Repository navigation
docs: v1.8.4 — document third v1.6 blocker (memory ceiling at 10m) - #7
Merged
Merged
Conversation
Updates v1.6 deferral Roadmap entry with all three identified
blockers from multiple v1.6 attempts:
1. Polygon coverage (data; 3 of 9 polygons fit cleanly at 10m
with the 100km horizon-march buffer)
2. File-resolver gap (closed in v1.8.3 by --lola-source flag)
3. Memory ceiling at 10m + 100km buffer (per-tile output array
~70 GB vs the GB10's 119 GB unified memory; OOM took the
entire tmux session ~46s into the first tile)
Adds 'tile-internal chunking architecture' to 'Where this goes
next' as the v1.9+ scope that resolves blocker 3 and unblocks
10m + finer analysis at the candidate-region geographic extent.
Sketch: split each polygon-tile into ~16 sub-tiles of ~5500x5500
pixels with ~10000-pixel buffer overlap, process sequentially on
GPU with mempool drains between sub-tiles, stitch outputs.
No methodology, data, or validation changes; v1.5/v1.7/v1.8
headline numbers (56/69 = 81.2%, median 1.69 km) unchanged.
Test count and CI behaviour unchanged (391 collected, 382 passed,
9 skipped — LEND + Robbins data-gated).
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Updates v1.6 deferral Roadmap entry with all three identified blockers from multiple v1.6 attempts:
Adds 'tile-internal chunking architecture' to 'Where this goes next' as the v1.9+ scope that resolves blocker 3 and unblocks 10m + finer analysis at the candidate-region geographic extent. Sketch: split each polygon-tile into ~16 sub-tiles of ~5500x5500 pixels with ~10000-pixel buffer overlap, process sequentially on GPU with mempool drains between sub-tiles, stitch outputs.
No methodology, data, or validation changes; v1.5/v1.7/v1.8 headline numbers (56/69 = 81.2%, median 1.69 km) unchanged.
Test count and CI behaviour unchanged (391 collected, 382 passed, 9 skipped — LEND + Robbins data-gated).
Summary
What this PR does, in 1–3 sentences.
Motivation
Why this change is worth making (link the issue if there is one).
Checklist
ruff check .passesruff format --check .passespytestpasses locally# noqareason if not)reflected in the README or the relevant module docstring
downloaded data (or are guarded with
pytest.mark.skipif)Scope notes
to expect in follow-ups).