diff --git a/alma9/ml-tensorflow-gpu/ml-tensorflow-gpu.Dockerfile b/alma9/ml-tensorflow-gpu/ml-tensorflow-gpu.Dockerfile
index 32b7a5f..3ec485d 100644
--- a/alma9/ml-tensorflow-gpu/ml-tensorflow-gpu.Dockerfile
+++ b/alma9/ml-tensorflow-gpu/ml-tensorflow-gpu.Dockerfile
@@ -11,7 +11,7 @@ RUN yum -y install which file git bzip2 \
 
 # path prefix for micromamba to install pkgs into
 #
-ARG TF_ver=2.14.*
+ARG TF_ver=2.15.*
 ARG Conda_ver=12.3.*
 ARG prefix=/opt/conda
 ARG Micromamba_ver=1.5.7
@@ -85,6 +85,7 @@ RUN micromamba install -y lightgbm xgboost catboost \
 #
 RUN export CONDA_OVERRIDE_CUDA=$Conda_ver \
     && micromamba install -y tensorflow-gpu=$TF_ver cuda-compat=$Conda_ver tensorflow-datasets \
+#    && micromamba install -y tensorflow-gpu=$TF_ver cuda-compat=$Conda_ver cuda-version=$Conda_ver tensorflow-datasets \
     && cd $prefix/lib && ln -s ../cuda-compat/lib*.so* . \
     && micromamba clean -y -a -f
 
diff --git a/alma9/ml-tensorflow-gpu/python39/list-of-pkgs-inside.txt b/alma9/ml-tensorflow-gpu/python39/list-of-pkgs-inside.txt
index d583c24..c753c62 100644
--- a/alma9/ml-tensorflow-gpu/python39/list-of-pkgs-inside.txt
+++ b/alma9/ml-tensorflow-gpu/python39/list-of-pkgs-inside.txt
@@ -15,7 +15,6 @@ asttokens 2.4.1
 astunparse 1.6.3
 async-generator 1.10
 async-lru 2.0.4
-async-timeout 4.0.3
 async_generator 1.10
 atk-1.0 2.38.0
 attrs 23.2.0
@@ -51,8 +50,14 @@ contourpy 1.2.1
 cryptography 42.0.7
 cuda-compat 12.3.2
 cuda-compat-impl 545.23.08
-cuda-version 11.8
-cudatoolkit 11.8.0
+cuda-crt-tools 12.5.40
+cuda-cudart 12.5.39
+cuda-cudart_linux-64 12.5.39
+cuda-nvcc-tools 12.5.40
+cuda-nvrtc 12.5.40
+cuda-nvtx 12.5.39
+cuda-nvvm-tools 12.5.40
+cuda-version 12.5
 cudnn 8.9.7.29
 cycler 0.12.1
 debugpy 1.8.1
@@ -64,7 +69,7 @@ dill 0.3.8
 distlib 0.3.8
 dm-tree 0.1.8
 entrypoints 0.4
-etils 1.6.0
+etils 1.8.0
 exceptiongroup 1.2.0
 executing 2.0.1
 expat 2.6.2
@@ -90,14 +95,14 @@ gdk-pixbuf 2.42.12
 giflib 5.2.2
 git.x86_64 2.43.0-1.el9
 google-auth 2.29.0
-google-auth-oauthlib 1.0.0
+google-auth-oauthlib 1.2.0
 google-pasta 0.2.0
 googleapis-common-protos 1.63.0
 graphite2 1.3.13
 graphviz 0.20.3
 graphviz 11.0.0
 greenlet 3.0.3
-grpcio 1.54.3
+grpcio 1.59.3
 gtk2 2.24.33
 gts 0.7.6
 h11 0.14.0
@@ -117,11 +122,10 @@ icu 73.2
 idna 3.7
 iminuit 2.18.0
 importlib-metadata 7.1.0
-importlib-resources 6.4.0
 importlib_metadata 7.1.0
 importlib_resources 6.4.0
 ipykernel 6.29.3
-ipython 8.18.1
+ipython 8.24.0
 isoduration 20.11.0
 jedi 0.19.1
 jinja2 3.1.4
@@ -147,10 +151,10 @@ jupyter_server 2.14.0
 jupyter_server_terminals 0.5.3
 jupyter_telemetry 0.1.0
 kagglehub 0.2.5
-keras 2.14.0
+keras 2.15.0
 keras-core 0.1.7
 keras-cv 0.9.0
-keras-nlp 0.12.0
+keras-nlp 0.12.1
 keras-tuner 1.4.7
 keyutils 1.6.1
 kiwisolver 1.4.5
@@ -160,14 +164,19 @@ lark 1.1.9
 lcms2 2.16
 ld_impl_linux-64 2.40
 lerc 4.0.0
-libabseil 20230125.3
+libabseil 20230802.1
 libaec 1.1.3
 libblas 3.9.0
 libbrotlicommon 1.1.0
 libbrotlidec 1.1.0
 libbrotlienc 1.1.0
 libcblas 3.9.0
+libcublas 12.5.2.13
+libcufft 11.2.3.18
+libcurand 10.3.6.39
 libcurl 8.7.1
+libcusolver 11.6.2.40
+libcusparse 12.4.1.24
 libdeflate 1.20
 libedit 3.1.20191231
 libev 4.33
@@ -179,15 +188,17 @@ libgfortran-ng 13.2.0
 libgfortran5 13.2.0
 libglib 2.80.2
 libgomp 13.2.0
-libgrpc 1.54.3
+libgrpc 1.59.3
 libiconv 1.17
 libjpeg-turbo 3.0.0
 liblapack 3.9.0
 libnghttp2 1.58.0
 libnsl 2.0.1
+libnvjitlink 12.5.40
 libopenblas 0.3.27
 libpng 1.6.43
-libprotobuf 3.21.12
+libprotobuf 4.24.4
+libre2-11 2023.09.01
 librsvg 2.58.0
 libsodium 1.0.18
 libsqlite 3.45.3
@@ -269,7 +280,7 @@ plumbum 1.8.3
 prometheus_client 0.20.0
 promise 2.3
 prompt-toolkit 3.0.42
-protobuf 4.21.12
+protobuf 4.24.4
 psutil 5.9.8
 pthread-stubs 0.4
 ptyprocess 0.7.0
@@ -289,7 +300,7 @@ pyopenssl 24.0.0
 pyparsing 3.1.2
 pyrsistent 0.20.0
 pysocks 1.7.1
-python 3.9.19
+python 3.11.9
 python-dateutil 2.9.0
 python-fastjsonschema 2.19.1
 python-flatbuffers 24.3.25
@@ -297,13 +308,13 @@ python-graphviz 0.20.3
 python-json-logger 2.0.7
 python-tzdata 2024.1
 python-xxhash 3.4.1
-python_abi 3.9
+python_abi 3.11
 pytz 2024.1
 pyu2f 0.1.5
 pywin32-on-windows 0.1.0
 pyyaml 6.0.1
 pyzmq 26.0.3
-re2 2023.03.02
+re2 2023.09.01
 readline 8.2
 referencing 0.35.1
 regex 2024.5.15
@@ -336,20 +347,21 @@ stack_data 0.6.2
 statsmodels 0.14.2
 tcsh 6.24.10
 tenacity 8.3.0
-tensorboard 2.14.1
+tensorboard 2.15.2
 tensorboard-data-server 0.7.0
-tensorflow 2.14.0
-tensorflow-base 2.14.0
+tensorflow 2.15.0
+tensorflow-base 2.15.0
 tensorflow-datasets 4.8.3
 tensorflow-datasets 4.8.3+nightly
-tensorflow-estimator 2.14.0
-tensorflow-gpu 2.14.0
+tensorflow-estimator 2.15.0
+tensorflow-gpu 2.15.0
 tensorflow-hub 0.16.1
 tensorflow-metadata 1.13.1
-tensorflow-text 2.14.0
+tensorflow-text 2.15.0
+tensorflow_estimator 2.15.0
 termcolor 2.4.0
 terminado 0.18.1
-tf-keras 2.14.1
+tf_keras 2.15.1
 threadpoolctl 3.5.0
 tinycss2 1.3.0
 tk 8.6.13
@@ -366,7 +378,6 @@ typing_utils 0.1.0
 tzdata 2024.1
 tzdata 2024a
 uhi 0.4.0
-unicodedata2 15.1.0
 uproot 5.0.13
 uproot-base 5.0.13
 uri-template 1.3.0