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The key strength of the application specific dynamical systems (ASDS) approach lies in the fact that all variables are updated in parallel.
On each multigrid level, we employ a block-Jacobi smoother, which maintains algorithmic scalability as all elements can be updated in parallel.
Thus node activations are effectively updated in parallel.
Next, lateral avalanching (in the y-direction) was determined for each cell and updated in parallel.
All top nodes in the layer can be updated in parallel, since none of the computed values affects the values of other nodes being updated.
To avoid any memory interference, the nodal values of neighbouring subdomains are updated in parallel in one direction at a time.
Similar(42)
In the SEM, appropriately defined entities, denominated "spy elements", inspect their neighbourhood and without atomic memory operations update in parallel all the dynamic data dependencies, including those between themselves, between the original objects of the current problem and among entities of different kind.
Apply the recursive recognition process including the two measurement detection and updating in parallel at each PE.
The updating of the neuronal states can be operated: - either sequentially, after having chosen a certain order for the neurones, - or block-sequentially, by operating the updating in parallel in each sub-network of a partition of R and by afterwards activating these sub-networks sequentially, - or in a massively parallel fashion if only one sub-network exists.
In the execution part, the LLRSUM and LLREX are read out from the RAMs, updated in the Σ parallel LMMSA cores, and written back to the RAMs, thus forming the LLRSUM loop and the LLREX loop, as marked red in Figure 6.
All nodes in one layer can be updated entirely in parallel since there are no dependencies between the computed nodes, since the value of a top node does not depend on other top nodes, see Figure 15(c).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com