56 lines
1.7 KiB
Docker
56 lines
1.7 KiB
Docker
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
# ==============================================================================
|
|
ARG FROM_IMAGE_NAME=nvcr.io/nvidia/tensorflow:21.02-tf2-py3
|
|
FROM ${FROM_IMAGE_NAME}
|
|
|
|
RUN apt-get update && apt-get install -y pbzip2 pv bzip2 libcurl4 curl
|
|
|
|
WORKDIR /workspace
|
|
ENV HOME /workspace
|
|
|
|
WORKDIR /workspace
|
|
RUN git clone https://github.com/openai/gradient-checkpointing.git
|
|
RUN git clone https://github.com/attardi/wikiextractor.git
|
|
RUN git clone https://github.com/soskek/bookcorpus.git
|
|
RUN git clone https://github.com/titipata/pubmed_parser
|
|
|
|
RUN pip3 install /workspace/pubmed_parser
|
|
|
|
# Environment
|
|
ENV LANG C.UTF-8
|
|
ENV LC_ALL C.UTF-8
|
|
|
|
# Install Python 3 packages
|
|
RUN pip3 install \
|
|
requests \
|
|
tqdm \
|
|
horovod \
|
|
sentencepiece \
|
|
tensorflow_hub \
|
|
pynvml \
|
|
wget \
|
|
progressbar \
|
|
git+https://github.com/NVIDIA/dllogger
|
|
|
|
WORKDIR /workspace/bert_tf2
|
|
# Copy model into image - This can be overridden by mounting a volume to the same location.
|
|
COPY . .
|
|
ENV PYTHONPATH="/workspace/wikiextractor:/workspace/bert_tf2:${PYTHONPATH}"
|
|
|
|
#disable lazy compilatoin
|
|
ENV TF_XLA_FLAGS="--tf_xla_enable_lazy_compilation=false"
|
|
|
|
ENV TF_DEVICE_MIN_SYS_MEMORY_IN_MB=2048
|