The next version of the premier CUDA/OpenMP fitting program for HEP analysis, GooFit 2.0, has been released. GooFit is now easy to build on a wide variety of Unix systems, and supports debuggers and IDEs. GooFit is faster, has unit tests, and working examples. More PDFs and examples have been added, as well as newly released example datasets that are downloaded automatically. GooFit now has built in support for MPI, and can use that to deploy to multiple graphics cards on the same machine. A new command line parser (CLI11) and drastically improved logging and errors have made code easier to write and debug. Usage of GooFit specific terminology is now reduced, using standard Thrust or CUDA terms when possible, lowering the barrier for new developers. A new Python script has been added to assist users converting from pre 2.0 code.
The file structure of GooFit and the build system have been completely revamped.
The fake nvcc features have been removed, as have the rootstuff copies of
ROOT classes. PDFs are now organized by type and compile and link separately.
Multiple PDF caching support has improved. The build system now uses CMake and
manages external libraries.
A new feature of the CMake build system is GooFit Packages, which are complete packages that can be added to GooFit and built, allowing analysis code to live in a separate location from GooFit, rather than the old method of simply forking GooFit and adding your analysis manually. A GooFit Package can be made into an example trivially. See this package for an example.
GooFit 2.0 will receive continuing support while development on GooFit 2.1 presses on.
Links:
GooFit on GitHub • GooFit webpage • API documentation
Key features:
- New 4-body Dalitz plot support and example
- New 4 body signal generation example and time-dependent Dalitz plot generation example powered by MCBooster
- Restructured files with script to aid in renaming includes, available for assisting existing projects in converting to 2.0
- CMake build system: See Issue 22
and PR 23.
- Auto compute capability detection based on detected GPUs
- Auto CUDA/OMP selection
- Added CPP single threaded backend, support for macOS and IDEs/debuggers
- Separable compilation for PDFs
- Support for more compilers, such as Clang and Intel
- Macros for
CMakeLists.txtfor adding a new package in 2-3 lines - Auto linking for build directory
- Auto download of dependencies through git submodules and CMake
- Data for examples automatically downloaded
- CUDA 7.0+ required, C++11 compliant compiler required. Large portions of the
code have been moved to cleaner C++11 syntax, both by hand and with the
clang-tidytool (PR 86 and PR 88). - ROOT 6 recommended, but no longer required
- Fixes for building examples, nicer warnings with incorrect command line parameters
- Rootstuff, fakecuda, and other hacks removed (PR 56)
- Examples have a script that run all of them with timing info
- Travis CI builds (PR 32)
- Improved documentation, automatically builds on changes to master
- Added optional
GooFit::Application, based on CLI11, with standard GooFit options and logging output, fully user extendable for new options. See PR 26 and Issue 33. - Better naming to match CUDA (PR 61)
- Added the GooFit namespace to all GooFit classes and variables.
- Better Variable based caching with multi-pdf support (PR 65 and PR 68)
- Logging and formatting support, cleanup of old commented code (PR 66)
- Support for Minuit2 (default and available without ROOT) joins Minuit1, rebuilt fitters provide better output and automatic timing information
- CountingVariable added for MPI ready event numbers
- Added MPI support in PR 51, supporting multiple GPUs per node and multiple nodes
- Added preliminary Python bindings using pybind11
- Started a new tutorial series, GooFit 2torial, to replace GooTorial
- Added a changelog and version information