[llvm-dev] GSoC Project - Advanced Heuristics and ML

[Emanuel Lima via llvm-dev]

Ah, now a list of resources is appearing on the projects page of LLVM:

   - HERCULES: Strong Patterns towards More Intelligent Predictive
   Modeling, Eunjung Park; Christos Kartsaklis; John Cavazos, IEEE ICPP’14
   https://ieeexplore.ieee.org/abstract/document/6957226
   - Predictive Modeling in a Polyhedral Optimization Space, Eunjung Park,
   John Cavazos, Louis-Noël Pouchet, Cédric Bastoul, Albert Cohen & P.
   Sadayappan, IJPP’13
   https://link.springer.com/article/10.1007/s10766-013-0241-1
   - Machine Learning in Compiler Optimization, Zheng Wang and Michael
   O’Boyle, IEEE Magazine 2018. https://ieeexplore.ieee.org/document/8357388


I will study them at once.



Em qua., 18 de mar. de 2020 às 21:05, Emanuel Lima <
emanuel.lima.sousa at usp.br> escreveu:

> Did you get a list of papers from EJ by now?
>>
> No. You are the first answer I get :(
>
> Do you have LLVM+Clang+TestSuite set up so you can run the test suite?
>>
>
> Not yet. I was focusing on studying specific things about autotuning. But
> I should have set that up already. I am going to do that now.
>
> We should also look at a small problem to get you started with the
>> upstreaming process. Do you have one already?
>>
>
> No. I was looking for one that would be close to the project, but could
> not find it.
>
>
>
> Em qua., 18 de mar. de 2020 às 20:11, Johannes Doerfert <
> johannesdoerfert at gmail.com> escreveu:
>
>> Hi Emanuel,
>>
>> Apologies for the delay in my responses.
>>
>> Did you get a list of papers from EJ by now?
>> Do you have LLVM+Clang+TestSuite set up so you can run the test suite?
>>
>> We should also look at a small problem to get you started with the
>> upstreaming process. Do you have one already?
>>
>> Thanks,
>>   Johannes
>>
>> On 03/16, Emanuel Lima wrote:
>> > Hello everybody. Last monday I sent an email to the LLVM dev mailing
>> list
>> > saying that I was looking forward to working on these GSoC projects:
>> > *Advanced Heuristics for Ordering Compiler Optimization Passes*
>> > and
>> > *Machine learning and compiler optimizations: using inter-procedural
>> > analysis to select optimization*
>> > I currently do an undergraduate research on compiler autotuning of Rust
>> > code, more specifically, autotuning of optimization passes of the LLVM
>> IR.
>> > I would very much like to work on these projects, but I don't know
>> where to
>> > start. What should be my next steps?
>> > GSoC applications will open soon, so I am a little nervous...
>> >
>> > --
>> > Emanuel Lima
>>
>> --
>>
>> Johannes Doerfert
>> Researcher
>>
>> Argonne National Laboratory
>> Lemont, IL 60439, USA
>>
>> jdoerfert at anl.gov
>>
>
>
> --
> Emanuel Lima
>


-- 
Emanuel Lima
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