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Boris Bonev's avatar
adding spherical attention  
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# SPDX-FileCopyrightText: Copyright (c) 2025 The torch-harmonics Authors. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain the above copyright notice, this
# list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above copyright notice,
# this list of conditions and the following disclaimer in the documentation
# and/or other materials provided with the distribution.
#
# 3. Neither the name of the copyright holder nor the names of its
# contributors may be used to endorse or promote products derived from
# this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#

# build after cloning in directoy torch_harmonics via
# docker build . -t torch_harmonics

FROM nvcr.io/nvidia/pytorch:24.12-py3

# we need this for tests
RUN pip install parameterized

# we install this for the examples
RUN pip install wandb

# cartopy
RUN pip install cartopy

# h5py
RUN pip install h5py

# natten
RUN cd /opt && git clone https://github.com/SHI-Labs/NATTEN natten  && \
    cd natten && \
    make WITH_CUDA=1 \
    	 CUDA_ARCH="7.0;7.2;7.5;8.0;8.6;8.7;9.0" \
	 WORKERS=4

# install torch harmonics
COPY . /workspace/torch_harmonics

# The custom CUDA extension does not suppport architerctures < 7.0
ENV FORCE_CUDA_EXTENSION=1
ENV TORCH_CUDA_ARCH_LIST="7.0 7.2 7.5 8.0 8.6 8.7 9.0+PTX"
RUN cd /workspace/torch_harmonics && pip install --no-build-isolation .