Skip to content

Feature/sagemaker inference dockerfile #3

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
josch-san wants to merge 2 commits into
base: main
Choose a base branch
from
Open

Feature/sagemaker inference dockerfile #3

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
c5c3ace
Implement sagemaker inference dockerfile images
josch-san May 15, 2024
6be7a09
Minor update
josch-san May 15, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
14 changes: 14 additions & 0 deletions src/ecr/roof-energy-inference-cpu/Dockerfile
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
# https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/deep-learning-containers-images.html
# https://github.com/aws/deep-learning-containers/blob/master/available_images.md

FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:2.1.0-cpu-py310-ubuntu20.04-sagemaker

RUN apt update \
&& apt install --no-install-recommends -y binutils libproj-dev gdal-bin libgdal-dev \
&& apt clean

RUN python3 -m pip install --upgrade pip --no-cache-dir \
&& pip3 install --upgrade --no-cache-dir astral==3.2 groundingdino-py==0.4.0 leafmap==0.31.3 openpyxl==3.1.2 segment-geospatial==0.10.2

RUN pip3 install setuptools==57.5.0 \
&& pip3 install gdal==$(gdal-config --version)
14 changes: 14 additions & 0 deletions src/ecr/roof-energy-inference-gpu/Dockerfile
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
# https://docs.aws.amazon.com/deep-learning-containers/latest/devguide/deep-learning-containers-images.html
# https://github.com/aws/deep-learning-containers/blob/master/available_images.md

FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:2.1.0-gpu-py310-cu121-ubuntu20.04-sagemaker

RUN apt update \
&& apt install --no-install-recommends -y binutils libproj-dev gdal-bin libgdal-dev \
&& apt clean

RUN python3 -m pip install --upgrade pip --no-cache-dir \
&& pip3 install --upgrade --no-cache-dir astral==3.2 groundingdino-py==0.4.0 leafmap==0.31.3 openpyxl==3.1.2 segment-geospatial==0.10.2

RUN pip3 install setuptools==57.5.0 \
&& pip3 install gdal==$(gdal-config --version)