transformers/docker/transformers-tensorflow-gpu/Dockerfile

26 lines
1 KiB
Text
Raw Normal View History

FROM nvidia/cuda:12.1.0-cudnn8-devel-ubuntu22.04
Adding Docker images for transformers + notebooks (#3051) * Added transformers-pytorch-cpu and gpu Docker images Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added automatic jupyter launch for Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Move image from alpine to Ubuntu to align with NVidia container images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added TRANSFORMERS_VERSION argument to Dockerfile. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Pytorch-GPU based Docker image Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Tensorflow images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Use python 3.7 as Tensorflow doesnt provide 3.8 compatible wheel. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remove double FROM instructions on transformers-pytorch-cpu image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-tensorflow-gpu Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * use the correct ubuntu version for tensorflow-gpu Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added pipelines example notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-cpu and transformers-gpu (including both PyTorch and TensorFlow) images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Docker images doesnt start jupyter notebook by default. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Tokenizers notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update images links Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update Docker images to python 3.7.6 and transformers 2.5.1 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added 02-transformers notebook. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Trying to realign 02-transformers notebook ? Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Transformer image schema * Some tweaks on tokenizers notebook * Removed old notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Attempt to provide table of content for each notebooks Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Second attempt. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reintroduce transformer image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Keep trying Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * It's going to fly ! Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remaining of the Table of Content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix inlined elements for the table of content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed anaconda dependencies for Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removing notebooks ToC Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added LABEL to each docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed old Dockerfile Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Directly use the context and include transformers from here. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce overall size of compiled Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Install jupyter by default and use CMD for easier launching of the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce number of layers in the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added README.md for notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix notebooks link in README Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix some wording issues. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added blog notebooks too. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing spelling errors in review comments. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> Co-authored-by: MOI Anthony <xn1t0x@gmail.com>
2020-03-04 16:45:57 +00:00
LABEL maintainer="Hugging Face"
ARG DEBIAN_FRONTEND=noninteractive
Adding Docker images for transformers + notebooks (#3051) * Added transformers-pytorch-cpu and gpu Docker images Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added automatic jupyter launch for Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Move image from alpine to Ubuntu to align with NVidia container images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added TRANSFORMERS_VERSION argument to Dockerfile. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Pytorch-GPU based Docker image Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Tensorflow images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Use python 3.7 as Tensorflow doesnt provide 3.8 compatible wheel. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remove double FROM instructions on transformers-pytorch-cpu image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-tensorflow-gpu Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * use the correct ubuntu version for tensorflow-gpu Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added pipelines example notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-cpu and transformers-gpu (including both PyTorch and TensorFlow) images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Docker images doesnt start jupyter notebook by default. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Tokenizers notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update images links Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update Docker images to python 3.7.6 and transformers 2.5.1 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added 02-transformers notebook. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Trying to realign 02-transformers notebook ? Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Transformer image schema * Some tweaks on tokenizers notebook * Removed old notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Attempt to provide table of content for each notebooks Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Second attempt. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reintroduce transformer image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Keep trying Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * It's going to fly ! Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remaining of the Table of Content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix inlined elements for the table of content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed anaconda dependencies for Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removing notebooks ToC Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added LABEL to each docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed old Dockerfile Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Directly use the context and include transformers from here. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce overall size of compiled Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Install jupyter by default and use CMD for easier launching of the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce number of layers in the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added README.md for notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix notebooks link in README Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix some wording issues. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added blog notebooks too. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing spelling errors in review comments. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> Co-authored-by: MOI Anthony <xn1t0x@gmail.com>
2020-03-04 16:45:57 +00:00
RUN apt update
RUN apt install -y git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-pip ffmpeg
RUN python3 -m pip install --no-cache-dir --upgrade pip
Adding Docker images for transformers + notebooks (#3051) * Added transformers-pytorch-cpu and gpu Docker images Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added automatic jupyter launch for Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Move image from alpine to Ubuntu to align with NVidia container images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added TRANSFORMERS_VERSION argument to Dockerfile. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Pytorch-GPU based Docker image Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Tensorflow images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Use python 3.7 as Tensorflow doesnt provide 3.8 compatible wheel. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remove double FROM instructions on transformers-pytorch-cpu image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-tensorflow-gpu Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * use the correct ubuntu version for tensorflow-gpu Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added pipelines example notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-cpu and transformers-gpu (including both PyTorch and TensorFlow) images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Docker images doesnt start jupyter notebook by default. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Tokenizers notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update images links Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update Docker images to python 3.7.6 and transformers 2.5.1 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added 02-transformers notebook. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Trying to realign 02-transformers notebook ? Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Transformer image schema * Some tweaks on tokenizers notebook * Removed old notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Attempt to provide table of content for each notebooks Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Second attempt. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reintroduce transformer image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Keep trying Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * It's going to fly ! Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remaining of the Table of Content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix inlined elements for the table of content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed anaconda dependencies for Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removing notebooks ToC Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added LABEL to each docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed old Dockerfile Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Directly use the context and include transformers from here. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce overall size of compiled Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Install jupyter by default and use CMD for easier launching of the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce number of layers in the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added README.md for notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix notebooks link in README Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix some wording issues. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added blog notebooks too. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing spelling errors in review comments. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> Co-authored-by: MOI Anthony <xn1t0x@gmail.com>
2020-03-04 16:45:57 +00:00
ARG REF=main
RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
RUN python3 -m pip install --no-cache-dir -e ./transformers[dev-tensorflow,testing]
Adding Docker images for transformers + notebooks (#3051) * Added transformers-pytorch-cpu and gpu Docker images Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added automatic jupyter launch for Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Move image from alpine to Ubuntu to align with NVidia container images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added TRANSFORMERS_VERSION argument to Dockerfile. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Pytorch-GPU based Docker image Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Tensorflow images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Use python 3.7 as Tensorflow doesnt provide 3.8 compatible wheel. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remove double FROM instructions on transformers-pytorch-cpu image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-tensorflow-gpu Docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * use the correct ubuntu version for tensorflow-gpu Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added pipelines example notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added transformers-cpu and transformers-gpu (including both PyTorch and TensorFlow) images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Docker images doesnt start jupyter notebook by default. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Tokenizers notebook Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update images links Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update Docker images to python 3.7.6 and transformers 2.5.1 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added 02-transformers notebook. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Trying to realign 02-transformers notebook ? Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added Transformer image schema * Some tweaks on tokenizers notebook * Removed old notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Attempt to provide table of content for each notebooks Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Second attempt. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reintroduce transformer image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Keep trying Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * It's going to fly ! Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remaining of the Table of Content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix inlined elements for the table of content Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed anaconda dependencies for Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removing notebooks ToC Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added LABEL to each docker image. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed old Dockerfile Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Directly use the context and include transformers from here. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce overall size of compiled Docker images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Install jupyter by default and use CMD for easier launching of the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Reduce number of layers in the images. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added README.md for notebooks. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix notebooks link in README Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix some wording issues. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added blog notebooks too. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing spelling errors in review comments. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> Co-authored-by: MOI Anthony <xn1t0x@gmail.com>
2020-03-04 16:45:57 +00:00
# If set to nothing, will install the latest version
ARG TENSORFLOW='2.13'
RUN [ ${#TENSORFLOW} -gt 0 ] && VERSION='tensorflow=='$TENSORFLOW'.*' || VERSION='tensorflow'; python3 -m pip install --no-cache-dir -U $VERSION
RUN python3 -m pip uninstall -y torch flax
RUN python3 -m pip install -U "itsdangerous<2.1.0"
RUN python3 -m pip install --no-cache-dir -U "tensorflow_probability<0.22"
# When installing in editable mode, `transformers` is not recognized as a package.
# this line must be added in order for python to be aware of transformers.
RUN cd transformers && python3 setup.py develop