From 3dd955e2800b824228589208bc12e03e90fc42eb Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Sat, 29 Aug 2026 18:09:29 -0500 Subject: analysis: add CLLN scaling pilot figure --- results/figs/figure_clln_scaling_pilot.pdf | Bin 0 -> 24101 bytes results/figs/figure_clln_scaling_pilot.png | Bin 0 -> 243640 bytes results/figs/figure_clln_scaling_pilot.svg | 2249 ++++++++++++++++++++++++++++ 3 files changed, 2249 insertions(+) create mode 100644 results/figs/figure_clln_scaling_pilot.pdf create mode 100644 results/figs/figure_clln_scaling_pilot.png create mode 100644 results/figs/figure_clln_scaling_pilot.svg (limited to 'results/figs') diff --git a/results/figs/figure_clln_scaling_pilot.pdf b/results/figs/figure_clln_scaling_pilot.pdf new file mode 100644 index 0000000..07e1e1b Binary files /dev/null and b/results/figs/figure_clln_scaling_pilot.pdf differ diff --git a/results/figs/figure_clln_scaling_pilot.png b/results/figs/figure_clln_scaling_pilot.png new file mode 100644 index 0000000..df77b47 Binary files /dev/null and b/results/figs/figure_clln_scaling_pilot.png differ diff --git a/results/figs/figure_clln_scaling_pilot.svg b/results/figs/figure_clln_scaling_pilot.svg new file mode 100644 index 0000000..c1c1a18 --- /dev/null +++ b/results/figs/figure_clln_scaling_pilot.svg @@ -0,0 +1,2249 @@ + + + + + + + + 2026-08-29T18:08:56.229221 + image/svg+xml + + + Matplotlib v3.10.8, https://matplotlib.org/ + + + + + + + + + + + + + + + + + + + + + + + + + + + + 32 + + + + + + + + + + 128 + + + + + + + + + + 288 + + + + + + + + + + 512 + + + + + + + + + + 1.2k + + + + + + + + + + 2.0k + + + + Learnable edges + + + + + + + + + + + + + + + + + 0 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 30 + + + + + + + + + + + + + 40 + + + + + + + + + + + + + 50 + + + + + + + + + + + + + 60 + + + + + + + + + + + + + 70 + + + + Final classification error (%) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + (a) Error-growth slope reduced 88% vs static calibration + + + + + + + + + + + + + + + 32 + + + + + + + + + + 128 + + + + + + + + + + 288 + + + + + + + + + + 512 + + + + + + + + + + 1.2k + + + + + + + + + + 2.0k + + + + Learnable edges + + + + + + + + + + + + + + 0 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 40 + + + + + + + + + + + + + 60 + + + + + + + + + + + + + 80 + + + + + + + + + + + + + 100 + + + + Stable zero-error runs (%) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + (b) Recovery remains reliable + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 0 + + + + + + + + + + 100 + + + + + + + + + + 200 + + + + + + + + + + 300 + + + + + + + + + + 400 + + + + + + + + + + 500 + + + + + + + + + + 600 + + + + Training epoch + + + + + + + + + + + + + + 0 + + + + + + + + + + + + + 10 + + + + + + + + + + + + + 20 + + + + + + + + + + + + + 30 + + + + + + + + + + + + + 40 + + + + + + + + + + + + + 50 + + + + + + + + + + + + + 60 + + + + + + + + + + + + + 70 + + + + Classification error (%) + + + + + + + + + + + + + + + + + + + + + + + + + (c) Learning at 2,048 edges + + + + Exploratory pilot: 5 tasks, 1 component draw per task and size + + + + + + + + + + + + + + + + + + + + + + + + + Clean + + + + + + + + + + + + + + + + + + + + + + + + Same-RMS noise + + + + + + + + + + + + + + + + + + + + + + + + Raw imperfection + + + + + + + + + + + + + + + + + + + + + + + + Static calibration + + + + + + + + + + + + + + + + + + + + + + + + SDIL + + + + + + + + + + + + + + + -- cgit v1.2.3