Jānis janhouse

0 Followers · 0 Following

• https://www.janhouse.lv
• Joined on 2024-03-26

Repositories

4

Projects Packages Code Public Activity Starred Repositories

search-platform-embedder-gpu (dab0d4af63b759c055785fcc8877b35ca31d89ee)

Published 2026-04-29 21:09:19 +00:00 by janhouse

Installation

Pull the image from the command line:

docker pull git.janhouse.lv/janhouse/search-platform-embedder-gpu:dab0d4af63b759c055785fcc8877b35ca31d89ee

Digest

sha256:0c08439c11e304e2e7463f900908b1bb8d7f8c2bfbdf7da02643a286011bb4a7

For more information on the Container registry, see the documentation.

Image Layers

ARG RELEASE

ARG LAUNCHPAD_BUILD_ARCH

LABEL org.opencontainers.image.version=22.04

ADD file:6d6bdec36f3282e8506d4ebfcecc427191e59c9cf197a51a9e5787e7490eb0d6 in /

CMD ["/bin/bash"]

ARG BASE_IMAGE=ubuntu:22.04

ARG PYTHON_VERSION=3.10

ARG PYTORCH_VERSION=2.10.0

ARG TORCHVISION_VERSION=0.25.0

ARG TORCHAUDIO_VERSION=2.10.0

ARG TRITON_VERSION=3.6.0

ARG APEX_VERSION=1.10.0

ARG ROCM_VERSION=7.2.2

ARG UBUNTU_VERSION=22.04

ARG PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/

LABEL org.opencontainers.image.ref.name=rocm/pytorch:rocm7.2.2_ubuntu22.04_py3.10_pytorch_release_2.10.0

ENV DEBIAN_FRONTEND=noninteractive

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c echo "tzdata tzdata/Areas select Etc" | debconf-set-selections && echo "tzdata tzdata/Zones/Etc select UTC" | debconf-set-selections # buildkit

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c apt update && apt install -y wget software-properties-common curl rsync dialog git gnupg # buildkit

ENV PATH=/opt/rocm/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin LD_LIBRARY_PATH=/opt/rocm/lib

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c add-apt-repository ppa:deadsnakes/ppa && apt update && apt install -y python${PYTHON_VERSION} python3-pip python3-venv && if [ "${PYTHON_VERSION}" = "3.10" ]; then apt install -y --no-install-recommends python${PYTHON_VERSION}-dev python${PYTHON_VERSION}-distutils python${PYTHON_VERSION}-venv; elif [ "${PYTHON_VERSION}" = "3.12" ]; then apt install -y --no-install-recommends python${PYTHON_VERSION}-dev python${PYTHON_VERSION}-venv; else echo "Only PYTHON_VERSION 3.10 or 3.12 is supported" && exit 1; fi && apt clean && rm -rf /var/lib/apt/lists/* # buildkit

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c python${PYTHON_VERSION} -m venv /opt/venv && . /opt/venv/bin/activate && /opt/venv/bin/python -m pip install --upgrade pip setuptools && /opt/venv/bin/python -m pip install hypothesis scipy ninja # buildkit

ENV PATH=/opt/venv/bin:/opt/rocm/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c set -eux; mkdir -p --mode=0755 /etc/apt/keyrings; wget -qO- https://repo.radeon.com/rocm/rocm.gpg.key | gpg --dearmor | tee /etc/apt/keyrings/rocm.gpg > /dev/null; if [ "$PYTHON_VERSION" = "3.12" ]; then CODENAME=noble; elif [ "$PYTHON_VERSION" = "3.10" ]; then CODENAME=jammy; else echo "Only PYTHON_VERSION 3.10 or 3.12 is supported" && exit 1; fi; printf 'deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/%s %s main\n' "${ROCM_VERSION}" "${CODENAME}" > /etc/apt/sources.list.d/rocm.list; printf '%s\n' 'Package: *' 'Pin: release o=repo.radeon.com' 'Pin-Priority: 600' > /etc/apt/preferences.d/rocm-pin-600; apt-get update; apt-get install -y --no-install-recommends rocm python3-setuptools python3-wheel; apt-get clean && rm -rf /var/lib/apt/lists/* # buildkit

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c set -e && WHEEL_INDEX="${PYTORCH_WHEEL_INDEX:-https://repo.radeon.com/rocm/manylinux/rocm-rel-${ROCM_VERSION}/}" && echo "Installing from $WHEEL_INDEX Python $PYTHON_VERSION" && pip install --no-cache-dir --find-links "${WHEEL_INDEX}" --prefer-binary "torch==${PYTORCH_VERSION}" "torchvision==${TORCHVISION_VERSION}" "torchaudio==${TORCHAUDIO_VERSION}" "triton==${TRITON_VERSION}" && pip install --no-cache-dir --find-links "${WHEEL_INDEX}" --prefer-binary "apex==${APEX_VERSION}" && for pkg in torch torchvision torchaudio triton apex; do pip show "$pkg" >/dev/null 2>&1 || { echo "ERROR: $pkg missing"; exit 1; }; done # buildkit

RUN |10 BASE_IMAGE=ubuntu:22.04 PYTHON_VERSION=3.10 PYTORCH_VERSION=2.10.0 TORCHVISION_VERSION=0.25.0 TORCHAUDIO_VERSION=2.10.0 TRITON_VERSION=3.6.0 APEX_VERSION=1.10.0 ROCM_VERSION=7.2.2 UBUNTU_VERSION=22.04 PYTORCH_WHEEL_INDEX=https://repo.radeon.com/rocm/manylinux/rocm-rel-7.2.2/ /bin/sh -c git clone https://github.com/ROCm/pytorch-micro-benchmarking /var/lib/jenkins/pytorch-micro-benchmarking && ln -sf /usr/bin/python3 /usr/bin/python # buildkit

WORKDIR /app

COPY docker/dockerfiles/embedder/requirements.txt . # buildkit

RUN /bin/sh -c pip install --no-cache-dir -r requirements.txt # buildkit

RUN /bin/sh -c python -c "from sentence_transformers import SentenceTransformer; SentenceTransformer('sentence-transformers/LaBSE')" # buildkit

EXPOSE [8000/tcp]

WORKDIR /app

COPY docker/dockerfiles/embedder/main.py . # buildkit

CMD ["uvicorn" "main:app" "--host" "0.0.0.0" "--port" "8000"]

Labels

Key	Value
org.opencontainers.image.ref.name	rocm/pytorch:rocm7.2.2_ubuntu22.04_py3.10_pytorch_release_2.10.0
org.opencontainers.image.version	22.04

Details

Container

2026-04-29 21:09:19 +00:00

3

OCI / Docker

linux/amd64

11 GiB

Versions (5) View all

69c7e1d65e12ed3a662b70be7d714d5f4ff96f71 2026-04-30

latest 2026-04-30

e921731991fb69b1be14dc190cd08992a4b284e7 2026-04-30

dab0d4af63b759c055785fcc8877b35ca31d89ee 2026-04-29

7544019bc11346cc7b35a3e59dfb1f617d7181d3 2026-04-29