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Commits
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a047275760 |
spot_finding: fix the GPU finder's main loop, which the tests could not reach
Two bugs in analyze_pixel, both confined to the middle stage of the wave.
The kernel walks each wave's rows in three stages. The priming and drain
loops read prev_out and substitute INT32_MAX for a pixel the previous pass
found strong, exactly as the CPU finder's value_at() does on every read. The
main loop did not - it read the image raw. So in the second pass the pixels
the first pass found strong stayed in the background statistics, inflating the
local mean and variance, and the halo of every broad spot failed the
signal-to-noise test. The two engines therefore did not agree, despite
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4bdb229fb8 |
spot_finding: find connected components on the GPU
Build Packages / build:viewer-tgz:cpu (push) Successful in 7m46s
Build Packages / build:viewer-tgz:cuda (push) Successful in 9m14s
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Build Packages / XDS test (durin plugin) (push) Successful in 8m33s
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Build Packages / DIALS test (push) Successful in 14m29s
Build Packages / XDS test (neggia plugin) (push) Successful in 8m17s
Build Packages / XDS test (JFJoch plugin) (push) Successful in 9m5s
Build Packages / Unit tests (push) Successful in 1h16m19s
Build Packages / build:windows:nocuda (push) Failing after 2s
Build Packages / build:windows:cuda (push) Failing after 3s
The spot finder flagged strong pixels on the device and then labelled them on the host, so every frame sent the packed bitmask back - 2.26 MB on a large detector - and the host walked all of it to recover a few hundred pixels. Do the labelling on the device instead: compact the bitmask into a flat-index-sorted list, find each pixel's backward neighbours by binary search, union them lock-free with path halving, then label, accumulate and filter in one kernel. Only the spot list comes back, and only one stream synchronisation per frame. The gain in the ordinary case is modest - about a quarter off per-image spot finding - because the host algorithm is genuinely fast on a normal frame. What justifies it is the frame that is not ordinary. The host labels a sorted sparse list through a window spanning two detector lines, so its cost is quadratic in how many strong pixels share a line. A lit band of detector rows - a hot module, a panel edge - costs 33 ms at two rows and 377 ms at fifteen, all of it under the pixel cap that was supposed to bound this, and none of it maskable when the cause is a diffraction ring rather than a defect: a ring runs tangent to a row at its top and bottom, which is exactly the shape that hurts. The device version is flat at 0.05 to 0.64 ms across every geometry tried, so an online run no longer stalls a quarter of a second on an ice ring. Rejecting an over-cap frame is now free too, since the count is known before any pixel is written. Also label once and filter three times. The per-image minimum-pixel search runs the extraction at three settings, but that setting only decides which components are kept - it does not change the components - so the search itself need not be repeated. This helps the host path as much as the device one. The resolution mask moves to the device as a bit mask, uploaded when the limits change rather than per frame, since the compaction needs it there. Parity is asserted permanently rather than argued: five cases covering realistic frames, occupancy from a hundred pixels to past the cap, the pathological geometries including rings, the resolution mask, and a hundred-repeat determinism check - requiring the same partition, the same spot order, and identical counts. The centroid is a float sum and therefore order-dependent, so the device walks each component from its root in ascending order and fuses its multiply-add the way the host's does; note that whether the host fuses at all depends on the architecture flags, so exact centroid equality is asserted where the compiler fuses and a two-ulp bound otherwise. Making those accumulators integer would remove that dependence entirely and is worth doing separately. Regression set: all 37 crystals identical to the last printed digit. Unit suite passes with the new cases. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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1a1e05ad14 |
spot_finding: run the same two passes on the CPU as on the GPU
Build Packages / build:viewer-tgz:cpu (push) Successful in 7m50s
Build Packages / build:viewer-tgz:cuda (push) Successful in 8m38s
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Build Packages / build:rpm (rocky8) (push) Successful in 11m59s
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Build Packages / XDS test (neggia plugin) (push) Successful in 8m9s
Build Packages / XDS test (JFJoch plugin) (push) Successful in 8m52s
Build Packages / Unit tests (push) Successful in 59m1s
Build Packages / build:windows:nocuda (push) Canceled after 0s
Build Packages / build:windows:cuda (push) Canceled after 0s
ImageSpotFinderGPU::Detect launches its kernel twice, feeding the first pass's strong-pixel bitmap back in so the second recomputes each local background with those pixels excluded and keeps them strong. The CPU finder ran a single pass, so the two returned different spot lists for the same frame and a dataset processed without a GPU did not match one processed with it. It matters for any spot wide enough to reach into its own 31x31 background box: the spot inflates the mean and variance it is then tested against, so its outer pixels fail the SNR test. On the test image added here - a 5x5 core at 300 counts with a one-pixel ring at 25 - a single pass returns the 25-pixel core and 7500 counts where two passes return the full 49 pixels and 8100. pxl_val also becomes int64_t, matching the GPU's pixel_result signature. It was int32_t, so pxl_val * pxl_val overflowed above 46341 counts even though the surrounding sums were already 64-bit. The new parity test compares PixelCount and Count, not just the centroid, which does not move for a symmetric spot whether or not the ring was picked up; it was confirmed to fail against the old single-pass CPU. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> |
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c981e1b91c |
v1.0.0-rc.137 (#46)
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Build Packages / Generate python client (push) Successful in 45s
Build Packages / Unit tests (push) Has been skipped
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Build Packages / build:rpm (rocky9) (push) Successful in 12m48s
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Build Packages / XDS test (durin plugin) (push) Successful in 8m59s
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Build Packages / XDS test (JFJoch plugin) (push) Successful in 8m39s
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This is an UNSTABLE release. The release has significant modifications and bug fixes, if things go wrong, it is better to revert to 1.0.0-rc.132. * jfjoch_broker: Better track time for each operation in the processing stack * jfjoch_broker: Rewrite preprocessing of diffraction images in the non-FPGA workflow to better use GPUs (work in progress) * jfjoch_broker: Remove ROI calculation in the non-FPGA workflow (work in progress) * jfjoch_viewer: Toolbar displays image number starting from 1 (instead of 0) Reviewed-on: #46 |
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061152279c | v1.0.0-rc.91 |