Dockerfile-gss

# syntax=docker/dockerfile:experimental

# 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.

# First build the base image `nemo-chime7` usng the Dockerfile under nemo root
ARG BASE_IMAGE=nemo-chime7

# build an image that includes only the nemo dependencies, ensures that dependencies
# are included first for optimal caching, and useful for building a development
# image (by specifying build target as `nemo-deps`)
FROM ${BASE_IMAGE} as nemo-deps

# copy scripts/examples/tests into container for end user
WORKDIR /workspace/nemo

RUN pip uninstall -y 'cupy-cuda118'
RUN pip install --no-cache-dir -f https://pip.cupy.dev/pre/ "cupy-cuda11x[all]==12.1.0"
RUN pip install git+http://github.com/desh2608/gss
RUN pip install optuna
RUN pip install lhotse==1.14.0
RUN pip install --upgrade jiwer

WORKDIR /workspace/nemo
COPY nemo /workspace/nemo/nemo
COPY examples /workspace/nemo/examples
COPY scripts /workspace/nemo/scripts