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+# Sciml-bench
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+
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+https://github.com/stfc-sciml/sciml-bench
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+
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+## Usage
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+
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+[Singularity](https://sylabs.io/singularity/) is used to run these benchmarks.
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+[See the docs](https://sylabs.io/guides/latest/user-guide/quick_start.html#quick-installation-steps) for steps to install Singularity on Linux.
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+
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+This repository contains various Singularity `def` files that define different versions of the containers used to run the [sciml-bench](https://github.com/stfc-sciml/sciml-bench) benchmarks.
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+Unless otherwise stated, the code for the benchmarks remains the same in each case.
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+
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+The differences between the containers produced by each of the def files are outlined below.
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+In all cases, the def files found in the sciml-bench repository were used as a starting point, with only minor changes made.
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+
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+| def file name | container description |
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+|-|-|
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+| | |
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+| | |
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+
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+### Building containers with Singularity
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+
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+```
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+sudo singularity build <container_name>.sif def_files/<container_name>.def
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+```
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+
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+### Running containers
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+
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+```
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+```
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lukehare