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paschalis.mp/pldi21

LLVM Backend for the Android compiler (ART)

Experimental backend for increasing the code transformation size of the default Android backend. Was used the below input-driven compiler optimization framework, based on iterative compilation:

PLDI'21: Developer and User Transparent Compiler Optimization for Interactive Applications
Paschalis Mpeis, Pavlos Petoumenos, Kim Hazelwood, Hugh Leather,

@inproceedings{mpeis2021developer,
  title={Developer and User-Transparent Compiler Optimization for Interactive Applications},
  author={Mpeis, Paschalis and Petoumenos, Pavlos and Hazelwood, Kim and Leather, Hugh},
  booktitle={42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation},
  year={2021},
  organization={ACM Digital Library}
}

A. Code structure:

All modified/additional files can be found here: FILES.md.

B. AOSP Compilations:

Several components must be compiled and installed on a mobile device. The compilation is explained below.
Once compilation is done, those components have to be installed through magisk-modules.

B1. Setting up the AOSP sources + repositories:

First the sources have to be setup.

B1.1 Download AOSP sources:

You might also want to check the official guide. At the time of writing this README the below worked:

repo init -u https://android.googlesource.com/platform/manifest -b android10-release --partial-clone --clone-filter=blob:limit=10M
# (authentication method can also be used)
repo sync -j32
B1.2 Add new repositories:

The following repositories should be put in the AOSP ROOT directory:

B2. Compile LLVM Compiler: external/llvmx

libLLVM.so, llvm-link, opt, llc, lld need to be generated.

See external/llvmx for instructions.

This repository should be placed at:
<AOSP-ROOT>/external/llvmx

B3 ART Components

B3.1 platform/bionic

Modifications to the linker that will allow loading shared libraries that were compiled by the LLVM backend. linker and linker64 need to be generated.

This repository should be placed at:
<AOSP-ROOT>/bionic

Compilation:

m linker 2>&1
B3.2 Compile ART Runtime, Compiler, and Compiler Driver

libart.so, libart-compiler.so, and dex2oat need to be generated using:

This repository should be placed at:
<AOSP ROOT>/art

Compilation:

m -j16 libart libart-compiler dex2oat 2>&1

Additional compilations notes: COMPILATION.md

C. Use the LLVM backend:

  1. Make sure that every needed component is compiled (see AOSP Compilations).
  2. Make sure that these components are installed on a supported device (tested mainly on Flame).
  3. Then demo app should be installed.
  4. Finally, the scripts at tools/llvm can be used for compiling a hot region of the demo app.