Slicer3:Large scale experiment control brainstorming
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Goal
To provide Slicer3 with a mechanism for submitting, monitoring, and summarizing large scale experiments that utilize Slicer3 modules, particularly the Command Line Modules. This page summarizes our thoughts, requirements, and experiments to date.
There are two introductory use cases that we wish to support:
- Slicer3 is used interactively to select a set of parameters for an algorithm or workflow on a single dataset. Then, these parameters are applied to N datasets non-interactively.
- Slicer3 is used interactively to select a subset of parameters for an algorithm or workflow on a single dataset. Then, the remaining parameter space is searched non-interactively. Various parameter space evaluation techniques could be employed, the simplest of which is to sample the space of (param1, param2, param3).