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bo-ptycho/TODO.md
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2026-08-16 02:53:20 +09:00

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# TODO:
- fold_slice:
- load diffractions / hdf5 files; change only param per job
- restructure `FoldSlicePtychoEngine.__init__()` to load data but not params
- write new `prepare_data.m`
- start fold_slice from config.yaml instead of setup.txt
- BO train_x/y transfer between engines for single job
- multi-GPU dispatcher
- synchronous batched BO
- asynchronous BO
- metric() function(s) for each ptycho engine
- FRC score
- separate `config` into `bo_config` and `ptycho_config`; let `BOEngine` have no knowledge of ptychography and vice versa.
- add GPU version of ExamplePtychoEngine
- change `PtychoEngine.metric()` to accept list of names and return dict
- rename `BOEngine` to `Sampler`
- organize results/
- possibly: `[dataset name]/[salient config]-[date]/`
# TODAY:
- separation of available GPUs and parallel BO batches
- prepare next batch for efficient GPU use
- `GridSampler`
- `.__init__()` should create a grid
- `.ask()` should remove those items from the grid