Dexter: A Compiler for Lifting C++ Code to Halide

Dexter is a proof-of-concept compiler prototype designed to rejuvenate legacy image and array processing C++ code by re-writing it to the Halide DSL, thus enabling cross-platform optimization and portability. Given an operation implemented in C++, Dexter uses Verified Lifting, a combination of program synthesis and verification, to discover the algorithm hidden in the low-level code. Once discovered, the algorithm is then compiled to new hardware using Halide, avoiding manual reimplementation.

Visit our project website for more information.

Building Dexter

Building the Java backend

The Dexter backend is implemented in Java and can be compiled using IntelliJ. All dependencies needed to build the backend can be found in the lib directory. You can also find the latest pre-built jars under build/artifacts.

Building the Clang front-end

The Dexter front-end is implemented in C++ using Clang. To compile the front-end, you will need Clang v7.1.0, llvm-7 and llvm-7-tools. Once all dependencies are installed, cd to src/dexter/frontend/clang directory and run the make command. The latest pre-built binary for the C++ front-end can be found in src/dexter/frontend/clang/bin.

Running Dexter

Instructions on how to use Dexter can be found by running java -jar /path/to/Dexter.jar as shown below.

$ java -jar build/artifacts/dexter.jar
 --cpp-frontend-dir (-cf)               : Root directory of the Clang frontend
 <cpp-frontend-dir>                        
 --dsl <output-file-path>               : Write output to this file
 --generate-intermediate-files (-i,     : Generate intermediate files (default:
 --gen-intermediate)                      false)
 --log (-l)                             : Generate log files for cegis runs
                                          (default: false)
 --mode (-m) VAL                        : Mode to run the compiler in (Options:
                                          legacy and intentional). Legacy mode
                                          allows more language features such as
                                          pointers but does suffers from a
                                          lower success-rate. (default:
                                          intentional)
 --output (-o) <output-file-path>       : Write output to this file
 --skip-frontend (-nf)                  : Do not run the Clang frontend (VC
                                          Generator) (default: false)
 --source (-s, --src) <input-file-path> : Source C++ file to translate
 --use-output-logs (-ul)                : Use saved output logs instead of
                                          running the synthesizer (default:
                                          false)
 --verbose (-v) N                       : Level of verbosity (default: 0)

To compile the sample code provided in test/basic/blend.cpp, you can use the following command in the root directory of this repository:

$ java -jar build/artifacts/dexter.jar --cpp-frontend-dir src/dexter/frontend/clang/ --src test/basic/blend.cpp -v 1

Contact

Casper is written by Maaz Bin Safeer Ahmad at the University of Washington. Please get in touch if you have any questions or feedback!

neoskypig / dexter