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FROM ubuntu:22.04 | ||
SHELL ["/bin/bash", "-c"] | ||
RUN apt-get update && apt-get install -y wget cmake git g++ | ||
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RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \ | ||
bash Miniconda3-latest-Linux-x86_64.sh -b -p /opt/miniconda && \ | ||
/opt/miniconda/bin/conda init bash && \ | ||
rm -rf Miniconda3-latest-Linux-x86_64.sh | ||
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RUN eval "$(/opt/miniconda/bin/conda shell.bash hook)" && \ | ||
export CONDA_OVERRIDE_CUDA="12.0" && \ | ||
conda create -y -n dmff_omm -c conda-forge python=3.11 openmm libtensorflow_cc tensorflow-gpu swig numpy && \ | ||
conda activate dmff_omm && \ | ||
TF_VERSION=$(python -c 'import tensorflow as tf; print(tf.__version__)') && \ | ||
wget https://github.com/tensorflow/tensorflow/archive/refs/tags/v$TF_VERSION.tar.gz && \ | ||
tar -xf v$TF_VERSION.tar.gz && \ | ||
mkdir -p ${CONDA_PREFIX}/include/tensorflow/c && \ | ||
cp -r tensorflow-$TF_VERSION/tensorflow/c ${CONDA_PREFIX}/include/tensorflow && \ | ||
rm -r tensorflow-$TF_VERSION v$TF_VERSION.tar.gz | ||
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# install TF C API for cppflow: https://www.tensorflow.org/install/lang_c | ||
# wget https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-gpu-linux-x86_64-$TF_VERSION.tar.gz | ||
# tar -xf libtensorflow-gpu-linux-x86_64-$TF_VERSION.tar.gz -C /usr/local | ||
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RUN eval "$(/opt/miniconda/bin/conda shell.bash hook)" && \ | ||
conda activate dmff_omm && \ | ||
git clone https://github.com/caic99/DMFF.git && \ | ||
git clone https://github.com/serizba/cppflow.git && \ | ||
cd cppflow && \ | ||
git apply ../DMFF/backend/openmm_dmff_plugin/tests/cppflow_empty_constructor.patch && \ | ||
cp -r include/cppflow ${CONDA_PREFIX}/include && \ | ||
cd .. && \ | ||
rm -r cppflow && \ | ||
export OPENMM_INSTALLED_DIR=$CONDA_PREFIX && \ | ||
export CPPFLOW_INSTALLED_DIR=$CONDA_PREFIX && \ | ||
export LIBTENSORFLOW_INSTALLED_DIR=$CONDA_PREFIX && \ | ||
cd DMFF/backend/openmm_dmff_plugin/ && \ | ||
mkdir build && cd build && \ | ||
cmake .. -DOPENMM_DIR=${OPENMM_INSTALLED_DIR} \ | ||
-DCPPFLOW_DIR=${CPPFLOW_INSTALLED_DIR} \ | ||
-DTENSORFLOW_DIR=${LIBTENSORFLOW_INSTALLED_DIR} && \ | ||
make -j && make install && \ | ||
make -j PythonInstall && \ | ||
cd / && rm -r DMFF | ||
# python -m OpenMMDMFFPlugin.tests.test_dmff_plugin_nve -n 100 && \ |