
-    --hash=sha256:eab6e4c1daf7ddbfef608cd8e2102861021678dfb3f6a7fb3f613db9d6992919
-    # via tensorflow
-tensorflow-metadata==1.15.0 \
-    --hash=sha256:cb84d8e159128aeae7b3f6013ccd7969c69d2e6d1a7b255dbfa6f5344d962986
+    # via tb-nightly
+tensorflow-datasets==4.9.7 \
+    --hash=sha256:948d7a68ee693d9709cbfe955f97344b98647e5512e0e42dd2a61f3e7925d68b \
+    --hash=sha256:f6fdfe745b5df2a37bde8bb2ef149188ebbca4af546226b461f3bad26bc42875
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tensorflow-io-gcs-filesystem==0.37.1 \
+    --hash=sha256:0df00891669390078a003cedbdd3b8e645c718b111917535fa1d7725e95cdb95 \
+    --hash=sha256:249c12b830165841411ba71e08215d0e94277a49c551e6dd5d72aab54fe5491b \
+    --hash=sha256:257aab23470a0796978efc9c2bcf8b0bc80f22e6298612a4c0a50d3f4e88060c \
+    --hash=sha256:286389a203a5aee1a4fa2e53718c661091aa5fea797ff4fa6715ab8436b02e6c \
+    --hash=sha256:32c50ab4e29a23c1f91cd0f9ab8c381a0ab10f45ef5c5252e94965916041737c \
+    --hash=sha256:426de1173cb81fbd62becec2012fc00322a295326d90eb6c737fab636f182aed \
+    --hash=sha256:6e1f2796b57e799a8ca1b75bf47c2aaa437c968408cc1a402a9862929e104cda \
+    --hash=sha256:8943036bbf84e7a2be3705cb56f9c9df7c48c9e614bb941f0936c58e3ca89d6f \
+    --hash=sha256:8febbfcc67c61e542a5ac1a98c7c20a91a5e1afc2e14b1ef0cb7c28bc3b6aa70 \
+    --hash=sha256:9679b36e3a80921876f31685ab6f7270f3411a4cc51bc2847e80d0e4b5291e27 \
+    --hash=sha256:b02f9c5f94fd62773954a04f69b68c4d576d076fd0db4ca25d5479f0fbfcdbad \
+    --hash=sha256:ee5da49019670ed364f3e5fb86b46420841a6c3cb52a300553c63841671b3e6d \
+    --hash=sha256:ee7c8ee5fe2fd8cb6392669ef16e71841133041fee8a330eff519ad9b36e4556 \
+    --hash=sha256:fbb33f1745f218464a59cecd9a18e32ca927b0f4d77abd8f8671b645cc1a182f \
+    --hash=sha256:fe8dcc6d222258a080ac3dfcaaaa347325ce36a7a046277f6b3e19abc1efb3c5 \
+    --hash=sha256:ffebb6666a7bfc28005f4fbbb111a455b5e7d6cd3b12752b7050863ecb27d5cc
+    # via tf-nightly
+tensorflow-metadata==1.16.1 \
+    --hash=sha256:2ce72ea31d78a00c0c74c6d465482335aa5cb2a3b2a104dedba0b258bc7bb18a
     # via
-    #   -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
     #   tensorflow-datasets
-termcolor==2.4.0 \
-    --hash=sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63 \
-    --hash=sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a
+termcolor==2.5.0 \
+    --hash=sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8 \
+    --hash=sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f
     # via
-    #   tensorflow
     #   tensorflow-datasets
-tf-keras==2.16.0 \
-    --hash=sha256:b2ad0541fa7d9e92c4b7a1b96593377afb58aaff374299a6ca6be1a42f51d899 \
-    --hash=sha256:db53891f1ac98197c2acced98cdca8c06ba8255655a6cb7eb95ed49676118280
-    # via -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
+    #   tf-nightly
+tf-keras-nightly==2.19.0.dev2024110310 \
+    --hash=sha256:6c4a030252589a8d17cf0d296f41c6b2e333b88aaa428ac823c9ae7e0a47d793 \
+    --hash=sha256:c02036e3ff847432f29386212bf27ff6a664eba876e7eb96601f232168316ee7
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tf-nightly==2.19.0.dev20241103 \
+    --hash=sha256:25ec4098ff89efc0b4c2a34a9fbaa03c62b6ea5c13fc543c913b5aefb55f7d1d \
+    --hash=sha256:33b57612715573edc738df105a7a266765512020b6db2529a7d4365cc57087ae \
+    --hash=sha256:3e2bd02bf4923babfe1751be28f7a70be04d18796857265cd5764b4de1a34716 \
+    --hash=sha256:5314f61658c4f9c8421c11ab528311171485a4196e7741f3fdb2b9d40ac16da0 \
+    --hash=sha256:5ee05bf07c123792ea5085bbc5299f41bdb86360c6797d7e62b8ab2ddc10ed42 \
+    --hash=sha256:6fffacfa30b193e087ba047fce9e183ceede4af47e4a38c988b9a21a2a99347c \
+    --hash=sha256:7f13c46814eb9a8770ee2edaf3f40d92540b660fb69263100dff9e23ece7ed7a \
+    --hash=sha256:844864ed264d80fb8a299fbac35f81b0a483cb55973321b94d09d14d5a24054c \
+    --hash=sha256:8504a46d8554178ad1efb4353c567be5fe3754e0d5687a45b8944b2a204c57b8 \
+    --hash=sha256:892acdd4835632344fe46efff4b4dc3fbc0de07785b0ea32d646eee19ac74048 \
+    --hash=sha256:8f1059a8f50d9b5f5d825c098822431e4a9530c99ddaf8ed0c591ebefb992733 \
+    --hash=sha256:916c40c52a970d8ac1497214c0d7c4fecb59d39e775af1463d2c71148595d05d \
+    --hash=sha256:9181f069889b50af7125d479a6ae4b82e93efdbd0dc209edf74b356e770c75a3 \
+    --hash=sha256:958774aa6ca54aef8ba9ba592a5a6ae61a61d12c421ed0f3368878ba95c29e65 \
+    --hash=sha256:a303f137a5a387213fd912c069421120f8ece6a97c98a918ddede8850d88adc2 \
+    --hash=sha256:c871b69ca63d755e72db5605227341c56248daefafbe6abdf381f17d0aca26c6
+    # via
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tf-keras-nightly
 toml==0.10.2 \
     --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
     --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
     # via tensorflow-datasets
-tqdm==4.66.4 \
-    --hash=sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644 \
-    --hash=sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb
+tqdm==4.66.6 \
+    --hash=sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63 \
+    --hash=sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090
     # via
     #   etils
     #   tensorflow-datasets
-typing-extensions==4.12.1 \
-    --hash=sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a \
-    --hash=sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
     # via
     #   etils
     #   optree
     #   simple-parsing
-    #   tensorflow
-urllib3==2.2.1 \
-    --hash=sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d \
-    --hash=sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19
+    #   tf-nightly
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
-werkzeug==3.0.3 \
-    --hash=sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18 \
-    --hash=sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8
-    # via tensorboard
-wheel==0.43.0 \
-    --hash=sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85 \
-    --hash=sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81
+werkzeug==3.1.1 \
+    --hash=sha256:8cd39dfbdfc1e051965f156163e2974e52c210f130810e9ad36858f0fd3edad4 \
+    --hash=sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5
+    # via tb-nightly
+wheel==0.44.0 \
+    --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
+    --hash=sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49
     # via astunparse
 wrapt==1.16.0 \
     --hash=sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc \
@@ -780,11 +887,11 @@ wrapt==1.16.0 \
     --hash=sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a \
     --hash=sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4
     # via
-    #   tensorflow
     #   tensorflow-datasets
-zipp==3.19.2 \
-    --hash=sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19 \
-    --hash=sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c
+    #   tf-nightly
+zipp==3.20.2 \
+    --hash=sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350 \
+    --hash=sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29
     # via etils
 
 # The following packages are considered to be unsafe in a requirements file:
@@ -792,5 +899,6 @@ setuptools==70.0.0 \
     --hash=sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4 \
     --hash=sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0
     # via
-    #   tensorboard
-    #   tensorflow
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tb-nightly
+    #   tf-nightly
diff --git a/oss_scripts/pip_package/requirements_lock_3_12.txt b/oss_scripts/pip_package/requirements_lock_3_12.txt
new file mode 100644
index 000000000..a0beeb20d
--- /dev/null
+++ b/oss_scripts/pip_package/requirements_lock_3_12.txt
@@ -0,0 +1,886 @@
+#
+# This file is autogenerated by pip-compile with Python 3.12
+# by the following command:
+#
+#    bazel run //oss_scripts/pip_package:requirements.update
+#
+absl-py==2.1.0 \
+    --hash=sha256:526a04eadab8b4ee719ce68f204172ead1027549089702d99b9059f129ff1308 \
+    --hash=sha256:7820790efbb316739cde8b4e19357243fc3608a152024288513dd968d7d959ff
+    # via
+    #   array-record
+    #   etils
+    #   keras-nightly
+    #   tb-nightly
+    #   tensorflow-datasets
+    #   tensorflow-metadata
+    #   tf-nightly
+array-record==0.5.1 \
+    --hash=sha256:248fb29086cb3a6322a5d8b8332d77713a030bc54f0bacdf215a6d3185f73f90 \
+    --hash=sha256:6ebe99f37e3a797322f4f5cfc6902b5e852012ba2729fac628aad6affb225247 \
+    --hash=sha256:897362036f2920093eff3d729c2a6e1844e3077f513d6bd29640cd02f98e07c7 \
+    --hash=sha256:8ebd7c12c0a159a44c6c8fdaf915036fcddfdfa499a878ddcff9761c6d1af685 \
+    --hash=sha256:9922862216a9d3be76fdc27968af1ec0ea20f986329998ba45b0f01ee3e646fa \
+    --hash=sha256:b9f2e304e59a17af9f5bf2a86b93ad4700d0eeb85d742a884aa38dc0b54dda5b \
+    --hash=sha256:ea3969b9f954f6f01ddac64f59eea45392dc4eb8c1bf3d1ca5c9bcfd7f8d46e7 \
+    --hash=sha256:f08eea9a4afbfa05fb7fafaa007b89e286a8a27a7775cb80338199576ffe07b4
+    # via tensorflow-datasets
+astunparse==1.6.3 \
+    --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
+    --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
+    # via tf-nightly
+certifi==2024.8.30 \
+    --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
+    --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9
+    # via requests
+charset-normalizer==3.4.0 \
+    --hash=sha256:0099d79bdfcf5c1f0c2c72f91516702ebf8b0b8ddd8905f97a8aecf49712c621 \
+    --hash=sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6 \
+    --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \
+    --hash=sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912 \
+    --hash=sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c \
+    --hash=sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b \
+    --hash=sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d \
+    --hash=sha256:130272c698667a982a5d0e626851ceff662565379baf0ff2cc58067b81d4f11d \
+    --hash=sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95 \
+    --hash=sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e \
+    --hash=sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565 \
+    --hash=sha256:1ffd9493de4c922f2a38c2bf62b831dcec90ac673ed1ca182fe11b4d8e9f2a64 \
+    --hash=sha256:2006769bd1640bdf4d5641c69a3d63b71b81445473cac5ded39740a226fa88ab \
+    --hash=sha256:20587d20f557fe189b7947d8e7ec5afa110ccf72a3128d61a2a387c3313f46be \
+    --hash=sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e \
+    --hash=sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907 \
+    --hash=sha256:285e96d9d53422efc0d7a17c60e59f37fbf3dfa942073f666db4ac71e8d726d0 \
+    --hash=sha256:2de62e8801ddfff069cd5c504ce3bc9672b23266597d4e4f50eda28846c322f2 \
+    --hash=sha256:2f6c34da58ea9c1a9515621f4d9ac379871a8f21168ba1b5e09d74250de5ad62 \
+    --hash=sha256:309a7de0a0ff3040acaebb35ec45d18db4b28232f21998851cfa709eeff49d62 \
+    --hash=sha256:35c404d74c2926d0287fbd63ed5d27eb911eb9e4a3bb2c6d294f3cfd4a9e0c23 \
+    --hash=sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc \
+    --hash=sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284 \
+    --hash=sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca \
+    --hash=sha256:425c5f215d0eecee9a56cdb703203dda90423247421bf0d67125add85d0c4455 \
+    --hash=sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858 \
+    --hash=sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b \
+    --hash=sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594 \
+    --hash=sha256:4796efc4faf6b53a18e3d46343535caed491776a22af773f366534056c4e1fbc \
+    --hash=sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db \
+    --hash=sha256:4b67fdab07fdd3c10bb21edab3cbfe8cf5696f453afce75d815d9d7223fbe88b \
+    --hash=sha256:4ec9dd88a5b71abfc74e9df5ebe7921c35cbb3b641181a531ca65cdb5e8e4dea \
+    --hash=sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6 \
+    --hash=sha256:54b6a92d009cbe2fb11054ba694bc9e284dad30a26757b1e372a1fdddaf21920 \
+    --hash=sha256:55f56e2ebd4e3bc50442fbc0888c9d8c94e4e06a933804e2af3e89e2f9c1c749 \
+    --hash=sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7 \
+    --hash=sha256:5d447056e2ca60382d460a604b6302d8db69476fd2015c81e7c35417cfabe4cd \
+    --hash=sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99 \
+    --hash=sha256:5ff2ed8194587faf56555927b3aa10e6fb69d931e33953943bc4f837dfee2242 \
+    --hash=sha256:62f60aebecfc7f4b82e3f639a7d1433a20ec32824db2199a11ad4f5e146ef5ee \
+    --hash=sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129 \
+    --hash=sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2 \
+    --hash=sha256:6b493a043635eb376e50eedf7818f2f322eabbaa974e948bd8bdd29eb7ef2a51 \
+    --hash=sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee \
+    --hash=sha256:6fd30dc99682dc2c603c2b315bded2799019cea829f8bf57dc6b61efde6611c8 \
+    --hash=sha256:707b82d19e65c9bd28b81dde95249b07bf9f5b90ebe1ef17d9b57473f8a64b7b \
+    --hash=sha256:7706f5850360ac01d80c89bcef1640683cc12ed87f42579dab6c5d3ed6888613 \
+    --hash=sha256:7782afc9b6b42200f7362858f9e73b1f8316afb276d316336c0ec3bd73312742 \
+    --hash=sha256:79983512b108e4a164b9c8d34de3992f76d48cadc9554c9e60b43f308988aabe \
+    --hash=sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3 \
+    --hash=sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5 \
+    --hash=sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631 \
+    --hash=sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7 \
+    --hash=sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15 \
+    --hash=sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c \
+    --hash=sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea \
+    --hash=sha256:9289fd5dddcf57bab41d044f1756550f9e7cf0c8e373b8cdf0ce8773dc4bd417 \
+    --hash=sha256:92a7e36b000bf022ef3dbb9c46bfe2d52c047d5e3f3343f43204263c5addc250 \
+    --hash=sha256:92db3c28b5b2a273346bebb24857fda45601aef6ae1c011c0a997106581e8a88 \
+    --hash=sha256:95c3c157765b031331dd4db3c775e58deaee050a3042fcad72cbc4189d7c8dca \
+    --hash=sha256:980b4f289d1d90ca5efcf07958d3eb38ed9c0b7676bf2831a54d4f66f9c27dfa \
+    --hash=sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99 \
+    --hash=sha256:9c98230f5042f4945f957d006edccc2af1e03ed5e37ce7c373f00a5a4daa6149 \
+    --hash=sha256:9fa2566ca27d67c86569e8c85297aaf413ffab85a8960500f12ea34ff98e4c41 \
+    --hash=sha256:a14969b8691f7998e74663b77b4c36c0337cb1df552da83d5c9004a93afdb574 \
+    --hash=sha256:a8aacce6e2e1edcb6ac625fb0f8c3a9570ccc7bfba1f63419b3769ccf6a00ed0 \
+    --hash=sha256:a8e538f46104c815be19c975572d74afb53f29650ea2025bbfaef359d2de2f7f \
+    --hash=sha256:aa41e526a5d4a9dfcfbab0716c7e8a1b215abd3f3df5a45cf18a12721d31cb5d \
+    --hash=sha256:aa693779a8b50cd97570e5a0f343538a8dbd3e496fa5dcb87e29406ad0299654 \
+    --hash=sha256:ab22fbd9765e6954bc0bcff24c25ff71dcbfdb185fcdaca49e81bac68fe724d3 \
+    --hash=sha256:ab2e5bef076f5a235c3774b4f4028a680432cded7cad37bba0fd90d64b187d19 \
+    --hash=sha256:ab973df98fc99ab39080bfb0eb3a925181454d7c3ac8a1e695fddfae696d9e90 \
+    --hash=sha256:af73657b7a68211996527dbfeffbb0864e043d270580c5aef06dc4b659a4b578 \
+    --hash=sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9 \
+    --hash=sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1 \
+    --hash=sha256:b8831399554b92b72af5932cdbbd4ddc55c55f631bb13ff8fe4e6536a06c5c51 \
+    --hash=sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719 \
+    --hash=sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236 \
+    --hash=sha256:bd7af3717683bea4c87acd8c0d3d5b44d56120b26fd3f8a692bdd2d5260c620a \
+    --hash=sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c \
+    --hash=sha256:c3e446d253bd88f6377260d07c895816ebf33ffffd56c1c792b13bff9c3e1ade \
+    --hash=sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944 \
+    --hash=sha256:c94057af19bc953643a33581844649a7fdab902624d2eb739738a30e2b3e60fc \
+    --hash=sha256:cab5d0b79d987c67f3b9e9c53f54a61360422a5a0bc075f43cab5621d530c3b6 \
+    --hash=sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6 \
+    --hash=sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27 \
+    --hash=sha256:d5b054862739d276e09928de37c79ddeec42a6e1bfc55863be96a36ba22926f6 \
+    --hash=sha256:dbe03226baf438ac4fda9e2d0715022fd579cb641c4cf639fa40d53b2fe6f3e2 \
+    --hash=sha256:dc15e99b2d8a656f8e666854404f1ba54765871104e50c8e9813af8a7db07f12 \
+    --hash=sha256:dcaf7c1524c0542ee2fc82cc8ec337f7a9f7edee2532421ab200d2b920fc97cf \
+    --hash=sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114 \
+    --hash=sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7 \
+    --hash=sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf \
+    --hash=sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d \
+    --hash=sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b \
+    --hash=sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed \
+    --hash=sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03 \
+    --hash=sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4 \
+    --hash=sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67 \
+    --hash=sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365 \
+    --hash=sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a \
+    --hash=sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748 \
+    --hash=sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b \
+    --hash=sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079 \
+    --hash=sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482
+    # via requests
+click==8.1.7 \
+    --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
+    --hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
+    # via tensorflow-datasets
+dm-tree==0.1.8 \
+    --hash=sha256:054b461f8176f4bce7a21f7b1870f873a1ced3bdbe1282c816c550bb43c71fa6 \
+    --hash=sha256:09964470f76a5201aff2e8f9b26842976de7889300676f927930f6285e256760 \
+    --hash=sha256:0d3172394079a86c3a759179c65f64c48d1a42b89495fcf38976d11cc3bb952c \
+    --hash=sha256:0e9620ccf06393eb6b613b5e366469304622d4ea96ae6540b28a33840e6c89cf \
+    --hash=sha256:0fcaabbb14e7980377439e7140bd05552739ca5e515ecb3119f234acee4b9430 \
+    --hash=sha256:1607ce49aa42f010d1e5e616d92ce899d66835d4d8bea49679582435285515de \
+    --hash=sha256:181c35521d480d0365f39300542cb6cd7fd2b77351bb43d7acfda15aef63b317 \
+    --hash=sha256:1d7c26e431fc93cc7e0cba867eb000db6a05f6f2b25af11ac4e9dada88fc5bca \
+    --hash=sha256:1fe962015b2fe1282892b28ebe962faed53c7f98d942da9a4625cbf27baef913 \
+    --hash=sha256:250b692fb75f45f02e2f58fbef9ab338904ef334b90557565621fa251df267cf \
+    --hash=sha256:2869228d9c619074de501a3c10dc7f07c75422f8fab36ecdcb859b6f1b1ec3ef \
+    --hash=sha256:28c52cbf4f8b3dbd0beaedf44f69fa85eec5e9dede612e08035e06ada6ec9426 \
+    --hash=sha256:2f7915660f59c09068e428613c480150180df1060561fd0d1470684ae7007bd1 \
+    --hash=sha256:343a4a4ebaa127451ff971254a4be4084eb4bdc0b2513c32b46f6f728fd03f9e \
+    --hash=sha256:35cc164a79336bfcfafb47e5f297898359123bbd3330c1967f0c4994f9cf9f60 \
+    --hash=sha256:378cc8ad93c5fe3590f405a309980721f021c790ca1bdf9b15bb1d59daec57f5 \
+    --hash=sha256:39070ba268c0491af9fe7a58644d99e8b4f2cde6e5884ba3380bddc84ed43d5f \
+    --hash=sha256:435227cf3c5dc63f4de054cf3d00183790bd9ead4c3623138c74dde7f67f521b \
+    --hash=sha256:5483dca4d7eb1a0d65fe86d3b6a53ae717face83c1f17e0887b1a4a64ae5c410 \
+    --hash=sha256:694c3654cfd2a81552c08ec66bb5c4a3d48fa292b9a181880fb081c36c5b9134 \
+    --hash=sha256:75c5d528bb992981c20793b6b453e91560784215dffb8a5440ba999753c14ceb \
+    --hash=sha256:803bfc53b4659f447ac694dbd04235f94a73ef7c1fd1e0df7c84ac41e0bc963b \
+    --hash=sha256:81fce77f22a302d7a5968aebdf4efafef4def7ce96528719a354e6990dcd49c7 \
+    --hash=sha256:83b7764de0d855338abefc6e3ee9fe40d301668310aa3baea3f778ff051f4393 \
+    --hash=sha256:8c60a7eadab64c2278861f56bca320b2720f163dca9d7558103c3b77f2416571 \
+    --hash=sha256:8ed3564abed97c806db122c2d3e1a2b64c74a63debe9903aad795167cc301368 \
+    --hash=sha256:94d3f0826311f45ee19b75f5b48c99466e4218a0489e81c0f0167bda50cacf22 \
+    --hash=sha256:96a548a406a6fb15fe58f6a30a57ff2f2aafbf25f05afab00c8f5e5977b6c715 \
+    --hash=sha256:a5d819c38c03f0bb5b3b3703c60e4b170355a0fc6b5819325bf3d4ceb3ae7e80 \
+    --hash=sha256:ad16ceba90a56ec47cf45b21856d14962ac314787975ef786efb5e6e9ca75ec7 \
+    --hash=sha256:af4b3d372f2477dcd89a6e717e4a575ca35ccc20cc4454a8a4b6f8838a00672d \
+    --hash=sha256:b095ba4f8ca1ba19350fd53cf1f8f3eb0bd406aa28af64a6dfc86707b32a810a \
+    --hash=sha256:b9bd9b9ccb59409d33d51d84b7668010c04c2af7d4a371632874c1ca356cff3d \
+    --hash=sha256:b9f89a454e98806b44fe9d40ec9eee61f848388f7e79ac2371a55679bd5a3ac6 \
+    --hash=sha256:bb2d109f42190225112da899b9f3d46d0d5f26aef501c61e43529fe9322530b5 \
+    --hash=sha256:c0a94aba18a35457a1b5cd716fd7b46c5dafdc4cf7869b4bae665b91c4682a8e \
+    --hash=sha256:c5c8c12e3fda754ef6af94161bacdaeda816d941995fac415d6855c6c386af68 \
+    --hash=sha256:d1612fcaecd79023dbc6a6ae48d51a80beb5c385d6f3f6d71688e57bc8d07de8 \
+    --hash=sha256:d16e1f2a073604cfcc09f7131ae8d534674f43c3aef4c25742eae295bc60d04f \
+    --hash=sha256:d20f2faa3672b52e5013f4077117bfb99c4cfc0b445d3bde1584c34032b57436 \
+    --hash=sha256:d40fa4106ca6edc66760246a08f500ec0c85ef55c762fb4a363f6ee739ba02ee \
+    --hash=sha256:de287fabc464b8734be251e46e06aa9aa1001f34198da2b6ce07bd197172b9cb \
+    --hash=sha256:e4d714371bb08839e4e5e29024fc95832d9affe129825ef38836b143028bd144 \
+    --hash=sha256:ea9e59e0451e7d29aece402d9f908f2e2a80922bcde2ebfd5dcb07750fcbfee8 \
+    --hash=sha256:f7ac31b9aecccb2c6e1ab29706f6ded3eba0c2c69c770322c9c685929c3d6afb \
+    --hash=sha256:fa42a605d099ee7d41ba2b5fb75e21423951fd26e5d50583a00471238fb3021d
+    # via tensorflow-datasets
+docstring-parser==0.16 \
+    --hash=sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e \
+    --hash=sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637
+    # via simple-parsing
+etils[array-types,edc,enp,epath,epy,etqdm,etree]==1.10.0 \
+    --hash=sha256:0777fe60a234b4c65ca53470fc64f2dd2d0c6bca7fcc623fdaa8d7fa5a317098 \
+    --hash=sha256:4eaa9d7248fd4eeb75e44d47ca29875a5ccea044cc14a17435794bf8ac116a05
+    # via
+    #   array-record
+    #   tensorflow-datasets
+flatbuffers==24.3.25 \
+    --hash=sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812 \
+    --hash=sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4
+    # via tf-nightly
+fsspec==2024.10.0 \
+    --hash=sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871 \
+    --hash=sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493
+    # via etils
+gast==0.6.0 \
+    --hash=sha256:52b182313f7330389f72b069ba00f174cfe2a06411099547288839c6cbafbd54 \
+    --hash=sha256:88fc5300d32c7ac6ca7b515310862f71e6fdf2c029bbec7c66c0f5dd47b6b1fb
+    # via tf-nightly
+google-pasta==0.2.0 \
+    --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
+    --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
+    --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
+    # via tf-nightly
+googleapis-common-protos==1.65.0 \
+    --hash=sha256:2972e6c496f435b92590fd54045060867f3fe9be2c82ab148fc8885035479a63 \
+    --hash=sha256:334a29d07cddc3aa01dee4988f9afd9b2916ee2ff49d6b757155dc0d197852c0
+    # via tensorflow-metadata
+grpcio==1.67.1 \
+    --hash=sha256:01f616a964e540638af5130469451cf580ba8c7329f45ca998ab66e0c7dcdb04 \
+    --hash=sha256:0489063974d1452436139501bf6b180f63d4977223ee87488fe36858c5725292 \
+    --hash=sha256:0e6f255980afef598a9e64a24efce87b625e3e3c80a45162d111a461a9f92955 \
+    --hash=sha256:0f3e49c738396e93b7ba9016e153eb09e0778e776df6090c1b8c91877cc1c426 \
+    --hash=sha256:178f5db771c4f9a9facb2ab37a434c46cb9be1a75e820f187ee3d1e7805c4f65 \
+    --hash=sha256:1a65b503d008f066e994f34f456e0647e5ceb34cfcec5ad180b1b44020ad4970 \
+    --hash=sha256:1d7616d2ded471231c701489190379e0c311ee0a6c756f3c03e6a62b95a7146e \
+    --hash=sha256:24e8a26dbfc5274d7474c27759b54486b8de23c709d76695237515bc8b5baeab \
+    --hash=sha256:267d1745894200e4c604958da5f856da6293f063327cb049a51fe67348e4f953 \
+    --hash=sha256:299b3d8c4f790c6bcca485f9963b4846dd92cf6f1b65d3697145d005c80f9fe8 \
+    --hash=sha256:3b6c16489326d79ead41689c4b84bc40d522c9a7617219f4ad94bc7f448c5085 \
+    --hash=sha256:3dc2ed4cabea4dc14d5e708c2b426205956077cc5de419b4d4079315017e9732 \
+    --hash=sha256:43112046864317498a33bdc4797ae6a268c36345a910de9b9c17159d8346602f \
+    --hash=sha256:4422581cdc628f77302270ff839a44f4c24fdc57887dc2a45b7e53d8fc2376af \
+    --hash=sha256:4e7b904484a634a0fff132958dabdb10d63e0927398273917da3ee103e8d1f78 \
+    --hash=sha256:5721e66a594a6c4204458004852719b38f3d5522082be9061d6510b455c90afc \
+    --hash=sha256:5db70d32d6703b89912af16d6d45d78406374a8b8ef0d28140351dd0ec610e98 \
+    --hash=sha256:5ed601c4c6008429e3d247ddb367fe8c7259c355757448d7c1ef7bd4a6739e8e \
+    --hash=sha256:60336bff760fbb47d7e86165408126f1dded184448e9a4c892189eb7c9d3f90f \
+    --hash=sha256:608d87d1bdabf9e2868b12338cd38a79969eaf920c89d698ead08f48de9c0f9e \
+    --hash=sha256:60e6a4dcf5af7bbc36fd9f81c9f372e8ae580870a9e4b6eafe948cd334b81cf3 \
+    --hash=sha256:638354e698fd0c6c76b04540a850bf1db27b4d2515a19fcd5cf645c48d3eb1ed \
+    --hash=sha256:699e964923b70f3101393710793289e42845791ea07565654ada0969522d0a38 \
+    --hash=sha256:7818c0454027ae3384235a65210bbf5464bd715450e30a3d40385453a85a70cb \
+    --hash=sha256:786a5b18544622bfb1e25cc08402bd44ea83edfb04b93798d85dca4d1a0b5be5 \
+    --hash=sha256:804c6457c3cd3ec04fe6006c739579b8d35c86ae3298ffca8de57b493524b771 \
+    --hash=sha256:80b866f73224b0634f4312a4674c1be21b2b4afa73cb20953cbbb73a6b36c3cc \
+    --hash=sha256:85f69fdc1d28ce7cff8de3f9c67db2b0ca9ba4449644488c1e0303c146135ddb \
+    --hash=sha256:85f862069b86a305497e74d0dc43c02de3d1d184fc2c180993aa8aa86fbd19b8 \
+    --hash=sha256:8a00efecde9d6fcc3ab00c13f816313c040a28450e5e25739c24f432fc6d3c75 \
+    --hash=sha256:8a23cbcc5bb11ea7dc6163078be36c065db68d915c24f5faa4f872c573bb400f \
+    --hash=sha256:8b0341d66a57f8a3119b77ab32207072be60c9bf79760fa609c5609f2deb1f3f \
+    --hash=sha256:917e8d8994eed1d86b907ba2a61b9f0aef27a2155bca6cbb322430fc7135b7bb \
+    --hash=sha256:95b5f2b857856ed78d72da93cd7d09b6db8ef30102e5e7fe0961fe4d9f7d48e8 \
+    --hash=sha256:9e838cad2176ebd5d4a8bb03955138d6589ce9e2ce5d51c3ada34396dbd2dba8 \
+    --hash=sha256:9fd042de4a82e3e7aca44008ee2fb5da01b3e5adb316348c21980f7f58adc311 \
+    --hash=sha256:a25bdea92b13ff4d7790962190bf6bf5c4639876e01c0f3dda70fc2769616335 \
+    --hash=sha256:a6703916c43b1d468d0756c8077b12017a9fcb6a1ef13faf49e67d20d7ebda62 \
+    --hash=sha256:a93deda571a1bf94ec1f6fcda2872dad3ae538700d94dc283c672a3b508ba3af \
+    --hash=sha256:aa0162e56fd10a5547fac8774c4899fc3e18c1aa4a4759d0ce2cd00d3696ea6b \
+    --hash=sha256:b49359977c6ec9f5d0573ea4e0071ad278ef905aa74e420acc73fd28ce39e9ce \
+    --hash=sha256:beee96c8c0b1a75d556fe57b92b58b4347c77a65781ee2ac749d550f2a365dc1 \
+    --hash=sha256:c7a01337407dd89005527623a4a72c5c8e2894d22bead0895306b23c6695698f \
+    --hash=sha256:c9b929f13677b10f63124c1a410994a401cdd85214ad83ab67cc077fc7e480f0 \
+    --hash=sha256:cdc491ae35a13535fd9196acb5afe1af37c8237df2e54427be3eecda3653127e \
+    --hash=sha256:e279330bef1744040db8fc432becc8a727b84f456ab62b744d3fdb83f327e121 \
+    --hash=sha256:e29ca27bec8e163dca0c98084040edec3bc49afd10f18b412f483cc68c712744 \
+    --hash=sha256:e7d1797a8a3845437d327145959a2c0c47c05947c9eef5ff1a4c80e499dcc6fa \
+    --hash=sha256:ea33986b70f83844cd00814cee4451055cd8cab36f00ac64a31f5bb09b31919e \
+    --hash=sha256:ec74ef02010186185de82cc594058a3ccd8d86821842bbac9873fd4a2cf8be8d \
+    --hash=sha256:f26b0b547eb8d00e195274cdfc63ce64c8fc2d3e2d00b12bf468ece41a0423a0 \
+    --hash=sha256:f5a27dddefe0e2357d3e617b9079b4bfdc91341a91565111a21ed6ebbc51b22d \
+    --hash=sha256:f5b76ff64aaac53fede0cc93abf57894ab2a7362986ba22243d06218b93efe46 \
+    --hash=sha256:f9fff78ba10d4250bfc07a01bd6254a6d87dc67f9627adece85c0b2ed754fa96 \
+    --hash=sha256:fa0c739ad8b1996bd24823950e3cb5152ae91fca1c09cc791190bf1627ffefba
+    # via
+    #   tb-nightly
+    #   tf-nightly
+h5py==3.12.1 \
+    --hash=sha256:018a4597f35092ae3fb28ee851fdc756d2b88c96336b8480e124ce1ac6fb9166 \
+    --hash=sha256:050a4f2c9126054515169c49cb900949814987f0c7ae74c341b0c9f9b5056834 \
+    --hash=sha256:06a903a4e4e9e3ebbc8b548959c3c2552ca2d70dac14fcfa650d9261c66939ed \
+    --hash=sha256:1473348139b885393125126258ae2d70753ef7e9cec8e7848434f385ae72069e \
+    --hash=sha256:2f0f1a382cbf494679c07b4371f90c70391dedb027d517ac94fa2c05299dacda \
+    --hash=sha256:326d70b53d31baa61f00b8aa5f95c2fcb9621a3ee8365d770c551a13dbbcbfdf \
+    --hash=sha256:3b15d8dbd912c97541312c0e07438864d27dbca857c5ad634de68110c6beb1c2 \
+    --hash=sha256:3fdf95092d60e8130ba6ae0ef7a9bd4ade8edbe3569c13ebbaf39baefffc5ba4 \
+    --hash=sha256:4532c7e97fbef3d029735db8b6f5bf01222d9ece41e309b20d63cfaae2fb5c4d \
+    --hash=sha256:513171e90ed92236fc2ca363ce7a2fc6f2827375efcbb0cc7fbdd7fe11fecafc \
+    --hash=sha256:52ab036c6c97055b85b2a242cb540ff9590bacfda0c03dd0cf0661b311f522f8 \
+    --hash=sha256:577d618d6b6dea3da07d13cc903ef9634cde5596b13e832476dd861aaf651f3e \
+    --hash=sha256:59400f88343b79655a242068a9c900001a34b63e3afb040bd7cdf717e440f653 \
+    --hash=sha256:59685fe40d8c1fbbee088c88cd4da415a2f8bee5c270337dc5a1c4aa634e3307 \
+    --hash=sha256:5c4b41d1019322a5afc5082864dfd6359f8935ecd37c11ac0029be78c5d112c9 \
+    --hash=sha256:62be1fc0ef195891949b2c627ec06bc8e837ff62d5b911b6e42e38e0f20a897d \
+    --hash=sha256:6fdf6d7936fa824acfa27305fe2d9f39968e539d831c5bae0e0d83ed521ad1ac \
+    --hash=sha256:7b3b8f3b48717e46c6a790e3128d39c61ab595ae0a7237f06dfad6a3b51d5351 \
+    --hash=sha256:84342bffd1f82d4f036433e7039e241a243531a1d3acd7341b35ae58cdab05bf \
+    --hash=sha256:ad8a76557880aed5234cfe7279805f4ab5ce16b17954606cca90d578d3e713ef \
+    --hash=sha256:ba51c0c5e029bb5420a343586ff79d56e7455d496d18a30309616fdbeed1068f \
+    --hash=sha256:cb65f619dfbdd15e662423e8d257780f9a66677eae5b4b3fc9dca70b5fd2d2a3 \
+    --hash=sha256:ccd9006d92232727d23f784795191bfd02294a4f2ba68708825cb1da39511a93 \
+    --hash=sha256:d2b8dd64f127d8b324f5d2cd1c0fd6f68af69084e9e47d27efeb9e28e685af3e \
+    --hash=sha256:d3e465aee0ec353949f0f46bf6c6f9790a2006af896cee7c178a8c3e5090aa32 \
+    --hash=sha256:e4d51919110a030913201422fb07987db4338eba5ec8c5a15d6fab8e03d443fc
+    # via
+    #   keras-nightly
+    #   tf-nightly
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
+    # via requests
+immutabledict==4.2.0 \
+    --hash=sha256:d728b2c2410d698d95e6200237feb50a695584d20289ad3379a439aa3d90baba \
+    --hash=sha256:e003fd81aad2377a5a758bf7e1086cf3b70b63e9a5cc2f46bce8d0a2b4727c5f
+    # via tensorflow-datasets
+importlib-resources==6.4.5 \
+    --hash=sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065 \
+    --hash=sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717
+    # via etils
+keras-nightly==3.7.0.dev2024110103 \
+    --hash=sha256:ec367ee3052db0e6d0295e812bcf69ff248ea154b02d5acd0bf05fe97d004e62 \
+    --hash=sha256:ff17113a752ae6dc3df9e1a008797afa9a654f8381c0dc24c15be91ccea0d709
+    # via tf-nightly
+libclang==18.1.1 \
+    --hash=sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a \
+    --hash=sha256:3f0e1f49f04d3cd198985fea0511576b0aee16f9ff0e0f0cad7f9c57ec3c20e8 \
+    --hash=sha256:4dd2d3b82fab35e2bf9ca717d7b63ac990a3519c7e312f19fa8e86dcc712f7fb \
+    --hash=sha256:54dda940a4a0491a9d1532bf071ea3ef26e6dbaf03b5000ed94dd7174e8f9592 \
+    --hash=sha256:69f8eb8f65c279e765ffd28aaa7e9e364c776c17618af8bff22a8df58677ff4f \
+    --hash=sha256:6f14c3f194704e5d09769108f03185fce7acaf1d1ae4bbb2f30a72c2400cb7c5 \
+    --hash=sha256:83ce5045d101b669ac38e6da8e58765f12da2d3aafb3b9b98d88b286a60964d8 \
+    --hash=sha256:a1214966d08d73d971287fc3ead8dfaf82eb07fb197680d8b3859dbbbbf78250 \
+    --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
+    --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
+    # via tf-nightly
+markdown==3.7 \
+    --hash=sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2 \
+    --hash=sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803
+    # via tb-nightly
+markdown-it-py==3.0.0 \
+    --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
+    --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
+    # via rich
+markupsafe==3.0.2 \
+    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
+    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
+    --hash=sha256:1225beacc926f536dc82e45f8a4d68502949dc67eea90eab715dea3a21c1b5f0 \
+    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
+    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
+    --hash=sha256:1a9d3f5f0901fdec14d8d2f66ef7d035f2157240a433441719ac9a3fba440b13 \
+    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
+    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
+    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
+    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
+    --hash=sha256:3169b1eefae027567d1ce6ee7cae382c57fe26e82775f460f0b2778beaad66c0 \
+    --hash=sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b \
+    --hash=sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579 \
+    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
+    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
+    --hash=sha256:48032821bbdf20f5799ff537c7ac3d1fba0ba032cfc06194faffa8cda8b560ff \
+    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
+    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
+    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
+    --hash=sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb \
+    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
+    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
+    --hash=sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a \
+    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
+    --hash=sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a \
+    --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \
+    --hash=sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8 \
+    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
+    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
+    --hash=sha256:88b49a3b9ff31e19998750c38e030fc7bb937398b1f78cfa599aaef92d693144 \
+    --hash=sha256:8c4e8c3ce11e1f92f6536ff07154f9d49677ebaaafc32db9db4620bc11ed480f \
+    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
+    --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \
+    --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \
+    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
+    --hash=sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158 \
+    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
+    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
+    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
+    --hash=sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171 \
+    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
+    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
+    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
+    --hash=sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d \
+    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
+    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
+    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
+    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
+    --hash=sha256:cfad01eed2c2e0c01fd0ecd2ef42c492f7f93902e39a42fc9ee1692961443a29 \
+    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
+    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
+    --hash=sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c \
+    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
+    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
+    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
+    --hash=sha256:eaa0a10b7f72326f1372a713e73c3f739b524b3af41feb43e4921cb529f5929a \
+    --hash=sha256:eb7972a85c54febfb25b5c4b4f3af4dcc731994c7da0d8a0b4a6eb0640e1d178 \
+    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
+    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
+    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430 \
+    --hash=sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50
+    # via werkzeug
+mdurl==0.1.2 \
+    --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+    --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+    # via markdown-it-py
+ml-dtypes==0.5.0 \
+    --hash=sha256:099e09edd54e676903b4538f3815b5ab96f5b119690514602d96bfdb67172cbe \
+    --hash=sha256:2e7534392682c3098bc7341648c650864207169c654aed83143d7a19c67ae06f \
+    --hash=sha256:3e7d3a380fe73a63c884f06136f8baa7a5249cc8e9fdec677997dd78549f8128 \
+    --hash=sha256:54415257f00eb44fbcc807454efac3356f75644f1cbfc2d4e5522a72ae1dacab \
+    --hash=sha256:5f2b59233a0dbb6a560b3137ed6125433289ccba2f8d9c3695a52423a369ed15 \
+    --hash=sha256:60275f2b51b56834e840c4809fca840565f9bf8e9a73f6d8c94f5b5935701215 \
+    --hash=sha256:76942f6aeb5c40766d5ea62386daa4148e6a54322aaf5b53eae9e7553240222f \
+    --hash=sha256:7ee9c320bb0f9ffdf9f6fa6a696ef2e005d1f66438d6f1c1457338e00a02e8cf \
+    --hash=sha256:8c32138975797e681eb175996d64356bcfa124bdbb6a70460b9768c2b35a6fa4 \
+    --hash=sha256:968fede07d1f9b926a63df97d25ac656cac1a57ebd33701734eaf704bc55d8d8 \
+    --hash=sha256:a03fc861b86cc586728e3d093ba37f0cc05e65330c3ebd7688e7bae8290f8859 \
+    --hash=sha256:a38df8df61194aeaae1ab7579075779b4ad32cd1cffd012c28be227fa7f2a70a \
+    --hash=sha256:a988bac6572630e1e9c2edd9b1277b4eefd1c86209e52b0d061b775ac33902ff \
+    --hash=sha256:ab046f2ff789b1f11b2491909682c5d089934835f9a760fafc180e47dcb676b8 \
+    --hash=sha256:afa08343069874a30812871d639f9c02b4158ace065601406a493a8511180c02 \
+    --hash=sha256:c7a9152f5876fef565516aa5dd1dccd6fc298a5891b2467973905103eb5c7856 \
+    --hash=sha256:cb5cc7b25acabd384f75bbd78892d0c724943f3e2e1986254665a1aa10982e07 \
+    --hash=sha256:d3b3db9990c3840986a0e70524e122cfa32b91139c3653df76121ba7776e015f \
+    --hash=sha256:d4b1a70a3e5219790d6b55b9507606fc4e02911d1497d16c18dd721eb7efe7d0 \
+    --hash=sha256:dc74fd9995513d33eac63d64e436240f5494ec74d522a9f0920194942fc3d2d7 \
+    --hash=sha256:e04fde367b2fe901b1d47234426fe8819909bd1dd862a5adb630f27789c20599
+    # via
+    #   keras-nightly
+    #   tf-nightly
+namex==0.0.8 \
+    --hash=sha256:32a50f6c565c0bb10aa76298c959507abdc0e850efe085dc38f3440fcb3aa90b \
+    --hash=sha256:7ddb6c2bb0e753a311b7590f84f6da659dd0c05e65cb89d519d54c0a250c0487
+    # via keras-nightly
+numpy==2.1.3 \
+    --hash=sha256:016d0f6f5e77b0f0d45d77387ffa4bb89816b57c835580c3ce8e099ef830befe \
+    --hash=sha256:02135ade8b8a84011cbb67dc44e07c58f28575cf9ecf8ab304e51c05528c19f0 \
+    --hash=sha256:08788d27a5fd867a663f6fc753fd7c3ad7e92747efc73c53bca2f19f8bc06f48 \
+    --hash=sha256:0d30c543f02e84e92c4b1f415b7c6b5326cbe45ee7882b6b77db7195fb971e3a \
+    --hash=sha256:0fa14563cc46422e99daef53d725d0c326e99e468a9320a240affffe87852564 \
+    --hash=sha256:13138eadd4f4da03074851a698ffa7e405f41a0845a6b1ad135b81596e4e9958 \
+    --hash=sha256:14e253bd43fc6b37af4921b10f6add6925878a42a0c5fe83daee390bca80bc17 \
+    --hash=sha256:15cb89f39fa6d0bdfb600ea24b250e5f1a3df23f901f51c8debaa6a5d122b2f0 \
+    --hash=sha256:17ee83a1f4fef3c94d16dc1802b998668b5419362c8a4f4e8a491de1b41cc3ee \
+    --hash=sha256:2312b2aa89e1f43ecea6da6ea9a810d06aae08321609d8dc0d0eda6d946a541b \
+    --hash=sha256:2564fbdf2b99b3f815f2107c1bbc93e2de8ee655a69c261363a1172a79a257d4 \
+    --hash=sha256:3522b0dfe983a575e6a9ab3a4a4dfe156c3e428468ff08ce582b9bb6bd1d71d4 \
+    --hash=sha256:4394bc0dbd074b7f9b52024832d16e019decebf86caf909d94f6b3f77a8ee3b6 \
+    --hash=sha256:45966d859916ad02b779706bb43b954281db43e185015df6eb3323120188f9e4 \
+    --hash=sha256:4d1167c53b93f1f5d8a139a742b3c6f4d429b54e74e6b57d0eff40045187b15d \
+    --hash=sha256:4f2015dfe437dfebbfce7c85c7b53d81ba49e71ba7eadbf1df40c915af75979f \
+    --hash=sha256:50ca6aba6e163363f132b5c101ba078b8cbd3fa92c7865fd7d4d62d9779ac29f \
+    --hash=sha256:50d18c4358a0a8a53f12a8ba9d772ab2d460321e6a93d6064fc22443d189853f \
+    --hash=sha256:5641516794ca9e5f8a4d17bb45446998c6554704d888f86df9b200e66bdcce56 \
+    --hash=sha256:576a1c1d25e9e02ed7fa5477f30a127fe56debd53b8d2c89d5578f9857d03ca9 \
+    --hash=sha256:6a4825252fcc430a182ac4dee5a505053d262c807f8a924603d411f6718b88fd \
+    --hash=sha256:72dcc4a35a8515d83e76b58fdf8113a5c969ccd505c8a946759b24e3182d1f23 \
+    --hash=sha256:747641635d3d44bcb380d950679462fae44f54b131be347d5ec2bce47d3df9ed \
+    --hash=sha256:762479be47a4863e261a840e8e01608d124ee1361e48b96916f38b119cfda04a \
+    --hash=sha256:78574ac2d1a4a02421f25da9559850d59457bac82f2b8d7a44fe83a64f770098 \
+    --hash=sha256:825656d0743699c529c5943554d223c021ff0494ff1442152ce887ef4f7561a1 \
+    --hash=sha256:8637dcd2caa676e475503d1f8fdb327bc495554e10838019651b76d17b98e512 \
+    --hash=sha256:96fe52fcdb9345b7cd82ecd34547fca4321f7656d500eca497eb7ea5a926692f \
+    --hash=sha256:973faafebaae4c0aaa1a1ca1ce02434554d67e628b8d805e61f874b84e136b09 \
+    --hash=sha256:996bb9399059c5b82f76b53ff8bb686069c05acc94656bb259b1d63d04a9506f \
+    --hash=sha256:a38c19106902bb19351b83802531fea19dee18e5b37b36454f27f11ff956f7fc \
+    --hash=sha256:a6b46587b14b888e95e4a24d7b13ae91fa22386c199ee7b418f449032b2fa3b8 \
+    --hash=sha256:a9f7f672a3388133335589cfca93ed468509cb7b93ba3105fce780d04a6576a0 \
+    --hash=sha256:aa08e04e08aaf974d4458def539dece0d28146d866a39da5639596f4921fd761 \
+    --hash=sha256:b0df3635b9c8ef48bd3be5f862cf71b0a4716fa0e702155c45067c6b711ddcef \
+    --hash=sha256:b47fbb433d3260adcd51eb54f92a2ffbc90a4595f8970ee00e064c644ac788f5 \
+    --hash=sha256:baed7e8d7481bfe0874b566850cb0b85243e982388b7b23348c6db2ee2b2ae8e \
+    --hash=sha256:bc6f24b3d1ecc1eebfbf5d6051faa49af40b03be1aaa781ebdadcbc090b4539b \
+    --hash=sha256:c006b607a865b07cd981ccb218a04fc86b600411d83d6fc261357f1c0966755d \
+    --hash=sha256:c181ba05ce8299c7aa3125c27b9c2167bca4a4445b7ce73d5febc411ca692e43 \
+    --hash=sha256:c7662f0e3673fe4e832fe07b65c50342ea27d989f92c80355658c7f888fcc83c \
+    --hash=sha256:c80e4a09b3d95b4e1cac08643f1152fa71a0a821a2d4277334c88d54b2219a41 \
+    --hash=sha256:c894b4305373b9c5576d7a12b473702afdf48ce5369c074ba304cc5ad8730dff \
+    --hash=sha256:d7aac50327da5d208db2eec22eb11e491e3fe13d22653dce51b0f4109101b408 \
+    --hash=sha256:d89dd2b6da69c4fff5e39c28a382199ddedc3a5be5390115608345dec660b9e2 \
+    --hash=sha256:d9beb777a78c331580705326d2367488d5bc473b49a9bc3036c154832520aca9 \
+    --hash=sha256:dc258a761a16daa791081d026f0ed4399b582712e6fc887a95af09df10c5ca57 \
+    --hash=sha256:e14e26956e6f1696070788252dcdff11b4aca4c3e8bd166e0df1bb8f315a67cb \
+    --hash=sha256:e6988e90fcf617da2b5c78902fe8e668361b43b4fe26dbf2d7b0f8034d4cafb9 \
+    --hash=sha256:e711e02f49e176a01d0349d82cb5f05ba4db7d5e7e0defd026328e5cfb3226d3 \
+    --hash=sha256:ea4dedd6e394a9c180b33c2c872b92f7ce0f8e7ad93e9585312b0c5a04777a4a \
+    --hash=sha256:ecc76a9ba2911d8d37ac01de72834d8849e55473457558e12995f4cd53e778e0 \
+    --hash=sha256:f55ba01150f52b1027829b50d70ef1dafd9821ea82905b63936668403c3b471e \
+    --hash=sha256:f653490b33e9c3a4c1c01d41bc2aef08f9475af51146e4a7710c450cf9761598 \
+    --hash=sha256:fa2d1337dc61c8dc417fbccf20f6d1e139896a30721b7f1e832b2bb6ef4eb6c4
+    # via
+    #   etils
+    #   h5py
+    #   keras-nightly
+    #   ml-dtypes
+    #   tb-nightly
+    #   tensorflow-datasets
+    #   tf-nightly
+opt-einsum==3.4.0 \
+    --hash=sha256:69bb92469f86a1565195ece4ac0323943e83477171b91d24c35afe028a90d7cd \
+    --hash=sha256:96ca72f1b886d148241348783498194c577fa30a8faac108586b14f1ba4473ac
+    # via tf-nightly
+optree==0.13.0 \
+    --hash=sha256:0008cd39169c1fc10870528b2decfea8b79e61042c12d65a964f3b1cf41cc37d \
+    --hash=sha256:069bf166b7aa48ccf8dfe76b920d2115dd8261107c7895d02500b2ce39621b40 \
+    --hash=sha256:0a34c11d637cb01217828e28eef382c621c9ec53f981d8ccbfe56e0a11cda501 \
+    --hash=sha256:0c736ce6f4b8857bd171f3682ef849e3d67692c3fc4db42b99c5d2c7cc1bdf11 \
+    --hash=sha256:11b78c8a18894fe9503515d073a60ebaed366aeb3cfa65e61e7e71ae833f640b \
+    --hash=sha256:1318434b0740a2325c197e191e6dd53d9df0a8ac0338c67d58b476aad9d07829 \
+    --hash=sha256:1a1aab34de5ac7673fbfb94266bf10482be51985c7f899c3e767ce19d13ce3b4 \
+    --hash=sha256:1bc65743e8edb29e902cab894d1c4665a8fd6f8d10f75db68a2cef6c7246fa5c \
+    --hash=sha256:1ea493cde8c60f7950ccbd682bd67e787bf67ed2251d6d3e9ad7471b72d37538 \
+    --hash=sha256:1fb74282fce108e07972e88dbc23f6b7650c2d3bbddbedc2002d3e0becb1c452 \
+    --hash=sha256:246020f0be50fb66791d8a25c4acb59ad0b4bbdea71c998e375eba4c58fbc3e0 \
+    --hash=sha256:24fcd4cb659bcd9b675bc3401950de891b32a047c4787857fb870cd515fcc315 \
+    --hash=sha256:278e2c620df99f5b1477b375b01cf9658528fa0332c0bc431d3ec65857244094 \
+    --hash=sha256:2a423897010c6d8490097671d907da1b6ee90d3fa783aaad5e36e46e0a73bc5e \
+    --hash=sha256:2e282212ddf3aafb10ca6ca223772e06ea3c31687c9cae192467b8e0a7dafbfc \
+    --hash=sha256:36b32155dce29edb6f63a99a44d6da2d8fcd1c56353cc2f4af65f793a0b2712f \
+    --hash=sha256:36c58b94669c9072d645e02c0c65c7455f8f136ef8f7b56a5d9123847421f95b \
+    --hash=sha256:4207f6fa0bd4730f5496772c139f1444b2b69e4eeb0f454e2100b5a380648f70 \
+    --hash=sha256:44449e3bc5e7530b50c9a1f5bcf2971ffe317e34edd74d8c9778c5d32078114d \
+    --hash=sha256:46623259b10f6e3565ea0d37e0b313feb20484bccb005459b3504e1aa706b730 \
+    --hash=sha256:46a9e66217fdf421e25c133089c94f8f99bc38a2b5a4a2c0c1e0c1b02b01dda4 \
+    --hash=sha256:4771266f05e99e94312add38d45bf97a4d98449aeab100f5c658c521152eb5e5 \
+    --hash=sha256:496170a3d093a7fb69be7ce847f5b5b3aa30a6da81457ba6b54268e6e97c6b13 \
+    --hash=sha256:50a9e2d9ffff99d45b37289a3422ed3723a45225616f5b48cea606ff0f539c0f \
+    --hash=sha256:539962675b547957c64b52b7f82178febb9c0f2d47438b810bbc23cfdcf84821 \
+    --hash=sha256:54be625517ef3cf52905da7fee63795b2f154dbdb02b37e8cfd63e7fb2f266ea \
+    --hash=sha256:557b415b41006cca88d86ad190b795455e9334d3cf5838e63c4c668a65227ccb \
+    --hash=sha256:5703637ede6fba04cbeabbb47aada7d17606c2d4df73305063f4a3c829c21fc7 \
+    --hash=sha256:58cc303f982fb0f23644b7f8e98b4f64b0d031365fcc2284da896e96493176d2 \
+    --hash=sha256:5c2803d4ef257f2599cffd0e9d60cfb3d4c522abbe8f5a839bd48d8edd26dae7 \
+    --hash=sha256:5cf612aefe0201a2995763cce82b9cd03cbddd2bfd6f8975f910c091dfa7bb5f \
+    --hash=sha256:5de8da9bbdd08b6200244ee818cd15d1da0f2b06ac926dba0e686260bac7fd40 \
+    --hash=sha256:6201c065791422a73d5aeb4916e00879de9b097cf54526f82b5b3c297126d938 \
+    --hash=sha256:6866b6e4154303dc7c48c7ca3b867a8ce31d469334b67976dfc0513455aa1ca0 \
+    --hash=sha256:695b3f1aab50519230e3d8d86abaedaadf91af105b569cce3b8ebe0dc612b312 \
+    --hash=sha256:73543a82be71c041d5b169754089a58d02063eb72ac8688533b6fc26ab6beea8 \
+    --hash=sha256:7797c54a35e9d89b4664ec7d542745b87b5ffa9c1201c1062fdcd488eb583390 \
+    --hash=sha256:7941d3bd48d860d0e17ca24827b5233ea27bb4227e822eafb3897df1f43f8342 \
+    --hash=sha256:7b8fe0442ac5e50b5e6bceb37dcc2cd4908e7716b869cbe6b8901cc0b489884f \
+    --hash=sha256:8244d0fbfe1ef15ffb443f3d32a44aff062adbef0a7fd6db3f011999df966223 \
+    --hash=sha256:87870346278f46a8c22866ff48716590be35b4aea16e1373e695fb6442c28c41 \
+    --hash=sha256:89f08fc3724b2fe7a081b69dfd3ad6625960443e1f61a984cae7c627776f12f4 \
+    --hash=sha256:8e001d9c902e98912503eca66c93d4b4b22f5071e4ab777f4db9e140f35288f4 \
+    --hash=sha256:8f76a65ff322b3d47af2a23f60409d6d8f184804da551c734e355834e69c0dfb \
+    --hash=sha256:92d1c34b6022bedee4b3899f3a9a1105777da11a9abf1a51f4d84bed8f037fa1 \
+    --hash=sha256:94ecab158521225b20e44d67c8afc2d9af6760985a9f489d21bf2aa8bbe467f8 \
+    --hash=sha256:954899edc024f13079932418f59bbdadabc52d9dcb49c7b559c382c7be352dfc \
+    --hash=sha256:9b4195a6ba2052c70bac6d73f19aa69644424c5a30fa09f7319cc1b59e15acb6 \
+    --hash=sha256:9d735a7d2d2e2eb9a88d932d35b335c10fae9038034f381b6d437dafed46497e \
+    --hash=sha256:9e48491e042f956d4232ebc138e07074100878c0080e3ba10af4c2db1ba4df9f \
+    --hash=sha256:9f44a58f87059161f300e2be66ad3878fff540d27f5dcd69b21feae65c243a02 \
+    --hash=sha256:9f6fc47c9b10d1a9e77163ebd6f2e251af41fab895475d2ce9643423a41899af \
+    --hash=sha256:a53ae0a0eb128a69a74db4165e7e5f24d54e2711678622198f7073dcb991962f \
+    --hash=sha256:abeb8acc83d168063b70168ccf8dfd55f5a7ce50f9af2ca025c41285781ecdd4 \
+    --hash=sha256:ac3b454f98d28a89c15a1170e771c61902cbc53eed126db36138b684dba5a729 \
+    --hash=sha256:b08e4873814d11aa25ef3927c848b9e5cf21215b925e83875b9fe11c7a035b0e \
+    --hash=sha256:b74afed3db289228e0f95a8909835365f644eb69ff31cd6c0b45608ca9e56d78 \
+    --hash=sha256:bc95c1d0c7acd534184bf3ba243a454e0942e4a7c8b9edd32d939fc15e33d753 \
+    --hash=sha256:c0f9f250f617f114061ab718d460be6be8e0a1cbbfdbbfb5541ed1c8fefee150 \
+    --hash=sha256:c6a290ba771cc9004f9fc194d23ab11ee4aae71550ca874c3dc985af5b5f910b \
+    --hash=sha256:c95488ecbab2916de094e68f2a2c55c9475b2e979c03d91a6cd3565f9e5ff2f9 \
+    --hash=sha256:c98a43204841cc4698155acb523d7b21a78f8b05666704359e0fddecd5d1043d \
+    --hash=sha256:ca1e4854134023ba687a7abf45ed3355f773ca7198b6895d88a89030446a9f2e \
+    --hash=sha256:cb55eb77541cf280a009829280d5844936dc8a2e4a3eb069c010a1f547dbfe97 \
+    --hash=sha256:cb8d9a2cebc5fadde98773bb27809a72ff01d11f1037cb58f8e71e740586223e \
+    --hash=sha256:cc3cebfd7d0826d223662f01ed0fa25932edf3f62479be13c4d6ff0fab090c34 \
+    --hash=sha256:d05c320af21efbc132fe887640f7a2dbb36cfb38af6d4e62396fe104b78f7b72 \
+    --hash=sha256:d12a5665169abceb878d50b55571d6a7690bf97aaaf9a7f5438b10e474fde3f2 \
+    --hash=sha256:d1ac5343e921ce21f8f10f91158ad6404a1488c1cc22ddfa6b34cfb9d997cebd \
+    --hash=sha256:d2c79961d5afeb20557c30a0ae899d14ff58cdf1c0e2c8aa3d6807600d00f619 \
+    --hash=sha256:d3f61fb669b36c1a714346b18c9c488ad33a58049b7b229785c241de18c005d7 \
+    --hash=sha256:d58c6e8d4c4fa4e0c31bc4b876960ccba94eb5fcfb045f2b064ce55707034be9 \
+    --hash=sha256:d6e236c6601480997c6e1dbbd4ab2b7ea0bc82a9a7baa1f681a1b072c9c02677 \
+    --hash=sha256:d702dbcafcd16e8925e30c0e780ab3dc81450e19008fd3e77494111fc161a2b2 \
+    --hash=sha256:dda6efabd0621f53eb46a3789ec89c6fd2c90dfb57aebfce3fcda6eab9ed6a7e \
+    --hash=sha256:de2729e1e4ae47a07ac3c70ff977ed1ebe19e7b44d5089075c94f7a9a2dc6f4f \
+    --hash=sha256:e3d100890a643e12f39de4226ab4f9d0a22842b4f34ae2964d0149419e4d7aff \
+    --hash=sha256:e7f9184c6040365e79a0b900507c289b6a4e06ade3c9691e501d176d5cf775cf \
+    --hash=sha256:e7fecc701ece0500fe38fc671b5704d904e2dca9a9284b35263b0bd7e5c62527 \
+    --hash=sha256:e9c619a49984212e5f757e10d5e5f95888b0c08d67a7f2b9f395cede30712dc2 \
+    --hash=sha256:ebe56c17bf3754335307b17be7f554c5eae47acf738471cf38dba0ec73a42c37 \
+    --hash=sha256:ef01e79224f0ee6cf2ca642884f0bc04e446227b96dc576c312717eb33552d57 \
+    --hash=sha256:ef68fdcb3b1743a46210f3c888cd15668a07422aa10b4d4130ba512aac595bf7 \
+    --hash=sha256:f22f4e46d85f24b5bc49e68043dd754b258b880ac64d72f4f4b9ac1b11f0fb2f \
+    --hash=sha256:f5ce67f81fe3d7ca5fed8fdaf93a762a63e1d125e20e425ca7200f9e54a3e3a6 \
+    --hash=sha256:fbc884f3eab894126398c120b7f92a72a5b9f92db6d8c27d39087da871c642cd \
+    --hash=sha256:fc90a5373c92f4a9babb4c40fe148516f52160c0ba803bc9b2f936367f2f7437 \
+    --hash=sha256:fe9fd84b7d87f365f720699dedd254882ba7e5ef927d3ba1e13413d45963b691
+    # via keras-nightly
+packaging==24.1 \
+    --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
+    --hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
+    # via
+    #   keras-nightly
+    #   tb-nightly
+    #   tf-nightly
+promise==2.3 \
+    --hash=sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0
+    # via tensorflow-datasets
+protobuf==5.28.3 \
+    --hash=sha256:0c4eec6f987338617072592b97943fdbe30d019c56126493111cf24344c1cc24 \
+    --hash=sha256:135658402f71bbd49500322c0f736145731b16fc79dc8f367ab544a17eab4535 \
+    --hash=sha256:27b246b3723692bf1068d5734ddaf2fccc2cdd6e0c9b47fe099244d80200593b \
+    --hash=sha256:3e6101d095dfd119513cde7259aa703d16c6bbdfae2554dfe5cfdbe94e32d548 \
+    --hash=sha256:3fa2de6b8b29d12c61911505d893afe7320ce7ccba4df913e2971461fa36d584 \
+    --hash=sha256:64badbc49180a5e401f373f9ce7ab1d18b63f7dd4a9cdc43c92b9f0b481cef7b \
+    --hash=sha256:70585a70fc2dd4818c51287ceef5bdba6387f88a578c86d47bb34669b5552c36 \
+    --hash=sha256:712319fbdddb46f21abb66cd33cb9e491a5763b2febd8f228251add221981135 \
+    --hash=sha256:91fba8f445723fcf400fdbe9ca796b19d3b1242cd873907979b9ed71e4afe868 \
+    --hash=sha256:a3f6857551e53ce35e60b403b8a27b0295f7d6eb63d10484f12bc6879c715687 \
+    --hash=sha256:cee1757663fa32a1ee673434fcf3bf24dd54763c79690201208bafec62f19eed
+    # via
+    #   googleapis-common-protos
+    #   tb-nightly
+    #   tensorflow-datasets
+    #   tensorflow-metadata
+    #   tf-nightly
+psutil==6.1.0 \
+    --hash=sha256:000d1d1ebd634b4efb383f4034437384e44a6d455260aaee2eca1e9c1b55f047 \
+    --hash=sha256:045f00a43c737f960d273a83973b2511430d61f283a44c96bf13a6e829ba8fdc \
+    --hash=sha256:0895b8414afafc526712c498bd9de2b063deaac4021a3b3c34566283464aff8e \
+    --hash=sha256:1209036fbd0421afde505a4879dee3b2fd7b1e14fee81c0069807adcbbcca747 \
+    --hash=sha256:1ad45a1f5d0b608253b11508f80940985d1d0c8f6111b5cb637533a0e6ddc13e \
+    --hash=sha256:353815f59a7f64cdaca1c0307ee13558a0512f6db064e92fe833784f08539c7a \
+    --hash=sha256:498c6979f9c6637ebc3a73b3f87f9eb1ec24e1ce53a7c5173b8508981614a90b \
+    --hash=sha256:5cd2bcdc75b452ba2e10f0e8ecc0b57b827dd5d7aaffbc6821b2a9a242823a76 \
+    --hash=sha256:6d3fbbc8d23fcdcb500d2c9f94e07b1342df8ed71b948a2649b5cb060a7c94ca \
+    --hash=sha256:6e2dcd475ce8b80522e51d923d10c7871e45f20918e027ab682f94f1c6351688 \
+    --hash=sha256:9118f27452b70bb1d9ab3198c1f626c2499384935aaf55388211ad982611407e \
+    --hash=sha256:9dcbfce5d89f1d1f2546a2090f4fcf87c7f669d1d90aacb7d7582addece9fb38 \
+    --hash=sha256:a8506f6119cff7015678e2bce904a4da21025cc70ad283a53b099e7620061d85 \
+    --hash=sha256:a8fb3752b491d246034fa4d279ff076501588ce8cbcdbb62c32fd7a377d996be \
+    --hash=sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942 \
+    --hash=sha256:d905186d647b16755a800e7263d43df08b790d709d575105d419f8b6ef65423a \
+    --hash=sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0
+    # via tensorflow-datasets
+pyarrow==18.0.0 \
+    --hash=sha256:00178509f379415a3fcf855af020e3340254f990a8534294ec3cf674d6e255fd \
+    --hash=sha256:03f40b65a43be159d2f97fd64dc998f769d0995a50c00f07aab58b0b3da87e1f \
+    --hash=sha256:082ba62bdcb939824ba1ce10b8acef5ab621da1f4c4805e07bfd153617ac19d4 \
+    --hash=sha256:09f30690b99ce34e0da64d20dab372ee54431745e4efb78ac938234a282d15f9 \
+    --hash=sha256:2333f93260674e185cfbf208d2da3007132572e56871f451ba1a556b45dae6e2 \
+    --hash=sha256:28f9c39a56d2c78bf6b87dcc699d520ab850919d4a8c7418cd20eda49874a2ea \
+    --hash=sha256:2c664ab88b9766413197733c1720d3dcd4190e8fa3bbdc3710384630a0a7207b \
+    --hash=sha256:2c992716cffb1088414f2b478f7af0175fd0a76fea80841b1706baa8fb0ebaad \
+    --hash=sha256:2e549a748fa8b8715e734919923f69318c953e077e9c02140ada13e59d043310 \
+    --hash=sha256:320ae9bd45ad7ecc12ec858b3e8e462578de060832b98fc4d671dee9f10d9954 \
+    --hash=sha256:336addb8b6f5208be1b2398442c703a710b6b937b1a046065ee4db65e782ff5a \
+    --hash=sha256:3ac24b2be732e78a5a3ac0b3aa870d73766dd00beba6e015ea2ea7394f8b4e55 \
+    --hash=sha256:45476490dd4adec5472c92b4d253e245258745d0ccaabe706f8d03288ed60a79 \
+    --hash=sha256:4c381857754da44326f3a49b8b199f7f87a51c2faacd5114352fc78de30d3aba \
+    --hash=sha256:4d5ca5d707e158540312e09fd907f9f49bacbe779ab5236d9699ced14d2293b8 \
+    --hash=sha256:58a62549a3e0bc9e03df32f350e10e1efb94ec6cf63e3920c3385b26663948ce \
+    --hash=sha256:5f0510608ccd6e7f02ca8596962afb8c6cc84c453e7be0da4d85f5f4f7b0328a \
+    --hash=sha256:603cd8ad4976568954598ef0a6d4ed3dfb78aff3d57fa8d6271f470f0ce7d34f \
+    --hash=sha256:606e9a3dcb0f52307c5040698ea962685fb1c852d72379ee9412be7de9c5f9e2 \
+    --hash=sha256:616ea2826c03c16e87f517c46296621a7c51e30400f6d0a61be645f203aa2b93 \
+    --hash=sha256:66dcc216ebae2eb4c37b223feaf82f15b69d502821dde2da138ec5a3716e7463 \
+    --hash=sha256:6dd1b52d0d58dd8f685ced9971eb49f697d753aa7912f0a8f50833c7a7426319 \
+    --hash=sha256:871b292d4b696b09120ed5bde894f79ee2a5f109cb84470546471df264cae136 \
+    --hash=sha256:8c70c1965cde991b711a98448ccda3486f2a336457cf4ec4dca257a926e149c9 \
+    --hash=sha256:8f40ec677e942374e3d7f2fad6a67a4c2811a8b975e8703c6fd26d3b168a90e2 \
+    --hash=sha256:907ee0aa8ca576f5e0cdc20b5aeb2ad4d3953a3b4769fc4b499e00ef0266f02f \
+    --hash=sha256:a1824f5b029ddd289919f354bc285992cb4e32da518758c136271cf66046ef22 \
+    --hash=sha256:a6aa027b1a9d2970cf328ccd6dbe4a996bc13c39fd427f502782f5bdb9ca20f5 \
+    --hash=sha256:a71ab0589a63a3e987beb2bc172e05f000a5c5be2636b4b263c44034e215b5d7 \
+    --hash=sha256:b30a927c6dff89ee702686596f27c25160dd6c99be5bcc1513a763ae5b1bfc03 \
+    --hash=sha256:b46591222c864e7da7faa3b19455196416cd8355ff6c2cc2e65726a760a3c420 \
+    --hash=sha256:b5bd7fd32e3ace012d43925ea4fc8bd1b02cc6cc1e9813b518302950e89b5a22 \
+    --hash=sha256:bc1daf7c425f58527900876354390ee41b0ae962a73ad0959b9d829def583bb1 \
+    --hash=sha256:bc97316840a349485fbb137eb8d0f4d7057e1b2c1272b1a20eebbbe1848f5122 \
+    --hash=sha256:be08af84808dff63a76860847c48ec0416928a7b3a17c2f49a072cac7c45efbd \
+    --hash=sha256:d5795e37c0a33baa618c5e054cd61f586cf76850a251e2b21355e4085def6280 \
+    --hash=sha256:d6331f280c6e4521c69b201a42dd978f60f7e129511a55da9e0bfe426b4ebb8d \
+    --hash=sha256:dc892be34dbd058e8d189b47db1e33a227d965ea8805a235c8a7286f7fd17d3a \
+    --hash=sha256:e7ab04f272f98ebffd2a0661e4e126036f6936391ba2889ed2d44c5006237802 \
+    --hash=sha256:eb7e3abcda7e1e6b83c2dc2909c8d045881017270a119cc6ee7fdcfe71d02df8 \
+    --hash=sha256:f1a198a50c409ab2d009fbf20956ace84567d67f2c5701511d4dd561fae6f32e \
+    --hash=sha256:fe92efcdbfa0bcf2fa602e466d7f2905500f33f09eb90bf0bcf2e6ca41b574c8
+    # via tensorflow-datasets
+pygments==2.18.0 \
+    --hash=sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199 \
+    --hash=sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a
+    # via rich
+requests==2.32.3 \
+    --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
+    --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
+    # via
+    #   tensorflow-datasets
+    #   tf-nightly
+rich==13.9.4 \
+    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
+    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
+    # via keras-nightly
+simple-parsing==0.1.6 \
+    --hash=sha256:2a6e74b061fb754cc441559e8dcea9d108286d9e0ffaa9cca4eea6bbe85372e1 \
+    --hash=sha256:dad192e9633515a5627e343106636590a39a5ce85f6c47ced43507044ed98956
+    # via tensorflow-datasets
+six==1.16.0 \
+    --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
+    --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
+    # via
+    #   astunparse
+    #   google-pasta
+    #   promise
+    #   tb-nightly
+    #   tf-nightly
+tb-nightly==2.19.0a20241103 \
+    --hash=sha256:a3d7d9e75cdad9ef76a31c97d0e79f55707ce466092790fb694b3df23a4f123a
+    # via tf-nightly
+tensorboard-data-server==0.7.2 \
+    --hash=sha256:7e0610d205889588983836ec05dc098e80f97b7e7bbff7e994ebb78f578d0ddb \
+    --hash=sha256:9fe5d24221b29625dbc7328b0436ca7fc1c23de4acf4d272f1180856e32f9f60 \
+    --hash=sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530
+    # via tb-nightly
+tensorflow-datasets==4.9.7 \
+    --hash=sha256:948d7a68ee693d9709cbfe955f97344b98647e5512e0e42dd2a61f3e7925d68b \
+    --hash=sha256:f6fdfe745b5df2a37bde8bb2ef149188ebbca4af546226b461f3bad26bc42875
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tensorflow-metadata==1.16.1 \
+    --hash=sha256:2ce72ea31d78a00c0c74c6d465482335aa5cb2a3b2a104dedba0b258bc7bb18a
+    # via
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tensorflow-datasets
+termcolor==2.5.0 \
+    --hash=sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8 \
+    --hash=sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f
+    # via
+    #   tensorflow-datasets
+    #   tf-nightly
+tf-keras-nightly==2.19.0.dev2024110310 \
+    --hash=sha256:6c4a030252589a8d17cf0d296f41c6b2e333b88aaa428ac823c9ae7e0a47d793 \
+    --hash=sha256:c02036e3ff847432f29386212bf27ff6a664eba876e7eb96601f232168316ee7
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tf-nightly==2.19.0.dev20241103 \
+    --hash=sha256:25ec4098ff89efc0b4c2a34a9fbaa03c62b6ea5c13fc543c913b5aefb55f7d1d \
+    --hash=sha256:33b57612715573edc738df105a7a266765512020b6db2529a7d4365cc57087ae \
+    --hash=sha256:3e2bd02bf4923babfe1751be28f7a70be04d18796857265cd5764b4de1a34716 \
+    --hash=sha256:5314f61658c4f9c8421c11ab528311171485a4196e7741f3fdb2b9d40ac16da0 \
+    --hash=sha256:5ee05bf07c123792ea5085bbc5299f41bdb86360c6797d7e62b8ab2ddc10ed42 \
+    --hash=sha256:6fffacfa30b193e087ba047fce9e183ceede4af47e4a38c988b9a21a2a99347c \
+    --hash=sha256:7f13c46814eb9a8770ee2edaf3f40d92540b660fb69263100dff9e23ece7ed7a \
+    --hash=sha256:844864ed264d80fb8a299fbac35f81b0a483cb55973321b94d09d14d5a24054c \
+    --hash=sha256:8504a46d8554178ad1efb4353c567be5fe3754e0d5687a45b8944b2a204c57b8 \
+    --hash=sha256:892acdd4835632344fe46efff4b4dc3fbc0de07785b0ea32d646eee19ac74048 \
+    --hash=sha256:8f1059a8f50d9b5f5d825c098822431e4a9530c99ddaf8ed0c591ebefb992733 \
+    --hash=sha256:916c40c52a970d8ac1497214c0d7c4fecb59d39e775af1463d2c71148595d05d \
+    --hash=sha256:9181f069889b50af7125d479a6ae4b82e93efdbd0dc209edf74b356e770c75a3 \
+    --hash=sha256:958774aa6ca54aef8ba9ba592a5a6ae61a61d12c421ed0f3368878ba95c29e65 \
+    --hash=sha256:a303f137a5a387213fd912c069421120f8ece6a97c98a918ddede8850d88adc2 \
+    --hash=sha256:c871b69ca63d755e72db5605227341c56248daefafbe6abdf381f17d0aca26c6
+    # via
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tf-keras-nightly
+toml==0.10.2 \
+    --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
+    --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
+    # via tensorflow-datasets
+tqdm==4.66.6 \
+    --hash=sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63 \
+    --hash=sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090
+    # via
+    #   etils
+    #   tensorflow-datasets
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
+    # via
+    #   etils
+    #   optree
+    #   simple-parsing
+    #   tf-nightly
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
+    # via requests
+werkzeug==3.1.1 \
+    --hash=sha256:8cd39dfbdfc1e051965f156163e2974e52c210f130810e9ad36858f0fd3edad4 \
+    --hash=sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5
+    # via tb-nightly
+wheel==0.44.0 \
+    --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
+    --hash=sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49
+    # via astunparse
+wrapt==1.16.0 \
+    --hash=sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc \
+    --hash=sha256:14d7dc606219cdd7405133c713f2c218d4252f2a469003f8c46bb92d5d095d81 \
+    --hash=sha256:1a5db485fe2de4403f13fafdc231b0dbae5eca4359232d2efc79025527375b09 \
+    --hash=sha256:1acd723ee2a8826f3d53910255643e33673e1d11db84ce5880675954183ec47e \
+    --hash=sha256:1ca9b6085e4f866bd584fb135a041bfc32cab916e69f714a7d1d397f8c4891ca \
+    --hash=sha256:1dd50a2696ff89f57bd8847647a1c363b687d3d796dc30d4dd4a9d1689a706f0 \
+    --hash=sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb \
+    --hash=sha256:2a88e6010048489cda82b1326889ec075a8c856c2e6a256072b28eaee3ccf487 \
+    --hash=sha256:3ebf019be5c09d400cf7b024aa52b1f3aeebeff51550d007e92c3c1c4afc2a40 \
+    --hash=sha256:418abb18146475c310d7a6dc71143d6f7adec5b004ac9ce08dc7a34e2babdc5c \
+    --hash=sha256:43aa59eadec7890d9958748db829df269f0368521ba6dc68cc172d5d03ed8060 \
+    --hash=sha256:44a2754372e32ab315734c6c73b24351d06e77ffff6ae27d2ecf14cf3d229202 \
+    --hash=sha256:490b0ee15c1a55be9c1bd8609b8cecd60e325f0575fc98f50058eae366e01f41 \
+    --hash=sha256:49aac49dc4782cb04f58986e81ea0b4768e4ff197b57324dcbd7699c5dfb40b9 \
+    --hash=sha256:5eb404d89131ec9b4f748fa5cfb5346802e5ee8836f57d516576e61f304f3b7b \
+    --hash=sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664 \
+    --hash=sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d \
+    --hash=sha256:66027d667efe95cc4fa945af59f92c5a02c6f5bb6012bff9e60542c74c75c362 \
+    --hash=sha256:66dfbaa7cfa3eb707bbfcd46dab2bc6207b005cbc9caa2199bcbc81d95071a00 \
+    --hash=sha256:685f568fa5e627e93f3b52fda002c7ed2fa1800b50ce51f6ed1d572d8ab3e7fc \
+    --hash=sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1 \
+    --hash=sha256:6a42cd0cfa8ffc1915aef79cb4284f6383d8a3e9dcca70c445dcfdd639d51267 \
+    --hash=sha256:6dcfcffe73710be01d90cae08c3e548d90932d37b39ef83969ae135d36ef3956 \
+    --hash=sha256:6f6eac2360f2d543cc875a0e5efd413b6cbd483cb3ad7ebf888884a6e0d2e966 \
+    --hash=sha256:72554a23c78a8e7aa02abbd699d129eead8b147a23c56e08d08dfc29cfdddca1 \
+    --hash=sha256:73870c364c11f03ed072dda68ff7aea6d2a3a5c3fe250d917a429c7432e15228 \
+    --hash=sha256:73aa7d98215d39b8455f103de64391cb79dfcad601701a3aa0dddacf74911d72 \
+    --hash=sha256:75ea7d0ee2a15733684badb16de6794894ed9c55aa5e9903260922f0482e687d \
+    --hash=sha256:7bd2d7ff69a2cac767fbf7a2b206add2e9a210e57947dd7ce03e25d03d2de292 \
+    --hash=sha256:807cc8543a477ab7422f1120a217054f958a66ef7314f76dd9e77d3f02cdccd0 \
+    --hash=sha256:8e9723528b9f787dc59168369e42ae1c3b0d3fadb2f1a71de14531d321ee05b0 \
+    --hash=sha256:9090c9e676d5236a6948330e83cb89969f433b1943a558968f659ead07cb3b36 \
+    --hash=sha256:9153ed35fc5e4fa3b2fe97bddaa7cbec0ed22412b85bcdaf54aeba92ea37428c \
+    --hash=sha256:9159485323798c8dc530a224bd3ffcf76659319ccc7bbd52e01e73bd0241a0c5 \
+    --hash=sha256:941988b89b4fd6b41c3f0bfb20e92bd23746579736b7343283297c4c8cbae68f \
+    --hash=sha256:94265b00870aa407bd0cbcfd536f17ecde43b94fb8d228560a1e9d3041462d73 \
+    --hash=sha256:98b5e1f498a8ca1858a1cdbffb023bfd954da4e3fa2c0cb5853d40014557248b \
+    --hash=sha256:9b201ae332c3637a42f02d1045e1d0cccfdc41f1f2f801dafbaa7e9b4797bfc2 \
+    --hash=sha256:a0ea261ce52b5952bf669684a251a66df239ec6d441ccb59ec7afa882265d593 \
+    --hash=sha256:a33a747400b94b6d6b8a165e4480264a64a78c8a4c734b62136062e9a248dd39 \
+    --hash=sha256:a452f9ca3e3267cd4d0fcf2edd0d035b1934ac2bd7e0e57ac91ad6b95c0c6389 \
+    --hash=sha256:a86373cf37cd7764f2201b76496aba58a52e76dedfaa698ef9e9688bfd9e41cf \
+    --hash=sha256:ac83a914ebaf589b69f7d0a1277602ff494e21f4c2f743313414378f8f50a4cf \
+    --hash=sha256:aefbc4cb0a54f91af643660a0a150ce2c090d3652cf4052a5397fb2de549cd89 \
+    --hash=sha256:b3646eefa23daeba62643a58aac816945cadc0afaf21800a1421eeba5f6cfb9c \
+    --hash=sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c \
+    --hash=sha256:b935ae30c6e7400022b50f8d359c03ed233d45b725cfdd299462f41ee5ffba6f \
+    --hash=sha256:bb2dee3874a500de01c93d5c71415fcaef1d858370d405824783e7a8ef5db440 \
+    --hash=sha256:bc57efac2da352a51cc4658878a68d2b1b67dbe9d33c36cb826ca449d80a8465 \
+    --hash=sha256:bf5703fdeb350e36885f2875d853ce13172ae281c56e509f4e6eca049bdfb136 \
+    --hash=sha256:c31f72b1b6624c9d863fc095da460802f43a7c6868c5dda140f51da24fd47d7b \
+    --hash=sha256:c5cd603b575ebceca7da5a3a251e69561bec509e0b46e4993e1cac402b7247b8 \
+    --hash=sha256:d2efee35b4b0a347e0d99d28e884dfd82797852d62fcd7ebdeee26f3ceb72cf3 \
+    --hash=sha256:d462f28826f4657968ae51d2181a074dfe03c200d6131690b7d65d55b0f360f8 \
+    --hash=sha256:d5e49454f19ef621089e204f862388d29e6e8d8b162efce05208913dde5b9ad6 \
+    --hash=sha256:da4813f751142436b075ed7aa012a8778aa43a99f7b36afe9b742d3ed8bdc95e \
+    --hash=sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f \
+    --hash=sha256:db98ad84a55eb09b3c32a96c576476777e87c520a34e2519d3e59c44710c002c \
+    --hash=sha256:dbed418ba5c3dce92619656802cc5355cb679e58d0d89b50f116e4a9d5a9603e \
+    --hash=sha256:dcdba5c86e368442528f7060039eda390cc4091bfd1dca41e8046af7c910dda8 \
+    --hash=sha256:decbfa2f618fa8ed81c95ee18a387ff973143c656ef800c9f24fb7e9c16054e2 \
+    --hash=sha256:e4fdb9275308292e880dcbeb12546df7f3e0f96c6b41197e0cf37d2826359020 \
+    --hash=sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35 \
+    --hash=sha256:eb6e651000a19c96f452c85132811d25e9264d836951022d6e81df2fff38337d \
+    --hash=sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3 \
+    --hash=sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537 \
+    --hash=sha256:f2058f813d4f2b5e3a9eb2eb3faf8f1d99b81c3e51aeda4b168406443e8ba809 \
+    --hash=sha256:f6b2d0c6703c988d334f297aa5df18c45e97b0af3679bb75059e0e0bd8b1069d \
+    --hash=sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a \
+    --hash=sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4
+    # via
+    #   tensorflow-datasets
+    #   tf-nightly
+zipp==3.20.2 \
+    --hash=sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350 \
+    --hash=sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29
+    # via etils
+
+# The following packages are considered to be unsafe in a requirements file:
+setuptools==70.0.0 \
+    --hash=sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4 \
+    --hash=sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0
+    # via
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tb-nightly
+    #   tf-nightly
diff --git a/oss_scripts/pip_package/requirements_lock_3_9.txt b/oss_scripts/pip_package/requirements_lock_3_9.txt
index cc0177cdb..9d378ab11 100644
--- a/oss_scripts/pip_package/requirements_lock_3_9.txt
+++ b/oss_scripts/pip_package/requirements_lock_3_9.txt
@@ -10,11 +10,11 @@ absl-py==2.1.0 \
     # via
     #   array-record
     #   etils
-    #   keras
-    #   tensorboard
-    #   tensorflow
+    #   keras-nightly
+    #   tb-nightly
     #   tensorflow-datasets
     #   tensorflow-metadata
+    #   tf-nightly
 array-record==0.5.1 \
     --hash=sha256:248fb29086cb3a6322a5d8b8332d77713a030bc54f0bacdf215a6d3185f73f90 \
     --hash=sha256:6ebe99f37e3a797322f4f5cfc6902b5e852012ba2729fac628aad6affb225247 \
@@ -28,102 +28,117 @@ array-record==0.5.1 \
 astunparse==1.6.3 \
     --hash=sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872 \
     --hash=sha256:c2652417f2c8b5bb325c885ae329bdf3f86424075c4fd1a128674bc6fba4b8e8
-    # via tensorflow
-certifi==2024.6.2 \
-    --hash=sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516 \
-    --hash=sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56
+    # via tf-nightly
+certifi==2024.8.30 \
+    --hash=sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8 \
+    --hash=sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9
     # via requests
-charset-normalizer==3.3.2 \
-    --hash=sha256:06435b539f889b1f6f4ac1758871aae42dc3a8c0e24ac9e60c2384973ad73027 \
-    --hash=sha256:06a81e93cd441c56a9b65d8e1d043daeb97a3d0856d177d5c90ba85acb3db087 \
-    --hash=sha256:0a55554a2fa0d408816b3b5cedf0045f4b8e1a6065aec45849de2d6f3f8e9786 \
-    --hash=sha256:0b2b64d2bb6d3fb9112bafa732def486049e63de9618b5843bcdd081d8144cd8 \
-    --hash=sha256:10955842570876604d404661fbccbc9c7e684caf432c09c715ec38fbae45ae09 \
-    --hash=sha256:122c7fa62b130ed55f8f285bfd56d5f4b4a5b503609d181f9ad85e55c89f4185 \
-    --hash=sha256:1ceae2f17a9c33cb48e3263960dc5fc8005351ee19db217e9b1bb15d28c02574 \
-    --hash=sha256:1d3193f4a680c64b4b6a9115943538edb896edc190f0b222e73761716519268e \
-    --hash=sha256:1f79682fbe303db92bc2b1136016a38a42e835d932bab5b3b1bfcfbf0640e519 \
-    --hash=sha256:2127566c664442652f024c837091890cb1942c30937add288223dc895793f898 \
-    --hash=sha256:22afcb9f253dac0696b5a4be4a1c0f8762f8239e21b99680099abd9b2b1b2269 \
-    --hash=sha256:25baf083bf6f6b341f4121c2f3c548875ee6f5339300e08be3f2b2ba1721cdd3 \
-    --hash=sha256:2e81c7b9c8979ce92ed306c249d46894776a909505d8f5a4ba55b14206e3222f \
-    --hash=sha256:3287761bc4ee9e33561a7e058c72ac0938c4f57fe49a09eae428fd88aafe7bb6 \
-    --hash=sha256:34d1c8da1e78d2e001f363791c98a272bb734000fcef47a491c1e3b0505657a8 \
-    --hash=sha256:37e55c8e51c236f95b033f6fb391d7d7970ba5fe7ff453dad675e88cf303377a \
-    --hash=sha256:3d47fa203a7bd9c5b6cee4736ee84ca03b8ef23193c0d1ca99b5089f72645c73 \
-    --hash=sha256:3e4d1f6587322d2788836a99c69062fbb091331ec940e02d12d179c1d53e25fc \
-    --hash=sha256:42cb296636fcc8b0644486d15c12376cb9fa75443e00fb25de0b8602e64c1714 \
-    --hash=sha256:45485e01ff4d3630ec0d9617310448a8702f70e9c01906b0d0118bdf9d124cf2 \
-    --hash=sha256:4a78b2b446bd7c934f5dcedc588903fb2f5eec172f3d29e52a9096a43722adfc \
-    --hash=sha256:4ab2fe47fae9e0f9dee8c04187ce5d09f48eabe611be8259444906793ab7cbce \
-    --hash=sha256:4d0d1650369165a14e14e1e47b372cfcb31d6ab44e6e33cb2d4e57265290044d \
-    --hash=sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e \
-    --hash=sha256:55086ee1064215781fff39a1af09518bc9255b50d6333f2e4c74ca09fac6a8f6 \
-    --hash=sha256:572c3763a264ba47b3cf708a44ce965d98555f618ca42c926a9c1616d8f34269 \
-    --hash=sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96 \
-    --hash=sha256:5b4c145409bef602a690e7cfad0a15a55c13320ff7a3ad7ca59c13bb8ba4d45d \
-    --hash=sha256:6463effa3186ea09411d50efc7d85360b38d5f09b870c48e4600f63af490e56a \
-    --hash=sha256:65f6f63034100ead094b8744b3b97965785388f308a64cf8d7c34f2f2e5be0c4 \
-    --hash=sha256:663946639d296df6a2bb2aa51b60a2454ca1cb29835324c640dafb5ff2131a77 \
-    --hash=sha256:6897af51655e3691ff853668779c7bad41579facacf5fd7253b0133308cf000d \
-    --hash=sha256:68d1f8a9e9e37c1223b656399be5d6b448dea850bed7d0f87a8311f1ff3dabb0 \
-    --hash=sha256:6ac7ffc7ad6d040517be39eb591cac5ff87416c2537df6ba3cba3bae290c0fed \
-    --hash=sha256:6b3251890fff30ee142c44144871185dbe13b11bab478a88887a639655be1068 \
-    --hash=sha256:6c4caeef8fa63d06bd437cd4bdcf3ffefe6738fb1b25951440d80dc7df8c03ac \
-    --hash=sha256:6ef1d82a3af9d3eecdba2321dc1b3c238245d890843e040e41e470ffa64c3e25 \
-    --hash=sha256:753f10e867343b4511128c6ed8c82f7bec3bd026875576dfd88483c5c73b2fd8 \
-    --hash=sha256:7cd13a2e3ddeed6913a65e66e94b51d80a041145a026c27e6bb76c31a853c6ab \
-    --hash=sha256:7ed9e526742851e8d5cc9e6cf41427dfc6068d4f5a3bb03659444b4cabf6bc26 \
-    --hash=sha256:7f04c839ed0b6b98b1a7501a002144b76c18fb1c1850c8b98d458ac269e26ed2 \
-    --hash=sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db \
-    --hash=sha256:80402cd6ee291dcb72644d6eac93785fe2c8b9cb30893c1af5b8fdd753b9d40f \
-    --hash=sha256:8465322196c8b4d7ab6d1e049e4c5cb460d0394da4a27d23cc242fbf0034b6b5 \
-    --hash=sha256:86216b5cee4b06df986d214f664305142d9c76df9b6512be2738aa72a2048f99 \
-    --hash=sha256:87d1351268731db79e0f8e745d92493ee2841c974128ef629dc518b937d9194c \
-    --hash=sha256:8bdb58ff7ba23002a4c5808d608e4e6c687175724f54a5dade5fa8c67b604e4d \
-    --hash=sha256:8c622a5fe39a48f78944a87d4fb8a53ee07344641b0562c540d840748571b811 \
-    --hash=sha256:8d756e44e94489e49571086ef83b2bb8ce311e730092d2c34ca8f7d925cb20aa \
-    --hash=sha256:8f4a014bc36d3c57402e2977dada34f9c12300af536839dc38c0beab8878f38a \
-    --hash=sha256:9063e24fdb1e498ab71cb7419e24622516c4a04476b17a2dab57e8baa30d6e03 \
-    --hash=sha256:90d558489962fd4918143277a773316e56c72da56ec7aa3dc3dbbe20fdfed15b \
-    --hash=sha256:923c0c831b7cfcb071580d3f46c4baf50f174be571576556269530f4bbd79d04 \
-    --hash=sha256:95f2a5796329323b8f0512e09dbb7a1860c46a39da62ecb2324f116fa8fdc85c \
-    --hash=sha256:96b02a3dc4381e5494fad39be677abcb5e6634bf7b4fa83a6dd3112607547001 \
-    --hash=sha256:9f96df6923e21816da7e0ad3fd47dd8f94b2a5ce594e00677c0013018b813458 \
-    --hash=sha256:a10af20b82360ab00827f916a6058451b723b4e65030c5a18577c8b2de5b3389 \
-    --hash=sha256:a50aebfa173e157099939b17f18600f72f84eed3049e743b68ad15bd69b6bf99 \
-    --hash=sha256:a981a536974bbc7a512cf44ed14938cf01030a99e9b3a06dd59578882f06f985 \
-    --hash=sha256:a9a8e9031d613fd2009c182b69c7b2c1ef8239a0efb1df3f7c8da66d5dd3d537 \
-    --hash=sha256:ae5f4161f18c61806f411a13b0310bea87f987c7d2ecdbdaad0e94eb2e404238 \
-    --hash=sha256:aed38f6e4fb3f5d6bf81bfa990a07806be9d83cf7bacef998ab1a9bd660a581f \
-    --hash=sha256:b01b88d45a6fcb69667cd6d2f7a9aeb4bf53760d7fc536bf679ec94fe9f3ff3d \
-    --hash=sha256:b261ccdec7821281dade748d088bb6e9b69e6d15b30652b74cbbac25e280b796 \
-    --hash=sha256:b2b0a0c0517616b6869869f8c581d4eb2dd83a4d79e0ebcb7d373ef9956aeb0a \
-    --hash=sha256:b4a23f61ce87adf89be746c8a8974fe1c823c891d8f86eb218bb957c924bb143 \
-    --hash=sha256:bd8f7df7d12c2db9fab40bdd87a7c09b1530128315d047a086fa3ae3435cb3a8 \
-    --hash=sha256:beb58fe5cdb101e3a055192ac291b7a21e3b7ef4f67fa1d74e331a7f2124341c \
-    --hash=sha256:c002b4ffc0be611f0d9da932eb0f704fe2602a9a949d1f738e4c34c75b0863d5 \
-    --hash=sha256:c083af607d2515612056a31f0a8d9e0fcb5876b7bfc0abad3ecd275bc4ebc2d5 \
-    --hash=sha256:c180f51afb394e165eafe4ac2936a14bee3eb10debc9d9e4db8958fe36afe711 \
-    --hash=sha256:c235ebd9baae02f1b77bcea61bce332cb4331dc3617d254df3323aa01ab47bd4 \
-    --hash=sha256:cd70574b12bb8a4d2aaa0094515df2463cb429d8536cfb6c7ce983246983e5a6 \
-    --hash=sha256:d0eccceffcb53201b5bfebb52600a5fb483a20b61da9dbc885f8b103cbe7598c \
-    --hash=sha256:d965bba47ddeec8cd560687584e88cf699fd28f192ceb452d1d7ee807c5597b7 \
-    --hash=sha256:db364eca23f876da6f9e16c9da0df51aa4f104a972735574842618b8c6d999d4 \
-    --hash=sha256:ddbb2551d7e0102e7252db79ba445cdab71b26640817ab1e3e3648dad515003b \
-    --hash=sha256:deb6be0ac38ece9ba87dea880e438f25ca3eddfac8b002a2ec3d9183a454e8ae \
-    --hash=sha256:e06ed3eb3218bc64786f7db41917d4e686cc4856944f53d5bdf83a6884432e12 \
-    --hash=sha256:e27ad930a842b4c5eb8ac0016b0a54f5aebbe679340c26101df33424142c143c \
-    --hash=sha256:e537484df0d8f426ce2afb2d0f8e1c3d0b114b83f8850e5f2fbea0e797bd82ae \
-    --hash=sha256:eb00ed941194665c332bf8e078baf037d6c35d7c4f3102ea2d4f16ca94a26dc8 \
-    --hash=sha256:eb6904c354526e758fda7167b33005998fb68c46fbc10e013ca97f21ca5c8887 \
-    --hash=sha256:eb8821e09e916165e160797a6c17edda0679379a4be5c716c260e836e122f54b \
-    --hash=sha256:efcb3f6676480691518c177e3b465bcddf57cea040302f9f4e6e191af91174d4 \
-    --hash=sha256:f27273b60488abe721a075bcca6d7f3964f9f6f067c8c4c605743023d7d3944f \
-    --hash=sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5 \
-    --hash=sha256:fb69256e180cb6c8a894fee62b3afebae785babc1ee98b81cdf68bbca1987f33 \
-    --hash=sha256:fd1abc0d89e30cc4e02e4064dc67fcc51bd941eb395c502aac3ec19fab46b519 \
-    --hash=sha256:ff8fa367d09b717b2a17a052544193ad76cd49979c805768879cb63d9ca50561
+charset-normalizer==3.4.0 \
+    --hash=sha256:0099d79bdfcf5c1f0c2c72f91516702ebf8b0b8ddd8905f97a8aecf49712c621 \
+    --hash=sha256:0713f3adb9d03d49d365b70b84775d0a0d18e4ab08d12bc46baa6132ba78aaf6 \
+    --hash=sha256:07afec21bbbbf8a5cc3651aa96b980afe2526e7f048fdfb7f1014d84acc8b6d8 \
+    --hash=sha256:0b309d1747110feb25d7ed6b01afdec269c647d382c857ef4663bbe6ad95a912 \
+    --hash=sha256:0d99dd8ff461990f12d6e42c7347fd9ab2532fb70e9621ba520f9e8637161d7c \
+    --hash=sha256:0de7b687289d3c1b3e8660d0741874abe7888100efe14bd0f9fd7141bcbda92b \
+    --hash=sha256:1110e22af8ca26b90bd6364fe4c763329b0ebf1ee213ba32b68c73de5752323d \
+    --hash=sha256:130272c698667a982a5d0e626851ceff662565379baf0ff2cc58067b81d4f11d \
+    --hash=sha256:136815f06a3ae311fae551c3df1f998a1ebd01ddd424aa5603a4336997629e95 \
+    --hash=sha256:14215b71a762336254351b00ec720a8e85cada43b987da5a042e4ce3e82bd68e \
+    --hash=sha256:1db4e7fefefd0f548d73e2e2e041f9df5c59e178b4c72fbac4cc6f535cfb1565 \
+    --hash=sha256:1ffd9493de4c922f2a38c2bf62b831dcec90ac673ed1ca182fe11b4d8e9f2a64 \
+    --hash=sha256:2006769bd1640bdf4d5641c69a3d63b71b81445473cac5ded39740a226fa88ab \
+    --hash=sha256:20587d20f557fe189b7947d8e7ec5afa110ccf72a3128d61a2a387c3313f46be \
+    --hash=sha256:223217c3d4f82c3ac5e29032b3f1c2eb0fb591b72161f86d93f5719079dae93e \
+    --hash=sha256:27623ba66c183eca01bf9ff833875b459cad267aeeb044477fedac35e19ba907 \
+    --hash=sha256:285e96d9d53422efc0d7a17c60e59f37fbf3dfa942073f666db4ac71e8d726d0 \
+    --hash=sha256:2de62e8801ddfff069cd5c504ce3bc9672b23266597d4e4f50eda28846c322f2 \
+    --hash=sha256:2f6c34da58ea9c1a9515621f4d9ac379871a8f21168ba1b5e09d74250de5ad62 \
+    --hash=sha256:309a7de0a0ff3040acaebb35ec45d18db4b28232f21998851cfa709eeff49d62 \
+    --hash=sha256:35c404d74c2926d0287fbd63ed5d27eb911eb9e4a3bb2c6d294f3cfd4a9e0c23 \
+    --hash=sha256:3710a9751938947e6327ea9f3ea6332a09bf0ba0c09cae9cb1f250bd1f1549bc \
+    --hash=sha256:3d59d125ffbd6d552765510e3f31ed75ebac2c7470c7274195b9161a32350284 \
+    --hash=sha256:40d3ff7fc90b98c637bda91c89d51264a3dcf210cade3a2c6f838c7268d7a4ca \
+    --hash=sha256:425c5f215d0eecee9a56cdb703203dda90423247421bf0d67125add85d0c4455 \
+    --hash=sha256:43193c5cda5d612f247172016c4bb71251c784d7a4d9314677186a838ad34858 \
+    --hash=sha256:44aeb140295a2f0659e113b31cfe92c9061622cadbc9e2a2f7b8ef6b1e29ef4b \
+    --hash=sha256:47334db71978b23ebcf3c0f9f5ee98b8d65992b65c9c4f2d34c2eaf5bcaf0594 \
+    --hash=sha256:4796efc4faf6b53a18e3d46343535caed491776a22af773f366534056c4e1fbc \
+    --hash=sha256:4a51b48f42d9358460b78725283f04bddaf44a9358197b889657deba38f329db \
+    --hash=sha256:4b67fdab07fdd3c10bb21edab3cbfe8cf5696f453afce75d815d9d7223fbe88b \
+    --hash=sha256:4ec9dd88a5b71abfc74e9df5ebe7921c35cbb3b641181a531ca65cdb5e8e4dea \
+    --hash=sha256:4f9fc98dad6c2eaa32fc3af1417d95b5e3d08aff968df0cd320066def971f9a6 \
+    --hash=sha256:54b6a92d009cbe2fb11054ba694bc9e284dad30a26757b1e372a1fdddaf21920 \
+    --hash=sha256:55f56e2ebd4e3bc50442fbc0888c9d8c94e4e06a933804e2af3e89e2f9c1c749 \
+    --hash=sha256:5726cf76c982532c1863fb64d8c6dd0e4c90b6ece9feb06c9f202417a31f7dd7 \
+    --hash=sha256:5d447056e2ca60382d460a604b6302d8db69476fd2015c81e7c35417cfabe4cd \
+    --hash=sha256:5ed2e36c3e9b4f21dd9422f6893dec0abf2cca553af509b10cd630f878d3eb99 \
+    --hash=sha256:5ff2ed8194587faf56555927b3aa10e6fb69d931e33953943bc4f837dfee2242 \
+    --hash=sha256:62f60aebecfc7f4b82e3f639a7d1433a20ec32824db2199a11ad4f5e146ef5ee \
+    --hash=sha256:63bc5c4ae26e4bc6be6469943b8253c0fd4e4186c43ad46e713ea61a0ba49129 \
+    --hash=sha256:6b40e8d38afe634559e398cc32b1472f376a4099c75fe6299ae607e404c033b2 \
+    --hash=sha256:6b493a043635eb376e50eedf7818f2f322eabbaa974e948bd8bdd29eb7ef2a51 \
+    --hash=sha256:6dba5d19c4dfab08e58d5b36304b3f92f3bd5d42c1a3fa37b5ba5cdf6dfcbcee \
+    --hash=sha256:6fd30dc99682dc2c603c2b315bded2799019cea829f8bf57dc6b61efde6611c8 \
+    --hash=sha256:707b82d19e65c9bd28b81dde95249b07bf9f5b90ebe1ef17d9b57473f8a64b7b \
+    --hash=sha256:7706f5850360ac01d80c89bcef1640683cc12ed87f42579dab6c5d3ed6888613 \
+    --hash=sha256:7782afc9b6b42200f7362858f9e73b1f8316afb276d316336c0ec3bd73312742 \
+    --hash=sha256:79983512b108e4a164b9c8d34de3992f76d48cadc9554c9e60b43f308988aabe \
+    --hash=sha256:7f683ddc7eedd742e2889d2bfb96d69573fde1d92fcb811979cdb7165bb9c7d3 \
+    --hash=sha256:82357d85de703176b5587dbe6ade8ff67f9f69a41c0733cf2425378b49954de5 \
+    --hash=sha256:84450ba661fb96e9fd67629b93d2941c871ca86fc38d835d19d4225ff946a631 \
+    --hash=sha256:86f4e8cca779080f66ff4f191a685ced73d2f72d50216f7112185dc02b90b9b7 \
+    --hash=sha256:8cda06946eac330cbe6598f77bb54e690b4ca93f593dee1568ad22b04f347c15 \
+    --hash=sha256:8ce7fd6767a1cc5a92a639b391891bf1c268b03ec7e021c7d6d902285259685c \
+    --hash=sha256:8ff4e7cdfdb1ab5698e675ca622e72d58a6fa2a8aa58195de0c0061288e6e3ea \
+    --hash=sha256:9289fd5dddcf57bab41d044f1756550f9e7cf0c8e373b8cdf0ce8773dc4bd417 \
+    --hash=sha256:92a7e36b000bf022ef3dbb9c46bfe2d52c047d5e3f3343f43204263c5addc250 \
+    --hash=sha256:92db3c28b5b2a273346bebb24857fda45601aef6ae1c011c0a997106581e8a88 \
+    --hash=sha256:95c3c157765b031331dd4db3c775e58deaee050a3042fcad72cbc4189d7c8dca \
+    --hash=sha256:980b4f289d1d90ca5efcf07958d3eb38ed9c0b7676bf2831a54d4f66f9c27dfa \
+    --hash=sha256:9ae4ef0b3f6b41bad6366fb0ea4fc1d7ed051528e113a60fa2a65a9abb5b1d99 \
+    --hash=sha256:9c98230f5042f4945f957d006edccc2af1e03ed5e37ce7c373f00a5a4daa6149 \
+    --hash=sha256:9fa2566ca27d67c86569e8c85297aaf413ffab85a8960500f12ea34ff98e4c41 \
+    --hash=sha256:a14969b8691f7998e74663b77b4c36c0337cb1df552da83d5c9004a93afdb574 \
+    --hash=sha256:a8aacce6e2e1edcb6ac625fb0f8c3a9570ccc7bfba1f63419b3769ccf6a00ed0 \
+    --hash=sha256:a8e538f46104c815be19c975572d74afb53f29650ea2025bbfaef359d2de2f7f \
+    --hash=sha256:aa41e526a5d4a9dfcfbab0716c7e8a1b215abd3f3df5a45cf18a12721d31cb5d \
+    --hash=sha256:aa693779a8b50cd97570e5a0f343538a8dbd3e496fa5dcb87e29406ad0299654 \
+    --hash=sha256:ab22fbd9765e6954bc0bcff24c25ff71dcbfdb185fcdaca49e81bac68fe724d3 \
+    --hash=sha256:ab2e5bef076f5a235c3774b4f4028a680432cded7cad37bba0fd90d64b187d19 \
+    --hash=sha256:ab973df98fc99ab39080bfb0eb3a925181454d7c3ac8a1e695fddfae696d9e90 \
+    --hash=sha256:af73657b7a68211996527dbfeffbb0864e043d270580c5aef06dc4b659a4b578 \
+    --hash=sha256:b197e7094f232959f8f20541ead1d9862ac5ebea1d58e9849c1bf979255dfac9 \
+    --hash=sha256:b295729485b06c1a0683af02a9e42d2caa9db04a373dc38a6a58cdd1e8abddf1 \
+    --hash=sha256:b8831399554b92b72af5932cdbbd4ddc55c55f631bb13ff8fe4e6536a06c5c51 \
+    --hash=sha256:b8dcd239c743aa2f9c22ce674a145e0a25cb1566c495928440a181ca1ccf6719 \
+    --hash=sha256:bcb4f8ea87d03bc51ad04add8ceaf9b0f085ac045ab4d74e73bbc2dc033f0236 \
+    --hash=sha256:bd7af3717683bea4c87acd8c0d3d5b44d56120b26fd3f8a692bdd2d5260c620a \
+    --hash=sha256:bf4475b82be41b07cc5e5ff94810e6a01f276e37c2d55571e3fe175e467a1a1c \
+    --hash=sha256:c3e446d253bd88f6377260d07c895816ebf33ffffd56c1c792b13bff9c3e1ade \
+    --hash=sha256:c57516e58fd17d03ebe67e181a4e4e2ccab1168f8c2976c6a334d4f819fe5944 \
+    --hash=sha256:c94057af19bc953643a33581844649a7fdab902624d2eb739738a30e2b3e60fc \
+    --hash=sha256:cab5d0b79d987c67f3b9e9c53f54a61360422a5a0bc075f43cab5621d530c3b6 \
+    --hash=sha256:ce031db0408e487fd2775d745ce30a7cd2923667cf3b69d48d219f1d8f5ddeb6 \
+    --hash=sha256:cee4373f4d3ad28f1ab6290684d8e2ebdb9e7a1b74fdc39e4c211995f77bec27 \
+    --hash=sha256:d5b054862739d276e09928de37c79ddeec42a6e1bfc55863be96a36ba22926f6 \
+    --hash=sha256:dbe03226baf438ac4fda9e2d0715022fd579cb641c4cf639fa40d53b2fe6f3e2 \
+    --hash=sha256:dc15e99b2d8a656f8e666854404f1ba54765871104e50c8e9813af8a7db07f12 \
+    --hash=sha256:dcaf7c1524c0542ee2fc82cc8ec337f7a9f7edee2532421ab200d2b920fc97cf \
+    --hash=sha256:dd4eda173a9fcccb5f2e2bd2a9f423d180194b1bf17cf59e3269899235b2a114 \
+    --hash=sha256:dd9a8bd8900e65504a305bf8ae6fa9fbc66de94178c420791d0293702fce2df7 \
+    --hash=sha256:de7376c29d95d6719048c194a9cf1a1b0393fbe8488a22008610b0361d834ecf \
+    --hash=sha256:e7fdd52961feb4c96507aa649550ec2a0d527c086d284749b2f582f2d40a2e0d \
+    --hash=sha256:e91f541a85298cf35433bf66f3fab2a4a2cff05c127eeca4af174f6d497f0d4b \
+    --hash=sha256:e9e3c4c9e1ed40ea53acf11e2a386383c3304212c965773704e4603d589343ed \
+    --hash=sha256:ee803480535c44e7f5ad00788526da7d85525cfefaf8acf8ab9a310000be4b03 \
+    --hash=sha256:f09cb5a7bbe1ecae6e87901a2eb23e0256bb524a79ccc53eb0b7629fbe7677c4 \
+    --hash=sha256:f19c1585933c82098c2a520f8ec1227f20e339e33aca8fa6f956f6691b784e67 \
+    --hash=sha256:f1a2f519ae173b5b6a2c9d5fa3116ce16e48b3462c8b96dfdded11055e3d6365 \
+    --hash=sha256:f28f891ccd15c514a0981f3b9db9aa23d62fe1a99997512b0491d2ed323d229a \
+    --hash=sha256:f3e73a4255342d4eb26ef6df01e3962e73aa29baa3124a8e824c5d3364a65748 \
+    --hash=sha256:f606a1881d2663630ea5b8ce2efe2111740df4b687bd78b34a8131baa007f79b \
+    --hash=sha256:fe9f97feb71aa9896b81973a7bbada8c49501dc73e58a10fcef6663af95e5079 \
+    --hash=sha256:ffc519621dce0c767e96b9c53f09c5d215578e10b02c285809f76509a3931482
     # via requests
 click==8.1.7 \
     --hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
@@ -186,112 +201,127 @@ etils[array-types,enp,epath,epy,etqdm,etree]==1.5.2 \
 flatbuffers==24.3.25 \
     --hash=sha256:8dbdec58f935f3765e4f7f3cf635ac3a77f83568138d6a2311f524ec96364812 \
     --hash=sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4
-    # via tensorflow
-fsspec==2024.6.0 \
-    --hash=sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee \
-    --hash=sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2
+    # via tf-nightly
+fsspec==2024.10.0 \
+    --hash=sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871 \
+    --hash=sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493
     # via etils
-gast==0.5.4 \
-    --hash=sha256:6fc4fa5fa10b72fb8aab4ae58bcb023058386e67b6fa2e3e34cec5c769360316 \
-    --hash=sha256:9c270fe5f4b130969b54174de7db4e764b09b4f7f67ccfc32480e29f78348d97
-    # via tensorflow
+gast==0.6.0 \
+    --hash=sha256:52b182313f7330389f72b069ba00f174cfe2a06411099547288839c6cbafbd54 \
+    --hash=sha256:88fc5300d32c7ac6ca7b515310862f71e6fdf2c029bbec7c66c0f5dd47b6b1fb
+    # via tf-nightly
 google-pasta==0.2.0 \
     --hash=sha256:4612951da876b1a10fe3960d7226f0c7682cf901e16ac06e473b267a5afa8954 \
     --hash=sha256:b32482794a366b5366a32c92a9a9201b107821889935a02b3e51f6b432ea84ed \
     --hash=sha256:c9f2c8dfc8f96d0d5808299920721be30c9eec37f2389f28904f454565c8a16e
-    # via tensorflow
-grpcio==1.64.1 \
-    --hash=sha256:03b43d0ccf99c557ec671c7dede64f023c7da9bb632ac65dbc57f166e4970040 \
-    --hash=sha256:0a12ddb1678ebc6a84ec6b0487feac020ee2b1659cbe69b80f06dbffdb249122 \
-    --hash=sha256:0a2813093ddb27418a4c99f9b1c223fab0b053157176a64cc9db0f4557b69bd9 \
-    --hash=sha256:0cc79c982ccb2feec8aad0e8fb0d168bcbca85bc77b080d0d3c5f2f15c24ea8f \
-    --hash=sha256:1257b76748612aca0f89beec7fa0615727fd6f2a1ad580a9638816a4b2eb18fd \
-    --hash=sha256:1262402af5a511c245c3ae918167eca57342c72320dffae5d9b51840c4b2f86d \
-    --hash=sha256:19264fc964576ddb065368cae953f8d0514ecc6cb3da8903766d9fb9d4554c33 \
-    --hash=sha256:198908f9b22e2672a998870355e226a725aeab327ac4e6ff3a1399792ece4762 \
-    --hash=sha256:1de403fc1305fd96cfa75e83be3dee8538f2413a6b1685b8452301c7ba33c294 \
-    --hash=sha256:20405cb8b13fd779135df23fabadc53b86522d0f1cba8cca0e87968587f50650 \
-    --hash=sha256:2981c7365a9353f9b5c864595c510c983251b1ab403e05b1ccc70a3d9541a73b \
-    --hash=sha256:2c3c1b90ab93fed424e454e93c0ed0b9d552bdf1b0929712b094f5ecfe7a23ad \
-    --hash=sha256:39b9d0acaa8d835a6566c640f48b50054f422d03e77e49716d4c4e8e279665a1 \
-    --hash=sha256:3b64ae304c175671efdaa7ec9ae2cc36996b681eb63ca39c464958396697daff \
-    --hash=sha256:4657d24c8063e6095f850b68f2d1ba3b39f2b287a38242dcabc166453e950c59 \
-    --hash=sha256:4d6dab6124225496010bd22690f2d9bd35c7cbb267b3f14e7a3eb05c911325d4 \
-    --hash=sha256:55260032b95c49bee69a423c2f5365baa9369d2f7d233e933564d8a47b893027 \
-    --hash=sha256:55697ecec192bc3f2f3cc13a295ab670f51de29884ca9ae6cd6247df55df2502 \
-    --hash=sha256:5841dd1f284bd1b3d8a6eca3a7f062b06f1eec09b184397e1d1d43447e89a7ae \
-    --hash=sha256:58b1041e7c870bb30ee41d3090cbd6f0851f30ae4eb68228955d973d3efa2e61 \
-    --hash=sha256:5e42634a989c3aa6049f132266faf6b949ec2a6f7d302dbb5c15395b77d757eb \
-    --hash=sha256:5e56462b05a6f860b72f0fa50dca06d5b26543a4e88d0396259a07dc30f4e5aa \
-    --hash=sha256:5f8b75f64d5d324c565b263c67dbe4f0af595635bbdd93bb1a88189fc62ed2e5 \
-    --hash=sha256:62b4e6eb7bf901719fce0ca83e3ed474ae5022bb3827b0a501e056458c51c0a1 \
-    --hash=sha256:6503b64c8b2dfad299749cad1b595c650c91e5b2c8a1b775380fcf8d2cbba1e9 \
-    --hash=sha256:6c024ffc22d6dc59000faf8ad781696d81e8e38f4078cb0f2630b4a3cf231a90 \
-    --hash=sha256:73819689c169417a4f978e562d24f2def2be75739c4bed1992435d007819da1b \
-    --hash=sha256:75dbbf415026d2862192fe1b28d71f209e2fd87079d98470db90bebe57b33179 \
-    --hash=sha256:8caee47e970b92b3dd948371230fcceb80d3f2277b3bf7fbd7c0564e7d39068e \
-    --hash=sha256:8d51dd1c59d5fa0f34266b80a3805ec29a1f26425c2a54736133f6d87fc4968a \
-    --hash=sha256:940e3ec884520155f68a3b712d045e077d61c520a195d1a5932c531f11883489 \
-    --hash=sha256:a011ac6c03cfe162ff2b727bcb530567826cec85eb8d4ad2bfb4bd023287a52d \
-    --hash=sha256:a3a035c37ce7565b8f4f35ff683a4db34d24e53dc487e47438e434eb3f701b2a \
-    --hash=sha256:a5e771d0252e871ce194d0fdcafd13971f1aae0ddacc5f25615030d5df55c3a2 \
-    --hash=sha256:ac15b6c2c80a4d1338b04d42a02d376a53395ddf0ec9ab157cbaf44191f3ffdd \
-    --hash=sha256:b1a82e0b9b3022799c336e1fc0f6210adc019ae84efb7321d668129d28ee1efb \
-    --hash=sha256:bac71b4b28bc9af61efcdc7630b166440bbfbaa80940c9a697271b5e1dabbc61 \
-    --hash=sha256:bbc5b1d78a7822b0a84c6f8917faa986c1a744e65d762ef6d8be9d75677af2ca \
-    --hash=sha256:c1a786ac592b47573a5bb7e35665c08064a5d77ab88a076eec11f8ae86b3e3f6 \
-    --hash=sha256:c84ad903d0d94311a2b7eea608da163dace97c5fe9412ea311e72c3684925602 \
-    --hash=sha256:d4d29cc612e1332237877dfa7fe687157973aab1d63bd0f84cf06692f04c0367 \
-    --hash=sha256:e3d9f8d1221baa0ced7ec7322a981e28deb23749c76eeeb3d33e18b72935ab62 \
-    --hash=sha256:e7cd5c1325f6808b8ae31657d281aadb2a51ac11ab081ae335f4f7fc44c1721d \
-    --hash=sha256:ed6091fa0adcc7e4ff944090cf203a52da35c37a130efa564ded02b7aff63bcd \
-    --hash=sha256:ee73a2f5ca4ba44fa33b4d7d2c71e2c8a9e9f78d53f6507ad68e7d2ad5f64a22 \
-    --hash=sha256:f10193c69fc9d3d726e83bbf0f3d316f1847c3071c8c93d8090cf5f326b14309
+    # via tf-nightly
+grpcio==1.67.1 \
+    --hash=sha256:01f616a964e540638af5130469451cf580ba8c7329f45ca998ab66e0c7dcdb04 \
+    --hash=sha256:0489063974d1452436139501bf6b180f63d4977223ee87488fe36858c5725292 \
+    --hash=sha256:0e6f255980afef598a9e64a24efce87b625e3e3c80a45162d111a461a9f92955 \
+    --hash=sha256:0f3e49c738396e93b7ba9016e153eb09e0778e776df6090c1b8c91877cc1c426 \
+    --hash=sha256:178f5db771c4f9a9facb2ab37a434c46cb9be1a75e820f187ee3d1e7805c4f65 \
+    --hash=sha256:1a65b503d008f066e994f34f456e0647e5ceb34cfcec5ad180b1b44020ad4970 \
+    --hash=sha256:1d7616d2ded471231c701489190379e0c311ee0a6c756f3c03e6a62b95a7146e \
+    --hash=sha256:24e8a26dbfc5274d7474c27759b54486b8de23c709d76695237515bc8b5baeab \
+    --hash=sha256:267d1745894200e4c604958da5f856da6293f063327cb049a51fe67348e4f953 \
+    --hash=sha256:299b3d8c4f790c6bcca485f9963b4846dd92cf6f1b65d3697145d005c80f9fe8 \
+    --hash=sha256:3b6c16489326d79ead41689c4b84bc40d522c9a7617219f4ad94bc7f448c5085 \
+    --hash=sha256:3dc2ed4cabea4dc14d5e708c2b426205956077cc5de419b4d4079315017e9732 \
+    --hash=sha256:43112046864317498a33bdc4797ae6a268c36345a910de9b9c17159d8346602f \
+    --hash=sha256:4422581cdc628f77302270ff839a44f4c24fdc57887dc2a45b7e53d8fc2376af \
+    --hash=sha256:4e7b904484a634a0fff132958dabdb10d63e0927398273917da3ee103e8d1f78 \
+    --hash=sha256:5721e66a594a6c4204458004852719b38f3d5522082be9061d6510b455c90afc \
+    --hash=sha256:5db70d32d6703b89912af16d6d45d78406374a8b8ef0d28140351dd0ec610e98 \
+    --hash=sha256:5ed601c4c6008429e3d247ddb367fe8c7259c355757448d7c1ef7bd4a6739e8e \
+    --hash=sha256:60336bff760fbb47d7e86165408126f1dded184448e9a4c892189eb7c9d3f90f \
+    --hash=sha256:608d87d1bdabf9e2868b12338cd38a79969eaf920c89d698ead08f48de9c0f9e \
+    --hash=sha256:60e6a4dcf5af7bbc36fd9f81c9f372e8ae580870a9e4b6eafe948cd334b81cf3 \
+    --hash=sha256:638354e698fd0c6c76b04540a850bf1db27b4d2515a19fcd5cf645c48d3eb1ed \
+    --hash=sha256:699e964923b70f3101393710793289e42845791ea07565654ada0969522d0a38 \
+    --hash=sha256:7818c0454027ae3384235a65210bbf5464bd715450e30a3d40385453a85a70cb \
+    --hash=sha256:786a5b18544622bfb1e25cc08402bd44ea83edfb04b93798d85dca4d1a0b5be5 \
+    --hash=sha256:804c6457c3cd3ec04fe6006c739579b8d35c86ae3298ffca8de57b493524b771 \
+    --hash=sha256:80b866f73224b0634f4312a4674c1be21b2b4afa73cb20953cbbb73a6b36c3cc \
+    --hash=sha256:85f69fdc1d28ce7cff8de3f9c67db2b0ca9ba4449644488c1e0303c146135ddb \
+    --hash=sha256:85f862069b86a305497e74d0dc43c02de3d1d184fc2c180993aa8aa86fbd19b8 \
+    --hash=sha256:8a00efecde9d6fcc3ab00c13f816313c040a28450e5e25739c24f432fc6d3c75 \
+    --hash=sha256:8a23cbcc5bb11ea7dc6163078be36c065db68d915c24f5faa4f872c573bb400f \
+    --hash=sha256:8b0341d66a57f8a3119b77ab32207072be60c9bf79760fa609c5609f2deb1f3f \
+    --hash=sha256:917e8d8994eed1d86b907ba2a61b9f0aef27a2155bca6cbb322430fc7135b7bb \
+    --hash=sha256:95b5f2b857856ed78d72da93cd7d09b6db8ef30102e5e7fe0961fe4d9f7d48e8 \
+    --hash=sha256:9e838cad2176ebd5d4a8bb03955138d6589ce9e2ce5d51c3ada34396dbd2dba8 \
+    --hash=sha256:9fd042de4a82e3e7aca44008ee2fb5da01b3e5adb316348c21980f7f58adc311 \
+    --hash=sha256:a25bdea92b13ff4d7790962190bf6bf5c4639876e01c0f3dda70fc2769616335 \
+    --hash=sha256:a6703916c43b1d468d0756c8077b12017a9fcb6a1ef13faf49e67d20d7ebda62 \
+    --hash=sha256:a93deda571a1bf94ec1f6fcda2872dad3ae538700d94dc283c672a3b508ba3af \
+    --hash=sha256:aa0162e56fd10a5547fac8774c4899fc3e18c1aa4a4759d0ce2cd00d3696ea6b \
+    --hash=sha256:b49359977c6ec9f5d0573ea4e0071ad278ef905aa74e420acc73fd28ce39e9ce \
+    --hash=sha256:beee96c8c0b1a75d556fe57b92b58b4347c77a65781ee2ac749d550f2a365dc1 \
+    --hash=sha256:c7a01337407dd89005527623a4a72c5c8e2894d22bead0895306b23c6695698f \
+    --hash=sha256:c9b929f13677b10f63124c1a410994a401cdd85214ad83ab67cc077fc7e480f0 \
+    --hash=sha256:cdc491ae35a13535fd9196acb5afe1af37c8237df2e54427be3eecda3653127e \
+    --hash=sha256:e279330bef1744040db8fc432becc8a727b84f456ab62b744d3fdb83f327e121 \
+    --hash=sha256:e29ca27bec8e163dca0c98084040edec3bc49afd10f18b412f483cc68c712744 \
+    --hash=sha256:e7d1797a8a3845437d327145959a2c0c47c05947c9eef5ff1a4c80e499dcc6fa \
+    --hash=sha256:ea33986b70f83844cd00814cee4451055cd8cab36f00ac64a31f5bb09b31919e \
+    --hash=sha256:ec74ef02010186185de82cc594058a3ccd8d86821842bbac9873fd4a2cf8be8d \
+    --hash=sha256:f26b0b547eb8d00e195274cdfc63ce64c8fc2d3e2d00b12bf468ece41a0423a0 \
+    --hash=sha256:f5a27dddefe0e2357d3e617b9079b4bfdc91341a91565111a21ed6ebbc51b22d \
+    --hash=sha256:f5b76ff64aaac53fede0cc93abf57894ab2a7362986ba22243d06218b93efe46 \
+    --hash=sha256:f9fff78ba10d4250bfc07a01bd6254a6d87dc67f9627adece85c0b2ed754fa96 \
+    --hash=sha256:fa0c739ad8b1996bd24823950e3cb5152ae91fca1c09cc791190bf1627ffefba
     # via
-    #   tensorboard
-    #   tensorflow
-h5py==3.11.0 \
-    --hash=sha256:083e0329ae534a264940d6513f47f5ada617da536d8dccbafc3026aefc33c90e \
-    --hash=sha256:1625fd24ad6cfc9c1ccd44a66dac2396e7ee74940776792772819fc69f3a3731 \
-    --hash=sha256:21dbdc5343f53b2e25404673c4f00a3335aef25521bd5fa8c707ec3833934892 \
-    --hash=sha256:52c416f8eb0daae39dabe71415cb531f95dce2d81e1f61a74537a50c63b28ab3 \
-    --hash=sha256:55106b04e2c83dfb73dc8732e9abad69d83a436b5b82b773481d95d17b9685e1 \
-    --hash=sha256:67462d0669f8f5459529de179f7771bd697389fcb3faab54d63bf788599a48ea \
-    --hash=sha256:6c4b760082626120031d7902cd983d8c1f424cdba2809f1067511ef283629d4b \
-    --hash=sha256:731839240c59ba219d4cb3bc5880d438248533366f102402cfa0621b71796b62 \
-    --hash=sha256:754c0c2e373d13d6309f408325343b642eb0f40f1a6ad21779cfa9502209e150 \
-    --hash=sha256:75bd7b3d93fbeee40860fd70cdc88df4464e06b70a5ad9ce1446f5f32eb84007 \
-    --hash=sha256:77b19a40788e3e362b54af4dcf9e6fde59ca016db2c61360aa30b47c7b7cef00 \
-    --hash=sha256:7b7e8f78072a2edec87c9836f25f34203fd492a4475709a18b417a33cfb21fa9 \
-    --hash=sha256:8ec9df3dd2018904c4cc06331951e274f3f3fd091e6d6cc350aaa90fa9b42a76 \
-    --hash=sha256:a76cae64080210389a571c7d13c94a1a6cf8cb75153044fd1f822a962c97aeab \
-    --hash=sha256:aa6ae84a14103e8dc19266ef4c3e5d7c00b68f21d07f2966f0ca7bdb6c2761fb \
-    --hash=sha256:bbd732a08187a9e2a6ecf9e8af713f1d68256ee0f7c8b652a32795670fb481ba \
-    --hash=sha256:c072655ad1d5fe9ef462445d3e77a8166cbfa5e599045f8aa3c19b75315f10e5 \
-    --hash=sha256:d9c944d364688f827dc889cf83f1fca311caf4fa50b19f009d1f2b525edd33a3 \
-    --hash=sha256:ef4e2f338fc763f50a8113890f455e1a70acd42a4d083370ceb80c463d803972 \
-    --hash=sha256:f3736fe21da2b7d8a13fe8fe415f1272d2a1ccdeff4849c1421d2fb30fd533bc \
-    --hash=sha256:f4e025e852754ca833401777c25888acb96889ee2c27e7e629a19aee288833f0
+    #   tb-nightly
+    #   tf-nightly
+h5py==3.12.1 \
+    --hash=sha256:018a4597f35092ae3fb28ee851fdc756d2b88c96336b8480e124ce1ac6fb9166 \
+    --hash=sha256:050a4f2c9126054515169c49cb900949814987f0c7ae74c341b0c9f9b5056834 \
+    --hash=sha256:06a903a4e4e9e3ebbc8b548959c3c2552ca2d70dac14fcfa650d9261c66939ed \
+    --hash=sha256:1473348139b885393125126258ae2d70753ef7e9cec8e7848434f385ae72069e \
+    --hash=sha256:2f0f1a382cbf494679c07b4371f90c70391dedb027d517ac94fa2c05299dacda \
+    --hash=sha256:326d70b53d31baa61f00b8aa5f95c2fcb9621a3ee8365d770c551a13dbbcbfdf \
+    --hash=sha256:3b15d8dbd912c97541312c0e07438864d27dbca857c5ad634de68110c6beb1c2 \
+    --hash=sha256:3fdf95092d60e8130ba6ae0ef7a9bd4ade8edbe3569c13ebbaf39baefffc5ba4 \
+    --hash=sha256:4532c7e97fbef3d029735db8b6f5bf01222d9ece41e309b20d63cfaae2fb5c4d \
+    --hash=sha256:513171e90ed92236fc2ca363ce7a2fc6f2827375efcbb0cc7fbdd7fe11fecafc \
+    --hash=sha256:52ab036c6c97055b85b2a242cb540ff9590bacfda0c03dd0cf0661b311f522f8 \
+    --hash=sha256:577d618d6b6dea3da07d13cc903ef9634cde5596b13e832476dd861aaf651f3e \
+    --hash=sha256:59400f88343b79655a242068a9c900001a34b63e3afb040bd7cdf717e440f653 \
+    --hash=sha256:59685fe40d8c1fbbee088c88cd4da415a2f8bee5c270337dc5a1c4aa634e3307 \
+    --hash=sha256:5c4b41d1019322a5afc5082864dfd6359f8935ecd37c11ac0029be78c5d112c9 \
+    --hash=sha256:62be1fc0ef195891949b2c627ec06bc8e837ff62d5b911b6e42e38e0f20a897d \
+    --hash=sha256:6fdf6d7936fa824acfa27305fe2d9f39968e539d831c5bae0e0d83ed521ad1ac \
+    --hash=sha256:7b3b8f3b48717e46c6a790e3128d39c61ab595ae0a7237f06dfad6a3b51d5351 \
+    --hash=sha256:84342bffd1f82d4f036433e7039e241a243531a1d3acd7341b35ae58cdab05bf \
+    --hash=sha256:ad8a76557880aed5234cfe7279805f4ab5ce16b17954606cca90d578d3e713ef \
+    --hash=sha256:ba51c0c5e029bb5420a343586ff79d56e7455d496d18a30309616fdbeed1068f \
+    --hash=sha256:cb65f619dfbdd15e662423e8d257780f9a66677eae5b4b3fc9dca70b5fd2d2a3 \
+    --hash=sha256:ccd9006d92232727d23f784795191bfd02294a4f2ba68708825cb1da39511a93 \
+    --hash=sha256:d2b8dd64f127d8b324f5d2cd1c0fd6f68af69084e9e47d27efeb9e28e685af3e \
+    --hash=sha256:d3e465aee0ec353949f0f46bf6c6f9790a2006af896cee7c178a8c3e5090aa32 \
+    --hash=sha256:e4d51919110a030913201422fb07987db4338eba5ec8c5a15d6fab8e03d443fc
     # via
-    #   keras
-    #   tensorflow
-idna==3.7 \
-    --hash=sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc \
-    --hash=sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0
+    #   keras-nightly
+    #   tf-nightly
+idna==3.10 \
+    --hash=sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9 \
+    --hash=sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3
     # via requests
-importlib-metadata==7.1.0 \
-    --hash=sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570 \
-    --hash=sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2
+importlib-metadata==8.5.0 \
+    --hash=sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b \
+    --hash=sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7
     # via markdown
-importlib-resources==6.4.0 \
-    --hash=sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c \
-    --hash=sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145
+importlib-resources==6.4.5 \
+    --hash=sha256:980862a1d16c9e147a59603677fa2aa5fd82b87f223b6cb870695bcfce830065 \
+    --hash=sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717
     # via etils
-keras==3.3.3 \
-    --hash=sha256:260df9ef71c6b89eb6816ce1c60f139c38ccdddd16f24e7005d2be127cdef8e4 \
-    --hash=sha256:f2fdffc8434fd77045cf8fb21816dbaa2308d5f76974ca924b2f60b40433b1a0
-    # via tensorflow
+keras-nightly==3.7.0.dev2024110103 \
+    --hash=sha256:ec367ee3052db0e6d0295e812bcf69ff248ea154b02d5acd0bf05fe97d004e62 \
+    --hash=sha256:ff17113a752ae6dc3df9e1a008797afa9a654f8381c0dc24c15be91ccea0d709
+    # via tf-nightly
 libclang==18.1.1 \
+    --hash=sha256:0b2e143f0fac830156feb56f9231ff8338c20aecfe72b4ffe96f19e5a1dbb69a \
     --hash=sha256:3f0e1f49f04d3cd198985fea0511576b0aee16f9ff0e0f0cad7f9c57ec3c20e8 \
     --hash=sha256:4dd2d3b82fab35e2bf9ca717d7b63ac990a3519c7e312f19fa8e86dcc712f7fb \
     --hash=sha256:54dda940a4a0491a9d1532bf071ea3ef26e6dbaf03b5000ed94dd7174e8f9592 \
@@ -301,201 +331,266 @@ libclang==18.1.1 \
     --hash=sha256:a1214966d08d73d971287fc3ead8dfaf82eb07fb197680d8b3859dbbbbf78250 \
     --hash=sha256:c533091d8a3bbf7460a00cb6c1a71da93bffe148f172c7d03b1c31fbf8aa2a0b \
     --hash=sha256:cf4a99b05376513717ab5d82a0db832c56ccea4fd61a69dbb7bccf2dfb207dbe
-    # via tensorflow
-markdown==3.6 \
-    --hash=sha256:48f276f4d8cfb8ce6527c8f79e2ee29708508bf4d40aa410fbc3b4ee832c850f \
-    --hash=sha256:ed4f41f6daecbeeb96e576ce414c41d2d876daa9a16cb35fa8ed8c2ddfad0224
-    # via tensorboard
+    # via tf-nightly
+markdown==3.7 \
+    --hash=sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2 \
+    --hash=sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803
+    # via tb-nightly
 markdown-it-py==3.0.0 \
     --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
     --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
     # via rich
-markupsafe==2.1.5 \
-    --hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
-    --hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
-    --hash=sha256:0e397ac966fdf721b2c528cf028494e86172b4feba51d65f81ffd65c63798f3f \
-    --hash=sha256:17b950fccb810b3293638215058e432159d2b71005c74371d784862b7e4683f3 \
-    --hash=sha256:1f3fbcb7ef1f16e48246f704ab79d79da8a46891e2da03f8783a5b6fa41a9532 \
-    --hash=sha256:2174c595a0d73a3080ca3257b40096db99799265e1c27cc5a610743acd86d62f \
-    --hash=sha256:2b7c57a4dfc4f16f7142221afe5ba4e093e09e728ca65c51f5620c9aaeb9a617 \
-    --hash=sha256:2d2d793e36e230fd32babe143b04cec8a8b3eb8a3122d2aceb4a371e6b09b8df \
-    --hash=sha256:30b600cf0a7ac9234b2638fbc0fb6158ba5bdcdf46aeb631ead21248b9affbc4 \
-    --hash=sha256:397081c1a0bfb5124355710fe79478cdbeb39626492b15d399526ae53422b906 \
-    --hash=sha256:3a57fdd7ce31c7ff06cdfbf31dafa96cc533c21e443d57f5b1ecc6cdc668ec7f \
-    --hash=sha256:3c6b973f22eb18a789b1460b4b91bf04ae3f0c4234a0a6aa6b0a92f6f7b951d4 \
-    --hash=sha256:3e53af139f8579a6d5f7b76549125f0d94d7e630761a2111bc431fd820e163b8 \
-    --hash=sha256:4096e9de5c6fdf43fb4f04c26fb114f61ef0bf2e5604b6ee3019d51b69e8c371 \
-    --hash=sha256:4275d846e41ecefa46e2015117a9f491e57a71ddd59bbead77e904dc02b1bed2 \
-    --hash=sha256:4c31f53cdae6ecfa91a77820e8b151dba54ab528ba65dfd235c80b086d68a465 \
-    --hash=sha256:4f11aa001c540f62c6166c7726f71f7573b52c68c31f014c25cc7901deea0b52 \
-    --hash=sha256:5049256f536511ee3f7e1b3f87d1d1209d327e818e6ae1365e8653d7e3abb6a6 \
-    --hash=sha256:58c98fee265677f63a4385256a6d7683ab1832f3ddd1e66fe948d5880c21a169 \
-    --hash=sha256:598e3276b64aff0e7b3451b72e94fa3c238d452e7ddcd893c3ab324717456bad \
-    --hash=sha256:5b7b716f97b52c5a14bffdf688f971b2d5ef4029127f1ad7a513973cfd818df2 \
-    --hash=sha256:5dedb4db619ba5a2787a94d877bc8ffc0566f92a01c0ef214865e54ecc9ee5e0 \
-    --hash=sha256:619bc166c4f2de5caa5a633b8b7326fbe98e0ccbfacabd87268a2b15ff73a029 \
-    --hash=sha256:629ddd2ca402ae6dbedfceeba9c46d5f7b2a61d9749597d4307f943ef198fc1f \
-    --hash=sha256:656f7526c69fac7f600bd1f400991cc282b417d17539a1b228617081106feb4a \
-    --hash=sha256:6ec585f69cec0aa07d945b20805be741395e28ac1627333b1c5b0105962ffced \
-    --hash=sha256:72b6be590cc35924b02c78ef34b467da4ba07e4e0f0454a2c5907f473fc50ce5 \
-    --hash=sha256:7502934a33b54030eaf1194c21c692a534196063db72176b0c4028e140f8f32c \
-    --hash=sha256:7a68b554d356a91cce1236aa7682dc01df0edba8d043fd1ce607c49dd3c1edcf \
-    --hash=sha256:7b2e5a267c855eea6b4283940daa6e88a285f5f2a67f2220203786dfa59b37e9 \
-    --hash=sha256:823b65d8706e32ad2df51ed89496147a42a2a6e01c13cfb6ffb8b1e92bc910bb \
-    --hash=sha256:8590b4ae07a35970728874632fed7bd57b26b0102df2d2b233b6d9d82f6c62ad \
-    --hash=sha256:8dd717634f5a044f860435c1d8c16a270ddf0ef8588d4887037c5028b859b0c3 \
-    --hash=sha256:8dec4936e9c3100156f8a2dc89c4b88d5c435175ff03413b443469c7c8c5f4d1 \
-    --hash=sha256:97cafb1f3cbcd3fd2b6fbfb99ae11cdb14deea0736fc2b0952ee177f2b813a46 \
-    --hash=sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc \
-    --hash=sha256:a549b9c31bec33820e885335b451286e2969a2d9e24879f83fe904a5ce59d70a \
-    --hash=sha256:ac07bad82163452a6884fe8fa0963fb98c2346ba78d779ec06bd7a6262132aee \
-    --hash=sha256:ae2ad8ae6ebee9d2d94b17fb62763125f3f374c25618198f40cbb8b525411900 \
-    --hash=sha256:b91c037585eba9095565a3556f611e3cbfaa42ca1e865f7b8015fe5c7336d5a5 \
-    --hash=sha256:bc1667f8b83f48511b94671e0e441401371dfd0f0a795c7daa4a3cd1dde55bea \
-    --hash=sha256:bec0a414d016ac1a18862a519e54b2fd0fc8bbfd6890376898a6c0891dd82e9f \
-    --hash=sha256:bf50cd79a75d181c9181df03572cdce0fbb75cc353bc350712073108cba98de5 \
-    --hash=sha256:bff1b4290a66b490a2f4719358c0cdcd9bafb6b8f061e45c7a2460866bf50c2e \
-    --hash=sha256:c061bb86a71b42465156a3ee7bd58c8c2ceacdbeb95d05a99893e08b8467359a \
-    --hash=sha256:c8b29db45f8fe46ad280a7294f5c3ec36dbac9491f2d1c17345be8e69cc5928f \
-    --hash=sha256:ce409136744f6521e39fd8e2a24c53fa18ad67aa5bc7c2cf83645cce5b5c4e50 \
-    --hash=sha256:d050b3361367a06d752db6ead6e7edeb0009be66bc3bae0ee9d97fb326badc2a \
-    --hash=sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b \
-    --hash=sha256:d9fad5155d72433c921b782e58892377c44bd6252b5af2f67f16b194987338a4 \
-    --hash=sha256:daa4ee5a243f0f20d528d939d06670a298dd39b1ad5f8a72a4275124a7819eff \
-    --hash=sha256:db0b55e0f3cc0be60c1f19efdde9a637c32740486004f20d1cff53c3c0ece4d2 \
-    --hash=sha256:e61659ba32cf2cf1481e575d0462554625196a1f2fc06a1c777d3f48e8865d46 \
-    --hash=sha256:ea3d8a3d18833cf4304cd2fc9cbb1efe188ca9b5efef2bdac7adc20594a0e46b \
-    --hash=sha256:ec6a563cff360b50eed26f13adc43e61bc0c04d94b8be985e6fb24b81f6dcfdf \
-    --hash=sha256:f5dfb42c4604dddc8e4305050aa6deb084540643ed5804d7455b5df8fe16f5e5 \
-    --hash=sha256:fa173ec60341d6bb97a89f5ea19c85c5643c1e7dedebc22f5181eb73573142c5 \
-    --hash=sha256:fa9db3f79de01457b03d4f01b34cf91bc0048eb2c3846ff26f66687c2f6d16ab \
-    --hash=sha256:fce659a462a1be54d2ffcacea5e3ba2d74daa74f30f5f143fe0c58636e355fdd \
-    --hash=sha256:ffee1f21e5ef0d712f9033568f8344d5da8cc2869dbd08d87c84656e6a2d2f68
+markupsafe==3.0.2 \
+    --hash=sha256:0bff5e0ae4ef2e1ae4fdf2dfd5b76c75e5c2fa4132d05fc1b0dabcd20c7e28c4 \
+    --hash=sha256:0f4ca02bea9a23221c0182836703cbf8930c5e9454bacce27e767509fa286a30 \
+    --hash=sha256:1225beacc926f536dc82e45f8a4d68502949dc67eea90eab715dea3a21c1b5f0 \
+    --hash=sha256:131a3c7689c85f5ad20f9f6fb1b866f402c445b220c19fe4308c0b147ccd2ad9 \
+    --hash=sha256:15ab75ef81add55874e7ab7055e9c397312385bd9ced94920f2802310c930396 \
+    --hash=sha256:1a9d3f5f0901fdec14d8d2f66ef7d035f2157240a433441719ac9a3fba440b13 \
+    --hash=sha256:1c99d261bd2d5f6b59325c92c73df481e05e57f19837bdca8413b9eac4bd8028 \
+    --hash=sha256:1e084f686b92e5b83186b07e8a17fc09e38fff551f3602b249881fec658d3eca \
+    --hash=sha256:2181e67807fc2fa785d0592dc2d6206c019b9502410671cc905d132a92866557 \
+    --hash=sha256:2cb8438c3cbb25e220c2ab33bb226559e7afb3baec11c4f218ffa7308603c832 \
+    --hash=sha256:3169b1eefae027567d1ce6ee7cae382c57fe26e82775f460f0b2778beaad66c0 \
+    --hash=sha256:3809ede931876f5b2ec92eef964286840ed3540dadf803dd570c3b7e13141a3b \
+    --hash=sha256:38a9ef736c01fccdd6600705b09dc574584b89bea478200c5fbf112a6b0d5579 \
+    --hash=sha256:3d79d162e7be8f996986c064d1c7c817f6df3a77fe3d6859f6f9e7be4b8c213a \
+    --hash=sha256:444dcda765c8a838eaae23112db52f1efaf750daddb2d9ca300bcae1039adc5c \
+    --hash=sha256:48032821bbdf20f5799ff537c7ac3d1fba0ba032cfc06194faffa8cda8b560ff \
+    --hash=sha256:4aa4e5faecf353ed117801a068ebab7b7e09ffb6e1d5e412dc852e0da018126c \
+    --hash=sha256:52305740fe773d09cffb16f8ed0427942901f00adedac82ec8b67752f58a1b22 \
+    --hash=sha256:569511d3b58c8791ab4c2e1285575265991e6d8f8700c7be0e88f86cb0672094 \
+    --hash=sha256:57cb5a3cf367aeb1d316576250f65edec5bb3be939e9247ae594b4bcbc317dfb \
+    --hash=sha256:5b02fb34468b6aaa40dfc198d813a641e3a63b98c2b05a16b9f80b7ec314185e \
+    --hash=sha256:6381026f158fdb7c72a168278597a5e3a5222e83ea18f543112b2662a9b699c5 \
+    --hash=sha256:6af100e168aa82a50e186c82875a5893c5597a0c1ccdb0d8b40240b1f28b969a \
+    --hash=sha256:6c89876f41da747c8d3677a2b540fb32ef5715f97b66eeb0c6b66f5e3ef6f59d \
+    --hash=sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a \
+    --hash=sha256:70a87b411535ccad5ef2f1df5136506a10775d267e197e4cf531ced10537bd6b \
+    --hash=sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8 \
+    --hash=sha256:846ade7b71e3536c4e56b386c2a47adf5741d2d8b94ec9dc3e92e5e1ee1e2225 \
+    --hash=sha256:88416bd1e65dcea10bc7569faacb2c20ce071dd1f87539ca2ab364bf6231393c \
+    --hash=sha256:88b49a3b9ff31e19998750c38e030fc7bb937398b1f78cfa599aaef92d693144 \
+    --hash=sha256:8c4e8c3ce11e1f92f6536ff07154f9d49677ebaaafc32db9db4620bc11ed480f \
+    --hash=sha256:8e06879fc22a25ca47312fbe7c8264eb0b662f6db27cb2d3bbbc74b1df4b9b87 \
+    --hash=sha256:9025b4018f3a1314059769c7bf15441064b2207cb3f065e6ea1e7359cb46db9d \
+    --hash=sha256:93335ca3812df2f366e80509ae119189886b0f3c2b81325d39efdb84a1e2ae93 \
+    --hash=sha256:9778bd8ab0a994ebf6f84c2b949e65736d5575320a17ae8984a77fab08db94cf \
+    --hash=sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158 \
+    --hash=sha256:a123e330ef0853c6e822384873bef7507557d8e4a082961e1defa947aa59ba84 \
+    --hash=sha256:a904af0a6162c73e3edcb969eeeb53a63ceeb5d8cf642fade7d39e7963a22ddb \
+    --hash=sha256:ad10d3ded218f1039f11a75f8091880239651b52e9bb592ca27de44eed242a48 \
+    --hash=sha256:b424c77b206d63d500bcb69fa55ed8d0e6a3774056bdc4839fc9298a7edca171 \
+    --hash=sha256:b5a6b3ada725cea8a5e634536b1b01c30bcdcd7f9c6fff4151548d5bf6b3a36c \
+    --hash=sha256:ba8062ed2cf21c07a9e295d5b8a2a5ce678b913b45fdf68c32d95d6c1291e0b6 \
+    --hash=sha256:ba9527cdd4c926ed0760bc301f6728ef34d841f405abf9d4f959c478421e4efd \
+    --hash=sha256:bbcb445fa71794da8f178f0f6d66789a28d7319071af7a496d4d507ed566270d \
+    --hash=sha256:bcf3e58998965654fdaff38e58584d8937aa3096ab5354d493c77d1fdd66d7a1 \
+    --hash=sha256:c0ef13eaeee5b615fb07c9a7dadb38eac06a0608b41570d8ade51c56539e509d \
+    --hash=sha256:cabc348d87e913db6ab4aa100f01b08f481097838bdddf7c7a84b7575b7309ca \
+    --hash=sha256:cdb82a876c47801bb54a690c5ae105a46b392ac6099881cdfb9f6e95e4014c6a \
+    --hash=sha256:cfad01eed2c2e0c01fd0ecd2ef42c492f7f93902e39a42fc9ee1692961443a29 \
+    --hash=sha256:d16a81a06776313e817c951135cf7340a3e91e8c1ff2fac444cfd75fffa04afe \
+    --hash=sha256:d8213e09c917a951de9d09ecee036d5c7d36cb6cb7dbaece4c71a60d79fb9798 \
+    --hash=sha256:e07c3764494e3776c602c1e78e298937c3315ccc9043ead7e685b7f2b8d47b3c \
+    --hash=sha256:e17c96c14e19278594aa4841ec148115f9c7615a47382ecb6b82bd8fea3ab0c8 \
+    --hash=sha256:e444a31f8db13eb18ada366ab3cf45fd4b31e4db1236a4448f68778c1d1a5a2f \
+    --hash=sha256:e6a2a455bd412959b57a172ce6328d2dd1f01cb2135efda2e4576e8a23fa3b0f \
+    --hash=sha256:eaa0a10b7f72326f1372a713e73c3f739b524b3af41feb43e4921cb529f5929a \
+    --hash=sha256:eb7972a85c54febfb25b5c4b4f3af4dcc731994c7da0d8a0b4a6eb0640e1d178 \
+    --hash=sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0 \
+    --hash=sha256:f3818cb119498c0678015754eba762e0d61e5b52d34c8b13d770f0719f7b1d79 \
+    --hash=sha256:f8b3d067f2e40fe93e1ccdd6b2e1d16c43140e76f02fb1319a05cf2b79d99430 \
+    --hash=sha256:fcabf5ff6eea076f859677f5f0b6b5c1a51e70a376b0579e0eadef8db48c6b50
     # via werkzeug
 mdurl==0.1.2 \
     --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
     --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
     # via markdown-it-py
-ml-dtypes==0.3.2 \
-    --hash=sha256:2c34f2ba9660b21fe1034b608308a01be82bbef2a92fb8199f24dc6bad0d5226 \
-    --hash=sha256:3a17ef2322e60858d93584e9c52a5be7dd6236b056b7fa1ec57f1bb6ba043e33 \
-    --hash=sha256:533059bc5f1764fac071ef54598db358c167c51a718f68f5bb55e3dee79d2967 \
-    --hash=sha256:6604877d567a29bfe7cc02969ae0f2425260e5335505cf5e7fefc3e5465f5655 \
-    --hash=sha256:6b35c4e8ca957c877ac35c79ffa77724ecc3702a1e4b18b08306c03feae597bb \
-    --hash=sha256:763697ab8a88d47443997a7cdf3aac7340049aed45f7521f6b0ec8a0594821fe \
-    --hash=sha256:7a4c3fcbf86fa52d0204f07cfd23947ef05b4ad743a1a988e163caa34a201e5e \
-    --hash=sha256:7afde548890a92b41c0fed3a6c525f1200a5727205f73dc21181a2726571bb53 \
-    --hash=sha256:7ba8e1fafc7fff3e643f453bffa7d082df1678a73286ce8187d3e825e776eb94 \
-    --hash=sha256:91f8783fd1f2c23fd3b9ee5ad66b785dafa58ba3cdb050c4458021fa4d1eb226 \
-    --hash=sha256:93b78f53431c93953f7850bb1b925a17f0ab5d97527e38a7e865b5b4bc5cfc18 \
-    --hash=sha256:961134ea44c7b8ca63eda902a44b58cd8bd670e21d62e255c81fba0a8e70d9b7 \
-    --hash=sha256:b89b194e9501a92d289c1ffd411380baf5daafb9818109a4f49b0a1b6dce4462 \
-    --hash=sha256:c7b3fb3d4f6b39bcd4f6c4b98f406291f0d681a895490ee29a0f95bab850d53c \
-    --hash=sha256:d1a746fe5fb9cd974a91070174258f0be129c592b93f9ce7df6cc336416c3fbd \
-    --hash=sha256:e8505946df1665db01332d885c2020b4cb9e84a8b1241eb4ba69d59591f65855 \
-    --hash=sha256:f47619d978ab1ae7dfdc4052ea97c636c6263e1f19bd1be0e42c346b98d15ff4
+ml-dtypes==0.5.0 \
+    --hash=sha256:099e09edd54e676903b4538f3815b5ab96f5b119690514602d96bfdb67172cbe \
+    --hash=sha256:2e7534392682c3098bc7341648c650864207169c654aed83143d7a19c67ae06f \
+    --hash=sha256:3e7d3a380fe73a63c884f06136f8baa7a5249cc8e9fdec677997dd78549f8128 \
+    --hash=sha256:54415257f00eb44fbcc807454efac3356f75644f1cbfc2d4e5522a72ae1dacab \
+    --hash=sha256:5f2b59233a0dbb6a560b3137ed6125433289ccba2f8d9c3695a52423a369ed15 \
+    --hash=sha256:60275f2b51b56834e840c4809fca840565f9bf8e9a73f6d8c94f5b5935701215 \
+    --hash=sha256:76942f6aeb5c40766d5ea62386daa4148e6a54322aaf5b53eae9e7553240222f \
+    --hash=sha256:7ee9c320bb0f9ffdf9f6fa6a696ef2e005d1f66438d6f1c1457338e00a02e8cf \
+    --hash=sha256:8c32138975797e681eb175996d64356bcfa124bdbb6a70460b9768c2b35a6fa4 \
+    --hash=sha256:968fede07d1f9b926a63df97d25ac656cac1a57ebd33701734eaf704bc55d8d8 \
+    --hash=sha256:a03fc861b86cc586728e3d093ba37f0cc05e65330c3ebd7688e7bae8290f8859 \
+    --hash=sha256:a38df8df61194aeaae1ab7579075779b4ad32cd1cffd012c28be227fa7f2a70a \
+    --hash=sha256:a988bac6572630e1e9c2edd9b1277b4eefd1c86209e52b0d061b775ac33902ff \
+    --hash=sha256:ab046f2ff789b1f11b2491909682c5d089934835f9a760fafc180e47dcb676b8 \
+    --hash=sha256:afa08343069874a30812871d639f9c02b4158ace065601406a493a8511180c02 \
+    --hash=sha256:c7a9152f5876fef565516aa5dd1dccd6fc298a5891b2467973905103eb5c7856 \
+    --hash=sha256:cb5cc7b25acabd384f75bbd78892d0c724943f3e2e1986254665a1aa10982e07 \
+    --hash=sha256:d3b3db9990c3840986a0e70524e122cfa32b91139c3653df76121ba7776e015f \
+    --hash=sha256:d4b1a70a3e5219790d6b55b9507606fc4e02911d1497d16c18dd721eb7efe7d0 \
+    --hash=sha256:dc74fd9995513d33eac63d64e436240f5494ec74d522a9f0920194942fc3d2d7 \
+    --hash=sha256:e04fde367b2fe901b1d47234426fe8819909bd1dd862a5adb630f27789c20599
     # via
-    #   keras
-    #   tensorflow
+    #   keras-nightly
+    #   tf-nightly
 namex==0.0.8 \
     --hash=sha256:32a50f6c565c0bb10aa76298c959507abdc0e850efe085dc38f3440fcb3aa90b \
     --hash=sha256:7ddb6c2bb0e753a311b7590f84f6da659dd0c05e65cb89d519d54c0a250c0487
-    # via keras
-numpy==1.26.4 \
-    --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
-    --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
-    --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
-    --hash=sha256:1dda2e7b4ec9dd512f84935c5f126c8bd8b9f2fc001e9f54af255e8c5f16b0e0 \
-    --hash=sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010 \
-    --hash=sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a \
-    --hash=sha256:3373d5d70a5fe74a2c1bb6d2cfd9609ecf686d47a2d7b1d37a8f3b6bf6003aea \
-    --hash=sha256:47711010ad8555514b434df65f7d7b076bb8261df1ca9bb78f53d3b2db02e95c \
-    --hash=sha256:4c66707fabe114439db9068ee468c26bbdf909cac0fb58686a42a24de1760c71 \
-    --hash=sha256:50193e430acfc1346175fcbdaa28ffec49947a06918b7b92130744e81e640110 \
-    --hash=sha256:52b8b60467cd7dd1e9ed082188b4e6bb35aa5cdd01777621a1658910745b90be \
-    --hash=sha256:60dedbb91afcbfdc9bc0b1f3f402804070deed7392c23eb7a7f07fa857868e8a \
-    --hash=sha256:62b8e4b1e28009ef2846b4c7852046736bab361f7aeadeb6a5b89ebec3c7055a \
-    --hash=sha256:666dbfb6ec68962c033a450943ded891bed2d54e6755e35e5835d63f4f6931d5 \
-    --hash=sha256:675d61ffbfa78604709862923189bad94014bef562cc35cf61d3a07bba02a7ed \
-    --hash=sha256:679b0076f67ecc0138fd2ede3a8fd196dddc2ad3254069bcb9faf9a79b1cebcd \
-    --hash=sha256:7349ab0fa0c429c82442a27a9673fc802ffdb7c7775fad780226cb234965e53c \
-    --hash=sha256:7ab55401287bfec946ced39700c053796e7cc0e3acbef09993a9ad2adba6ca6e \
-    --hash=sha256:7e50d0a0cc3189f9cb0aeb3a6a6af18c16f59f004b866cd2be1c14b36134a4a0 \
-    --hash=sha256:95a7476c59002f2f6c590b9b7b998306fba6a5aa646b1e22ddfeaf8f78c3a29c \
-    --hash=sha256:96ff0b2ad353d8f990b63294c8986f1ec3cb19d749234014f4e7eb0112ceba5a \
-    --hash=sha256:9fad7dcb1aac3c7f0584a5a8133e3a43eeb2fe127f47e3632d43d677c66c102b \
-    --hash=sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0 \
-    --hash=sha256:a354325ee03388678242a4d7ebcd08b5c727033fcff3b2f536aea978e15ee9e6 \
-    --hash=sha256:a4abb4f9001ad2858e7ac189089c42178fcce737e4169dc61321660f1a96c7d2 \
-    --hash=sha256:ab47dbe5cc8210f55aa58e4805fe224dac469cde56b9f731a4c098b91917159a \
-    --hash=sha256:afedb719a9dcfc7eaf2287b839d8198e06dcd4cb5d276a3df279231138e83d30 \
-    --hash=sha256:b3ce300f3644fb06443ee2222c2201dd3a89ea6040541412b8fa189341847218 \
-    --hash=sha256:b97fe8060236edf3662adfc2c633f56a08ae30560c56310562cb4f95500022d5 \
-    --hash=sha256:bfe25acf8b437eb2a8b2d49d443800a5f18508cd811fea3181723922a8a82b07 \
-    --hash=sha256:cd25bcecc4974d09257ffcd1f098ee778f7834c3ad767fe5db785be9a4aa9cb2 \
-    --hash=sha256:d209d8969599b27ad20994c8e41936ee0964e6da07478d6c35016bc386b66ad4 \
-    --hash=sha256:d5241e0a80d808d70546c697135da2c613f30e28251ff8307eb72ba696945764 \
-    --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
-    --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
-    --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
+    # via keras-nightly
+numpy==2.0.2 \
+    --hash=sha256:0123ffdaa88fa4ab64835dcbde75dcdf89c453c922f18dced6e27c90d1d0ec5a \
+    --hash=sha256:11a76c372d1d37437857280aa142086476136a8c0f373b2e648ab2c8f18fb195 \
+    --hash=sha256:13e689d772146140a252c3a28501da66dfecd77490b498b168b501835041f951 \
+    --hash=sha256:1e795a8be3ddbac43274f18588329c72939870a16cae810c2b73461c40718ab1 \
+    --hash=sha256:26df23238872200f63518dd2aa984cfca675d82469535dc7162dc2ee52d9dd5c \
+    --hash=sha256:286cd40ce2b7d652a6f22efdfc6d1edf879440e53e76a75955bc0c826c7e64dc \
+    --hash=sha256:2b2955fa6f11907cf7a70dab0d0755159bca87755e831e47932367fc8f2f2d0b \
+    --hash=sha256:2da5960c3cf0df7eafefd806d4e612c5e19358de82cb3c343631188991566ccd \
+    --hash=sha256:312950fdd060354350ed123c0e25a71327d3711584beaef30cdaa93320c392d4 \
+    --hash=sha256:423e89b23490805d2a5a96fe40ec507407b8ee786d66f7328be214f9679df6dd \
+    --hash=sha256:496f71341824ed9f3d2fd36cf3ac57ae2e0165c143b55c3a035ee219413f3318 \
+    --hash=sha256:49ca4decb342d66018b01932139c0961a8f9ddc7589611158cb3c27cbcf76448 \
+    --hash=sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece \
+    --hash=sha256:5fec9451a7789926bcf7c2b8d187292c9f93ea30284802a0ab3f5be8ab36865d \
+    --hash=sha256:671bec6496f83202ed2d3c8fdc486a8fc86942f2e69ff0e986140339a63bcbe5 \
+    --hash=sha256:7f0a0c6f12e07fa94133c8a67404322845220c06a9e80e85999afe727f7438b8 \
+    --hash=sha256:807ec44583fd708a21d4a11d94aedf2f4f3c3719035c76a2bbe1fe8e217bdc57 \
+    --hash=sha256:883c987dee1880e2a864ab0dc9892292582510604156762362d9326444636e78 \
+    --hash=sha256:8c5713284ce4e282544c68d1c3b2c7161d38c256d2eefc93c1d683cf47683e66 \
+    --hash=sha256:8cafab480740e22f8d833acefed5cc87ce276f4ece12fdaa2e8903db2f82897a \
+    --hash=sha256:8df823f570d9adf0978347d1f926b2a867d5608f434a7cff7f7908c6570dcf5e \
+    --hash=sha256:9059e10581ce4093f735ed23f3b9d283b9d517ff46009ddd485f1747eb22653c \
+    --hash=sha256:905d16e0c60200656500c95b6b8dca5d109e23cb24abc701d41c02d74c6b3afa \
+    --hash=sha256:9189427407d88ff25ecf8f12469d4d39d35bee1db5d39fc5c168c6f088a6956d \
+    --hash=sha256:96a55f64139912d61de9137f11bf39a55ec8faec288c75a54f93dfd39f7eb40c \
+    --hash=sha256:97032a27bd9d8988b9a97a8c4d2c9f2c15a81f61e2f21404d7e8ef00cb5be729 \
+    --hash=sha256:984d96121c9f9616cd33fbd0618b7f08e0cfc9600a7ee1d6fd9b239186d19d97 \
+    --hash=sha256:9a92ae5c14811e390f3767053ff54eaee3bf84576d99a2456391401323f4ec2c \
+    --hash=sha256:9ea91dfb7c3d1c56a0e55657c0afb38cf1eeae4544c208dc465c3c9f3a7c09f9 \
+    --hash=sha256:a15f476a45e6e5a3a79d8a14e62161d27ad897381fecfa4a09ed5322f2085669 \
+    --hash=sha256:a392a68bd329eafac5817e5aefeb39038c48b671afd242710b451e76090e81f4 \
+    --hash=sha256:a3f4ab0caa7f053f6797fcd4e1e25caee367db3112ef2b6ef82d749530768c73 \
+    --hash=sha256:a46288ec55ebbd58947d31d72be2c63cbf839f0a63b49cb755022310792a3385 \
+    --hash=sha256:a61ec659f68ae254e4d237816e33171497e978140353c0c2038d46e63282d0c8 \
+    --hash=sha256:a842d573724391493a97a62ebbb8e731f8a5dcc5d285dfc99141ca15a3302d0c \
+    --hash=sha256:becfae3ddd30736fe1889a37f1f580e245ba79a5855bff5f2a29cb3ccc22dd7b \
+    --hash=sha256:c05e238064fc0610c840d1cf6a13bf63d7e391717d247f1bf0318172e759e692 \
+    --hash=sha256:c1c9307701fec8f3f7a1e6711f9089c06e6284b3afbbcd259f7791282d660a15 \
+    --hash=sha256:c7b0be4ef08607dd04da4092faee0b86607f111d5ae68036f16cc787e250a131 \
+    --hash=sha256:cfd41e13fdc257aa5778496b8caa5e856dc4896d4ccf01841daee1d96465467a \
+    --hash=sha256:d731a1c6116ba289c1e9ee714b08a8ff882944d4ad631fd411106a30f083c326 \
+    --hash=sha256:df55d490dea7934f330006d0f81e8551ba6010a5bf035a249ef61a94f21c500b \
+    --hash=sha256:ec9852fb39354b5a45a80bdab5ac02dd02b15f44b3804e9f00c556bf24b4bded \
+    --hash=sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04 \
+    --hash=sha256:f26b258c385842546006213344c50655ff1555a9338e2e5e02a0756dc3e803dd
     # via
     #   etils
     #   h5py
-    #   keras
+    #   keras-nightly
     #   ml-dtypes
-    #   opt-einsum
-    #   tensorboard
-    #   tensorflow
+    #   tb-nightly
     #   tensorflow-datasets
-opt-einsum==3.3.0 \
-    --hash=sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147 \
-    --hash=sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549
-    # via tensorflow
-optree==0.11.0 \
-    --hash=sha256:00a63f10d4a476e8e9aa2988daba9b2e88cb369c5aacc12545957d7d00bcd1a7 \
-    --hash=sha256:0db6968394096223881053dffdcaf2b8e220fd85db904f14aa931e4dc422c046 \
-    --hash=sha256:0df9a3923725aabb112ec7f10c74fa96b6c640da1cd30e7bc62fd4b03ef02875 \
-    --hash=sha256:162ed3ff2eb3f1c358e131e72c025f2b93d69b906e9057a811d014032ec71dc8 \
-    --hash=sha256:228b97e8c991739b10c8548c118747ba32ee765f88236342e492bf9648afc0bc \
-    --hash=sha256:234a4f8f97a1217f13390df7ac416771689749d9a1c8eda31bf8622cd333219e \
-    --hash=sha256:26b1230f9b75b579923a4f837c7c13db8b8d815cf68ce5af31dda5d818a877b2 \
-    --hash=sha256:2b3bb59324d635f2015bb3e237fd772b1fd548eee6cc80e008fbe0f092e9228d \
-    --hash=sha256:2bc08fb9691f43afc3a01119dead6b823ce3d7239e42fc3e47d4028eed50a6a2 \
-    --hash=sha256:31d444684ebd8c9f09a3d806fb3277843138ef9952b7a2954908e440e3b22519 \
-    --hash=sha256:39bed744a61e2f795e172d2853779ac59b8dea236982dc160ea22063afc99ca3 \
-    --hash=sha256:3cdc9fac9888d9eff11128ccfc4d4c10309163e372f312f7942ecee8df3d7824 \
-    --hash=sha256:4144126dd3c2ece2d2dd1d5e0b39fb91adf1c46f660c2c5a2df7f80666989d5d \
-    --hash=sha256:418850ceff364f51a6d81f32a1efd06a4e2d8df79a162e892685bc20c0aedd72 \
-    --hash=sha256:5e250144eacdd5813dec0b18d91df0229197e3be402db42fd8e254ec90ea343d \
-    --hash=sha256:5e5df0e8aaca124cc1ffca311786cc909810f3c046de090729cdafbf910082f8 \
-    --hash=sha256:63e020a34b7168b5d0701a265c7c95b07984ff699d4894b20fa601282be88f20 \
-    --hash=sha256:64c2e00fe508f50a42c50838df0d1f5be0dce5b4bef2373db8ad72b860211015 \
-    --hash=sha256:6a406eee5acd3fd4875fa44c3972d29ae6d4329e7296e9219986fe6ff8e92ea0 \
-    --hash=sha256:6cdd625dab2dff5374ff9c6792e8702fced8f0ea713ce959fc8f95499b5ecb2f \
-    --hash=sha256:6e8c3757088cd7fce666f2a5e031b65d7898e210452380d2657c0fc0a7ec9932 \
-    --hash=sha256:738e8bf4158e9c11cd051d89c2e453aeacf80ff8719ebc3251069015646554d0 \
-    --hash=sha256:8e6a46e95c3ea8546055087d6fe52a1dcd56de5182365f1469106cc72cdf3307 \
-    --hash=sha256:979ffc2b96f16595c219fb7a89597dd2fa00ac47a3b411fdcf8ae6821da52290 \
-    --hash=sha256:9bf322ad14f907ad4660ca286e731e750546d54934a94cc5ba7efe8860c60ab4 \
-    --hash=sha256:9d9d644e5448db9f32e2497487aca3bb2d3f92cbb50429a411ccda3f1f0968f3 \
-    --hash=sha256:a5f37bcfe4e363e3bb8d36c5698fb829546956b2fe88951994387162a1859625 \
-    --hash=sha256:a64df43fce2d8eeafd7db6e27447c56b3fa64842df847819684b3b1cc254c016 \
-    --hash=sha256:a91840f9d45e7c01f151ba1815ae32b4c3c21e4290298772ee4b13314f729856 \
-    --hash=sha256:b201a9405e250cf5770955863af2a236e382bdf5e4e086897ff03c41418c39da \
-    --hash=sha256:b26ac807d8993b7e43081b4b7bbb0378b4e5f3e6525daf923c470bc176cc3327 \
-    --hash=sha256:b8126d81ecb2c9e3554420834014ba343251f564c905ee3bef09d205b924b0c0 \
-    --hash=sha256:b9d236bc1491a5e366921b95fecc05aa6ff55989a81f2242cd11121b82c24503 \
-    --hash=sha256:bc17f9d085cd75a2de4f299a9c5e3c3520138eac7596061e581230b03862b44d \
-    --hash=sha256:d666099a78f7bf31bf3a520d6871ddcae65484bcff095fc4271a391553b09c75 \
-    --hash=sha256:e2d47bd28eff690eb2f7432e490265a291b04d6d346cf7b586491b2e2337bf97 \
-    --hash=sha256:ee208f0bec6436085a9fa3ae98af54bfcb8822086894fc1ade283e80a6f11fd7 \
-    --hash=sha256:f53951bfb640417558568284a8949d67bcdbf21fa0113107e20bd9403aa20b2b \
-    --hash=sha256:fa9ed745d4cbac5e15df70339b30867ba033542b87f7b734f4cacae5ec73ba00
-    # via keras
-packaging==24.0 \
-    --hash=sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5 \
-    --hash=sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9
-    # via tensorflow
+    #   tf-nightly
+opt-einsum==3.4.0 \
+    --hash=sha256:69bb92469f86a1565195ece4ac0323943e83477171b91d24c35afe028a90d7cd \
+    --hash=sha256:96ca72f1b886d148241348783498194c577fa30a8faac108586b14f1ba4473ac
+    # via tf-nightly
+optree==0.13.0 \
+    --hash=sha256:0008cd39169c1fc10870528b2decfea8b79e61042c12d65a964f3b1cf41cc37d \
+    --hash=sha256:069bf166b7aa48ccf8dfe76b920d2115dd8261107c7895d02500b2ce39621b40 \
+    --hash=sha256:0a34c11d637cb01217828e28eef382c621c9ec53f981d8ccbfe56e0a11cda501 \
+    --hash=sha256:0c736ce6f4b8857bd171f3682ef849e3d67692c3fc4db42b99c5d2c7cc1bdf11 \
+    --hash=sha256:11b78c8a18894fe9503515d073a60ebaed366aeb3cfa65e61e7e71ae833f640b \
+    --hash=sha256:1318434b0740a2325c197e191e6dd53d9df0a8ac0338c67d58b476aad9d07829 \
+    --hash=sha256:1a1aab34de5ac7673fbfb94266bf10482be51985c7f899c3e767ce19d13ce3b4 \
+    --hash=sha256:1bc65743e8edb29e902cab894d1c4665a8fd6f8d10f75db68a2cef6c7246fa5c \
+    --hash=sha256:1ea493cde8c60f7950ccbd682bd67e787bf67ed2251d6d3e9ad7471b72d37538 \
+    --hash=sha256:1fb74282fce108e07972e88dbc23f6b7650c2d3bbddbedc2002d3e0becb1c452 \
+    --hash=sha256:246020f0be50fb66791d8a25c4acb59ad0b4bbdea71c998e375eba4c58fbc3e0 \
+    --hash=sha256:24fcd4cb659bcd9b675bc3401950de891b32a047c4787857fb870cd515fcc315 \
+    --hash=sha256:278e2c620df99f5b1477b375b01cf9658528fa0332c0bc431d3ec65857244094 \
+    --hash=sha256:2a423897010c6d8490097671d907da1b6ee90d3fa783aaad5e36e46e0a73bc5e \
+    --hash=sha256:2e282212ddf3aafb10ca6ca223772e06ea3c31687c9cae192467b8e0a7dafbfc \
+    --hash=sha256:36b32155dce29edb6f63a99a44d6da2d8fcd1c56353cc2f4af65f793a0b2712f \
+    --hash=sha256:36c58b94669c9072d645e02c0c65c7455f8f136ef8f7b56a5d9123847421f95b \
+    --hash=sha256:4207f6fa0bd4730f5496772c139f1444b2b69e4eeb0f454e2100b5a380648f70 \
+    --hash=sha256:44449e3bc5e7530b50c9a1f5bcf2971ffe317e34edd74d8c9778c5d32078114d \
+    --hash=sha256:46623259b10f6e3565ea0d37e0b313feb20484bccb005459b3504e1aa706b730 \
+    --hash=sha256:46a9e66217fdf421e25c133089c94f8f99bc38a2b5a4a2c0c1e0c1b02b01dda4 \
+    --hash=sha256:4771266f05e99e94312add38d45bf97a4d98449aeab100f5c658c521152eb5e5 \
+    --hash=sha256:496170a3d093a7fb69be7ce847f5b5b3aa30a6da81457ba6b54268e6e97c6b13 \
+    --hash=sha256:50a9e2d9ffff99d45b37289a3422ed3723a45225616f5b48cea606ff0f539c0f \
+    --hash=sha256:539962675b547957c64b52b7f82178febb9c0f2d47438b810bbc23cfdcf84821 \
+    --hash=sha256:54be625517ef3cf52905da7fee63795b2f154dbdb02b37e8cfd63e7fb2f266ea \
+    --hash=sha256:557b415b41006cca88d86ad190b795455e9334d3cf5838e63c4c668a65227ccb \
+    --hash=sha256:5703637ede6fba04cbeabbb47aada7d17606c2d4df73305063f4a3c829c21fc7 \
+    --hash=sha256:58cc303f982fb0f23644b7f8e98b4f64b0d031365fcc2284da896e96493176d2 \
+    --hash=sha256:5c2803d4ef257f2599cffd0e9d60cfb3d4c522abbe8f5a839bd48d8edd26dae7 \
+    --hash=sha256:5cf612aefe0201a2995763cce82b9cd03cbddd2bfd6f8975f910c091dfa7bb5f \
+    --hash=sha256:5de8da9bbdd08b6200244ee818cd15d1da0f2b06ac926dba0e686260bac7fd40 \
+    --hash=sha256:6201c065791422a73d5aeb4916e00879de9b097cf54526f82b5b3c297126d938 \
+    --hash=sha256:6866b6e4154303dc7c48c7ca3b867a8ce31d469334b67976dfc0513455aa1ca0 \
+    --hash=sha256:695b3f1aab50519230e3d8d86abaedaadf91af105b569cce3b8ebe0dc612b312 \
+    --hash=sha256:73543a82be71c041d5b169754089a58d02063eb72ac8688533b6fc26ab6beea8 \
+    --hash=sha256:7797c54a35e9d89b4664ec7d542745b87b5ffa9c1201c1062fdcd488eb583390 \
+    --hash=sha256:7941d3bd48d860d0e17ca24827b5233ea27bb4227e822eafb3897df1f43f8342 \
+    --hash=sha256:7b8fe0442ac5e50b5e6bceb37dcc2cd4908e7716b869cbe6b8901cc0b489884f \
+    --hash=sha256:8244d0fbfe1ef15ffb443f3d32a44aff062adbef0a7fd6db3f011999df966223 \
+    --hash=sha256:87870346278f46a8c22866ff48716590be35b4aea16e1373e695fb6442c28c41 \
+    --hash=sha256:89f08fc3724b2fe7a081b69dfd3ad6625960443e1f61a984cae7c627776f12f4 \
+    --hash=sha256:8e001d9c902e98912503eca66c93d4b4b22f5071e4ab777f4db9e140f35288f4 \
+    --hash=sha256:8f76a65ff322b3d47af2a23f60409d6d8f184804da551c734e355834e69c0dfb \
+    --hash=sha256:92d1c34b6022bedee4b3899f3a9a1105777da11a9abf1a51f4d84bed8f037fa1 \
+    --hash=sha256:94ecab158521225b20e44d67c8afc2d9af6760985a9f489d21bf2aa8bbe467f8 \
+    --hash=sha256:954899edc024f13079932418f59bbdadabc52d9dcb49c7b559c382c7be352dfc \
+    --hash=sha256:9b4195a6ba2052c70bac6d73f19aa69644424c5a30fa09f7319cc1b59e15acb6 \
+    --hash=sha256:9d735a7d2d2e2eb9a88d932d35b335c10fae9038034f381b6d437dafed46497e \
+    --hash=sha256:9e48491e042f956d4232ebc138e07074100878c0080e3ba10af4c2db1ba4df9f \
+    --hash=sha256:9f44a58f87059161f300e2be66ad3878fff540d27f5dcd69b21feae65c243a02 \
+    --hash=sha256:9f6fc47c9b10d1a9e77163ebd6f2e251af41fab895475d2ce9643423a41899af \
+    --hash=sha256:a53ae0a0eb128a69a74db4165e7e5f24d54e2711678622198f7073dcb991962f \
+    --hash=sha256:abeb8acc83d168063b70168ccf8dfd55f5a7ce50f9af2ca025c41285781ecdd4 \
+    --hash=sha256:ac3b454f98d28a89c15a1170e771c61902cbc53eed126db36138b684dba5a729 \
+    --hash=sha256:b08e4873814d11aa25ef3927c848b9e5cf21215b925e83875b9fe11c7a035b0e \
+    --hash=sha256:b74afed3db289228e0f95a8909835365f644eb69ff31cd6c0b45608ca9e56d78 \
+    --hash=sha256:bc95c1d0c7acd534184bf3ba243a454e0942e4a7c8b9edd32d939fc15e33d753 \
+    --hash=sha256:c0f9f250f617f114061ab718d460be6be8e0a1cbbfdbbfb5541ed1c8fefee150 \
+    --hash=sha256:c6a290ba771cc9004f9fc194d23ab11ee4aae71550ca874c3dc985af5b5f910b \
+    --hash=sha256:c95488ecbab2916de094e68f2a2c55c9475b2e979c03d91a6cd3565f9e5ff2f9 \
+    --hash=sha256:c98a43204841cc4698155acb523d7b21a78f8b05666704359e0fddecd5d1043d \
+    --hash=sha256:ca1e4854134023ba687a7abf45ed3355f773ca7198b6895d88a89030446a9f2e \
+    --hash=sha256:cb55eb77541cf280a009829280d5844936dc8a2e4a3eb069c010a1f547dbfe97 \
+    --hash=sha256:cb8d9a2cebc5fadde98773bb27809a72ff01d11f1037cb58f8e71e740586223e \
+    --hash=sha256:cc3cebfd7d0826d223662f01ed0fa25932edf3f62479be13c4d6ff0fab090c34 \
+    --hash=sha256:d05c320af21efbc132fe887640f7a2dbb36cfb38af6d4e62396fe104b78f7b72 \
+    --hash=sha256:d12a5665169abceb878d50b55571d6a7690bf97aaaf9a7f5438b10e474fde3f2 \
+    --hash=sha256:d1ac5343e921ce21f8f10f91158ad6404a1488c1cc22ddfa6b34cfb9d997cebd \
+    --hash=sha256:d2c79961d5afeb20557c30a0ae899d14ff58cdf1c0e2c8aa3d6807600d00f619 \
+    --hash=sha256:d3f61fb669b36c1a714346b18c9c488ad33a58049b7b229785c241de18c005d7 \
+    --hash=sha256:d58c6e8d4c4fa4e0c31bc4b876960ccba94eb5fcfb045f2b064ce55707034be9 \
+    --hash=sha256:d6e236c6601480997c6e1dbbd4ab2b7ea0bc82a9a7baa1f681a1b072c9c02677 \
+    --hash=sha256:d702dbcafcd16e8925e30c0e780ab3dc81450e19008fd3e77494111fc161a2b2 \
+    --hash=sha256:dda6efabd0621f53eb46a3789ec89c6fd2c90dfb57aebfce3fcda6eab9ed6a7e \
+    --hash=sha256:de2729e1e4ae47a07ac3c70ff977ed1ebe19e7b44d5089075c94f7a9a2dc6f4f \
+    --hash=sha256:e3d100890a643e12f39de4226ab4f9d0a22842b4f34ae2964d0149419e4d7aff \
+    --hash=sha256:e7f9184c6040365e79a0b900507c289b6a4e06ade3c9691e501d176d5cf775cf \
+    --hash=sha256:e7fecc701ece0500fe38fc671b5704d904e2dca9a9284b35263b0bd7e5c62527 \
+    --hash=sha256:e9c619a49984212e5f757e10d5e5f95888b0c08d67a7f2b9f395cede30712dc2 \
+    --hash=sha256:ebe56c17bf3754335307b17be7f554c5eae47acf738471cf38dba0ec73a42c37 \
+    --hash=sha256:ef01e79224f0ee6cf2ca642884f0bc04e446227b96dc576c312717eb33552d57 \
+    --hash=sha256:ef68fdcb3b1743a46210f3c888cd15668a07422aa10b4d4130ba512aac595bf7 \
+    --hash=sha256:f22f4e46d85f24b5bc49e68043dd754b258b880ac64d72f4f4b9ac1b11f0fb2f \
+    --hash=sha256:f5ce67f81fe3d7ca5fed8fdaf93a762a63e1d125e20e425ca7200f9e54a3e3a6 \
+    --hash=sha256:fbc884f3eab894126398c120b7f92a72a5b9f92db6d8c27d39087da871c642cd \
+    --hash=sha256:fc90a5373c92f4a9babb4c40fe148516f52160c0ba803bc9b2f936367f2f7437 \
+    --hash=sha256:fe9fd84b7d87f365f720699dedd254882ba7e5ef927d3ba1e13413d45963b691
+    # via keras-nightly
+packaging==24.1 \
+    --hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
+    --hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
+    # via
+    #   keras-nightly
+    #   tb-nightly
+    #   tf-nightly
 promise==2.3 \
     --hash=sha256:dfd18337c523ba4b6a58801c164c1904a9d4d1b1747c7d5dbf45b693a49d93d0
     # via tensorflow-datasets
@@ -523,27 +618,28 @@ protobuf==3.20.3 \
     --hash=sha256:f4bd856d702e5b0d96a00ec6b307b0f51c1982c2bf9c0052cf9019e9a544ba99 \
     --hash=sha256:f4c42102bc82a51108e449cbb32b19b180022941c727bac0cfd50170341f16ee
     # via
-    #   tensorboard
-    #   tensorflow
+    #   tb-nightly
     #   tensorflow-datasets
     #   tensorflow-metadata
-psutil==5.9.8 \
-    --hash=sha256:02615ed8c5ea222323408ceba16c60e99c3f91639b07da6373fb7e6539abc56d \
-    --hash=sha256:05806de88103b25903dff19bb6692bd2e714ccf9e668d050d144012055cbca73 \
-    --hash=sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8 \
-    --hash=sha256:27cc40c3493bb10de1be4b3f07cae4c010ce715290a5be22b98493509c6299e2 \
-    --hash=sha256:36f435891adb138ed3c9e58c6af3e2e6ca9ac2f365efe1f9cfef2794e6c93b4e \
-    --hash=sha256:50187900d73c1381ba1454cf40308c2bf6f34268518b3f36a9b663ca87e65e36 \
-    --hash=sha256:611052c4bc70432ec770d5d54f64206aa7203a101ec273a0cd82418c86503bb7 \
-    --hash=sha256:6be126e3225486dff286a8fb9a06246a5253f4c7c53b475ea5f5ac934e64194c \
-    --hash=sha256:7d79560ad97af658a0f6adfef8b834b53f64746d45b403f225b85c5c2c140eee \
-    --hash=sha256:8cb6403ce6d8e047495a701dc7c5bd788add903f8986d523e3e20b98b733e421 \
-    --hash=sha256:8db4c1b57507eef143a15a6884ca10f7c73876cdf5d51e713151c1236a0e68cf \
-    --hash=sha256:aee678c8720623dc456fa20659af736241f575d79429a0e5e9cf88ae0605cc81 \
-    --hash=sha256:bc56c2a1b0d15aa3eaa5a60c9f3f8e3e565303b465dbf57a1b730e7a2b9844e0 \
-    --hash=sha256:bd1184ceb3f87651a67b2708d4c3338e9b10c5df903f2e3776b62303b26cb631 \
-    --hash=sha256:d06016f7f8625a1825ba3732081d77c94589dca78b7a3fc072194851e88461a4 \
-    --hash=sha256:d16bbddf0693323b8c6123dd804100241da461e41d6e332fb0ba6058f630f8c8
+    #   tf-nightly
+psutil==6.1.0 \
+    --hash=sha256:000d1d1ebd634b4efb383f4034437384e44a6d455260aaee2eca1e9c1b55f047 \
+    --hash=sha256:045f00a43c737f960d273a83973b2511430d61f283a44c96bf13a6e829ba8fdc \
+    --hash=sha256:0895b8414afafc526712c498bd9de2b063deaac4021a3b3c34566283464aff8e \
+    --hash=sha256:1209036fbd0421afde505a4879dee3b2fd7b1e14fee81c0069807adcbbcca747 \
+    --hash=sha256:1ad45a1f5d0b608253b11508f80940985d1d0c8f6111b5cb637533a0e6ddc13e \
+    --hash=sha256:353815f59a7f64cdaca1c0307ee13558a0512f6db064e92fe833784f08539c7a \
+    --hash=sha256:498c6979f9c6637ebc3a73b3f87f9eb1ec24e1ce53a7c5173b8508981614a90b \
+    --hash=sha256:5cd2bcdc75b452ba2e10f0e8ecc0b57b827dd5d7aaffbc6821b2a9a242823a76 \
+    --hash=sha256:6d3fbbc8d23fcdcb500d2c9f94e07b1342df8ed71b948a2649b5cb060a7c94ca \
+    --hash=sha256:6e2dcd475ce8b80522e51d923d10c7871e45f20918e027ab682f94f1c6351688 \
+    --hash=sha256:9118f27452b70bb1d9ab3198c1f626c2499384935aaf55388211ad982611407e \
+    --hash=sha256:9dcbfce5d89f1d1f2546a2090f4fcf87c7f669d1d90aacb7d7582addece9fb38 \
+    --hash=sha256:a8506f6119cff7015678e2bce904a4da21025cc70ad283a53b099e7620061d85 \
+    --hash=sha256:a8fb3752b491d246034fa4d279ff076501588ce8cbcdbb62c32fd7a377d996be \
+    --hash=sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942 \
+    --hash=sha256:d905186d647b16755a800e7263d43df08b790d709d575105d419f8b6ef65423a \
+    --hash=sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0
     # via tensorflow-datasets
 pygments==2.18.0 \
     --hash=sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199 \
@@ -553,12 +649,12 @@ requests==2.32.3 \
     --hash=sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760 \
     --hash=sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6
     # via
-    #   tensorflow
     #   tensorflow-datasets
-rich==13.7.1 \
-    --hash=sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222 \
-    --hash=sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432
-    # via keras
+    #   tf-nightly
+rich==13.9.4 \
+    --hash=sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098 \
+    --hash=sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90
+    # via keras-nightly
 six==1.16.0 \
     --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
     --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
@@ -566,105 +662,102 @@ six==1.16.0 \
     #   astunparse
     #   google-pasta
     #   promise
-    #   tensorboard
-    #   tensorflow
-tensorboard==2.16.2 \
-    --hash=sha256:9f2b4e7dad86667615c0e5cd072f1ea8403fc032a299f0072d6f74855775cc45
-    # via tensorflow
+    #   tb-nightly
+    #   tf-nightly
+tb-nightly==2.19.0a20241103 \
+    --hash=sha256:a3d7d9e75cdad9ef76a31c97d0e79f55707ce466092790fb694b3df23a4f123a
+    # via tf-nightly
 tensorboard-data-server==0.7.2 \
     --hash=sha256:7e0610d205889588983836ec05dc098e80f97b7e7bbff7e994ebb78f578d0ddb \
     --hash=sha256:9fe5d24221b29625dbc7328b0436ca7fc1c23de4acf4d272f1180856e32f9f60 \
     --hash=sha256:ef687163c24185ae9754ed5650eb5bc4d84ff257aabdc33f0cc6f74d8ba54530
-    # via tensorboard
-tensorflow==2.16.1 \
-    --hash=sha256:03b946e73bf48d857928329b8b321b00b42fe1b4f774c6580666683b0629689f \
-    --hash=sha256:093573a8eb93ef9511e7015b8de9659ed27156f2f05e6d1211f8f4cb76407ee1 \
-    --hash=sha256:09cac3c6a8fbf85a9b95491b58086154dd00a09956ed31823bb45c6605f0e881 \
-    --hash=sha256:1c5611e7357b7a4bc6dccc60750c91e27cdff82622fc917848f22add5ab8de26 \
-    --hash=sha256:1e96047657c64459a36a0cc211a3d003df96c7be3f95a84f7b705715f5697270 \
-    --hash=sha256:21a3c6d76a39f52754c389326f6bef8aef3c26b5bc89ca365add4a69483e569e \
-    --hash=sha256:42858b5d14159a2b9cc01c7f5a88e063b0601f20430cb358374005a67da38114 \
-    --hash=sha256:4a123fbb5788ba30d1113ce01bb166ddf85056fcb40e287c32a929ebfa4aa061 \
-    --hash=sha256:617df9fa2d697c4bc22fa3ee87eb01d580ab1bd0438fea15c4ec2f2870c40bb0 \
-    --hash=sha256:8231a9d7bba92a51231dcdcc3073920ad7d22fa88c64c7e2ecb7f1feac9d5fcb \
-    --hash=sha256:8e376ab46fb1df18a1f927d77011d36ecf7b717a81cbfe4a941c7bf5236939b3 \
-    --hash=sha256:92152aa77c402684e9066885515af6a45d88455c4453a818052c7369357078d8 \
-    --hash=sha256:930c61100cce3a5cb63d30fe6776504405214e8398a26ca968222ecb8b8f9404 \
-    --hash=sha256:ab79f156dd746c2dae906e3b4c5daac3855742941752e5a2c28f094c56eed466 \
-    --hash=sha256:ae0554471d472b8095f8a5204d878389d0d4bc88f6ef6edcd477b952dff5cfab \
-    --hash=sha256:bbf06d879070dfce2617c7d2bb19696bb1b2bcbb3b4ae009520e7166dd75dfc2 \
-    --hash=sha256:c612cdd436bb55b8dae1ecdd1d253496c95b006870b7165b8480c6606b8622aa \
-    --hash=sha256:cc2065d1d27f9f89fea8a0fe8fdf6c437ae60987cd7f2928e0d00e532e79e44d \
-    --hash=sha256:e9cf3fba7f389ff8b8342c5fbebb2529321e0ce9e03d7bcb3657ee0876686c36 \
-    --hash=sha256:f8a5b83ca4bf1813da158f63479cfdf848c0761e5120258417b3a96074a489f5
-    # via
-    #   -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
-    #   tf-keras
+    # via tb-nightly
 tensorflow-datasets==4.9.3 \
     --hash=sha256:09cd60eccab0d5a9d15f53e76ee0f1b530ee5aa3665e42be621a4810d9fa5db6 \
     --hash=sha256:90390077dde2c9e4e240754ddfc5bb50b482946d421c8a34677c3afdb0463427
-    # via -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
-tensorflow-io-gcs-filesystem==0.37.0 \
-    --hash=sha256:03d5598b8007551f4e1391bf85a83a1865e3fa0789beef15a200efaa06a23fb5 \
-    --hash=sha256:0e2901bc4a91158fa0a10d37594c8a5efb1445dd5a041b1b5b90f782a5d1b15e \
-    --hash=sha256:13bc337f2c2db63a39c81c8fd0ececc0c3d5fcf4ce229dfed0b0085a23dd60e9 \
-    --hash=sha256:48a8e7aec651bea8db410f6426c6446a56d16a5ab32201a70d8d684c113137b7 \
-    --hash=sha256:4ec3c0d0a9d3676a2e74198e3dff66d74c7c34f974257f2176236d0703b31a0e \
-    --hash=sha256:500ec871a8d59cf78992b7fd4750d86ea3d35e231fb0bea7a7eabcf73abfceeb \
-    --hash=sha256:57e7af9c81e79bf8fb552985dc8972ac90437d34bd4c1c9019a92a07eb12bc98 \
-    --hash=sha256:677d6d7c84a94a3b27ea5d16633ea09adadef09c2630480e8e94209558828b02 \
-    --hash=sha256:71ccf64a137efcb2be2627225b4e48110cbf34da39b23c5cc688fe803f2510f1 \
-    --hash=sha256:82cc4d8e26fb143fc814ac8ab95fede83363a315f5b62f8ae68312f1aca1cc6e \
-    --hash=sha256:8385f4fe447812bd8e2e11ef523cf02765319100e5d9e4a9b5a876d4440c900c \
-    --hash=sha256:8d3ad5f30b6dbe09baefdb80e9aa7ff3869c772928b865f8ffc8402be7675a43 \
-    --hash=sha256:8e5d1ac4d2010e8cdf259918ba1500c942b51b7ed2e549f55b404c1fb52f695d \
-    --hash=sha256:95bb229e968fca943806c6ac04e81dc4966fc4a36ab83efaa061a4ecb3ea5e85 \
-    --hash=sha256:af0f79400656bb88bf326d2b8e63aef49c07a0ce8c14c3e2589a62e765d8c21f \
-    --hash=sha256:eab6e4c1daf7ddbfef608cd8e2102861021678dfb3f6a7fb3f613db9d6992919
-    # via tensorflow
-tensorflow-metadata==1.15.0 \
-    --hash=sha256:cb84d8e159128aeae7b3f6013ccd7969c69d2e6d1a7b255dbfa6f5344d962986
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tensorflow-io-gcs-filesystem==0.37.1 \
+    --hash=sha256:0df00891669390078a003cedbdd3b8e645c718b111917535fa1d7725e95cdb95 \
+    --hash=sha256:249c12b830165841411ba71e08215d0e94277a49c551e6dd5d72aab54fe5491b \
+    --hash=sha256:257aab23470a0796978efc9c2bcf8b0bc80f22e6298612a4c0a50d3f4e88060c \
+    --hash=sha256:286389a203a5aee1a4fa2e53718c661091aa5fea797ff4fa6715ab8436b02e6c \
+    --hash=sha256:32c50ab4e29a23c1f91cd0f9ab8c381a0ab10f45ef5c5252e94965916041737c \
+    --hash=sha256:426de1173cb81fbd62becec2012fc00322a295326d90eb6c737fab636f182aed \
+    --hash=sha256:6e1f2796b57e799a8ca1b75bf47c2aaa437c968408cc1a402a9862929e104cda \
+    --hash=sha256:8943036bbf84e7a2be3705cb56f9c9df7c48c9e614bb941f0936c58e3ca89d6f \
+    --hash=sha256:8febbfcc67c61e542a5ac1a98c7c20a91a5e1afc2e14b1ef0cb7c28bc3b6aa70 \
+    --hash=sha256:9679b36e3a80921876f31685ab6f7270f3411a4cc51bc2847e80d0e4b5291e27 \
+    --hash=sha256:b02f9c5f94fd62773954a04f69b68c4d576d076fd0db4ca25d5479f0fbfcdbad \
+    --hash=sha256:ee5da49019670ed364f3e5fb86b46420841a6c3cb52a300553c63841671b3e6d \
+    --hash=sha256:ee7c8ee5fe2fd8cb6392669ef16e71841133041fee8a330eff519ad9b36e4556 \
+    --hash=sha256:fbb33f1745f218464a59cecd9a18e32ca927b0f4d77abd8f8671b645cc1a182f \
+    --hash=sha256:fe8dcc6d222258a080ac3dfcaaaa347325ce36a7a046277f6b3e19abc1efb3c5 \
+    --hash=sha256:ffebb6666a7bfc28005f4fbbb111a455b5e7d6cd3b12752b7050863ecb27d5cc
+    # via tf-nightly
+tensorflow-metadata==1.16.1 \
+    --hash=sha256:2ce72ea31d78a00c0c74c6d465482335aa5cb2a3b2a104dedba0b258bc7bb18a
     # via
-    #   -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
     #   tensorflow-datasets
-termcolor==2.4.0 \
-    --hash=sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63 \
-    --hash=sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a
+termcolor==2.5.0 \
+    --hash=sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8 \
+    --hash=sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f
     # via
-    #   tensorflow
     #   tensorflow-datasets
-tf-keras==2.16.0 \
-    --hash=sha256:b2ad0541fa7d9e92c4b7a1b96593377afb58aaff374299a6ca6be1a42f51d899 \
-    --hash=sha256:db53891f1ac98197c2acced98cdca8c06ba8255655a6cb7eb95ed49676118280
-    # via -r /usr/local/google/home/vam/.cache/bazel/_bazel_vam/876ad44cfa05d4207b80eacbb868014f/external/release_or_nightly/requirements.in
+    #   tf-nightly
+tf-keras-nightly==2.19.0.dev2024110310 \
+    --hash=sha256:6c4a030252589a8d17cf0d296f41c6b2e333b88aaa428ac823c9ae7e0a47d793 \
+    --hash=sha256:c02036e3ff847432f29386212bf27ff6a664eba876e7eb96601f232168316ee7
+    # via -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+tf-nightly==2.19.0.dev20241103 \
+    --hash=sha256:25ec4098ff89efc0b4c2a34a9fbaa03c62b6ea5c13fc543c913b5aefb55f7d1d \
+    --hash=sha256:33b57612715573edc738df105a7a266765512020b6db2529a7d4365cc57087ae \
+    --hash=sha256:3e2bd02bf4923babfe1751be28f7a70be04d18796857265cd5764b4de1a34716 \
+    --hash=sha256:5314f61658c4f9c8421c11ab528311171485a4196e7741f3fdb2b9d40ac16da0 \
+    --hash=sha256:5ee05bf07c123792ea5085bbc5299f41bdb86360c6797d7e62b8ab2ddc10ed42 \
+    --hash=sha256:6fffacfa30b193e087ba047fce9e183ceede4af47e4a38c988b9a21a2a99347c \
+    --hash=sha256:7f13c46814eb9a8770ee2edaf3f40d92540b660fb69263100dff9e23ece7ed7a \
+    --hash=sha256:844864ed264d80fb8a299fbac35f81b0a483cb55973321b94d09d14d5a24054c \
+    --hash=sha256:8504a46d8554178ad1efb4353c567be5fe3754e0d5687a45b8944b2a204c57b8 \
+    --hash=sha256:892acdd4835632344fe46efff4b4dc3fbc0de07785b0ea32d646eee19ac74048 \
+    --hash=sha256:8f1059a8f50d9b5f5d825c098822431e4a9530c99ddaf8ed0c591ebefb992733 \
+    --hash=sha256:916c40c52a970d8ac1497214c0d7c4fecb59d39e775af1463d2c71148595d05d \
+    --hash=sha256:9181f069889b50af7125d479a6ae4b82e93efdbd0dc209edf74b356e770c75a3 \
+    --hash=sha256:958774aa6ca54aef8ba9ba592a5a6ae61a61d12c421ed0f3368878ba95c29e65 \
+    --hash=sha256:a303f137a5a387213fd912c069421120f8ece6a97c98a918ddede8850d88adc2 \
+    --hash=sha256:c871b69ca63d755e72db5605227341c56248daefafbe6abdf381f17d0aca26c6
+    # via
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tf-keras-nightly
 toml==0.10.2 \
     --hash=sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b \
     --hash=sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f
     # via tensorflow-datasets
-tqdm==4.66.4 \
-    --hash=sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644 \
-    --hash=sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb
+tqdm==4.66.6 \
+    --hash=sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63 \
+    --hash=sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090
     # via
     #   etils
     #   tensorflow-datasets
-typing-extensions==4.12.1 \
-    --hash=sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a \
-    --hash=sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1
+typing-extensions==4.12.2 \
+    --hash=sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d \
+    --hash=sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8
     # via
     #   etils
     #   optree
-    #   tensorflow
-urllib3==2.2.1 \
-    --hash=sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d \
-    --hash=sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19
+    #   rich
+    #   tf-nightly
+urllib3==2.2.3 \
+    --hash=sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac \
+    --hash=sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9
     # via requests
-werkzeug==3.0.3 \
-    --hash=sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18 \
-    --hash=sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8
-    # via tensorboard
-wheel==0.43.0 \
-    --hash=sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85 \
-    --hash=sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81
+werkzeug==3.1.1 \
+    --hash=sha256:8cd39dfbdfc1e051965f156163e2974e52c210f130810e9ad36858f0fd3edad4 \
+    --hash=sha256:a71124d1ef06008baafa3d266c02f56e1836a5984afd6dd6c9230669d60d9fb5
+    # via tb-nightly
+wheel==0.44.0 \
+    --hash=sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f \
+    --hash=sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49
     # via astunparse
 wrapt==1.16.0 \
     --hash=sha256:0d2691979e93d06a95a26257adb7bfd0c93818e89b1406f5a28f36e0d8c1e1fc \
@@ -738,11 +831,11 @@ wrapt==1.16.0 \
     --hash=sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a \
     --hash=sha256:ffa565331890b90056c01db69c0fe634a776f8019c143a5ae265f9c6bc4bd6d4
     # via
-    #   tensorflow
     #   tensorflow-datasets
-zipp==3.19.2 \
-    --hash=sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19 \
-    --hash=sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c
+    #   tf-nightly
+zipp==3.20.2 \
+    --hash=sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350 \
+    --hash=sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29
     # via
     #   etils
     #   importlib-metadata
@@ -753,5 +846,6 @@ setuptools==70.0.0 \
     --hash=sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4 \
     --hash=sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0
     # via
-    #   tensorboard
-    #   tensorflow
+    #   -r /root/.cache/bazel/_bazel_root/923931bc6361f42370e42a4c3d043f0c/external/release_or_nightly/requirements.in
+    #   tb-nightly
+    #   tf-nightly
diff --git a/oss_scripts/pip_package/setup.nightly.py b/oss_scripts/pip_package/setup.nightly.py
index d3a00b6cd..05c429edb 100644
--- a/oss_scripts/pip_package/setup.nightly.py
+++ b/oss_scripts/pip_package/setup.nightly.py
@@ -13,6 +13,20 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Copyright 2024 TF.Text Authors.
+#
+# 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.Text is a TensorFlow library of text related ops, modules, and subgraphs.
 
 TF.Text is a TensorFlow library of text related ops, modules, and subgraphs. The
@@ -88,10 +102,10 @@ def finalize_options(self):
         'Intended Audience :: Science/Research',
         'License :: OSI Approved :: Apache Software License',
         'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
         'Programming Language :: Python :: 3.11',
+        'Programming Language :: Python :: 3.12',
         'Programming Language :: Python :: 3 :: Only',
         'Topic :: Scientific/Engineering',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
diff --git a/oss_scripts/pip_package/setup.py b/oss_scripts/pip_package/setup.py
index fb4e8aecd..4986549c5 100644
--- a/oss_scripts/pip_package/setup.py
+++ b/oss_scripts/pip_package/setup.py
@@ -13,6 +13,20 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+# Copyright 2024 TF.Text Authors.
+#
+# 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.Text is a TensorFlow library of text related ops, modules, and subgraphs.
 
 TF.Text is a TensorFlow library of text related ops, modules, and subgraphs. The
@@ -32,7 +46,7 @@
 from setuptools.dist import Distribution
 
 project_name = 'tensorflow-text'
-project_version = '2.16.1'
+project_version = '2.18.0'
 
 
 class BinaryDistribution(Distribution):
@@ -74,12 +88,12 @@ def finalize_options(self):
     distclass=BinaryDistribution,
     install_requires=[
         (
-            'tensorflow>=2.16.1, <2.17',
+            'tensorflow>=2.18.0, <2.19',
         ),
     ],
     extras_require={
         'tensorflow_cpu': [
-            'tensorflow-cpu>=2.16.1, <2.17',
+            'tensorflow-cpu>=2.18.0, <2.19',
         ],
         'tests': [
             'absl-py',
@@ -97,6 +111,7 @@ def finalize_options(self):
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
         'Programming Language :: Python :: 3.11',
+        'Programming Language :: Python :: 3.12',
         'Programming Language :: Python :: 3 :: Only',
         'Topic :: Scientific/Engineering',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
diff --git a/oss_scripts/pip_package/tensorflow_build_info.py b/oss_scripts/pip_package/tensorflow_build_info.py
index 797aee1aa..db5bf6c41 100644
--- a/oss_scripts/pip_package/tensorflow_build_info.py
+++ b/oss_scripts/pip_package/tensorflow_build_info.py
@@ -13,7 +13,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-# coding=utf-8
 # Copyright 2024 TF.Text Authors.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
diff --git a/oss_scripts/run_build.sh b/oss_scripts/run_build.sh
index 22bed14fd..029af0b16 100755
--- a/oss_scripts/run_build.sh
+++ b/oss_scripts/run_build.sh
@@ -19,4 +19,10 @@ if [[ $osname != "darwin" ]] || [[ ! $(sysctl -n machdep.cpu.brand_string) =~ "A
 fi
 
 # Build the pip package.
-bazel run --enable_runfiles //oss_scripts/pip_package:build_pip_package -- "$(realpath .)"
+bazel run ${BUILD_ARGS[@]} --enable_runfiles //oss_scripts/pip_package:build_pip_package -- "$(realpath .)"
+
+if [ -n "${AUDITWHEEL_PLATFORM}" ]; then
+  echo $(date) : "=== Auditing wheel"
+  PYTHON_MINOR_VERSION=$(python3 -c "import sys; print(sys.version_info.minor)")
+  auditwheel repair --plat ${AUDITWHEEL_PLATFORM} --exclude "$SHARED_LIBRARY_NAME" -w . *cp3$PYTHON_MINOR_VERSION*.whl
+fi
diff --git a/tensorflow_text/core/kernels/BUILD b/tensorflow_text/core/kernels/BUILD
index 11c3bacb9..252cc2b03 100644
--- a/tensorflow_text/core/kernels/BUILD
+++ b/tensorflow_text/core/kernels/BUILD
@@ -1,7 +1,7 @@
+"""Kernels for tf.text ops."""
+
 load("@flatbuffers//:build_defs.bzl", "flatbuffer_cc_library")
 load("//tensorflow_text:tftext.bzl", "tf_cc_library", "tflite_cc_library")
-
-# Kernels for tf.text ops.
 # [internal] load cc_proto_library.bzl
 
 licenses(["notice"])