feat: update gaudi notebooks to version 1.19.2 (kubeflow/kubeflow#7680)

Signed-off-by: Tuomas Katila <tuomas.katila@intel.com>

Author: tkatila

components/example-notebook-servers/jupyter-pytorch-gaudi/Dockerfile

@@ -6,24 +6,24 @@ ARG BASE_IMG=<jupyter>
 FROM $BASE_IMG
 
 # Content below is based on the scripts/Dockerfiles here:
-# https://github.com/HabanaAI/Setup_and_Install/blob/1.17.1/dockerfiles/base/Dockerfile.ubuntu22.04
-# https://github.com/HabanaAI/Setup_and_Install/blob/1.17.1/dockerfiles/pytorch/Dockerfile.ubuntu
+# https://github.com/HabanaAI/Setup_and_Install/blob/1.19.0/dockerfiles/base/Dockerfile.ubuntu22.04
+# https://github.com/HabanaAI/Setup_and_Install/blob/1.19.0/dockerfiles/pytorch/Dockerfile.ubuntu
 
 # args - gaudi version
-ARG GAUDI_VERSION=1.17.1
-ARG GAUDI_REVISION=40
+ARG GAUDI_VERSION=1.19.2
+ARG GAUDI_REVISION=32
 
 # args - software versions
 # see this support matrix for compatible versions:
 # https://docs.habana.ai/en/latest/Support_Matrix/Support_Matrix.html
-ARG AWS_EFA_VERSION=1.29.0
+ARG AWS_EFA_VERSION=1.34.0
 ARG HCCL_OFI_WRAPPER_VERSION=1.18.0
-ARG LIBFABRIC_VERSION=1.20.0
-ARG PYTORCH_VERSION=2.3.1
+ARG LIBFABRIC_VERSION=1.22.0
+ARG PYTORCH_VERSION=2.5.1
 
-# Gaudi 1.17 does not currently support Python 3.11, so we downgrade to 3.10
+# Gaudi 1.19 does not currently support Python 3.11, so we downgrade to 3.10
 # https://docs.habana.ai/en/latest/Support_Matrix/Support_Matrix.html
-ARG PYTHON_VERSION=3.10.14
+ARG PYTHON_VERSION=3.10.16
 RUN sed -i "s/python ==.*/python ==${PYTHON_VERSION}/" ${CONDA_DIR}/conda-meta/pinned \
  && conda install -y -q \
     python==${PYTHON_VERSION} \