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We want an array library that supports both CPU and GPU with sufficiently rich set of operations.
Overdue by 9 month(s)•Due by April 1, 2025•1/1 issues closedThis milestone is similar to milestone/2 but can be independent. It may use validated SPNG decon or OSP decon as input.
No due dateThis requires defining conventions for Tensor representations of decon waveform (with different filterings) as well as ROIs. ROI representation might be some form of masked tensor or a small type int (bool, int8) giving 0/1 values.
No due dateThis in addition to "simply" using Torch tensors, this requires inventing new GPU/SIMD-friendly algorithms equivalent to the various heuristic algorithms in OSP. The SPNG ROI finding should be factored into a number of different WCT DFP graph nodes. Some of these will operate at the data scope of a single wire plane, others will require bringing together intermediate ROI representation across planes.
No due dateEnough SPNG developed to allow a WCT DFP graph ``` IFrame -> [SPNG subgraph] -> IFrame ```
No due dateUsing common input, which may be simulation, but which spans tracks with multiple directions, we demonstrate nearly identical results from the deconvolution between SPNG and OSP. To perform this, we will use OSP's feature to extract the "decon" tagged traces.
No due date- No due date