Dockerfile.ci

# syntax=docker/dockerfile:1-labs

# Copyright (c) 2019, 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 BASE_IMAGE=nvcr.io/nvidia/pytorch:24.07-py3
ARG IMAGE_LABEL
FROM ${BASE_IMAGE}
ARG IMAGE_LABEL
LABEL "nemo.library"=${IMAGE_LABEL}

ENV TRANSFORMERS_OFFLINE=0
ENV HYDRA_FULL_ERROR=1
ENV PYTHONUNBUFFERED=1

# APT packages
RUN <<"EOF" bash -ex
apt-get update
apt-get install -y bc libsox-fmt-all -y
apt-get clean
EOF

WORKDIR /workspace

RUN \
  --mount=type=bind,source=requirements,target=requirements \
  --mount=type=bind,source=tools,target=tools \
  --mount=type=bind,source=reinstall.sh,target=reinstall.sh \
  --mount=type=bind,source=setup.py,target=setup.py \
  --mount=type=bind,source=nemo/package_info.py,target=nemo/package_info.py \
  --mount=type=bind,source=nemo/__init__.py,target=nemo/__init__.py <<"EOF" bash -ex

  HEAVY_DEPS=TRUE bash reinstall.sh "dev"

  # Megatron Core installation
  cp -r /opt/Megatron-LM /workspace
  export PYTHONPATH="${PYTHONPATH}:/workspace/Megatron-LM"
EOF

# Copy over NeMo code
COPY ./ ./
RUN <<"EOF" bash -ex
pip install --no-cache-dir --no-build-isolation ".[all]"

# set permission
chmod 777 -R /workspace
EOF

ENV PYTHONPATH="${PYTHONPATH}:/workspace/Megatron-LM"