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This framework incorporates RAxML (build 7.6.2; SSE.MPI, compiled from source (https://github.com/stamatak/standard-RAxML (refs 42,43)) and a modified build of version 4.4b of PAML45; available on request) where input/output (I/O) functions were adjusted to facilitate parallel cluster implementation.
Since a graphics processing unit (GPU) was employed to facilitate parallel computation, the dual-modality system can acquire, reconstruct and display two-dimensional PA images with a frame rate up to 10 Hz, which is only limited by the pulse repetition rate of the laser.
This can facilitate parallel implementation and/or improved convergence speed.
During this period, new cloud instances could be launched in order to facilitate parallel processing and hence increase the speed of data retrieval and updating.
The requirement for consensus is expressed as constraints where an auxiliary variable is introduced to facilitate parallel processing, and the resulting constrained optimization problem is solved under the Augmented Lagrangian framework.
Another thing is, if these constraints are removed, special advantages may be obtained, for instance, adaptively adjusting the amount of particles according to the requirement of the system, and disregarding unbiasedness so as to preserve particle variety, alleviate impoverishment, or facilitate parallel processing.
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SPUR is a RISC-based multiprocessor workstation being designed to facilitate parallel-processing research.
The action is updated to the 1970s, apparently to facilitate parallels to early films by Pedro Almodóvar.
This in turn facilitates parallel and hardware implementations of volume rendering.
Fractions with soluble, size-separated proteins facilitated parallel readout with antibody arrays, shotgun mass spectrometry (MS) and immunoprecipitation followed by MS (IP-MS).
Other advantages are the highly parallel structure of the proposed solution, which facilitates parallel training and execution stages, and the relatively small number of control parameters.
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CEO of Professional Science Editing for Scientists @ prosciediting.com