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perf(viscy-data,viscy-utils): read and write each predict volume once - #531

Merged

alxndrkalinin merged 11 commits into

dynacell-modelsfrom

dynacell-predict-read-once

Oct 23, 2026

Merged

perf(viscy-data,viscy-utils): read and write each predict volume once#531
alxndrkalinin merged 11 commits into
dynacell-modelsfrom
dynacell-predict-read-once

Commits on Oct 23, 2026
- perf(viscy-data,viscy-utils): read and write each predict volume once
  
  alxndrkalinin
  and
  claude
  committed
  e062ca3
- refactor(viscy-data,viscy-utils): drop predict_read_once and buffer every write mode
  
  alxndrkalinin
  and
  claude
  committed
  f289fc1
- fix(viscy-utils): buffer predictions in the dtype of an existing output array
  
  alxndrkalinin
  and
  claude
  committed
  cdab0a1
- perf(viscy-data): read the cached predict volume with per-channel basic slices
  
  alxndrkalinin
  and
  claude
  committed
  cd5ef24
- fix(viscy-utils): flush only the planes a buffered volume's windows reached
  
  alxndrkalinin
  and
  claude
  committed
  1b77bba
- fix(viscy-utils): grow the buffered volume for predictions deeper than their window
  
  alxndrkalinin
  and
  claude
  committed
  a356731
- perf(viscy-data): cache the predict volume only without loader workers
  
  alxndrkalinin
  and
  claude
  committed
  f699fd0
- fix(viscy-data): key the cached predict volume on the array object
  
  alxndrkalinin
  and
  claude
  committed
  08c9c28
- perf(viscy-data): fill the cached predict volume in place
  
  alxndrkalinin
  and
  claude
  committed
  7b33d5e
- fix(viscy-utils): keep plane-restricted predicts on per-window writes
  
  alxndrkalinin
  and
  claude
  committed
  bb5de23
- perf(viscy-data): release the cached predict volume before reading the next
  
  alxndrkalinin
  and
  claude
  committed
  708b1f7