From bf759a3e5d497bb750d8bf3934aa7136f56326f0 Mon Sep 17 00:00:00 2001 From: Sean Pryor Date: Thu, 21 Dec 2023 12:36:01 -0500 Subject: [PATCH] Add Habana 1.13 notebook --- Makefile | 5 + habana/1.13.0/ubi8-python-3.8/Dockerfile | 167 + habana/1.13.0/ubi8-python-3.8/Pipfile | 61 + habana/1.13.0/ubi8-python-3.8/Pipfile.lock | 3720 +++++++++++++++++ habana/1.13.0/ubi8-python-3.8/README.md | 26 + .../kustomize/base/kustomization.yaml | 13 + .../kustomize/base/service.yaml | 15 + .../kustomize/base/statefulset.yaml | 58 + 8 files changed, 4065 insertions(+) create mode 100644 habana/1.13.0/ubi8-python-3.8/Dockerfile create mode 100644 habana/1.13.0/ubi8-python-3.8/Pipfile create mode 100644 habana/1.13.0/ubi8-python-3.8/Pipfile.lock create mode 100644 habana/1.13.0/ubi8-python-3.8/README.md create mode 100644 habana/1.13.0/ubi8-python-3.8/kustomize/base/kustomization.yaml create mode 100644 habana/1.13.0/ubi8-python-3.8/kustomize/base/service.yaml create mode 100644 habana/1.13.0/ubi8-python-3.8/kustomize/base/statefulset.yaml diff --git a/Makefile b/Makefile index a23c0ed73..6b74eba28 100644 --- a/Makefile +++ b/Makefile @@ -96,6 +96,11 @@ habana-jupyter-1.10.0-ubi8-python-3.8: jupyter-datascience-ubi8-python-3.8 habana-jupyter-1.11.0-ubi8-python-3.8: jupyter-datascience-ubi8-python-3.8 $(call image,$@,habana/1.11.0/ubi8-python-3.8,$<) +# Build and push habana-jupyter-1.13.0-ubi8-python-3.8 image to the registry +.PHONY: habana-jupyter-1.13.0-ubi8-python-3.8 +habana-jupyter-1.13.0-ubi8-python-3.8: jupyter-datascience-ubi8-python-3.8 + $(call image,$@,habana/1.13.0/ubi8-python-3.8,$<) + # Build and push runtime-minimal-ubi8-python-3.8 image to the registry .PHONY: runtime-minimal-ubi8-python-3.8 runtime-minimal-ubi8-python-3.8: base-ubi8-python-3.8 diff --git a/habana/1.13.0/ubi8-python-3.8/Dockerfile b/habana/1.13.0/ubi8-python-3.8/Dockerfile new file mode 100644 index 000000000..7d24b7ea0 --- /dev/null +++ b/habana/1.13.0/ubi8-python-3.8/Dockerfile @@ -0,0 +1,167 @@ +# Copyright (c) 2022 Habana Labs, Ltd. +# +# SPDX-License-Identifier: Apache-2.0 +# +# HabanaLabs Dockerfile base installer layer for RedHat 8.6 +# Reference: https://github.com/HabanaAI/Setup_and_Install/blob/1.13.0/dockerfiles/base/Dockerfile.rhel8.6 +ARG BASE_IMAGE +FROM ${BASE_IMAGE} + +ARG ARTIFACTORY_URL="vault.habana.ai" +ARG VERSION="1.13.0" +ARG REVISION="463" +ARG PT_VERSION="2.1.0" + +USER root + +RUN dnf install -y https://dl.fedoraproject.org/pub/epel/epel-release-latest-8.noarch.rpm && \ + dnf clean all && rm -rf /var/cache/yum + +RUN echo "[appstream]" > /etc/yum.repos.d/CentOS-Linux-AppStream.repo && \ + echo "name=CentOS Linux 8 - AppStream" >> /etc/yum.repos.d/CentOS-Linux-AppStream.repo && \ + echo "mirrorlist=http://mirrorlist.centos.org/?release=\$releasever-stream&arch=\$basearch&repo=AppStream&infra=\$infra" >> /etc/yum.repos.d/CentOS-Linux-AppStream.repo && \ + echo "gpgcheck=0" >> /etc/yum.repos.d/CentOS-Linux-AppStream.repo + + +RUN echo "[BaseOS]" > /etc/yum.repos.d/CentOS-Linux-BaseOS.repo && \ + echo "name=CentOS Linux 8 - BaseOS" >> /etc/yum.repos.d/CentOS-Linux-BaseOS.repo && \ + echo "mirrorlist=http://mirrorlist.centos.org/?release=\$releasever-stream&arch=\$basearch&repo=BaseOS&infra=\$infra" >> /etc/yum.repos.d/CentOS-Linux-BaseOS.repo && \ + echo "gpgcheck=0" >> /etc/yum.repos.d/CentOS-Linux-BaseOS.repo + +RUN dnf install -y \ + clang \ + cmake3 \ + cpp \ + gcc \ + gcc-c++ \ + glibc \ + glibc-headers \ + glibc-devel \ + jemalloc \ + libarchive \ + libksba \ + unzip \ + llvm \ + lsof \ + python38-devel \ + openssh-clients \ + libjpeg-devel \ + openssh-server \ + redhat-lsb-core \ + wget \ + git \ + mesa-libGL \ + python3-dnf-plugin-versionlock && \ + # update pkgs (except OS version) for resolving potentials CVEs + dnf versionlock add redhat-release* && \ + dnf update -y && \ + dnf clean all && rm -rf /var/cache/yum + +ENV LD_LIBRARY_PATH=/usr/lib/habanalabs:$LD_LIBRARY_PATH +ENV RDMAV_FORK_SAFE=1 + +RUN echo "[habanalabs]" > /etc/yum.repos.d/habanalabs.repo && \ + echo "name=Habana RH8 Linux repo" >> /etc/yum.repos.d/habanalabs.repo && \ + echo "baseurl=https://${ARTIFACTORY_URL}/artifactory/rhel/8/8.6" >> /etc/yum.repos.d/habanalabs.repo && \ + echo "gpgkey=https://${ARTIFACTORY_URL}/artifactory/rhel/8/8.6/repodata/repomd.xml.key" >> /etc/yum.repos.d/habanalabs.repo + +RUN echo "[powertools]" > /etc/yum.repos.d/powertools.repo && \ + echo "name=powertools" >> /etc/yum.repos.d/powertools.repo && \ + echo "baseurl=http://mirror.centos.org/centos/8-stream/PowerTools/x86_64/os/" >> /etc/yum.repos.d/powertools.repo && \ + echo "gpgcheck=0" >> /etc/yum.repos.d/powertools.repo + +RUN dnf install -y habanalabs-rdma-core-"$VERSION"-"$REVISION".el8 \ + habanalabs-thunk-"$VERSION"-"$REVISION".el8 \ + habanalabs-firmware-tools-"$VERSION"-"$REVISION".el8 \ + habanalabs-graph-"$VERSION"-"$REVISION".el8 && \ + rm -f /etc/yum.repos.d/habanalabs.repo && rm -rf /tmp/* && \ + dnf clean all && rm -rf /var/cache/yum + +RUN rpm -V habanalabs-rdma-core && rpm -V habanalabs-thunk && rpm -V habanalabs-firmware-tools && rpm -V habanalabs-graph + +# There is no need to store pip installation files inside docker image +ENV PIP_NO_CACHE_DIR=on +ENV PIP_DISABLE_PIP_VERSION_CHECK=1 +ENV RDMA_CORE_ROOT=/opt/habanalabs/rdma-core/src +ENV RDMA_CORE_LIB=${RDMA_CORE_ROOT}/build/lib + +# Install python packages +# RUN python3.8 -m pip install hpu_media_loader=="${VERSION}"."${REVISION}" +# Install Python packages and Jupyterlab extensions from Pipfile.lock +COPY Pipfile.lock ./ + +RUN echo "Installing softwares and packages" && micropipenv install && rm -f ./Pipfile.lock + +RUN echo "export LANG=en_US.UTF-8" >> /root/.bashrc +RUN export LANG=en_US.UTF-8 +ENV GC_KERNEL_PATH=/usr/lib/habanalabs/libtpc_kernels.so +ENV HABANA_LOGS=/var/log/habana_logs/ +ENV HABANA_SCAL_BIN_PATH=/opt/habanalabs/engines_fw +ENV HABANA_PLUGINS_LIB_PATH=/opt/habanalabs/habana_plugins + +## Install habana tensorflow +# Reference: https://github.com/HabanaAI/Setup_and_Install/blob/1.13.0/dockerfiles/tensorflow/Dockerfile.rhel8.6 +# For AML/CentOS/RHEL OS'es TFIO_DATAPATH have to be specified to import tensorflow_io lib correctly +ENV TFIO_DATAPATH=/opt/app-root/src/python3.8/site-packages/ + +# For AML/CentOS/RHEL ca-cert file is expected exactly under /etc/ssl/certs/ca-certificates.crt +# otherwise curl will fail during access to S3 AWS storage +RUN ln -s /etc/ssl/certs/ca-bundle.crt /etc/ssl/certs/ca-certificates.crt + +## Install habana pytorch +# Reference: https://github.com/HabanaAI/Setup_and_Install/blob/1.13.0/dockerfiles/pytorch/Dockerfile.rhel8.6 +ENV LANG=en_US.UTF-8 +ENV PYTHONPATH=/root:/usr/lib/habanalabs/ + +RUN dnf install -y \ + curl \ + cairo-devel \ + numactl-devel \ + iproute \ + which \ + zlib-devel \ + lapack-devel \ + openblas-devel \ + numactl \ + gperftools-devel && \ + dnf clean all && rm -rf /var/cache/yum + +RUN wget --no-verbose https://"${ARTIFACTORY_URL}"/artifactory/gaudi-pt-modules/"${VERSION}"/"${REVISION}"\ +/pytorch/rhel86/pytorch_modules-v"${PT_VERSION}"_"${VERSION}"_"${REVISION}".tgz && \ + mkdir /root/habanalabs /root/habanalabs/pytorch_temp && \ + tar -xf pytorch_modules-v"${PT_VERSION}"_"${VERSION}"_"${REVISION}".tgz -C /root/habanalabs/pytorch_temp/. && \ + pip3 install /root/habanalabs/pytorch_temp/*.whl && \ + pip3 install $(grep "lightning" /root/habanalabs/pytorch_temp/requirements-pytorch.txt) && \ + pip3 install tensorboard~=2.12.2 protobuf==3.20.3 && \ + pip3 uninstall -y pillow && \ + pip3 uninstall -y pillow-simd && \ + pip3 install pillow-simd==7.0.0.post3 && \ + rm -rf /root/habanalabs/pytorch_temp/ && \ + rm -rf pytorch_modules-v"${PT_VERSION}"_"${VERSION}"_"${REVISION}".tgz &&\ + echo "source /etc/profile.d/habanalabs.sh" >> ~/.bashrc + +ENV LD_PRELOAD=/lib64/libtcmalloc.so.4 +ENV TCMALLOC_LARGE_ALLOC_REPORT_THRESHOLD=7516192768 + +RUN dnf clean all && rm -rf /var/cache/dnf && rm -rf /tmp/* + +## Label the image with details required by ODH +LABEL name="odh-notebook-habana-jupyter-1.3.0-ubi8-python-3.8" \ + summary="Jupyter HabanaAI 1.13.0 notebook image for ODH notebooks" \ + description="Jupyter HabanaAI 1.13.0 notebook image with base Python 3.8 builder image based on ubi8 for ODH notebooks" \ + io.k8s.display-name="Jupyter HabanaAI 1.13.0 notebook image for ODH notebooks" \ + io.k8s.description="Jupyter HabanaAI 1.13.0 notebook image with base Python 3.8 builder image based on ubi8 for ODH notebooks" \ + authoritative-source-url="https://github.com/opendatahub-io/notebooks" \ + io.openshift.build.commit.ref="main" \ + io.openshift.build.source-location="https://github.com/opendatahub-io/notebooks/tree/main/habana/1.13.0/ubi8-python-3.8" \ + io.openshift.build.image="quay.io/opendatahub/workbench-images:habana-jupyter-1.13.0-ubi8-python-3.8" + +# Replace Notebook's launcher, "(ipykernel)" with Python's version 3.x +RUN sed -i -e "s/Python.*/$(python --version| cut -d '.' -f-2)\",/" /opt/app-root/share/jupyter/kernels/python3/kernel.json && \ + # Fix permissions to support pip in Openshift environments \ + chmod -R g+w /opt/app-root/lib/python3.8/site-packages && \ + fix-permissions /opt/app-root -P + +USER 1001 + +WORKDIR /opt/app-root/src \ No newline at end of file diff --git a/habana/1.13.0/ubi8-python-3.8/Pipfile b/habana/1.13.0/ubi8-python-3.8/Pipfile new file mode 100644 index 000000000..ec435772d --- /dev/null +++ b/habana/1.13.0/ubi8-python-3.8/Pipfile @@ -0,0 +1,61 @@ +[[source]] +url = "https://pypi.org/simple" +verify_ssl = true +name = "pypi" + +[dev-packages] + +[packages] +# Habana requirements +habana_media_loader = "==1.13.0.463" + +# TensorFlow and useful extensions +habana-tensorflow = "==1.13.0.463" +tensorflow-cpu = "==2.12.1" +tensorflow-io = "==0.32.0" +tensorboard = "~=2.12.2" +tf2onnx = "~= 1.13.0" + +# Pytorch and useful extension +habana-pyhlml = "==1.13.0.463" + +# Below pkgs are required for pytorch-fork +cffi = "==1.15.1" +typing-extensions = ">=4.5.0" +numpy = "==1.23.5" +ninja = ">=1.11.1" +pyyaml = "==6.0" +pybind11 = "==2.10.4" +mkl = "==2023.1" +mkl-include = "==2023.1" + +# Parent image requirements to maintain cohesion +elyra-pipeline-editor-extension = "~=3.15.0" +elyra-python-editor-extension = "~=3.15.0" +elyra-code-snippet-extension = "~=3.15.0" +kfp-tekton = "<1.6.0" +boto3 = "~=1.26.69" +jupyter-bokeh = "~=3.0.5" +kafka-python = "~=2.0.2" +matplotlib = "~=3.6.3" +pandas = "~=1.5.3" +plotly = "~=5.13.0" +scikit-learn = "~=1.2.1" +scipy = "~=1.10.0" +jupyterlab-lsp = "~=3.10.2" +jupyterlab-widgets = "~=3.0.5" +jupyter-resource-usage = "~=0.6.0" + +# Parent image requirements to maintain cohesion +jupyterlab = "~=3.5.3" +jupyter-server = "~=2.1.0" +jupyter-server-proxy = "~=3.2.2" +jupyter-server-terminals = "~=0.4.4" +jupyterlab-git = "~=0.41.0" +nbdime = "~=3.1.1" +nbgitpuller = "~=1.1.1" +# --- +wheel = "~=0.38.4" + +[requires] 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000000000..9a9621f2b --- /dev/null +++ b/habana/1.13.0/ubi8-python-3.8/README.md @@ -0,0 +1,26 @@ +# Habana Notebook Image +This directory contains the Dockerfile to build a Notebook image compatible with 1.11.0 Habana Version. + +Currently supporting the support matrix: +https://docs.habana.ai/en/latest/Support_Matrix/Support_Matrix.html + +| Firmware | version | +| ------------------------ | ---------------- | +| First-gen Gaudi Firmware | 1.2.3 | +| Gaudi2 Firmware | 1.13.0-fw-45.1.1 | + + +| Python-package | version | +| -------------- | ------- | +| torch | 2.1.0 | +| tensorflow | 2.12.1 | +| pandas | 1.5.3 | +| numpy | 1.23.5 | +| scipy | 1.10.1 | + +Reference: +https://github.com/HabanaAI/Setup_and_Install/tree/1.13.0 + + +For further documentation related to HabanaAI, please refer: +https://docs.habana.ai/en/v1.13.0/Gaudi_Overview/index.html \ No newline at end of file diff --git a/habana/1.13.0/ubi8-python-3.8/kustomize/base/kustomization.yaml b/habana/1.13.0/ubi8-python-3.8/kustomize/base/kustomization.yaml new file mode 100644 index 000000000..fc1d999c8 --- /dev/null +++ b/habana/1.13.0/ubi8-python-3.8/kustomize/base/kustomization.yaml @@ -0,0 +1,13 @@ +--- +apiVersion: kustomize.config.k8s.io/v1beta1 +kind: Kustomization +namePrefix: habana-1-13-0-ubi8-python-3-8- +commonLabels: + app: habana-1-13-0-ubi8-python-3-8 +resources: + - service.yaml + - statefulset.yaml +images: + - name: quay.io/opendatahub/workbench-images + newName: quay.io/opendatahub/workbench-images + newTag: habana-1.13.0-ubi8-python-3.8-2023a_20230925 diff --git a/habana/1.13.0/ubi8-python-3.8/kustomize/base/service.yaml b/habana/1.13.0/ubi8-python-3.8/kustomize/base/service.yaml new file mode 100644 index 000000000..d6f7128e8 --- /dev/null +++ b/habana/1.13.0/ubi8-python-3.8/kustomize/base/service.yaml @@ -0,0 +1,15 @@ +--- +apiVersion: v1 +kind: Service +metadata: + name: notebook + labels: + app: notebook +spec: + type: ClusterIP + ports: + - port: 8888 + protocol: TCP + targetPort: notebook-port + selector: + app: notebook diff --git a/habana/1.13.0/ubi8-python-3.8/kustomize/base/statefulset.yaml b/habana/1.13.0/ubi8-python-3.8/kustomize/base/statefulset.yaml new file mode 100644 index 000000000..65a7eaf6c --- /dev/null +++ b/habana/1.13.0/ubi8-python-3.8/kustomize/base/statefulset.yaml @@ -0,0 +1,58 @@ +--- +apiVersion: apps/v1 +kind: StatefulSet +metadata: + name: notebook + annotations: + opendatahub.io/username: jovyan + labels: + opendatahub.io/user: jovyan +spec: + replicas: 1 + selector: {} + serviceName: notebook + template: + metadata: + labels: {} + spec: + containers: + - name: notebook + image: quay.io/opendatahub/workbench-images:habana-jupyter-1.13.0-ubi8-python-3.8 + imagePullPolicy: Always + workingDir: /opt/app-root/src + env: + - name: NOTEBOOK_ARGS + value: |- + --ServerApp.port=8888 + --ServerApp.token='' + --ServerApp.password='' + --ServerApp.base_url=/notebook/opendatahub/jovyan + --ServerApp.quit_button=False + --ServerApp.tornado_settings={"user":"jovyan","hub_host":"https://opendatahub.io","hub_prefix":"/notebookController/jovyan"} + ports: + - name: notebook-port + protocol: TCP + containerPort: 8888 + livenessProbe: + tcpSocket: + port: notebook-port + initialDelaySeconds: 5 + periodSeconds: 5 + successThreshold: 1 + failureThreshold: 3 + readinessProbe: + httpGet: + path: /notebook/opendatahub/jovyan/api + port: notebook-port + scheme: HTTP + initialDelaySeconds: 10 + periodSeconds: 5 + successThreshold: 1 + failureThreshold: 3 + resources: + limits: + cpu: 500m + memory: 2Gi + requests: + cpu: 500m + memory: 2Gi