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nachocano 2014-12-04 19:02:11 -08:00
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@ -7,12 +7,12 @@ rabit is a light weight library that provides a fault tolerant interface of Allr
Features
====
* Portable library
- Rabit is a library instead of a framework, a program only needs to link the library to run, without restricting to a single framework.
- Rabit is a library instead of a framework, a program only needs to link the library to run.
* Flexibility in programming
- Programs can call rabit functions in any sequence, as opposed to frameworks where callbacks are being offered and are called by the framework, i.e. inversion of control principle.
- Programs persist over all the iterations, unless they fail and recover
- Programs can call rabit functions in any order, as opposed to frameworks where callbacks are offered and called by the framework, i.e. inversion of control principle.
- Programs persist over all the iterations, unless they fail and recover.
* Fault tolerance
- Rabit programs can recover the model and results from synchronized function calls
- Rabit programs can recover the model and results using synchronous function calls.
* MPI compatible
- Code that uses the rabit interface also compiles with existing MPI compilers
- Users can use MPI Allreduce with no code modification