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llvm
hpvm-release
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41774a0a
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41774a0a
authored
3 years ago
by
Adel Ejjeh
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[docs] Updating HyperMapper references
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hpvm/docs/developerdocs/components/transformdse.rst
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hpvm/docs/developerdocs/components/transformdse.rst
hpvm/docs/how_to_guides/using-dse.rst
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hpvm/docs/how_to_guides/using-dse.rst
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hpvm/docs/developerdocs/components/transformdse.rst
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@@ -122,7 +122,8 @@ Design Space Exploration
Our optimization framework sets up the parameter space for DSE by
performing a static analysis of the HPVM IR and extracting the
corresponding parameters for every possible optimization. Then, it
interacts with HyperMapper (HM), where in every iteration HM sends a
interacts with `HyperMapper (HM) <https://github.com/luinardi/hypermapper>`,
where in every iteration HM sends a
chosen design sample (i.e. set of values for the parameters) and waits
for a response. For each sample, we apply the optimizations with the
provided parameter values, and then estimate the execution time.
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hpvm/docs/how_to_guides/using-dse.rst
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@@ -3,7 +3,8 @@ Using ``hpvm-dse``
``hpvm-dse`` provides a DSE workflow allowing the optimization of HPVM programs,
supporting any language that can target the IR (currently HPVM-C and HeteroC++).
As an autotuning engine, the it uses HyperMapper, a bayesian optimization tool.
The framework uses `HyperMapper (HM) <https://github.com/luinardi/hypermapper>`
to explore the design space.
Tool Flow
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