From 84dca883531a13ede9704184ad2d9ab5a7b9cef4 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 12:56:56 -0700 Subject: [PATCH 01/25] Address JOSS reviewer feedback on paper and Figure 1 Clarify data provenance, iteration counts, LL-gap units, and replace overclaiming "bit-exact" language per reviewer comments. Fix Table 1 to report actual mean-difference distances alongside the ensemble equivalence p-values. Regenerate Figure 1 at its true print size (was drawn ~3x larger than its embed width, collapsing every font to ~3pt) and fix the legend/stats-box collision in Panel A plus a stats-box/bar overlap in Panel B. Add a parameter-file note to the validation docs. --- .context/issue-27/multimodel_ensemble.py | 128 ++++++++++++------ .../multimodel_ensemble_distributions.pdf | Bin 35770 -> 44627 bytes .../multimodel_ensemble_distributions.png | Bin 153564 -> 165113 bytes .context/paper-applications-draft.md | 60 ++++++++ docs/assets/figures/multimodel-ensemble.png | Bin 153564 -> 165113 bytes docs/guides/validation.md | 9 ++ paper.md | 42 +++--- 7 files changed, 178 insertions(+), 61 deletions(-) create mode 100644 .context/paper-applications-draft.md diff --git a/.context/issue-27/multimodel_ensemble.py b/.context/issue-27/multimodel_ensemble.py index 9027aae..492f464 100644 --- a/.context/issue-27/multimodel_ensemble.py +++ b/.context/issue-27/multimodel_ensemble.py @@ -161,10 +161,16 @@ def gap(mask): # within-group-A minus A-vs-rest (large => between worse) def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): + # Sized to its ACTUAL print footprint, not a big on-screen canvas: paper.md + # embeds this at width=100% of a ~5.36in single-column page (measured from the + # compiled paper.pdf), so figsize is set to that width directly -- LaTeX then + # displays it near 1:1 instead of shrinking a much larger canvas down to fit, + # which previously collapsed every font to an unreadable ~3pt in the printed + # PDF even though it looked fine on screen (figure-qa print-scale finding). plt.rcParams.update( - {"font.size": 11, "axes.spines.top": False, "axes.spines.right": False} + {"font.size": 7, "axes.spines.top": False, "axes.spines.right": False} ) - fig, (axA, axB) = plt.subplots(1, 2, figsize=(11, 4.3)) + fig, (axA, axB) = plt.subplots(1, 2, figsize=(5.36, 2.85)) bins = np.linspace(0.5, 1.0, 26) for arr, col, lab in [ (within_F, C_FORT, "within-Fortran"), @@ -176,21 +182,33 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): arr, bins=bins, density=True, histtype="step", color=col, lw=2, label=lab ) axA.axvline(arr.mean(), color=col, ls="--", lw=1.2) - axA.set_xlabel("stacked 2x32 Hungarian cross-correlation") + axA.set_xlabel("Hungarian-matched cross-correlation\n(stacked 2x32 components)") axA.set_ylabel("density") - axA.set_title("A Partition-agreement distributions", loc="left", fontweight="bold") - axA.legend(frameon=False, fontsize=9, loc="upper right") + axA.set_title( + "A Partition-agreement distributions", + loc="left", + fontweight="bold", + fontsize=8, + ) + # Legend pinned to the top-right corner and the stats box well below it, with a + # wide vertical gap between them -- a prior layout anchored both near the top + # and they collided, each rendering illegibly on top of the other (reported + # after publication). + axA.legend(frameon=False, fontsize=6, loc="upper right") axA.text( - 0.02, 0.97, - f"means: within-F {within_F.mean():.3f} | within-pyA {within_G.mean():.3f} | " - f"between {between.mean():.3f}\n" - f"means differ by {abs(diff):.3f} (within a 0.05 margin)\n" - f"run-level permutation (between not worse): p={p_perm:.2f}", + 0.55, + f"mean corr. (190 run pairs each)\n" + f"within-Fortran: {within_F.mean():.3f}\n" + f"within-pyAMICA: {within_G.mean():.3f}\n" + f"between: {between.mean():.3f}\n" + f"between - within-Fortran: {diff:+.3f}\n" + f"(equivalence margin +/-0.05; perm. p={p_perm:.2f})", transform=axA.transAxes, va="top", - fontsize=8.5, - bbox=dict(boxstyle="round", fc="white", ec="0.7", alpha=0.9), + ha="right", + fontsize=5.5, + bbox=dict(boxstyle="round", fc="white", ec="0.7", alpha=0.95), ) bins_ll = np.linspace( min(F_ll.min(), G_ll.min()) - 0.005, max(F_ll.max(), G_ll.max()) + 0.005, 24 @@ -201,56 +219,80 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): arr, bins=bins_ll, density=True, histtype="step", color=col, lw=2, label=lab ) axB.axvline(arr.mean(), color=col, ls="--", lw=1.2) - axB.set_xlabel("final log-likelihood (per sample-channel)") + axB.set_xlabel("final log-likelihood\n(mean per sample-channel)") axB.set_ylabel("density") - axB.set_title("B Likelihood distributions", loc="left", fontweight="bold") - axB.legend(frameon=False, fontsize=9, loc="upper left") + axB.set_title( + "B Likelihood distributions", loc="left", fontweight="bold", fontsize=8 + ) + axB.legend(frameon=False, fontsize=6, loc="upper left") + # Lower-right, not upper-right: the tallest Fortran bars sit at the top-right of + # this panel, and an earlier upper-right placement sat directly on top of them + # (figure-qa finding). The lower-right corner is clear at every LL value observed. axB.text( 0.98, - 0.97, - f"Fortran {F_ll.mean():.4f} (sd {F_ll.std():.3f})\n" - f"pyAMICA {G_ll.mean():.4f} (sd {G_ll.std():.3f})\nKS p={ks:.0e}", + 0.30, + f"mean final LL\n" + f"Fortran: {F_ll.mean():.4f} (sd {F_ll.std():.3f})\n" + f"pyAMICA: {G_ll.mean():.4f} (sd {G_ll.std():.3f})\n" + f"gap: {abs(F_ll.mean() - G_ll.mean()):.3f} at this matched\n" + f"100-iter budget (KS p={ks:.0e})", transform=axB.transAxes, va="top", ha="right", - fontsize=8.5, + fontsize=5.5, bbox=dict(boxstyle="round", fc="white", ec="0.7", alpha=0.9), ) + fig.text( + 0.5, + 0.985, + "Dashed vertical lines mark each distribution's mean.", + ha="center", + fontsize=6.5, + style="italic", + ) fig.suptitle( "Multi-model AMICA (n_models=2): pyAMICA vs Fortran ensembles, real sample EEG", fontweight="bold", - y=1.02, + fontsize=8.5, + y=1.08, ) - fig.tight_layout() + fig.tight_layout(w_pad=2.0) fig.savefig( - out / "multimodel_ensemble_distributions.png", bbox_inches="tight", dpi=200 + out / "multimodel_ensemble_distributions.png", bbox_inches="tight", dpi=300 ) fig.savefig(out / "multimodel_ensemble_distributions.pdf", bbox_inches="tight") def main(): - n = int(sys.argv[1]) if len(sys.argv) > 1 else 20 - data = load_data() - work = Path(tempfile.mkdtemp(prefix="amica_ensemble_")) - print(f"scratch: {work}") - Fs, F_ll, Gs, G_ll = [], [], [], [] - for k in range(n): - print(f"Fortran {k + 1}/{n}", flush=True) - W, ll = run_fortran(work, str(k)) - Fs.append(W) - F_ll.append(ll) - for k in range(n): - print(f"NG {k + 1}/{n}", flush=True) - W, ll = run_ng(data, seed=k) - Gs.append(W) - G_ll.append(ll) - Fs, Gs = np.array(Fs), np.array(Gs) - F_ll, G_ll = np.array(F_ll), np.array(G_ll) - - # Persist the raw ensemble so the figure/tests can be regenerated without - # re-running the 40 fits (the earlier run's data was lost, forcing this rerun). - np.savez(HERE / "ensemble.npz", Fs=Fs, Gs=Gs, F_ll=F_ll, G_ll=G_ll) + if "--from-cache" in sys.argv: + # Reuse the persisted ensemble (e.g. to regenerate the figure after a + # labeling/legend change) instead of re-running 40 real fits. + d = np.load(HERE / "ensemble.npz") + Fs, Gs, F_ll, G_ll = d["Fs"], d["Gs"], d["F_ll"], d["G_ll"] + else: + n = int(sys.argv[1]) if len(sys.argv) > 1 else 20 + data = load_data() + work = Path(tempfile.mkdtemp(prefix="amica_ensemble_")) + print(f"scratch: {work}") + Fs, F_ll, Gs, G_ll = [], [], [], [] + for k in range(n): + print(f"Fortran {k + 1}/{n}", flush=True) + W, ll = run_fortran(work, str(k)) + Fs.append(W) + F_ll.append(ll) + for k in range(n): + print(f"NG {k + 1}/{n}", flush=True) + W, ll = run_ng(data, seed=k) + Gs.append(W) + G_ll.append(ll) + Fs, Gs = np.array(Fs), np.array(Gs) + F_ll, G_ll = np.array(F_ll), np.array(G_ll) + + # Persist the raw ensemble so the figure/tests can be regenerated without + # re-running the 40 fits (the earlier run's data was lost, forcing this rerun). + np.savez(HERE / "ensemble.npz", Fs=Fs, Gs=Gs, 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znv)R*0JepLlKo*qAHU!O2wZ^v-5~CpC}3Ok0~tBzkWEL$lpx6pbf~`!>RxVnfMlkI zMMvOOekliCW$1g>KwojLBJ|@iVTl#kK4i^)1?Ccpw8Jp_P7686x(E8e=M0SGY#?(i z7Fgp6&l*AN2drhx^dJ0a!)#%^gIlhR|2=O1yH@|bH*o11wc(Zj{o#M#2z{+I@uUA+ n4ZZ)zJCgr@{sJv~+jsYk$ut=6&6OlW`^FVyRHQ55rXl|i (archived at doi:10.5281/zenodo.21312148). # Statement of need @@ -70,9 +72,10 @@ exact-EM mixture updates, a positive-definite Newton step [@palmer2008newton], symmetric zero-phase-component-analysis (ZCA) sphering, the five source-density families of the reference (generalized Gaussian, Gaussian, logistic, sub-Gaussian, and the extended-Infomax kurtosis switcher), a mixture of ICA models, and component sharing across models. -`pyAMICA`'s conformity with the reference binary is measured on real sample EEG (Table 1) with two complementary metrics: +`pyAMICA`'s conformity with the reference binary is measured on real sample EEG (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1), +running both implementations for AMICA's usual 2000 iterations with otherwise-default parameters, with two complementary metrics: Hungarian-matched component correlation, and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. -Both agree closely for the single model, and the source-density score functions and per-block sufficient statistics are bit-exact against the literal Fortran expressions. +Both agree closely for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. A mixture of ICA models is not partition-identifiable, so exact partition parity is the wrong bar for the multi-model case; it is instead assessed by distributional equivalence across ensembles of 20 runs each (\autoref{fig:ensemble}). Both metrics again agree: a run-level permutation test, which permutes the 40 runs as intact units to respect the dependence among pairwise values, @@ -81,20 +84,22 @@ The single-run values are therefore intrinsic estimator spread rather than a sho Equivalence is claimed for the partition structure; the multi-model log-likelihood distributions still differ slightly at a matched 100-iteration budget (`pyAMICA` reaches Fortran's mean with about twice as many iterations), so full-likelihood equivalence is not yet claimed. Per-run detail for both metrics is in the documentation. -| Regime | Metric | Result (correlation / Amari distance) | +| Regime | Metric | Result (mean; correlation / Amari distance) | |---|---|---| -| Single-model | Log-likelihood gap to Fortran ($-3.4018$) | within ~0.005 | +| Single-model | Log-likelihood gap to Fortran (mean per-sample-channel LL, $-3.4018$) | within ~0.005 | | Single-model | Conformity with Fortran | 0.997 / 0.006 | -| Single-model | Score functions and sufficient statistics | bit-exact ($\sim\!10^{-15}$) | -| Multi-model | Single run (`pyAMICA`-Fortran; Fortran-Fortran) | 0.65; 0.64 (sd 0.05) / 0.163; 0.174 (sd 0.02) | -| Multi-model | Ensemble equivalence, 20 runs each (permutation $p$) | $p=0.96$ / $p>0.999$ | +| Single-model | Score functions and sufficient statistics | exact to floating-point resolution ($\sim\!10^{-15}$) | +| Multi-model | Single-run magnitude (`pyAMICA`-Fortran; Fortran-Fortran) | 0.65; 0.64 (sd 0.05) / 0.163; 0.174 (sd 0.02) | +| Multi-model | Ensemble equivalence, 20 runs each: mean difference, between $-$ within-Fortran (permutation $p$) | $+0.011$ ($p=0.96$) / $-0.011$ ($p>0.999$) | : Single-model parity and multi-model distributional equivalence of `pyAMICA` -with the Fortran reference on the bundled sample EEG. +with the Fortran reference on the bundled sample EEG. All values are means (sd shown where relevant) +over matched components (single-model) or over the 190 pairwise ensemble comparisons (multi-model). -![Multi-model solution-ensemble partition-correlation distributions for 20 `pyAMICA` and 20 Fortran fits of the sample EEG. -The within-Fortran, within-`pyAMICA`, and between-implementation distributions overlap, -so the single-run correlation reflects the estimator's intrinsic run-to-run spread rather than a gap to the reference.\label{fig:ensemble}](docs/assets/figures/multimodel-ensemble.png){ width=75% } +![Multi-model solution-ensemble partition-correlation distributions (panel A) and log-likelihood distributions (panel B) for 20 `pyAMICA` and 20 Fortran fits of the sample EEG; dashed lines mark each distribution's mean. +The within-Fortran, within-`pyAMICA`, and between-implementation correlation distributions overlap, +so the single-run correlation reflects the estimator's intrinsic run-to-run spread rather than a gap to the reference. +Panel B's apparent separation is a mean log-likelihood gap of only 0.009 on an axis spanning ~0.02.\label{fig:ensemble}](docs/assets/figures/multimodel-ensemble.png){ width=100% } All backends converge to the same single-model log-likelihood on real EEG (maximum pairwise difference ~0.003). On Apple Silicon the MLX backend is the fastest option and is roughly flat with channel count (15-25 ms per iteration from 16 to 70 channels; see the documentation), @@ -104,8 +109,8 @@ so single precision gives it little additional speedup (Table 2). Native Fortran with enough cores pinned it is competitive with, or faster than, the GPU it is compared against on each machine (Table 2), though only by dedicating most cores of a much larger, hotter host than a laptop GPU. A data-size sweep further shows cross-backend component equivalence rising with frames per channel and plateauing near 0.98 once the decomposition is well-determined, -where two independent double-precision implementations (native Fortran and PyTorch-CUDA) agree at 0.995; -single-precision runs are seven-significant-digit, so double precision remains the default for parity. +where two independent double-precision implementations (native Fortran and PyTorch-CUDA) agree at a mean of 0.995; +single-precision runs agree with double precision to seven significant digits, so double precision remains the default for parity. | Backend (device) | Precision | ms / iteration | |---|---|---:| @@ -123,13 +128,14 @@ CPU, MPS, and MLX on Apple Silicon; CUDA on a separate NVIDIA RTX 4090; CUDA float32 is comparable (~36 ms). The two native-Fortran rows are from a separate core-count sweep (documentation) on the same two machines, at the core count where each backend's throughput levels off; the other CPU rows above use the platform default thread count, so they are not core-matched to Fortran. -Unlike the correctness comparison, this benchmark uses external data (OpenNeuro ds002718) and specific GPU hardware. +Unlike the correctness comparison, this benchmark uses external data (OpenNeuro ds002718, one subject so far) and specific GPU hardware. The correctness harness compares `pyAMICA` against Fortran with two metrics, Hungarian-matched component correlation and Amari distance, and uses only the bundled real sample EEG and Fortran binary, with no external download and no synthetic data. The full per-channel and multi-model performance tables, the per-run Amari-distance detail, -and the data-size sweep are in the documentation (). +and the data-size sweep, along with the step-by-step commands to reproduce every number here, +are in the documentation (). # State of the field @@ -137,7 +143,7 @@ and the data-size sweep are in the documentation ( Date: Tue, 14 Jul 2026 12:59:31 -0700 Subject: [PATCH 02/25] CI: auto-commit rebuilt paper.pdf on push Keeps the committed paper.pdf in sync with paper.md/paper.bib without a manual artifact download each time. Skipped on pull_request runs, since that checkout is a detached merge ref rather than the PR's head branch. --- .github/workflows/draft-pdf.yml | 22 ++++++++++++++++++++-- 1 file changed, 20 insertions(+), 2 deletions(-) diff --git a/.github/workflows/draft-pdf.yml b/.github/workflows/draft-pdf.yml index 0d2813c..bcc232f 100644 --- a/.github/workflows/draft-pdf.yml +++ b/.github/workflows/draft-pdf.yml @@ -1,8 +1,11 @@ name: Draft PDF # Builds paper.md into a JOSS-formatted PDF (Pandoc + inara, via the official -# openjournals action) and uploads it as an artifact. This verifies the paper -# compiles under JOSS's toolchain before submission and gives a per-push preview. +# openjournals action). Not a JOSS submission step -- this just keeps the +# committed paper.pdf in the repo root in sync with paper.md/paper.bib for +# local review. On a direct push it commits the rebuilt PDF back (skipped for +# pull_request runs, since a PR checkout is a detached merge ref, not the head +# branch, so pushing there would go to the wrong place or fail outright). on: push: paths: @@ -16,6 +19,9 @@ on: - .github/workflows/draft-pdf.yml workflow_dispatch: +permissions: + contents: write + jobs: paper: runs-on: ubuntu-latest @@ -34,3 +40,15 @@ jobs: name: paper # The action writes the compiled PDF next to the paper source. path: paper.pdf + - name: Commit and push rebuilt PDF + if: github.event_name == 'push' + run: | + git config user.name "github-actions[bot]" + git config user.email "github-actions[bot]@users.noreply.github.com" + git add paper.pdf + if ! git diff --cached --quiet; then + git commit -m "Rebuild paper.pdf [skip ci]" + git push + else + echo "paper.pdf unchanged, nothing to commit" + fi From 04c1d9e7ea356ef1203dc00bdd8bd3f7fceca89e Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 14 Jul 2026 20:00:26 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z6;&Ce3Q|?^|1-qqEMeTl$lpJt%sB9PzjuPsMbfREp@DL@^1?~?NqoK6qQFw0R6B}z!ELfCn$pk^?`%YU`xHJBm$b# z(jXLFba6gExAk7yU9BvH!?(E!5BM}+1CG+NhioJiH1Q*9Oh&v8)(th^PG?}ybUfM@Q{ryA^Z^JS%^_sA!VxD_mV^=!Sw9_J(lgGIY z@%1UrzVqzk9!fIGG%2dZ_b&-<7Dr=KF0Qc{EaH@I1y>Dq+xqqh;iTj=^pnVCIvH|W zBp5zlBddzN1U}rF?;g1wi}!8Kd(wMp|A Date: Tue, 14 Jul 2026 13:22:52 -0700 Subject: [PATCH 04/25] Move Figure 1 legend/stats outside the histogram axes They previously sat inside the plot (in whatever corner looked emptiest) and ended up overlapping the bars and each other no matter where anchored, since three overlapping distributions leave no pocket big enough to hold them. Reserve a fixed bottom margin instead and place both using each panel's actual get_position() center, so nothing sits on top of the data and the two panels' annotations don't bleed into each other. Also states plainly in paper.md/docs that validation currently uses one exemplar recording plus one benchmark subject, with a multi-subject/multi-dataset validation flagged as planned future work rather than implied as already comprehensive. --- .context/issue-27/multimodel_ensemble.py | 86 +++++++++++------- .../multimodel_ensemble_distributions.pdf | Bin 44627 -> 44146 bytes .../multimodel_ensemble_distributions.png | Bin 165113 -> 153123 bytes docs/assets/figures/multimodel-ensemble.png | Bin 165113 -> 153123 bytes docs/guides/validation.md | 4 + paper.md | 3 +- 6 files changed, 57 insertions(+), 36 deletions(-) diff --git a/.context/issue-27/multimodel_ensemble.py b/.context/issue-27/multimodel_ensemble.py index 492f464..557e638 100644 --- a/.context/issue-27/multimodel_ensemble.py +++ b/.context/issue-27/multimodel_ensemble.py @@ -170,7 +170,7 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): plt.rcParams.update( {"font.size": 7, "axes.spines.top": False, "axes.spines.right": False} ) - fig, (axA, axB) = plt.subplots(1, 2, figsize=(5.36, 2.85)) + fig, (axA, axB) = plt.subplots(1, 2, figsize=(5.36, 4.6)) bins = np.linspace(0.5, 1.0, 26) for arr, col, lab in [ (within_F, C_FORT, "within-Fortran"), @@ -190,26 +190,6 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): fontweight="bold", fontsize=8, ) - # Legend pinned to the top-right corner and the stats box well below it, with a - # wide vertical gap between them -- a prior layout anchored both near the top - # and they collided, each rendering illegibly on top of the other (reported - # after publication). - axA.legend(frameon=False, fontsize=6, loc="upper right") - axA.text( - 0.97, - 0.55, - f"mean corr. (190 run pairs each)\n" - f"within-Fortran: {within_F.mean():.3f}\n" - f"within-pyAMICA: {within_G.mean():.3f}\n" - f"between: {between.mean():.3f}\n" - f"between - within-Fortran: {diff:+.3f}\n" - f"(equivalence margin +/-0.05; perm. p={p_perm:.2f})", - transform=axA.transAxes, - va="top", - ha="right", - fontsize=5.5, - bbox=dict(boxstyle="round", fc="white", ec="0.7", alpha=0.95), - ) bins_ll = np.linspace( min(F_ll.min(), G_ll.min()) - 0.005, max(F_ll.max(), G_ll.max()) + 0.005, 24 ) @@ -224,27 +204,64 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): axB.set_title( "B Likelihood distributions", loc="left", fontweight="bold", fontsize=8 ) - axB.legend(frameon=False, fontsize=6, loc="upper left") - # Lower-right, not upper-right: the tallest Fortran bars sit at the top-right of - # this panel, and an earlier upper-right placement sat directly on top of them - # (figure-qa finding). The lower-right corner is clear at every LL value observed. - axB.text( - 0.98, - 0.30, + + # Both the legend and the stats box previously sat inside the axes and ended up + # overlapping the histogram bars (and each other) no matter where they were + # anchored -- with 3 distributions filling most of the plotted range, there was + # no empty pocket big enough to hold either. Reserve a fixed bottom margin for + # both instead and place them with figure-fraction (not axes-fraction) + # coordinates: axes-fraction anchors turned out to depend on the final axes + # height that tight_layout picks, which isn't known in advance and caused the + # legend/text to collide with the xlabel above it. get_position() gives each + # axes' true horizontal center after the layout below is fixed, so this keeps + # each panel's legend/text under its own histogram, not bleeding into the + # other panel. + fig.subplots_adjust(top=0.82, bottom=0.48, left=0.11, right=0.97, wspace=0.45) + cx_a = sum(axA.get_position().intervalx) / 2 + cx_b = sum(axB.get_position().intervalx) / 2 + + handles_a, labels_a = axA.get_legend_handles_labels() + fig.legend( + handles_a, labels_a, frameon=False, fontsize=6, + loc="upper center", bbox_to_anchor=(cx_a, 0.35), + ) # fmt: skip + fig.text( + cx_a, + 0.16, + f"mean corr. (190 run pairs)\n" + f"within-Fortran: {within_F.mean():.3f}\n" + f"within-pyAMICA: {within_G.mean():.3f}\n" + f"between: {between.mean():.3f}\n" + f"diff: {diff:+.3f} (margin +/-0.05)\n" + f"perm. p={p_perm:.2f}", + ha="center", + va="top", + fontsize=5.5, + bbox=dict(boxstyle="round", fc="white", ec="0.7", alpha=0.95), + ) + + handles_b, labels_b = axB.get_legend_handles_labels() + fig.legend( + handles_b, labels_b, frameon=False, fontsize=6, + loc="upper center", bbox_to_anchor=(cx_b, 0.35), + ) # fmt: skip + fig.text( + cx_b, + 0.16, f"mean final LL\n" f"Fortran: {F_ll.mean():.4f} (sd {F_ll.std():.3f})\n" f"pyAMICA: {G_ll.mean():.4f} (sd {G_ll.std():.3f})\n" - f"gap: {abs(F_ll.mean() - G_ll.mean()):.3f} at this matched\n" - f"100-iter budget (KS p={ks:.0e})", - transform=axB.transAxes, + f"gap: {abs(F_ll.mean() - G_ll.mean()):.3f} (100-iter budget)\n" + f"KS p={ks:.0e}", + ha="center", va="top", - ha="right", fontsize=5.5, bbox=dict(boxstyle="round", fc="white", ec="0.7", alpha=0.9), ) + fig.text( 0.5, - 0.985, + 0.90, "Dashed vertical lines mark each distribution's mean.", ha="center", fontsize=6.5, @@ -254,9 +271,8 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): "Multi-model AMICA (n_models=2): pyAMICA vs Fortran ensembles, real sample EEG", fontweight="bold", fontsize=8.5, - y=1.08, + y=0.97, ) - fig.tight_layout(w_pad=2.0) fig.savefig( out / "multimodel_ensemble_distributions.png", bbox_inches="tight", dpi=300 ) diff --git a/.context/issue-27/multimodel_ensemble_distributions.pdf b/.context/issue-27/multimodel_ensemble_distributions.pdf index a36697e4d415613de0fcee21f981854f8882d8ff..a7183acb5cf4644c54cc8a1614fb2f6d8008b82c 100644 GIT binary patch delta 10664 zcmZu$cOaGT7e{0!BYRy5k#hI23Pq8OY%;sDw~XSo_r63SGLw}R2_Xq7n@Ex^vNNOK zt8d?t`+NQKJm)>@bDnd~bKa|WglzQ#*;9VfV+c6>92|p1B2fq!oFGPel9Yy^N~#Ea zB5+qZ#jIh0*R@l{O#WN@j#|8zhcdr4YnA3ak!pRC;E^q&#^l|(=IvK>muaxyv%k^HgL1Yv*=i?=lDK)67Padtuf8*q 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z2Lk0YPQ@s0o2!FmC+VO3cZAMI4KaN^qX+w9qk=SlG;xKrfm*2KQp?p%iVd!%4%Rld z88DGbFoKCr6kAFQ9Ov~d!cdwLyC8=#Kj_q{V_1X@RLS6%CjR3bk=ce)2R_2Ag6?>D zj-PKdTPKTNQvh8xen9@qctiVHase*A+k&8NegGx#+CsyakRmbwu0ohN(k6KCYKq z01w+Tg6&f!slb0ALS9yyk;HlUw)P8{3|dQ|s>$^LQYZz^8RjWaaty)yC;3Il!2Cey z%S&gU`-j0jKsb#Q<~bxli%MKEvKlUS2-(d6r>8U={FTHiwFn3p@vg&GB>3t7d{zE$ tx!V5oKfv|={|Yy_8vh5bf&|87i+eiLDR2#)PT2-u#|=#kUh6rA{TIhUR3ZQX diff --git a/docs/guides/validation.md b/docs/guides/validation.md index ab86dfd..5e04e36 100644 --- a/docs/guides/validation.md +++ b/docs/guides/validation.md @@ -6,6 +6,10 @@ This page collects the full verification evidence: bit-exact score functions, si multi-model distributional equivalence, cross-platform device and precision invariance, the EEGLAB drop-in round-trip, and the remaining validated behaviors. Every result uses the bundled real sample EEG and the reference Fortran binary; none uses synthetic data. +This is currently an exemplar validation on one real recording (the EEGLAB tutorial dataset: +32 channels, 30504 samples at 128 Hz, ~238 s) plus one external benchmark subject +(OpenNeuro ds002718 sub-002); extending to a multi-subject, multi-dataset validation is planned +future work, not yet done. Throughout, IC abbreviates independent component and LL log-likelihood. ## Validation at a glance diff --git a/paper.md b/paper.md index c94327a..2f0e565 100644 --- a/paper.md +++ b/paper.md @@ -72,7 +72,8 @@ exact-EM mixture updates, a positive-definite Newton step [@palmer2008newton], symmetric zero-phase-component-analysis (ZCA) sphering, the five source-density families of the reference (generalized Gaussian, Gaussian, logistic, sub-Gaussian, and the extended-Infomax kurtosis switcher), a mixture of ICA models, and component sharing across models. -`pyAMICA`'s conformity with the reference binary is measured on real sample EEG (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1), +`pyAMICA`'s conformity with the reference binary is measured on one exemplar real EEG recording (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1) +-- a multi-subject, multi-dataset validation is planned future work -- running both implementations for AMICA's usual 2000 iterations with otherwise-default parameters, with two complementary metrics: Hungarian-matched component correlation, and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. Both agree closely for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. 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zy636Y+M4|JdT_*YUPSXL!eALYf);7NUE{9nFxXT1VLGNPLZ#f`Cw=tCUk1_+MH@43 z>Bw!<3u~vOYar^E6}42@dP%^EFUGh16NvwF#p3)}5E(^^h@x-~VSW@2hlZp1)zr*w HE%^Tf%S~6Y From 7208f0c3315cb6fc36c1953062ec0a21af56f2c9 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 13:28:06 -0700 Subject: [PATCH 06/25] Tighten Figure 1's legend/stats spacing The out-of-axes placement (previous commit) fixed the overlap but left a lot of dead space; shrink the figure and the gaps between xlabel/legend/stats so the footer reads as one tight block per panel instead of three loosely stacked pieces. --- .context/issue-27/multimodel_ensemble.py | 12 ++++++------ .../multimodel_ensemble_distributions.pdf | Bin 44146 -> 44133 bytes .../multimodel_ensemble_distributions.png | Bin 153123 -> 150581 bytes docs/assets/figures/multimodel-ensemble.png | Bin 153123 -> 150581 bytes 4 files changed, 6 insertions(+), 6 deletions(-) diff --git a/.context/issue-27/multimodel_ensemble.py b/.context/issue-27/multimodel_ensemble.py index 557e638..454c8ac 100644 --- a/.context/issue-27/multimodel_ensemble.py +++ b/.context/issue-27/multimodel_ensemble.py @@ -170,7 +170,7 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): plt.rcParams.update( {"font.size": 7, "axes.spines.top": False, "axes.spines.right": False} ) - fig, (axA, axB) = plt.subplots(1, 2, figsize=(5.36, 4.6)) + fig, (axA, axB) = plt.subplots(1, 2, figsize=(5.36, 4.2)) bins = np.linspace(0.5, 1.0, 26) for arr, col, lab in [ (within_F, C_FORT, "within-Fortran"), @@ -216,18 +216,18 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): # axes' true horizontal center after the layout below is fixed, so this keeps # each panel's legend/text under its own histogram, not bleeding into the # other panel. - fig.subplots_adjust(top=0.82, bottom=0.48, left=0.11, right=0.97, wspace=0.45) + fig.subplots_adjust(top=0.80, bottom=0.42, left=0.11, right=0.97, wspace=0.45) cx_a = sum(axA.get_position().intervalx) / 2 cx_b = sum(axB.get_position().intervalx) / 2 handles_a, labels_a = axA.get_legend_handles_labels() fig.legend( handles_a, labels_a, frameon=False, fontsize=6, - loc="upper center", bbox_to_anchor=(cx_a, 0.35), + loc="upper center", bbox_to_anchor=(cx_a, 0.31), ) # fmt: skip fig.text( cx_a, - 0.16, + 0.20, f"mean corr. (190 run pairs)\n" f"within-Fortran: {within_F.mean():.3f}\n" f"within-pyAMICA: {within_G.mean():.3f}\n" @@ -243,11 +243,11 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): handles_b, labels_b = axB.get_legend_handles_labels() fig.legend( handles_b, labels_b, frameon=False, fontsize=6, - loc="upper center", bbox_to_anchor=(cx_b, 0.35), + loc="upper center", bbox_to_anchor=(cx_b, 0.31), ) # fmt: skip fig.text( cx_b, - 0.16, + 0.23, f"mean final LL\n" f"Fortran: {F_ll.mean():.4f} (sd {F_ll.std():.3f})\n" f"pyAMICA: {G_ll.mean():.4f} (sd {G_ll.std():.3f})\n" diff --git a/.context/issue-27/multimodel_ensemble_distributions.pdf b/.context/issue-27/multimodel_ensemble_distributions.pdf index a7183acb5cf4644c54cc8a1614fb2f6d8008b82c..61a5dd4df70b2f030a88a45a0fb28fc50c864bf1 100644 GIT binary patch delta 8949 zcmZu#2RPPk7Y}7-3t5TC%(F*U_Kc7%G?2_hGXM4-*()o16GHY585!9;HVGMpDBsij zz3=;d@AJH_%XQt(b(kS|h27K5?ODz)JIwrMROEb1Gj$eodRy~2QJ@L6FJlP5ZH~9eVUNg$@V>m2 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Git blame traces this to an exploratory Jan 2025 commit that was never reverted; the existing regression test never caught it because it builds AMICATorchNG from hand-picked kwargs that never touch this flag. Added a new regression test that exercises the real JSON config so this can't silently recur. Also: fix the bundled input.param's stale max_iter (200, not the documented 2000), reconcile a harmless but confusing min_grad_norm mismatch between the two config files, remove dead/misleadingly- named create_fortran_params, drop two unused ty:ignore comments blocking the pre-commit hook, and tighten a few paper.md claims (Figure 1B's actual axis span, an overgeneralized cross-machine performance claim in Table 2, a run-on sentence, and the config- file-sharing gap flagged in prior review). --- .../test_ds002718_32ch.py | 123 +++++++++++++++ .../test_ds002718_hallu.py | 144 ++++++++++++++++++ benchmarks/benchmark_decompose.py | 4 +- paper.md | 16 +- pyAMICA/sample_data/input.param | 2 +- pyAMICA/sample_data/sample_params.json | 4 +- pyAMICA/tests/torch_tests/test_ng_backend.py | 39 +++++ validate_implementations.py | 22 --- 8 files changed, 320 insertions(+), 34 deletions(-) create mode 100644 .context/issue-144-parity-data-adequacy/test_ds002718_32ch.py create mode 100644 .context/issue-144-parity-data-adequacy/test_ds002718_hallu.py diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py new file mode 100644 index 0000000..8608352 --- /dev/null +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py @@ -0,0 +1,123 @@ +"""Single-model Fortran-vs-NG parity on a data-adequate real recording (k>=60 +per issue #90's documented threshold), using the SAME bundled amica15mac +binary and AMICATorchNG as Table 1, instead of the under-determined bundled +32ch/30504-frame EEGLAB tutorial recording (k=29.8). + +Data: OpenNeuro ds002718 sub-002 (Wakeman-Henson faces), first 32 of the first +70 EEG channels, first N frames -- real data, not committed (not bundled; see +benchmarks/README_dimsweep.md for the download recipe this mirrors). + + uv run python .context/issue-140-parity-data-adequacy/test_ds002718_32ch.py [n_seeds] [max_iter] +""" + +import os +import shutil +import subprocess +import sys +import tempfile +from pathlib import Path + +import numpy as np +from scipy.optimize import linear_sum_assignment + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[1] +sys.path.insert(0, str(REPO)) +from pyAMICA.torch_impl import AMICATorchNG # noqa: E402 + +BIN = REPO / "pyAMICA/sample_data/amica15mac" +INPUT_PARAM = REPO / "pyAMICA/sample_data/input.param" + + +def xcorr(Wa, Wb): + na = Wa / (np.linalg.norm(Wa, axis=1, keepdims=True) + 1e-12) + nb = Wb / (np.linalg.norm(Wb, axis=1, keepdims=True) + 1e-12) + corr = np.abs(na @ nb.T) + r, c = linear_sum_assignment(1 - corr) + return corr[r, c] + + +def main(): + npy_path = Path(sys.argv[1]) + n_seeds = int(sys.argv[2]) if len(sys.argv) > 2 else 1 + max_iter = int(sys.argv[3]) if len(sys.argv) > 3 else 300 + + data = np.load(npy_path).astype(np.float64) + nw, field = data.shape + k = field / nw**2 + print(f"data: {nw} channels x {field} frames, k={k:.1f}, max_iter={max_iter}") + + work = Path(tempfile.mkdtemp(prefix="ds002718_parity_")) + fdt_path = work / "data.fdt" + data.astype(np.float32).T.tofile(fdt_path) + + results = [] + for seed in range(n_seeds): + d = work / f"run_{seed}" + (d / "fortran_output").mkdir(parents=True, exist_ok=True) + shutil.copy(fdt_path, d / "data.fdt") + lines = [] + for ln in INPUT_PARAM.read_text().splitlines(): + if ln.startswith("files"): + lines.append("files ./data.fdt") + elif ln.startswith("outdir"): + lines.append("outdir ./fortran_output/") + elif ln.startswith("data_dim"): + lines.append(f"data_dim {nw}") + elif ln.startswith("field_dim"): + lines.append(f"field_dim {field}") + elif ln.startswith("max_iter"): + lines.append(f"max_iter {max_iter}") + else: + lines.append(ln) + (d / "input.param").write_text("\n".join(lines) + "\n") + + orig = os.getcwd() + os.chdir(d) + try: + r = subprocess.run( + [str(BIN), "input.param"], capture_output=True, text=True, timeout=1800 + ) + finally: + os.chdir(orig) + if r.returncode != 0: + print(f"seed {seed}: Fortran failed: {r.stderr[-400:]}") + continue + W_fortran = np.fromfile(d / "fortran_output/W", dtype=np.float64).reshape( + nw, nw, order="F" + ) + fort_ll = next( + ( + float(ln.split("LL =")[1].split()[0]) + for ln in reversed(r.stdout.splitlines()) + if "LL =" in ln + ), + float("nan"), + ) + + m = AMICATorchNG( + n_channels=nw, n_models=1, n_mix=3, block_size=512, lrate=0.05, + minlrate=1e-8, lratefact=0.5, maxdecs=3, do_newton=True, + newt_start=50, newt_ramp=10, newtrate=1.0, rho0=1.5, minrho=1.0, + maxrho=2.0, rholrate=0.05, rholratefact=0.5, invsigmin=0.0, + invsigmax=100.0, doscaling=True, scalestep=1, seed=seed, device="cpu", + ) # fmt: skip + m.fit(data, max_iter=max_iter, verbose=False) + W_ng = m.get_unmixing_matrix(0) + + corrs = xcorr(W_fortran, W_ng) + print( + f"seed {seed}: mean_corr={corrs.mean():.4f} min={corrs.min():.4f} " + f"fortran_LL={fort_ll:.4f} ng_LL={m.final_ll_:.4f}" + ) + results.append(corrs.mean()) + + if results: + print( + f"\n{nw}ch/{field}fr (k={k:.1f}), n={len(results)}: " + f"mean={np.mean(results):.4f} range={np.min(results):.4f}-{np.max(results):.4f}" + ) + + +if __name__ == "__main__": + main() diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py new file mode 100644 index 0000000..968eb54 --- /dev/null +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py @@ -0,0 +1,144 @@ +"""Single-model Fortran-vs-NG parity on the FULL ds002718 sub-002 recording +(70 channels, 747750 frames, k=152.6 -- the exact configuration issue #90's +k-sweep already validated at ~0.98 mean |corr|, native-fortran-f64 vs +torch-cuda-f64 specifically at 0.995), run on hallu: native Linux Fortran +build (24 threads) + PyTorch CUDA, across multiple independent seeds. + + uv run python .context/issue-144-parity-data-adequacy/test_ds002718_hallu.py [n_seeds] [max_iter] [threads] +""" + +import os +import subprocess +import sys +import tempfile +from pathlib import Path + +import numpy as np +from scipy.optimize import linear_sum_assignment + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[1] +sys.path.insert(0, str(REPO)) +from pyAMICA.torch_impl import AMICATorchNG # noqa: E402 + +BIN = REPO / "pyAMICA/sample_data/amica15_linux" +INPUT_PARAM = REPO / "pyAMICA/sample_data/input.param" + + +def xcorr(Wa, Wb): + na = Wa / (np.linalg.norm(Wa, axis=1, keepdims=True) + 1e-12) + nb = Wb / (np.linalg.norm(Wb, axis=1, keepdims=True) + 1e-12) + corr = np.abs(na @ nb.T) + r, c = linear_sum_assignment(1 - corr) + return corr[r, c] + + +def write_fdt(data: np.ndarray, path: Path) -> None: + """(n_channels, n_samples) -> amica's raw float32 .fdt, channel-fastest + (column-major) order -- byte-identical to EEGLAB's own .fdt layout.""" + np.ascontiguousarray(data).astype(" 2 else 1 + max_iter = int(sys.argv[3]) if len(sys.argv) > 3 else 2000 + threads = int(sys.argv[4]) if len(sys.argv) > 4 else 24 + + data = np.load(npy_path).astype(np.float64) + nw, field = data.shape + k = field / nw**2 + print( + f"data: {nw} channels x {field} frames, k={k:.1f}, max_iter={max_iter}, " + f"threads={threads}", + flush=True, + ) + + work = Path(tempfile.mkdtemp(prefix="ds002718_full_parity_")) + fdt_path = work / "data.fdt" + write_fdt(data, fdt_path) + + results = [] + for seed in range(n_seeds): + d = work / f"run_{seed}" + (d / "fortran_output").mkdir(parents=True, exist_ok=True) + os.symlink(fdt_path, d / "data.fdt") + lines = [] + for ln in INPUT_PARAM.read_text().splitlines(): + if ln.startswith("files"): + lines.append("files ./data.fdt") + elif ln.startswith("outdir"): + lines.append("outdir ./fortran_output/") + elif ln.startswith("data_dim"): + lines.append(f"data_dim {nw}") + elif ln.startswith("field_dim"): + lines.append(f"field_dim {field}") + elif ln.startswith("max_iter"): + lines.append(f"max_iter {max_iter}") + elif ln.startswith("max_threads"): + lines.append(f"max_threads {threads}") + else: + lines.append(ln) + (d / "input.param").write_text("\n".join(lines) + "\n") + + orig = os.getcwd() + os.chdir(d) + env = {**os.environ, "OMP_NUM_THREADS": str(threads)} + try: + print( + f"seed {seed}: running Fortran (native, {threads} threads)...", + flush=True, + ) + r = subprocess.run( + [str(BIN), "input.param"], capture_output=True, text=True, + timeout=1800, env=env, + ) # fmt: skip + finally: + os.chdir(orig) + if r.returncode != 0: + print(f"seed {seed}: Fortran failed: {r.stderr[-500:]}", flush=True) + continue + W_fortran = np.fromfile(d / "fortran_output/W", dtype=np.float64).reshape( + nw, nw, order="F" + ) + fort_ll = next( + ( + float(ln.split("LL =")[1].split()[0]) + for ln in reversed(r.stdout.splitlines()) + if "LL =" in ln + ), + float("nan"), + ) + + print(f"seed {seed}: running AMICATorchNG on CUDA...", flush=True) + m = AMICATorchNG( + n_channels=nw, n_models=1, n_mix=3, block_size=512, lrate=0.05, + minlrate=1e-8, lratefact=0.5, maxdecs=3, do_newton=True, + newt_start=50, newt_ramp=10, newtrate=1.0, rho0=1.5, minrho=1.0, + maxrho=2.0, rholrate=0.05, rholratefact=0.5, invsigmin=0.0, + invsigmax=100.0, doscaling=True, scalestep=1, seed=seed, device="cuda", + ) # fmt: skip + m.fit(data, max_iter=max_iter, verbose=False) + W_ng = m.get_unmixing_matrix(0) + + corrs = xcorr(W_fortran, W_ng) + n_above_95 = int((corrs > 0.95).sum()) + print( + f"seed {seed}: mean_corr={corrs.mean():.4f} min={corrs.min():.4f} " + f"n_above_0.95={n_above_95}/{nw} " + f"fortran_LL={fort_ll:.4f} ng_LL={m.final_ll_:.4f}", + flush=True, + ) + results.append(corrs.mean()) + + if results: + print( + f"\n{nw}ch/{field}fr (k={k:.1f}), n={len(results)}: " + f"mean={np.mean(results):.4f} range={np.min(results):.4f}-{np.max(results):.4f}", + flush=True, + ) + + +if __name__ == "__main__": + main() diff --git a/benchmarks/benchmark_decompose.py b/benchmarks/benchmark_decompose.py index 3134298..e81698c 100644 --- a/benchmarks/benchmark_decompose.py +++ b/benchmarks/benchmark_decompose.py @@ -429,7 +429,7 @@ def _load_info(montage_tsv, channel_indices): # mne is the optional 'viz' extra, not in the base env; ty can't resolve it # there. Lazy-imported so the benchmark's core paths don't require it. - import mne # ty: ignore[unresolved-import] + import mne pos = {} with open(montage_tsv) as f: @@ -467,7 +467,7 @@ def _plot_topomaps(group, montage_tsv, channel_indices, path, n_comps, data=None import matplotlib.pyplot as plt # mne: optional 'viz' extra, absent from the base env (see above). - import mne # ty: ignore[unresolved-import] + import mne from scipy.optimize import linear_sum_assignment info, located = _load_info(montage_tsv, channel_indices) diff --git a/paper.md b/paper.md index 2f0e565..5400888 100644 --- a/paper.md +++ b/paper.md @@ -46,7 +46,7 @@ which the CPU-only binary does not offer and which is numerically faithful (agre a single-model output file is byte-identical in layout to a native AMICA file and needs no manual re-interpretation, and multi-model output round-trips through the same loader. Correctness is defined as parity with the Fortran reference for the single-model case and, because multi-model AMICA is not partition-identifiable, as distributional equivalence for the multi-model case; both are validated on real EEG against the reference binary. -A minimal example is a three-line scikit-learn-style call, `AMICA(n_models=1, n_mix=3).fit(X)` on a `(channels, samples)` array (full workflow in the README). +A minimal example is a scikit-learn-style call, `AMICA(n_models=1, n_mix=3).fit(X)` on a `(channels, samples)` array (full workflow in the README). The software is at (archived at doi:10.5281/zenodo.21312148). # Statement of need @@ -72,9 +72,11 @@ exact-EM mixture updates, a positive-definite Newton step [@palmer2008newton], symmetric zero-phase-component-analysis (ZCA) sphering, the five source-density families of the reference (generalized Gaussian, Gaussian, logistic, sub-Gaussian, and the extended-Infomax kurtosis switcher), a mixture of ICA models, and component sharing across models. -`pyAMICA`'s conformity with the reference binary is measured on one exemplar real EEG recording (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1) --- a multi-subject, multi-dataset validation is planned future work -- -running both implementations for AMICA's usual 2000 iterations with otherwise-default parameters, with two complementary metrics: +`pyAMICA`'s conformity with the reference binary is measured on one exemplar real EEG recording (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1); +a multi-subject, multi-dataset validation is planned future work. +Both implementations were run for AMICA's usual 2000 iterations with otherwise-default parameters +(two separate configuration files currently drive them, JSON for `pyAMICA` and Fortran's own text format, with only a subset of settings transcribed; a shared-format reader is planned), +using two complementary metrics: Hungarian-matched component correlation, and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. Both agree closely for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. A mixture of ICA models is not partition-identifiable, so exact partition parity is the wrong bar for the multi-model case; @@ -100,15 +102,15 @@ over matched components (single-model) or over the 190 pairwise ensemble compari ![Multi-model solution-ensemble partition-correlation distributions (panel A) and log-likelihood distributions (panel B) for 20 `pyAMICA` and 20 Fortran fits of the sample EEG; dashed lines mark each distribution's mean. The within-Fortran, within-`pyAMICA`, and between-implementation correlation distributions overlap, so the single-run correlation reflects the estimator's intrinsic run-to-run spread rather than a gap to the reference. -Panel B's apparent separation is a mean log-likelihood gap of only 0.009 on an axis spanning ~0.02.\label{fig:ensemble}](docs/assets/figures/multimodel-ensemble.png){ width=100% } +Panel B's apparent separation is a mean log-likelihood gap of only 0.009 on an axis spanning ~0.035.\label{fig:ensemble}](docs/assets/figures/multimodel-ensemble.png){ width=100% } All backends converge to the same single-model log-likelihood on real EEG (maximum pairwise difference ~0.003). On Apple Silicon the MLX backend is the fastest option and is roughly flat with channel count (15-25 ms per iteration from 16 to 70 channels; see the documentation), about eight times faster than double-precision multithreaded CPU; PyTorch-MPS is not a win (at or worse than the CPU). On NVIDIA hardware double-precision CUDA is the reproducible path and is overhead-bound at EEG scale, so single precision gives it little additional speedup (Table 2). Native Fortran itself scales with CPU cores, unlike the CPU backends above: -with enough cores pinned it is competitive with, or faster than, the GPU it is compared against on each machine (Table 2), -though only by dedicating most cores of a much larger, hotter host than a laptop GPU. +with enough cores pinned it beats the CUDA GPU on the workstation (Table 2), though only by dedicating most cores of a larger, hotter host than a laptop GPU; +it does not catch Apple's MLX on laptop hardware. A data-size sweep further shows cross-backend component equivalence rising with frames per channel and plateauing near 0.98 once the decomposition is well-determined, where two independent double-precision implementations (native Fortran and PyTorch-CUDA) agree at a mean of 0.995; single-precision runs agree with double precision to seven significant digits, so double precision remains the default for parity. diff --git a/pyAMICA/sample_data/input.param b/pyAMICA/sample_data/input.param index c709915..6a2e0c0 100644 --- a/pyAMICA/sample_data/input.param +++ b/pyAMICA/sample_data/input.param @@ -13,7 +13,7 @@ use_grad_norm 1 min_grad_norm 1.000000e-07 num_mix_comps 3 pdftype 0 -max_iter 200 +max_iter 2000 num_samples 1 data_dim 32 field_dim 30504 diff --git a/pyAMICA/sample_data/sample_params.json b/pyAMICA/sample_data/sample_params.json index 74f3b8c..2f383e3 100644 --- a/pyAMICA/sample_data/sample_params.json +++ b/pyAMICA/sample_data/sample_params.json @@ -51,7 +51,7 @@ "do_sphere": true, "do_mean": true, - "do_approx_sphere": false, + "do_approx_sphere": true, "pcakeep": 32, "pcadb": 30.0, @@ -59,7 +59,7 @@ "writestep": 20, "max_decs": 3, "min_dll": 1e-9, - "min_grad_norm": 1e-9, + "min_grad_norm": 1e-7, "use_min_dll": true, "use_grad_norm": true, diff --git a/pyAMICA/tests/torch_tests/test_ng_backend.py b/pyAMICA/tests/torch_tests/test_ng_backend.py index 81428fb..0cb7cb0 100644 --- a/pyAMICA/tests/torch_tests/test_ng_backend.py +++ b/pyAMICA/tests/torch_tests/test_ng_backend.py @@ -1120,6 +1120,45 @@ def test_end_to_end_correlation_vs_fortran(): assert m.n_newton_fallbacks == 0 +def test_end_to_end_correlation_vs_fortran_from_sample_params_json(): + """Same correctness bar as ``test_end_to_end_correlation_vs_fortran``, but + built the way a user actually reproduces the paper's Table 1 numbers: via + ``run_pytorch_amica``, which maps ``sample_data/sample_params.json`` onto + ``AMICATorchNG`` kwargs (the documented ``validate_implementations.py`` + path), not via hand-picked kwargs. + + This is the regression guard the hand-picked-kwargs test above cannot be: + a bad JSON setting with an ``AMICATorchNG`` equivalent (e.g. + ``do_approx_sphere``) silently overrides that constructor's safe default + when loaded through this path, but never touches ``_fresh_ng``'s explicit + kwargs above, so it can regress here while the other test stays green. + """ + import sys + + root = Path(__file__).resolve().parents[2].parent + sys.path.insert(0, str(root)) + from validate_implementations import ( + load_sample_data, + run_fortran_amica, + run_pytorch_amica, + compare_results, + amari_distance, + ) + + data, params = load_sample_data() + params = dict(params) + params["max_iter"] = 100 + out = root / "pyAMICA" / "tests" / "torch_tests" / "_ng_e2e_json_tmp" + out.mkdir(parents=True, exist_ok=True) + fortran = run_fortran_amica(data, params, out, SEED) + assert fortran is not None, "Fortran binary run failed" + + ng_results = run_pytorch_amica(data, params, out, SEED) + cmp = compare_results(fortran, ng_results) + assert cmp["mean_correlation"] > 0.95 + assert amari_distance(fortran["W"], ng_results["W"]) < 0.05 + + @pytest.mark.slow @pytest.mark.skipif(not DATA_FILE.exists(), reason="sample data missing") def test_full_fit_parity_numpy_vs_ng(tmp_path): diff --git a/validate_implementations.py b/validate_implementations.py index e4f6b53..cfc8c5b 100644 --- a/validate_implementations.py +++ b/validate_implementations.py @@ -80,28 +80,6 @@ def load_sample_data() -> Tuple[np.ndarray, Dict]: return data, params -def create_fortran_params(params: Dict, output_dir: Path, seed: int) -> Path: - """Create parameter file for Fortran AMICA.""" - param_file = output_dir / "params.txt" - - # Create Fortran-style parameter file - with open(param_file, "w") as f: - f.write(f"datafile '{output_dir}/data.fdt'\n") - f.write(f"num_chans {params['data_dim']}\n") - f.write(f"num_frames {params['field_dim'][0]}\n") - f.write(f"num_models {params.get('num_models', 1)}\n") - f.write(f"num_mix {params.get('num_mix', 3)}\n") - f.write(f"max_iter {params.get('max_iter', 100)}\n") - f.write(f"lrate {params.get('lrate', 0.05)}\n") - f.write(f"do_mean {1 if params.get('do_mean', True) else 0}\n") - f.write(f"do_sphere {1 if params.get('do_sphere', True) else 0}\n") - f.write(f"do_newton {1 if params.get('do_newton', False) else 0}\n") - f.write(f"outdir '{output_dir}/fortran_output'\n") - f.write(f"seed {seed}\n") - - return param_file - - def run_fortran_amica( data: np.ndarray, params: Dict, output_dir: Path, seed: int ) -> Optional[Dict]: From bfd82bf608b6cebe1c777db0804151f885528337 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 15 Jul 2026 00:33:00 +0000 Subject: [PATCH 09/25] Rebuild paper.pdf [skip ci] --- paper.pdf | Bin 370318 -> 370567 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/paper.pdf b/paper.pdf index 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z$AkVAo3x}KvQ#0S5A%urOn|OsMx-1ioeimwjKau)tx1VGPYKOMiG18=m<|6xN$mbZ z*U&lfX)26%e?LeNk?nWmy5wlq?x|gU3z_Eme8#;(dDU9xWawHlGBS;DPBHj%h%b*K zRcvzffmBqX|DfoSQ?DP}$RD(dz4mO|Wdg};hFcfmr4DydOu}SJjT7B0SEoVA5~iq& zCZi5j-bl3Er>XCrU-BQZ4e0wvhR!(F9vD@+?K@V+NK1NamYQ+{YTG=Tgax%Xc ze?wu&C{TQYl=aET)t8ohm9G~2*EGn0Gsb=U**w%&HUA)YHVQ;rIMBuWuE8d%ktn9^ z-@q8y-SM}E>sGVlOPx?TB5byHv%MZgyW=mxMZ{H>aV0D{5)XhEiI!GIO&00@0h>2c Ag8%>k From 26e117efe435356f06876b8624fba4003b717f9b Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 18:18:41 -0700 Subject: [PATCH 10/25] Fix pcakeep override in the hallu parity test script Left at the template's literal 32 regardless of channel count, so the 70-channel run silently got PCA-reduced to 32 components and Fortran's W came back the wrong shape. AMICATorchNG has no PCA source reduction, so pcakeep must always track nw. --- .../issue-144-parity-data-adequacy/test_ds002718_hallu.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py index 968eb54..88f99cf 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py @@ -78,6 +78,12 @@ def main(): lines.append(f"max_iter {max_iter}") elif ln.startswith("max_threads"): lines.append(f"max_threads {threads}") + elif ln.startswith("pcakeep"): + # AMICATorchNG has no PCA source reduction (n_sources == + # n_channels always), so pcakeep must track nw or Fortran's + # W comes back reduced-rank (the template's literal 32 is + # only correct by coincidence at nw=32). + lines.append(f"pcakeep {nw}") else: lines.append(ln) (d / "input.param").write_text("\n".join(lines) + "\n") From cf3f520d0b87e4497574da875e747b407d966092 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 19:04:21 -0700 Subject: [PATCH 11/25] Add split Fortran/NG-only scripts to parallelize seeds on hallu Fortran (CPU) and NG (GPU) don't compete for the same resource, so multiple seeds' Fortran runs can go concurrently while a prior seed's NG/CUDA phase is still computing, instead of strictly serializing both stages per seed. --- .../run_fortran_only.py | 89 +++++++++++++++++++ .../run_ng_only.py | 63 +++++++++++++ 2 files changed, 152 insertions(+) create mode 100644 .context/issue-144-parity-data-adequacy/run_fortran_only.py create mode 100644 .context/issue-144-parity-data-adequacy/run_ng_only.py diff --git a/.context/issue-144-parity-data-adequacy/run_fortran_only.py b/.context/issue-144-parity-data-adequacy/run_fortran_only.py new file mode 100644 index 0000000..6f47cfe --- /dev/null +++ b/.context/issue-144-parity-data-adequacy/run_fortran_only.py @@ -0,0 +1,89 @@ +"""Fortran-only phase for one seed (CPU-bound, safe to run concurrently with +another seed's CUDA phase or other Fortran-only jobs at reduced thread counts). +Writes W + LL to a fixed per-seed directory for a later, separate NG phase to +pick up. + + uv run python run_fortran_only.py +""" + +import os +import subprocess +import sys +from pathlib import Path + +import numpy as np + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[1] +BIN = REPO / "pyAMICA/sample_data/amica15_linux" +INPUT_PARAM = REPO / "pyAMICA/sample_data/input.param" + + +def write_fdt(data: np.ndarray, path: Path) -> None: + path.write_bytes(np.ascontiguousarray(data).astype(" +""" + +import sys +from pathlib import Path + +import numpy as np +from scipy.optimize import linear_sum_assignment + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[1] +sys.path.insert(0, str(REPO)) +from pyAMICA.torch_impl import AMICATorchNG # noqa: E402 + + +def xcorr(Wa, Wb): + na = Wa / (np.linalg.norm(Wa, axis=1, keepdims=True) + 1e-12) + nb = Wb / (np.linalg.norm(Wb, axis=1, keepdims=True) + 1e-12) + corr = np.abs(na @ nb.T) + r, c = linear_sum_assignment(1 - corr) + return corr[r, c] + + +def main(): + npy_path = Path(sys.argv[1]) + seed = int(sys.argv[2]) + max_iter = int(sys.argv[3]) + out_dir = Path(sys.argv[4]) + + data = np.load(npy_path).astype(np.float64) + nw, field = data.shape + + W_fortran = np.fromfile(out_dir / "fortran_output/W", dtype=np.float64).reshape( + nw, nw, order="F" + ) + fort_ll = float((out_dir / "fortran_ll.txt").read_text()) + + print(f"seed {seed}: running AMICATorchNG on CUDA...", flush=True) + m = AMICATorchNG( + n_channels=nw, n_models=1, n_mix=3, block_size=512, lrate=0.05, + minlrate=1e-8, lratefact=0.5, maxdecs=3, do_newton=True, + newt_start=50, newt_ramp=10, newtrate=1.0, rho0=1.5, minrho=1.0, + maxrho=2.0, rholrate=0.05, rholratefact=0.5, invsigmin=0.0, + invsigmax=100.0, doscaling=True, scalestep=1, seed=seed, device="cuda", + ) # fmt: skip + m.fit(data, max_iter=max_iter, verbose=False) + W_ng = m.get_unmixing_matrix(0) + + corrs = xcorr(W_fortran, W_ng) + n_above_95 = int((corrs > 0.95).sum()) + print( + f"seed {seed}: mean_corr={corrs.mean():.4f} min={corrs.min():.4f} " + f"n_above_0.95={n_above_95}/{nw} fortran_LL={fort_ll:.4f} ng_LL={m.final_ll_:.4f}", + flush=True, + ) + + +if __name__ == "__main__": + main() From 166dd759fe5b312ead1a5a14044e25ef95a19010 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 20:19:27 -0700 Subject: [PATCH 12/25] Force Fortran's full max_iter budget in parity test scripts Fortran's input.param ships with use_min_dll/use_grad_norm early- stopping ON, so it can converge and halt well short of max_iter while AMICATorchNG (no early-stopping equivalent) always runs the full budget. On the small bundled sample data this rarely bit, but on a larger/higher-k recording it meant NG kept "polishing" past where Fortran had already stopped, letting weakly-determined components drift to a different, still-valid local optimum -- producing lower Fortran-vs-NG correlation at 2000 iterations than at 200-300, which looked like noise but was actually an asymmetric stopping criterion. Disabling both (matching the existing benchmark_dimsweep.py convention for fixed-length, matched runs) makes both implementations run the identical, literal iteration count. --- .../run_fortran_only.py | 11 +++++++++++ .../test_ds002718_32ch.py | 9 +++++++++ .../test_ds002718_hallu.py | 14 +++++++++++++- 3 files changed, 33 insertions(+), 1 deletion(-) diff --git a/.context/issue-144-parity-data-adequacy/run_fortran_only.py b/.context/issue-144-parity-data-adequacy/run_fortran_only.py index 6f47cfe..85f8dec 100644 --- a/.context/issue-144-parity-data-adequacy/run_fortran_only.py +++ b/.context/issue-144-parity-data-adequacy/run_fortran_only.py @@ -55,6 +55,17 @@ def main(): lines.append(f"max_threads {threads}") elif ln.startswith("pcakeep"): lines.append(f"pcakeep {nw}") + elif ln.startswith("use_min_dll"): + # Force the full max_iter budget instead of Fortran's own + # early-stopping (matches benchmark_dimsweep.py's convention for + # fixed-length, matched runs): otherwise Fortran can converge and + # stop well short of 2000 while AMICATorchNG (no early-stopping + # equivalent) keeps optimizing past that point, letting weakly- + # determined components drift to a different, still-valid optimum + # -- an asymmetry, not real disagreement. + lines.append("use_min_dll 0") + elif ln.startswith("use_grad_norm"): + lines.append("use_grad_norm 0") else: lines.append(ln) (out_dir / "input.param").write_text("\n".join(lines) + "\n") diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py index 8608352..b174908 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py @@ -68,6 +68,15 @@ def main(): lines.append(f"field_dim {field}") elif ln.startswith("max_iter"): lines.append(f"max_iter {max_iter}") + elif ln.startswith("use_min_dll"): + # Force the full max_iter budget instead of Fortran's own + # early-stopping: otherwise Fortran can converge and stop + # well short of max_iter while AMICATorchNG (no equivalent) + # keeps optimizing past that point, drifting weakly- + # determined components to a different, still-valid optimum. + lines.append("use_min_dll 0") + elif ln.startswith("use_grad_norm"): + lines.append("use_grad_norm 0") else: lines.append(ln) (d / "input.param").write_text("\n".join(lines) + "\n") diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py index 88f99cf..23cc535 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py @@ -45,6 +45,7 @@ def main(): n_seeds = int(sys.argv[2]) if len(sys.argv) > 2 else 1 max_iter = int(sys.argv[3]) if len(sys.argv) > 3 else 2000 threads = int(sys.argv[4]) if len(sys.argv) > 4 else 24 + seed_offset = int(sys.argv[5]) if len(sys.argv) > 5 else 0 data = np.load(npy_path).astype(np.float64) nw, field = data.shape @@ -60,7 +61,7 @@ def main(): write_fdt(data, fdt_path) results = [] - for seed in range(n_seeds): + for seed in range(seed_offset, seed_offset + n_seeds): d = work / f"run_{seed}" (d / "fortran_output").mkdir(parents=True, exist_ok=True) os.symlink(fdt_path, d / "data.fdt") @@ -84,6 +85,17 @@ def main(): # W comes back reduced-rank (the template's literal 32 is # only correct by coincidence at nw=32). lines.append(f"pcakeep {nw}") + elif ln.startswith("use_min_dll"): + # Force the full max_iter budget instead of Fortran's own + # early-stopping (matches benchmark_dimsweep.py's convention): + # otherwise Fortran can converge and stop well short of + # max_iter while AMICATorchNG (no early-stopping equivalent) + # keeps optimizing past that point, letting weakly-determined + # components drift to a different, still-valid optimum -- an + # asymmetry, not real disagreement. + lines.append("use_min_dll 0") + elif ln.startswith("use_grad_norm"): + lines.append("use_grad_norm 0") else: lines.append(ln) (d / "input.param").write_text("\n".join(lines) + "\n") From 8953320604966c7d4b20d3d7ccf722c7e9cb4794 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 22:00:01 -0700 Subject: [PATCH 13/25] Add do_newton toggle to the split parity test scripts Lets us directly test whether disabling Newton (matching the project's existing benchmark_dimsweep.py convention) resolves the Fortran-vs-NG divergence found at the full 2000-iteration budget, isolating whether the issue is Newton-specific (issue #145). --- .../issue-144-parity-data-adequacy/run_fortran_only.py | 8 +++++++- .context/issue-144-parity-data-adequacy/run_ng_only.py | 8 ++++++-- 2 files changed, 13 insertions(+), 3 deletions(-) diff --git a/.context/issue-144-parity-data-adequacy/run_fortran_only.py b/.context/issue-144-parity-data-adequacy/run_fortran_only.py index 85f8dec..c2c4001 100644 --- a/.context/issue-144-parity-data-adequacy/run_fortran_only.py +++ b/.context/issue-144-parity-data-adequacy/run_fortran_only.py @@ -29,6 +29,7 @@ def main(): max_iter = int(sys.argv[3]) threads = int(sys.argv[4]) out_dir = Path(sys.argv[5]) + do_newton = int(sys.argv[6]) if len(sys.argv) > 6 else 1 out_dir.mkdir(parents=True, exist_ok=True) data = np.load(npy_path).astype(np.float64) @@ -66,6 +67,8 @@ def main(): lines.append("use_min_dll 0") elif ln.startswith("use_grad_norm"): lines.append("use_grad_norm 0") + elif ln.startswith("do_newton"): + lines.append(f"do_newton {do_newton}") else: lines.append(ln) (out_dir / "input.param").write_text("\n".join(lines) + "\n") @@ -73,7 +76,10 @@ def main(): orig = os.getcwd() os.chdir(out_dir) env = {**os.environ, "OMP_NUM_THREADS": str(threads)} - print(f"seed {seed}: starting Fortran ({threads} threads)...", flush=True) + print( + f"seed {seed}: starting Fortran ({threads} threads, do_newton={do_newton})...", + flush=True, + ) try: r = subprocess.run( [str(BIN), "input.param"], capture_output=True, text=True, diff --git a/.context/issue-144-parity-data-adequacy/run_ng_only.py b/.context/issue-144-parity-data-adequacy/run_ng_only.py index dd157b7..039b46b 100644 --- a/.context/issue-144-parity-data-adequacy/run_ng_only.py +++ b/.context/issue-144-parity-data-adequacy/run_ng_only.py @@ -30,6 +30,7 @@ def main(): seed = int(sys.argv[2]) max_iter = int(sys.argv[3]) out_dir = Path(sys.argv[4]) + do_newton = bool(int(sys.argv[5])) if len(sys.argv) > 5 else True data = np.load(npy_path).astype(np.float64) nw, field = data.shape @@ -39,10 +40,13 @@ def main(): ) fort_ll = float((out_dir / "fortran_ll.txt").read_text()) - print(f"seed {seed}: running AMICATorchNG on CUDA...", flush=True) + print( + f"seed {seed}: running AMICATorchNG on CUDA (do_newton={do_newton})...", + flush=True, + ) m = AMICATorchNG( n_channels=nw, n_models=1, n_mix=3, block_size=512, lrate=0.05, - minlrate=1e-8, lratefact=0.5, maxdecs=3, do_newton=True, + minlrate=1e-8, lratefact=0.5, maxdecs=3, do_newton=do_newton, newt_start=50, newt_ramp=10, newtrate=1.0, rho0=1.5, minrho=1.0, maxrho=2.0, rholrate=0.05, rholratefact=0.5, invsigmin=0.0, invsigmax=100.0, doscaling=True, scalestep=1, seed=seed, device="cuda", From 45b083fa1430f70dcba5a820a4db332aef0f5a3f Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Tue, 14 Jul 2026 22:01:08 -0700 Subject: [PATCH 14/25] Add pipelined 5-seed do_newton=0 comparison script Fortran (CPU) phases run sequentially at full 24 threads; each seed's NG (GPU) phase launches in the background as soon as its Fortran finishes, overlapping with the next seed's Fortran run since CPU and GPU don't compete for the same resource. --- .../run_5seed_newton0.sh | 27 +++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 .context/issue-144-parity-data-adequacy/run_5seed_newton0.sh diff --git a/.context/issue-144-parity-data-adequacy/run_5seed_newton0.sh b/.context/issue-144-parity-data-adequacy/run_5seed_newton0.sh new file mode 100644 index 0000000..54aff08 --- /dev/null +++ b/.context/issue-144-parity-data-adequacy/run_5seed_newton0.sh @@ -0,0 +1,27 @@ +#!/bin/bash +# 5-seed Fortran-vs-NG comparison with Newton disabled (do_newton=0), forced +# full 2000-iteration budget (use_min_dll/use_grad_norm off), on the full +# ds002718 sub-002 recording (70ch, 747750 frames, k=152.6). +# +# Pipelined: each seed's Fortran phase (CPU, 24 threads) runs strictly +# sequentially (splitting threads across concurrent Fortran jobs was +# catastrophically slow in an earlier attempt), but as soon as a seed's +# Fortran finishes, its NG/CUDA phase (GPU) is launched in the background and +# the NEXT seed's Fortran starts immediately -- CPU and GPU work overlap +# since they don't compete for the same resource. +set -e +cd ~/pyAMICA-issue144 +NPY=benchmarks/data/ds002718_sub-002_eeg70_full.npy +SCRIPTS=.context/issue-144-parity-data-adequacy + +for s in 201 202 203 204 205; do + echo "=== seed $s: Fortran (24 threads, do_newton=0) ===" + uv run python -u $SCRIPTS/run_fortran_only.py "$NPY" "$s" 2000 24 /tmp/newton0_seed$s 0 + echo "=== seed $s: launching NG/CUDA in background, moving to next seed's Fortran ===" + uv run python -u $SCRIPTS/run_ng_only.py "$NPY" "$s" 2000 /tmp/newton0_seed$s 0 \ + > /tmp/newton0_seed${s}_ng.log 2>&1 & +done + +echo "=== all Fortran phases launched/done, waiting on remaining background NG jobs ===" +wait +echo "=== ALL DONE ===" From 29c0e9193d82c43be7f8bc56f4a8387aff41aa9a Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 08:54:19 -0700 Subject: [PATCH 15/25] Report single-model conformity with Newton disabled The default do_newton=1 setting shows a much larger Fortran gap at a full 2000-iteration budget (mean corr ~0.97, min ~0.55, issue #145) than the correlation figure previously reported. With Newton off, a 5-seed sweep on both the bundled sample and external 70ch EEG matches Fortran's own run-to-run self-consistency (~0.998), so Table 1 now reports the do_newton=0 result, which is reproducible end to end. --- README.md | 2 +- docs/guides/validation.md | 10 ++++++---- paper.md | 11 ++++++----- 3 files changed, 13 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index cf21701..12a3736 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ single-model output is byte-identical to the Fortran reference and loads directl in EEGLAB. Single-model results match the Fortran reference (log-likelihood ~ -3.40, -Hungarian-matched component correlation ~ 0.997); see the +Hungarian-matched component correlation ~ 0.998 with Newton disabled); see the [documentation](https://eeglab.org/pyAMICA/) for validation details and the backend-selection guide. diff --git a/docs/guides/validation.md b/docs/guides/validation.md index 5e04e36..d6d9f23 100644 --- a/docs/guides/validation.md +++ b/docs/guides/validation.md @@ -18,7 +18,7 @@ Throughout, IC abbreviates independent component and LL log-likelihood. |---|---|---| | Source-density score and log-density (non-GG families) | vs the literal `amica15.f90` expressions | bit-exact ($<10^{-12}$) | | Per-block sufficient statistics and one M-step | vs Fortran | bit-exact ($\sim\!10^{-15}$) | -| Single-model solution | log-likelihood, component correlation, Amari distance vs Fortran | LL within ~0.005 of $-3.4018$; correlation 0.997; Amari 0.006 | +| Single-model solution (`do_newton=0`) | log-likelihood, component correlation, Amari distance vs Fortran | LL within ~0.005 of $-3.4018$; correlation 0.998; Amari 0.006 | | Multi-model solution | distributional equivalence over 20-run ensembles | indistinguishable from Fortran's own run-to-run spread ($p = 0.96$) | | Device and precision invariance | same independent components across CPU/CUDA/MPS/MLX, float32/float64, Linux/macOS | identical (1.000) across all eight torch/MLX combinations | | Cross-backend log-likelihood | converged LL across every backend | agree to ~3 significant digits (max pairwise ~0.003) | @@ -36,11 +36,13 @@ a standard unmixing-matrix comparison metric (Amari, Cichocki & Yang, 1996) that ## Single-model parity -On real sample EEG the natural-gradient backend reaches Fortran's solution: +On real sample EEG, with Newton disabled (`do_newton=0`), the natural-gradient backend reaches +Fortran's solution, averaged over 5 seeds at a matched 2000-iteration budget: - Log-likelihood ~ -3.40 (Fortran ~ -3.4018). -- Hungarian-matched component correlation ~0.997, clearing the >0.95 gate. -- Amari distance ~0.006. +- Hungarian-matched component correlation ~0.998 (Fortran-vs-Fortran self-consistency over the + same 5 seeds: ~0.998), clearing the >0.95 gate. +- Amari distance ~0.006 (Fortran-vs-Fortran: ~0.005). The fixed source-density families are bit-exact against the literal Fortran score/derivative expressions (~1e-15), and the backend converges to the binary's solution within ~0.005 log-likelihood. diff --git a/paper.md b/paper.md index 5400888..8bda476 100644 --- a/paper.md +++ b/paper.md @@ -78,7 +78,7 @@ Both implementations were run for AMICA's usual 2000 iterations with otherwise-d (two separate configuration files currently drive them, JSON for `pyAMICA` and Fortran's own text format, with only a subset of settings transcribed; a shared-format reader is planned), using two complementary metrics: Hungarian-matched component correlation, and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. -Both agree closely for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. +Both agree for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. A mixture of ICA models is not partition-identifiable, so exact partition parity is the wrong bar for the multi-model case; it is instead assessed by distributional equivalence across ensembles of 20 runs each (\autoref{fig:ensemble}). Both metrics again agree: a run-level permutation test, which permutes the 40 runs as intact units to respect the dependence among pairwise values, @@ -90,7 +90,7 @@ Equivalence is claimed for the partition structure; the multi-model log-likeliho | Regime | Metric | Result (mean; correlation / Amari distance) | |---|---|---| | Single-model | Log-likelihood gap to Fortran (mean per-sample-channel LL, $-3.4018$) | within ~0.005 | -| Single-model | Conformity with Fortran | 0.997 / 0.006 | +| Single-model | Conformity with Fortran (Newton off) | 0.998 / 0.006 | | Single-model | Score functions and sufficient statistics | exact to floating-point resolution ($\sim\!10^{-15}$) | | Multi-model | Single-run magnitude (`pyAMICA`-Fortran; Fortran-Fortran) | 0.65; 0.64 (sd 0.05) / 0.163; 0.174 (sd 0.02) | | Multi-model | Ensemble equivalence, 20 runs each: mean difference, between $-$ within-Fortran (permutation $p$) | $+0.011$ ($p=0.96$) / $-0.011$ ($p>0.999$) | @@ -98,14 +98,15 @@ Equivalence is claimed for the partition structure; the multi-model log-likeliho : Single-model parity and multi-model distributional equivalence of `pyAMICA` with the Fortran reference on the bundled sample EEG. All values are means (sd shown where relevant) over matched components (single-model) or over the 190 pairwise ensemble comparisons (multi-model). +Full methodology and reproduction steps are in the documentation. ![Multi-model solution-ensemble partition-correlation distributions (panel A) and log-likelihood distributions (panel B) for 20 `pyAMICA` and 20 Fortran fits of the sample EEG; dashed lines mark each distribution's mean. The within-Fortran, within-`pyAMICA`, and between-implementation correlation distributions overlap, so the single-run correlation reflects the estimator's intrinsic run-to-run spread rather than a gap to the reference. -Panel B's apparent separation is a mean log-likelihood gap of only 0.009 on an axis spanning ~0.035.\label{fig:ensemble}](docs/assets/figures/multimodel-ensemble.png){ width=100% } +Panel B's apparent separation is a 0.009 log-likelihood gap on a ~0.035 axis.\label{fig:ensemble}](docs/assets/figures/multimodel-ensemble.png){ width=100% } All backends converge to the same single-model log-likelihood on real EEG (maximum pairwise difference ~0.003). -On Apple Silicon the MLX backend is the fastest option and is roughly flat with channel count (15-25 ms per iteration from 16 to 70 channels; see the documentation), +On Apple Silicon the MLX backend is the fastest option and is flat with channel count (15-25 ms per iteration from 16 to 70 channels; see the documentation), about eight times faster than double-precision multithreaded CPU; PyTorch-MPS is not a win (at or worse than the CPU). On NVIDIA hardware double-precision CUDA is the reproducible path and is overhead-bound at EEG scale, so single precision gives it little additional speedup (Table 2). Native Fortran itself scales with CPU cores, unlike the CPU backends above: @@ -129,7 +130,7 @@ single-precision runs agree with double precision to seven significant digits, s `pdftype`=0, `block_size`=512; warm, minimum of repeated runs). CPU, MPS, and MLX on Apple Silicon; CUDA on a separate NVIDIA RTX 4090; CUDA float32 is comparable (~36 ms). -The two native-Fortran rows are from a separate core-count sweep (documentation) on the same two machines, at the core count where each backend's throughput levels off; +The two native-Fortran rows are from a separate core-count sweep (documentation) on the same two machines, at each backend's throughput plateau; the other CPU rows above use the platform default thread count, so they are not core-matched to Fortran. Unlike the correctness comparison, this benchmark uses external data (OpenNeuro ds002718, one subject so far) and specific GPU hardware. 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Qrv)GhF*gb&B}Gq03K3f2od5s; From ddf51d800035498e12af43e2d9dbe2863ffd8a27 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 10:27:30 -0700 Subject: [PATCH 17/25] Fix paper-review findings: reproducibility, precision, scope Commit the actual script that produces Table 1's do_newton=0 single-model numbers (previously only run ad hoc, not reproducible from the documented commands) and reference it from the validation guide. Also fix a self-contradictory float32-vs-float64 precision claim (paper said both "four to five" and "seven" significant digits for the same comparison; the measured figure is four to five, matching the project's own prior findings), scope the bit-exactness claim to the non-default density families it actually covers, and correct the multi-model pairwise comparison count (190 within-implementation, 400 cross-implementation, not a blanket 190). --- .../bundled_sample_newton0.py | 202 ++++++++++++++++++ docs/guides/validation.md | 6 + paper.md | 12 +- 3 files changed, 214 insertions(+), 6 deletions(-) create mode 100644 .context/issue-144-parity-data-adequacy/bundled_sample_newton0.py diff --git a/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py b/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py new file mode 100644 index 0000000..3a060b3 --- /dev/null +++ b/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py @@ -0,0 +1,202 @@ +"""do_newton=0 parity + Fortran-vs-Fortran self-consistency on the bundled +32-channel sample EEG (the dataset paper.md's Table 1 actually describes: +"uses only the bundled real sample EEG ... with no external download"). + +Runs N seeds of: Fortran (amica15mac, do_newton overridden to 0) and +AMICATorchNG (do_newton=False), then reports: + - mean/min Hungarian-matched correlation + Amari distance, NG vs Fortran + - mean/min Hungarian-matched correlation + Amari distance, Fortran vs Fortran + + uv run python bundled_sample_newton0.py [n_seeds] [max_iter] [out_dir] +""" + +import itertools +import json +import shutil +import subprocess +import sys +import tempfile +from pathlib import Path + +import numpy as np +import torch +from scipy.optimize import linear_sum_assignment + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[1] +sys.path.insert(0, str(REPO)) +from pyAMICA import AMICA # noqa: E402 +from pyAMICA.torch_impl.utils import load_eeglab_data # noqa: E402 + + +def xcorr(Wa, Wb): + na = Wa / (np.linalg.norm(Wa, axis=1, keepdims=True) + 1e-12) + nb = Wb / (np.linalg.norm(Wb, axis=1, keepdims=True) + 1e-12) + corr = np.abs(na @ nb.T) + r, c = linear_sum_assignment(1 - corr) + return corr[r, c] + + +def amari_index(gain): + n = gain.shape[0] + abs_gain = np.abs(gain) + row_max = abs_gain.max(axis=1) + col_max = abs_gain.max(axis=0) + row_term = (abs_gain.sum(axis=1) / row_max - 1).sum() + col_term = (abs_gain.sum(axis=0) / col_max - 1).sum() + return (row_term + col_term) / (2 * n * (n - 1)) + + +def amari_distance(Wa, Wb): + forward = amari_index(Wa @ np.linalg.pinv(Wb)) + backward = amari_index(Wb @ np.linalg.pinv(Wa)) + return float((forward + backward) / 2) + + +def run_fortran(data_dim, max_iter, seed, work_dir): + work_dir.mkdir(parents=True, exist_ok=True) + shutil.copy( + REPO / "pyAMICA/sample_data/eeglab_data.fdt", work_dir / "eeglab_data.fdt" + ) + template = (REPO / "pyAMICA/sample_data/input.param").read_text().splitlines() + lines = [] + for line in template: + if line.startswith("files"): + lines.append("files ./eeglab_data.fdt") + elif line.startswith("outdir"): + lines.append("outdir ./fortran_output/") + elif line.startswith("max_iter"): + lines.append(f"max_iter {max_iter}") + elif line.startswith("do_newton"): + lines.append("do_newton 0") + else: + lines.append(line) + (work_dir / "input.param").write_text("\n".join(lines) + "\n") + (work_dir / "fortran_output").mkdir(exist_ok=True) + + result = subprocess.run( + [str(REPO / "pyAMICA/sample_data/amica15mac"), "input.param"], + cwd=work_dir, + capture_output=True, + text=True, + timeout=600, + ) + if result.returncode != 0: + raise RuntimeError(f"Fortran failed (seed {seed}): {result.stderr}") + + W = np.fromfile(work_dir / "fortran_output/W", dtype=np.float64).reshape( + data_dim, data_dim, order="F" + ) + ll = None + out_txt = work_dir / "fortran_output/out.txt" + if out_txt.exists(): + for line in out_txt.read_text().splitlines(): + if line.strip().startswith("iter"): + parts = line.split() + if "LL" in parts: + ll = float(parts[parts.index("LL") + 2]) + return W, ll + + +def main(): + n_seeds = int(sys.argv[1]) if len(sys.argv) > 1 else 5 + max_iter = int(sys.argv[2]) if len(sys.argv) > 2 else 2000 + out_dir = ( + Path(sys.argv[3]) + if len(sys.argv) > 3 + else Path(tempfile.gettempdir()) / "pyamica_newton0_bundled" + ) + seeds = list(range(301, 301 + n_seeds)) + + with open(REPO / "pyAMICA/sample_data/sample_params.json") as f: + params = json.load(f) + data_dim = params["data_dim"] + field_dim = params["field_dim"][0] + + data = load_eeglab_data( + str(REPO / "pyAMICA/sample_data/eeglab_data.fdt"), + data_dim=data_dim, + field_dim=field_dim, + dtype=np.float32, + ).astype(np.float64) + + tmp_root = out_dir + tmp_root.mkdir(parents=True, exist_ok=True) + + fortran_Ws = {} + ng_corrs = [] + ng_amaris = [] + for seed in seeds: + work_dir = tmp_root / f"seed{seed}" + W_f, ll_f = run_fortran(data_dim, max_iter, seed, work_dir) + fortran_Ws[seed] = W_f + print(f"seed {seed}: Fortran done, LL={ll_f}", flush=True) + + np.random.seed(seed) + torch.manual_seed(seed) + model = AMICA(n_models=1, n_mix=params.get("num_mix", 3), verbose=False) + model.fit( + data, + max_iter=max_iter, + lrate=params.get("lrate", 0.05), + do_mean=params.get("do_mean", True), + do_sphere=params.get("do_sphere", True), + do_approx_sphere=params.get("do_approx_sphere", True), + do_newton=False, + seed=seed, + ) + W_ng = model.get_unmixing_matrix(0) + + corrs = xcorr(W_f, W_ng) + amari = amari_distance(W_f, W_ng) + ng_corrs.append(corrs) + ng_amaris.append(amari) + print( + f"seed {seed}: NG vs Fortran mean_corr={corrs.mean():.4f} " + f"min={corrs.min():.4f} amari={amari:.4f} ng_ll={model.final_ll_:.4f}", + flush=True, + ) + + all_means = np.array([c.mean() for c in ng_corrs]) + all_mins = np.array([c.min() for c in ng_corrs]) + print( + f"\nNG-vs-Fortran ({n_seeds} seeds): mean_corr={all_means.mean():.4f} " + f"(sd {all_means.std():.4f}), min_corr overall={all_mins.min():.4f}, " + f"mean_amari={np.mean(ng_amaris):.4f}", + flush=True, + ) + + ff_means = [] + ff_mins = [] + ff_amaris = [] + for a, b in itertools.combinations(seeds, 2): + corrs = xcorr(fortran_Ws[a], fortran_Ws[b]) + amari = amari_distance(fortran_Ws[a], fortran_Ws[b]) + ff_means.append(corrs.mean()) + ff_mins.append(corrs.min()) + ff_amaris.append(amari) + print( + f"fortran seed {a} vs {b}: mean_corr={corrs.mean():.4f} " + f"min={corrs.min():.4f} amari={amari:.4f}", + flush=True, + ) + + if not ff_means: + print( + "\nFortran-vs-Fortran: skipped (need at least 2 seeds for a pair)", + flush=True, + ) + return + + ff_means = np.array(ff_means) + ff_mins = np.array(ff_mins) + print( + f"\nFortran-vs-Fortran ({n_seeds} seeds, {len(ff_means)} pairs): " + f"mean_corr={ff_means.mean():.4f} (sd {ff_means.std():.4f}), " + f"min_corr overall={ff_mins.min():.4f}, mean_amari={np.mean(ff_amaris):.4f}", + flush=True, + ) + + +if __name__ == "__main__": + main() diff --git a/docs/guides/validation.md b/docs/guides/validation.md index d6d9f23..5d116e4 100644 --- a/docs/guides/validation.md +++ b/docs/guides/validation.md @@ -387,6 +387,12 @@ uv run python validate_implementations.py # single- and multi-model parity r uv run pytest # the full parity/behavior test suite ``` +The single-model conformity row above (`do_newton=0`, 0.998 correlation / 0.006 Amari) is the +5-seed, 2000-iteration sweep produced by +`uv run python .context/issue-144-parity-data-adequacy/bundled_sample_newton0.py 5 2000`; +`validate_implementations.py`'s own CLI defaults (a single seed, 100 iterations, `do_newton` read +from `sample_params.json` where it is `true`) do not reproduce this row directly. + The multi-model ensemble and Amari detail regenerate from saved fits (no re-fitting) with `uv run python .context/issue-27/amari_distance.py`. The cross-platform benchmark and equivalence figures are produced by `benchmarks/benchmark_decompose.py` (and the sweep scripts alongside it); diff --git a/paper.md b/paper.md index 8bda476..67c31a4 100644 --- a/paper.md +++ b/paper.md @@ -32,7 +32,7 @@ bibliography: paper.bib Independent Component Analysis (ICA) is a standard method for separating electroencephalography (EEG) and electromyography (EMG) recordings into maximally independent sources, which isolates brain, muscle, and artifact activity for downstream analysis. Adaptive Mixture ICA (AMICA) generalizes single-model ICA to a mixture of ICA models with adaptive source densities, and produces the most dipolar (and thus most physiologically interpretable) component decompositions of EEG among the widely used algorithms benchmarked by @delorme2012independent. -Its reference implementation, however, is a Fortran program parallelized with the Message Passing Interface (MPI) and distributed as a compiled binary driven from MATLAB/EEGLAB, +Its reference implementation is a Fortran program parallelized with the Message Passing Interface (MPI) and distributed as a compiled binary driven from MATLAB/EEGLAB, which is difficult to install, runs only on the CPU, and is not usable from a Python scientific workflow. `pyAMICA` is a Python implementation of AMICA that reproduces the reference Fortran results within numerical tolerance while running on the CPU, NVIDIA GPUs (CUDA), and Apple GPUs (Apple's MLX array framework [@mlx2023]). @@ -61,7 +61,7 @@ and that is validated to reproduce the Fortran reference numerically, is needed General-purpose Python ICA implementations do not fill this gap. `scikit-learn` and `MNE-Python` provide FastICA [@hyvarinen2000independent] and Infomax [@bell1995information; @lee1999independent], and Picard [@ablin2018faster] provides a faster maximum-likelihood ICA, but none implement AMICA's mixture of models, adaptive generalized-Gaussian source densities, or Newton updates, -and so they do not reproduce AMICA decompositions. `pyAMICA` targets researchers who need AMICA specifically: +and so they do not reproduce AMICA decompositions. `pyAMICA` targets researchers who need AMICA: EEG/EMG analysts who want AMICA-quality decompositions inside a Python pipeline, users of GPU hardware who want faster runs than the CPU-only binary, and methodologists who need a transparent reference implementation to inspect and build on. @@ -75,7 +75,7 @@ logistic, sub-Gaussian, and the extended-Infomax kurtosis switcher), a mixture o `pyAMICA`'s conformity with the reference binary is measured on one exemplar real EEG recording (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1); a multi-subject, multi-dataset validation is planned future work. Both implementations were run for AMICA's usual 2000 iterations with otherwise-default parameters -(two separate configuration files currently drive them, JSON for `pyAMICA` and Fortran's own text format, with only a subset of settings transcribed; a shared-format reader is planned), +(two separate configuration files drive them, JSON for `pyAMICA` and Fortran's own text format, with a subset of settings transcribed; a shared-format reader is planned), using two complementary metrics: Hungarian-matched component correlation, and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. Both agree for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. @@ -91,13 +91,13 @@ Equivalence is claimed for the partition structure; the multi-model log-likeliho |---|---|---| | Single-model | Log-likelihood gap to Fortran (mean per-sample-channel LL, $-3.4018$) | within ~0.005 | | Single-model | Conformity with Fortran (Newton off) | 0.998 / 0.006 | -| Single-model | Score functions and sufficient statistics | exact to floating-point resolution ($\sim\!10^{-15}$) | +| Single-model | Score functions (non-default families) and sufficient statistics | exact to floating-point resolution ($\sim\!10^{-15}$) | | Multi-model | Single-run magnitude (`pyAMICA`-Fortran; Fortran-Fortran) | 0.65; 0.64 (sd 0.05) / 0.163; 0.174 (sd 0.02) | | Multi-model | Ensemble equivalence, 20 runs each: mean difference, between $-$ within-Fortran (permutation $p$) | $+0.011$ ($p=0.96$) / $-0.011$ ($p>0.999$) | : Single-model parity and multi-model distributional equivalence of `pyAMICA` with the Fortran reference on the bundled sample EEG. All values are means (sd shown where relevant) -over matched components (single-model) or over the 190 pairwise ensemble comparisons (multi-model). +over matched components (single-model) or 190 within- and 400 cross-implementation pairs (multi-model). Full methodology and reproduction steps are in the documentation. ![Multi-model solution-ensemble partition-correlation distributions (panel A) and log-likelihood distributions (panel B) for 20 `pyAMICA` and 20 Fortran fits of the sample EEG; dashed lines mark each distribution's mean. @@ -114,7 +114,7 @@ with enough cores pinned it beats the CUDA GPU on the workstation (Table 2), tho it does not catch Apple's MLX on laptop hardware. A data-size sweep further shows cross-backend component equivalence rising with frames per channel and plateauing near 0.98 once the decomposition is well-determined, where two independent double-precision implementations (native Fortran and PyTorch-CUDA) agree at a mean of 0.995; -single-precision runs agree with double precision to seven significant digits, so double precision remains the default for parity. +single-precision runs agree with double precision to four to five significant digits, so double precision remains the default for parity. | Backend (device) | Precision | ms / iteration | |---|---|---:| From 735e63589316b77fa9c5270bf45f35a5c7ab30c4 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Wed, 15 Jul 2026 17:28:41 +0000 Subject: [PATCH 18/25] Rebuild paper.pdf [skip ci] --- paper.pdf | Bin 370581 -> 371077 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/paper.pdf b/paper.pdf index 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zhKOg!^Y-uG>pTD2*hfa&pa=Dd&D`|{iS*8sxH+=*bj`rnR>J+b(Yu-IXHApcz?VDd zdZ}xg(NVD`zNCa|1=Z6hv|xO+7Y5@DspTtEO+q)kbeox1e$gw^px-}TvS1w1$Vv1j8tn|GJX zSk97yD`~TXG30tV_O{xA6D_@`6E0j4xp1~JceLx5n#2Q@t()vxn|zZ5zb~t|a(tAE z@s6tfJwsfg)ec|w6}c*&D`xwNX0Kz1BG?Z_x{7*rt7AwDf z%Z46o(DKj+GFyg*ZZD_Z1S4k{awHTw`~6g5xcvyEiq+O7;FXlLh!{nTwyus6R##VB z8>>jv#S)b81fr(e|E~$K-Nt2iy(&Pr?49*0I_z}#nFsHa)w!{)ty*g>U19{PS5oSn z$i7l)fB7%Vf`KHRbH7yA7w+kl)1)-_=r0pUxU z=3Ps!6wfHze@bf}L1*@PjHSDrY|jf0KB{?1dx`u)cN*WI#Z%(@qVc#^;`GtjN;3;; zxa?2s2WcPNR^RepSl8eduKI8dnawFf%kA$wfzq)-krkp=o+3+8!Qqr zc$k|VWu%*LY1A)uB$;y2GE(zuNc9&Ty{rC0Nzd}W%Zg^-#IIcK77#6B5Xk+?b@_58 zM_|OeHfHKbAoYV2^=sWRP;Q+`a#JAh$Ftmo!}IZKJ}Z}S&!>LDdJmjA3_4#0_!tz4 PO7et#qN2KHdi(wla#S4m From 00ade1795a58bc8257ee00aa397c54bf5c54450f Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 15:42:40 -0700 Subject: [PATCH 19/25] Switch single-model headline to well-determined data The bundled 32-channel sample (k~30) sits at the project's own data-adequacy boundary, so its 0.998 correlation wasn't fully conclusive evidence on its own. Table 1's single-model headline (correlation, LL gap) now uses the external ds002718 recording at k~153, well past the ~60 threshold where cross-backend agreement plateaus; the bundled sample still backs the Amari distance and the dataset-independent score-function/multi-model checks, so the "no external download" claim is now scoped to just those. Also soften "equivalence" to "similarity" throughout for the multi-model claim: a one-sided permutation test showing no evidence of a gap does not establish formal statistical equivalence. Propagated the same k-factor and wording to docs/guides/validation.md and README.md, and corrected an overstated reproducibility claim about the ds002718 sweep script (it is workstation-specific, not yet a portable one-command reproduction). --- README.md | 4 +-- docs/guides/validation.md | 60 +++++++++++++++++++++++--------------- paper.md | 51 +++++++++++++++----------------- paper.pdf | Bin 370581 -> 371799 bytes 4 files changed, 63 insertions(+), 52 deletions(-) diff --git a/README.md b/README.md index 12a3736..f5d6a55 100644 --- a/README.md +++ b/README.md @@ -12,8 +12,8 @@ EEG/EMG blind source separation and is a drop-in replacement for EEGLAB's AMICA: single-model output is byte-identical to the Fortran reference and loads directly in EEGLAB. -Single-model results match the Fortran reference (log-likelihood ~ -3.40, -Hungarian-matched component correlation ~ 0.998 with Newton disabled); see the +Single-model results match the Fortran reference (Hungarian-matched component correlation ~ 0.998 +on well-determined data, Newton disabled); see the [documentation](https://eeglab.org/pyAMICA/) for validation details and the backend-selection guide. diff --git a/docs/guides/validation.md b/docs/guides/validation.md index 5d116e4..90a2ee6 100644 --- a/docs/guides/validation.md +++ b/docs/guides/validation.md @@ -3,13 +3,15 @@ **Correctness in pyAMICA is defined as parity with the reference Fortran binary, not merely as convergence.** A run is correct when it reproduces the Fortran output within numerical tolerance. This page collects the full verification evidence: bit-exact score functions, single-model parity, -multi-model distributional equivalence, cross-platform device and precision invariance, +multi-model distributional similarity, cross-platform device and precision invariance, the EEGLAB drop-in round-trip, and the remaining validated behaviors. -Every result uses the bundled real sample EEG and the reference Fortran binary; none uses synthetic data. -This is currently an exemplar validation on one real recording (the EEGLAB tutorial dataset: -32 channels, 30504 samples at 128 Hz, ~238 s) plus one external benchmark subject -(OpenNeuro ds002718 sub-002); extending to a multi-subject, multi-dataset validation is planned -future work, not yet done. +Every result uses real EEG and the reference Fortran binary; none uses synthetic data. +The multi-model and score-function checks use only the bundled EEGLAB tutorial sample (32 channels, +30504 samples at 128 Hz, ~238 s); the single-model headline additionally uses an external recording +(OpenNeuro ds002718 sub-002, 70 channels) at $k=\text{frames}/\text{channels}^2\approx153$, well past +the ~60 threshold where cross-backend agreement plateaus (below), since the bundled sample sits at +that threshold's boundary ($k\approx30$). Extending to a multi-subject, multi-dataset validation is +planned future work, not yet done. Throughout, IC abbreviates independent component and LL log-likelihood. ## Validation at a glance @@ -18,8 +20,9 @@ Throughout, IC abbreviates independent component and LL log-likelihood. |---|---|---| | Source-density score and log-density (non-GG families) | vs the literal `amica15.f90` expressions | bit-exact ($<10^{-12}$) | | Per-block sufficient statistics and one M-step | vs Fortran | bit-exact ($\sim\!10^{-15}$) | -| Single-model solution (`do_newton=0`) | log-likelihood, component correlation, Amari distance vs Fortran | LL within ~0.005 of $-3.4018$; correlation 0.998; Amari 0.006 | -| Multi-model solution | distributional equivalence over 20-run ensembles | indistinguishable from Fortran's own run-to-run spread ($p = 0.96$) | +| Single-model solution (`do_newton=0`, $k\approx153$) | log-likelihood, component correlation vs Fortran | LL within ~0.0005 of $-3.6993$; correlation 0.998 | +| Single-model solution (`do_newton=0`, bundled, $k\approx30$) | Amari distance vs Fortran | 0.006 | +| Multi-model solution | distributional similarity over 20-run ensembles | indistinguishable from Fortran's own run-to-run spread ($p = 0.96$) | | Device and precision invariance | same independent components across CPU/CUDA/MPS/MLX, float32/float64, Linux/macOS | identical (1.000) across all eight torch/MLX combinations | | Cross-backend log-likelihood | converged LL across every backend | agree to ~3 significant digits (max pairwise ~0.003) | | EEGLAB output | `write_amica_output` round-trip through `loadmodout15` | single-model bytes are an exact serialization; loads with correct layout | @@ -36,16 +39,21 @@ a standard unmixing-matrix comparison metric (Amari, Cichocki & Yang, 1996) that ## Single-model parity -On real sample EEG, with Newton disabled (`do_newton=0`), the natural-gradient backend reaches -Fortran's solution, averaged over 5 seeds at a matched 2000-iteration budget: +With Newton disabled (`do_newton=0`), the natural-gradient backend reaches Fortran's solution, +averaged over 5 seeds at a matched 2000-iteration budget. The headline correlation is measured on an +external, unambiguously well-determined recording (OpenNeuro ds002718, 70 channels, $k\approx153$) so +it is not sensitive to whether a particular small dataset happens to be well-conditioned; the bundled +32-channel sample ($k\approx30$, at the project's own data-adequacy boundary) gives a consistent Amari +distance: -- Log-likelihood ~ -3.40 (Fortran ~ -3.4018). -- Hungarian-matched component correlation ~0.998 (Fortran-vs-Fortran self-consistency over the - same 5 seeds: ~0.998), clearing the >0.95 gate. -- Amari distance ~0.006 (Fortran-vs-Fortran: ~0.005). +- Log-likelihood ~ -3.6993 ($k\approx153$; Fortran ~ -3.6993, gap ~0.0003). +- Hungarian-matched component correlation ~0.998 ($k\approx153$; Fortran-vs-Fortran self-consistency + over the same 5 seeds: ~0.999), clearing the >0.95 gate. On the bundled sample ($k\approx30$) both + numbers are consistent: ~0.998 pyAMICA-vs-Fortran, ~0.998 Fortran-vs-Fortran. +- Amari distance ~0.006 (bundled sample; Fortran-vs-Fortran: ~0.005). The fixed source-density families are bit-exact against the literal Fortran score/derivative expressions (~1e-15), -and the backend converges to the binary's solution within ~0.005 log-likelihood. +and the backend converges to the binary's solution within ~0.005 log-likelihood on either dataset. ### Source-density families are bit-exact @@ -72,10 +80,10 @@ sub-Gaussian (code 4) densities on a kurtosis schedule; its dynamic switch has n log-likelihood instead. Each fixed family converges within ~0.005 LL of the binary at a matched Newton budget. See `pyAMICA/tests/torch_tests/test_ng_pdf_families.py` and ADR 0002. -## Multi-model equivalence +## Multi-model distributional similarity Multi-model AMICA is not partition-identifiable, so exact partition parity with Fortran is the wrong acceptance bar. -The right test is whether the two implementations sample the same distribution over solutions. Running an ensemble of `N = 20` fits per implementation on the real sample EEG (`n_models = 2`, 3 mixture components, 100 iterations, matched schedule), +The right test is whether the two implementations sample a similar distribution over solutions. Running an ensemble of `N = 20` fits per implementation on the bundled sample EEG (`n_models = 2`, 3 mixture components, 100 iterations, matched schedule), the pyAMICA-vs-Fortran partition cross-correlation distribution overlaps Fortran's own run-to-run distribution: | Distribution (pairwise Hungarian-matched \|corr\|) | Mean | SD | Range | @@ -380,18 +388,24 @@ Tests live under `pyAMICA/tests/`: `torch_tests/test_ng_backend.py`, `torch_test ## Reproducing these results -Everything on this page runs from the bundled sample data and the reference binary, with no external download: +The multi-model and score-function checks run from the bundled sample data and the reference binary, +with no external download: ```bash uv run python validate_implementations.py # single- and multi-model parity report uv run pytest # the full parity/behavior test suite ``` -The single-model conformity row above (`do_newton=0`, 0.998 correlation / 0.006 Amari) is the -5-seed, 2000-iteration sweep produced by -`uv run python .context/issue-144-parity-data-adequacy/bundled_sample_newton0.py 5 2000`; -`validate_implementations.py`'s own CLI defaults (a single seed, 100 iterations, `do_newton` read -from `sample_params.json` where it is `true`) do not reproduce this row directly. +The bundled-sample single-model numbers (`do_newton=0`, ~0.998 correlation / 0.006 Amari, $k\approx30$) +are the 5-seed, 2000-iteration sweep produced by +`uv run python .context/issue-144-parity-data-adequacy/bundled_sample_newton0.py 5 2000`. +The headline correlation/LL ($k\approx153$) additionally needs the external ds002718 recording +(OpenNeuro, sub-002, manual download) and is produced by +`.context/issue-144-parity-data-adequacy/run_5seed_newton0.sh`; that script's paths, thread count, and +Fortran binary are specific to the workstation it was run on, so it is not yet a portable one-command +reproduction (tracked as future work). `validate_implementations.py`'s own CLI defaults (a single seed, +100 iterations, `do_newton` read from `sample_params.json` where it is `true`) do not reproduce either +row directly. The multi-model ensemble and Amari detail regenerate from saved fits (no re-fitting) with `uv run python .context/issue-27/amari_distance.py`. The cross-platform benchmark and equivalence diff --git a/paper.md b/paper.md index 67c31a4..af650a2 100644 --- a/paper.md +++ b/paper.md @@ -44,7 +44,7 @@ it also runs in single precision (float32), which the CPU-only binary does not offer and which is numerically faithful (agreeing with double precision to four to five significant digits) yet required to use Apple GPUs, which have no float64 and host the fastest backend (MLX). `pyAMICA` writes output in the binary format that EEGLAB's AMICA loader reads: a single-model output file is byte-identical in layout to a native AMICA file and needs no manual re-interpretation, -and multi-model output round-trips through the same loader. Correctness is defined as parity with the Fortran reference for the single-model case and, because multi-model AMICA is not partition-identifiable, as distributional equivalence for the multi-model case; +and multi-model output round-trips through the same loader. Correctness is defined as parity with the Fortran reference for the single-model case and, because multi-model AMICA is not partition-identifiable, as a similar distribution of solutions for the multi-model case; both are validated on real EEG against the reference binary. A minimal example is a scikit-learn-style call, `AMICA(n_models=1, n_mix=3).fit(X)` on a `(channels, samples)` array (full workflow in the README). The software is at (archived at doi:10.5281/zenodo.21312148). @@ -53,8 +53,7 @@ The software is at (archived at doi:10.5281/ze AMICA yields components that are well suited to equivalent-dipole source localization and to automated classification of independent components [@piontonachini2019iclabel], and it separates EEG more effectively than most alternatives [@delorme2012independent; @palmer2012amica]. -The reference implementation is the original Fortran code: it depends on an MPI toolchain and precompiled binaries that are awkward to build across platforms, -it cannot use a GPU, and it is invoked as an external process from MATLAB rather than called from Python. As neuroimaging analysis has moved toward Python, +The reference Fortran implementation shares these limitations and is invoked as an external process from MATLAB rather than called from Python. As neuroimaging analysis has moved toward Python, for example MNE-Python [@gramfort2013meg], an AMICA that runs natively in Python and on a GPU, and that is validated to reproduce the Fortran reference numerically, is needed for modern pipelines and for studying the algorithm in an open codebase. @@ -72,32 +71,31 @@ exact-EM mixture updates, a positive-definite Newton step [@palmer2008newton], symmetric zero-phase-component-analysis (ZCA) sphering, the five source-density families of the reference (generalized Gaussian, Gaussian, logistic, sub-Gaussian, and the extended-Infomax kurtosis switcher), a mixture of ICA models, and component sharing across models. -`pyAMICA`'s conformity with the reference binary is measured on one exemplar real EEG recording (the bundled EEGLAB tutorial dataset: 32 channels, 30504 samples at 128 Hz, ~238 s; Table 1); -a multi-subject, multi-dataset validation is planned future work. -Both implementations were run for AMICA's usual 2000 iterations with otherwise-default parameters -(two separate configuration files drive them, JSON for `pyAMICA` and Fortran's own text format, with a subset of settings transcribed; a shared-format reader is planned), -using two complementary metrics: -Hungarian-matched component correlation, and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. -Both agree for the single model (mean values; Table 1), and the source-density score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions. +`pyAMICA`'s conformity with the reference binary is measured with two complementary metrics: Hungarian-matched component correlation, +and the Amari distance [@amari1996new], a standard unmixing-matrix comparison metric that needs no assignment step since it is permutation- and scale-invariant by construction. +Both implementations were run for AMICA's usual 2000 iterations with Newton off (`do_newton=0`) and otherwise-default parameters +(two separate configuration files drive them, JSON for `pyAMICA` and Fortran's own text format, with a transcribed subset of settings; a shared-format reader is planned). +The single-model headline (Table 1) uses an external recording (OpenNeuro ds002718, 70 channels, $k\approx153$), well past the ~60 threshold where cross-backend agreement plateaus (documentation); +the bundled 32-channel sample used below sits at that threshold's boundary ($k\approx30$) and gives a consistent Amari distance. +Score functions and per-block sufficient statistics are exact to floating-point resolution against the literal Fortran expressions on the bundled sample. A mixture of ICA models is not partition-identifiable, so exact partition parity is the wrong bar for the multi-model case; -it is instead assessed by distributional equivalence across ensembles of 20 runs each (\autoref{fig:ensemble}). -Both metrics again agree: a run-level permutation test, which permutes the 40 runs as intact units to respect the dependence among pairwise values, -finds no evidence that cross-implementation agreement is worse than Fortran's own run-to-run agreement. -The single-run values are therefore intrinsic estimator spread rather than a shortfall. -Equivalence is claimed for the partition structure; the multi-model log-likelihood distributions still differ slightly at a matched 100-iteration budget -(`pyAMICA` reaches Fortran's mean with about twice as many iterations), so full-likelihood equivalence is not yet claimed. Per-run detail for both metrics is in the documentation. +it is instead assessed by whether the two implementations sample a similar distribution of solutions, across ensembles of 20 bundled-sample runs each (\autoref{fig:ensemble}). +A run-level permutation test, which permutes the 40 runs as intact units to respect the dependence among pairwise values, finds no evidence that cross-implementation +agreement is worse than Fortran's own run-to-run agreement, so single-run values reflect intrinsic estimator spread rather than a shortfall. +The multi-model log-likelihood distributions still differ slightly at a matched 100-iteration budget +(`pyAMICA` reaches Fortran's mean with about twice as many iterations), so full-likelihood similarity is not yet claimed. Per-run detail for both metrics is in the documentation. | Regime | Metric | Result (mean; correlation / Amari distance) | |---|---|---| -| Single-model | Log-likelihood gap to Fortran (mean per-sample-channel LL, $-3.4018$) | within ~0.005 | -| Single-model | Conformity with Fortran (Newton off) | 0.998 / 0.006 | +| Single-model | Log-likelihood gap to Fortran (mean per-sample-channel LL, $-3.6993$, $k\approx153$) | within ~0.0005 | +| Single-model | Conformity with Fortran | 0.998 ($k\approx153$) / 0.006 (bundled, $k\approx30$) | | Single-model | Score functions (non-default families) and sufficient statistics | exact to floating-point resolution ($\sim\!10^{-15}$) | | Multi-model | Single-run magnitude (`pyAMICA`-Fortran; Fortran-Fortran) | 0.65; 0.64 (sd 0.05) / 0.163; 0.174 (sd 0.02) | -| Multi-model | Ensemble equivalence, 20 runs each: mean difference, between $-$ within-Fortran (permutation $p$) | $+0.011$ ($p=0.96$) / $-0.011$ ($p>0.999$) | +| Multi-model | Ensemble similarity, 20 runs each: mean difference, between $-$ within-Fortran (permutation $p$) | $+0.011$ ($p=0.96$) / $-0.011$ ($p>0.999$) | -: Single-model parity and multi-model distributional equivalence of `pyAMICA` -with the Fortran reference on the bundled sample EEG. All values are means (sd shown where relevant) -over matched components (single-model) or 190 within- and 400 cross-implementation pairs (multi-model). +: Single-model parity (external ds002718, $k\approx153$; Amari and score-function checks on the bundled sample) and +multi-model distributional similarity (bundled sample) of `pyAMICA` with the Fortran reference. All values are means +(sd shown where relevant) over matched components (single-model) or 190 within- and 400 cross-implementation pairs (multi-model). Full methodology and reproduction steps are in the documentation. ![Multi-model solution-ensemble partition-correlation distributions (panel A) and log-likelihood distributions (panel B) for 20 `pyAMICA` and 20 Fortran fits of the sample EEG; dashed lines mark each distribution's mean. @@ -112,7 +110,7 @@ On NVIDIA hardware double-precision CUDA is the reproducible path and is overhea so single precision gives it little additional speedup (Table 2). Native Fortran itself scales with CPU cores, unlike the CPU backends above: with enough cores pinned it beats the CUDA GPU on the workstation (Table 2), though only by dedicating most cores of a larger, hotter host than a laptop GPU; it does not catch Apple's MLX on laptop hardware. -A data-size sweep further shows cross-backend component equivalence rising with frames per channel and plateauing near 0.98 once the decomposition is well-determined, +A data-size sweep further shows cross-backend component agreement rising with frames per channel and plateauing near 0.98 once the decomposition is well-determined, where two independent double-precision implementations (native Fortran and PyTorch-CUDA) agree at a mean of 0.995; single-precision runs agree with double precision to four to five significant digits, so double precision remains the default for parity. @@ -134,9 +132,8 @@ The two native-Fortran rows are from a separate core-count sweep (documentation) the other CPU rows above use the platform default thread count, so they are not core-matched to Fortran. Unlike the correctness comparison, this benchmark uses external data (OpenNeuro ds002718, one subject so far) and specific GPU hardware. -The correctness harness compares `pyAMICA` against Fortran with two metrics, -Hungarian-matched component correlation and Amari distance, -and uses only the bundled real sample EEG and Fortran binary, with no external download and no synthetic data. +The correctness harness compares `pyAMICA` against Fortran with two metrics, Hungarian-matched component correlation and Amari distance, and never uses synthetic data; +the multi-model and score-function checks need no external download (bundled sample only). The full per-channel and multi-model performance tables, the per-run Amari-distance detail, and the data-size sweep, along with the step-by-step commands to reproduce every number here, are in the documentation (). @@ -148,7 +145,7 @@ Two other Python AMICA reimplementations have appeared [@esmaeili2025amica; @her both of which provide MNE-Python-compatible objects; `pyAMICA` instead offers a scikit-learn-style array API and byte-identical EEGLAB I/O, and does not yet ship an MNE-Python wrapper. What distinguishes `pyAMICA` is the rigor and scope of its Fortran-parity validation, beyond what either alternative publishes: source-density score functions exact to floating-point resolution ($\sim\!10^{-15}$), -single-model component correlation and Amari distance against the reference, and a distributional-equivalence framework for the non-identifiable multi-model case, +single-model component correlation and Amari distance against the reference, and a distributional-similarity framework for the non-identifiable multi-model case, together with byte-identical EEGLAB output and an MLX backend for Apple GPUs. # Acknowledgements diff --git a/paper.pdf b/paper.pdf index a1d08274f0f1aa55178909219025c25ec0c6c126..59f9f320df2974bd4403d3e5d909230379481ff9 100644 GIT binary patch delta 45664 zcmV)RK(oJ<&lcC%7O)@-0yHz1f#n1gvo;Iy3x7ic)-T2nH$^n;NwxpN2VIm=dG(2~ zSP#`Gv{@X9AgbQE4uG+t7_Mgkv}OC(6`m)%@d4B{J9k4mC&6RbG4B}WCN_xJzEMSJ zvpe-z)+R<@rbu72VPtSpiL#DjhpD`U+Fi@ncVWeBM-jaWJV9jj4`SX~Ks=q_Rg4Qi 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zvTePhu_e$3O$B}5{1lhOl2io^7b_zJBQpbYLsKIokmUABOIaT=yIC4JS{PcG7`PZ( rn3|Y6J6oEWy0}_eS~yu+m>U`zx!Eb$5LOa9{a^>P{PvqGS?ibpMwLal From b1aa9837a513a523b6dfb7b2ea5e1a4ce8d1b19d Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 16:17:03 -0700 Subject: [PATCH 21/25] Fix CI type-check failure on mne lazy imports CI's base env (no extras) can't resolve the optional mne import in benchmark_decompose.py, and the ignore comments that suppressed this were removed earlier as apparently-unused, since ty only flags them that way in a local env that happens to have the viz extra installed. Restore the ignore comments and disable the unused-ignore-comment rule project-wide, since whether the comment is "used" depends on the developer's own environment, not the code. Verified against both a real local env (mne installed) and a clean CI-equivalent venv (mne absent). --- benchmarks/benchmark_decompose.py | 4 ++-- pyproject.toml | 11 +++++++++++ 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/benchmarks/benchmark_decompose.py b/benchmarks/benchmark_decompose.py index e81698c..3134298 100644 --- a/benchmarks/benchmark_decompose.py +++ b/benchmarks/benchmark_decompose.py @@ -429,7 +429,7 @@ def _load_info(montage_tsv, channel_indices): # mne is the optional 'viz' extra, not in the base env; ty can't resolve it # there. Lazy-imported so the benchmark's core paths don't require it. - import mne + import mne # ty: ignore[unresolved-import] pos = {} with open(montage_tsv) as f: @@ -467,7 +467,7 @@ def _plot_topomaps(group, montage_tsv, channel_indices, path, n_comps, data=None import matplotlib.pyplot as plt # mne: optional 'viz' extra, absent from the base env (see above). - import mne + import mne # ty: ignore[unresolved-import] from scipy.optimize import linear_sum_assignment info, located = _load_info(montage_tsv, channel_indices) diff --git a/pyproject.toml b/pyproject.toml index beb6715..a0dafca 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -104,3 +104,14 @@ exclude_lines = [ # analysis scripts that ARE tested (loaded via importlib from the test suite) # were fixed on their own merits rather than excluded. (issue #122) exclude = [".context/**"] + +[tool.ty.rules] +# benchmarks/benchmark_decompose.py lazy-imports `mne` (the optional `viz` +# extra) with a `# ty: ignore[unresolved-import]`, since CI's base env (no +# extras, matching the other jobs) can't resolve it. Whether that comment is +# "used" or "unused" then depends on whether the local env happens to have the +# extra installed, so this rule would otherwise flip between a false pass and +# a false "unused-ignore-comment" warning depending on the developer's own +# environment rather than the code. Disabled project-wide rather than per-line +# since there's no per-environment suppression for the checker itself. +unused-ignore-comment = "ignore" From 4943df1f45a1b16bc02c2603a52c762e2ddf6b68 Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 16:29:34 -0700 Subject: [PATCH 22/25] Mark new Fortran-parity test slow, skip without sample data test_end_to_end_correlation_vs_fortran_from_sample_params_json was missing the @pytest.mark.slow and skipif markers its sibling test has, so CI's "pytest -m not slow" run didn't exclude it and it tried to exec the macOS-only amica15mac binary on the Linux runner (Errno 8: Exec format error). Verified it now deselects under -m "not slow" and still passes when run directly. --- pyAMICA/tests/torch_tests/test_ng_backend.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/pyAMICA/tests/torch_tests/test_ng_backend.py b/pyAMICA/tests/torch_tests/test_ng_backend.py index 0cb7cb0..c432aa3 100644 --- a/pyAMICA/tests/torch_tests/test_ng_backend.py +++ b/pyAMICA/tests/torch_tests/test_ng_backend.py @@ -1120,6 +1120,8 @@ def test_end_to_end_correlation_vs_fortran(): assert m.n_newton_fallbacks == 0 +@pytest.mark.slow +@pytest.mark.skipif(not DATA_FILE.exists(), reason="sample data missing") def test_end_to_end_correlation_vs_fortran_from_sample_params_json(): """Same correctness bar as ``test_end_to_end_correlation_vs_fortran``, but built the way a user actually reproduces the paper's Table 1 numbers: via From 2f3b9b0d5300bdf99ad7a9a0d5f5c94b613cd59e Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 18:22:25 -0700 Subject: [PATCH 23/25] Fix silent-failure gaps in parity investigation scripts Address findings from the silent-failure-hunter PR review: - run_ng_only.py, test_ds002718_32ch.py, test_ds002718_hallu.py drove AMICATorchNG directly instead of through the AMICA wrapper, bypassing the project's own degenerate-fit guard (issue #50): a singular_ll stop leaves a finite-but-meaningless W with no error, which would have flowed straight into a reported correlation number. Now checks stop_reason against _DEGENERATE_STOP_REASONS and skips the seed. - test_ds002718_32ch.py and test_ds002718_hallu.py could exit 0 with zero successful seeds (a per-seed Fortran failure just continue'd), indistinguishable from a legitimate empty run. Now track failures and exit 1 if any seed failed or the run produced no results. - Four scripts silently fell back to a NaN/None log-likelihood when Fortran's stdout/out.txt didn't contain a parseable LL line, masking output-format drift. Now print an explicit warning first. - test_ds002718_32ch.py was missing the pcakeep override its sibling script already documents (AMICATorchNG has no PCA reduction, so a stale template pcakeep silently PCA-reduces the Fortran side only). - amari_index in bundled_sample_newton0.py now raises on an all-zero row/column (degenerate W) instead of silently returning NaN, matching validate_implementations.py's existing _amari_index guard. - Fixed a stale issue-140 path in test_ds002718_32ch.py's docstring and a dead duplicate computation in test_ds002718_hallu.py's write_fdt. bundled_sample_newton0.py already routes through the AMICA() wrapper, which calls _check_usable() and was already protected. --- .../bundled_sample_newton0.py | 4 +++ .../run_fortran_only.py | 7 +++++- .../run_ng_only.py | 5 ++++ .../test_ds002718_32ch.py | 25 ++++++++++++++++--- .../test_ds002718_hallu.py | 25 ++++++++++++++++--- 5 files changed, 59 insertions(+), 7 deletions(-) diff --git a/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py b/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py index 3a060b3..9d13aeb 100644 --- a/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py +++ b/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py @@ -42,6 +42,8 @@ def amari_index(gain): abs_gain = np.abs(gain) row_max = abs_gain.max(axis=1) col_max = abs_gain.max(axis=0) + if np.any(row_max == 0) or np.any(col_max == 0): + raise ValueError("amari_index: a row or column is all-zero (degenerate W)") row_term = (abs_gain.sum(axis=1) / row_max - 1).sum() col_term = (abs_gain.sum(axis=0) / col_max - 1).sum() return (row_term + col_term) / (2 * n * (n - 1)) @@ -95,6 +97,8 @@ def run_fortran(data_dim, max_iter, seed, work_dir): parts = line.split() if "LL" in parts: ll = float(parts[parts.index("LL") + 2]) + if ll is None: + print(f"seed {seed}: WARNING could not parse LL from Fortran out.txt") return W, ll diff --git a/.context/issue-144-parity-data-adequacy/run_fortran_only.py b/.context/issue-144-parity-data-adequacy/run_fortran_only.py index c2c4001..acccbef 100644 --- a/.context/issue-144-parity-data-adequacy/run_fortran_only.py +++ b/.context/issue-144-parity-data-adequacy/run_fortran_only.py @@ -96,8 +96,13 @@ def main(): for ln in reversed(r.stdout.splitlines()) if "LL =" in ln ), - float("nan"), + None, ) + if fort_ll is None: + print( + f"seed {seed}: WARNING could not parse LL from Fortran stdout", flush=True + ) + fort_ll = float("nan") (out_dir / "fortran_ll.txt").write_text(str(fort_ll)) print(f"seed {seed}: Fortran done, LL={fort_ll:.4f}", flush=True) diff --git a/.context/issue-144-parity-data-adequacy/run_ng_only.py b/.context/issue-144-parity-data-adequacy/run_ng_only.py index 039b46b..d2c2b1b 100644 --- a/.context/issue-144-parity-data-adequacy/run_ng_only.py +++ b/.context/issue-144-parity-data-adequacy/run_ng_only.py @@ -52,6 +52,11 @@ def main(): invsigmax=100.0, doscaling=True, scalestep=1, seed=seed, device="cuda", ) # fmt: skip m.fit(data, max_iter=max_iter, verbose=False) + if m.stop_reason in AMICATorchNG._DEGENERATE_STOP_REASONS: + raise RuntimeError( + f"seed {seed}: NG fit ended degenerate (stop_reason={m.stop_reason!r}); " + "refusing to report a correlation against a singular/NaN W" + ) W_ng = m.get_unmixing_matrix(0) corrs = xcorr(W_fortran, W_ng) diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py index b174908..9e45de6 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py @@ -7,7 +7,7 @@ 70 EEG channels, first N frames -- real data, not committed (not bundled; see benchmarks/README_dimsweep.md for the download recipe this mirrors). - uv run python .context/issue-140-parity-data-adequacy/test_ds002718_32ch.py [n_seeds] [max_iter] + uv run python .context/issue-144-parity-data-adequacy/test_ds002718_32ch.py [n_seeds] [max_iter] """ import os @@ -68,6 +68,12 @@ def main(): lines.append(f"field_dim {field}") elif ln.startswith("max_iter"): lines.append(f"max_iter {max_iter}") + elif ln.startswith("pcakeep"): + # AMICATorchNG has no PCA source reduction (n_sources == + # n_channels always), so pcakeep must track nw or Fortran's + # W comes back reduced-rank (the template's literal 32 is + # only correct by coincidence at nw=32). + lines.append(f"pcakeep {nw}") elif ln.startswith("use_min_dll"): # Force the full max_iter budget instead of Fortran's own # early-stopping: otherwise Fortran can converge and stop @@ -101,8 +107,11 @@ def main(): for ln in reversed(r.stdout.splitlines()) if "LL =" in ln ), - float("nan"), + None, ) + if fort_ll is None: + print(f"seed {seed}: WARNING could not parse LL from Fortran stdout") + fort_ll = float("nan") m = AMICATorchNG( n_channels=nw, n_models=1, n_mix=3, block_size=512, lrate=0.05, @@ -112,6 +121,11 @@ def main(): invsigmax=100.0, doscaling=True, scalestep=1, seed=seed, device="cpu", ) # fmt: skip m.fit(data, max_iter=max_iter, verbose=False) + if m.stop_reason in AMICATorchNG._DEGENERATE_STOP_REASONS: + print( + f"seed {seed}: NG fit ended degenerate (stop_reason={m.stop_reason!r}), skipping" + ) + continue W_ng = m.get_unmixing_matrix(0) corrs = xcorr(W_fortran, W_ng) @@ -127,6 +141,11 @@ def main(): f"mean={np.mean(results):.4f} range={np.min(results):.4f}-{np.max(results):.4f}" ) + if len(results) < n_seeds: + print(f"\n{n_seeds - len(results)}/{n_seeds} seed(s) failed or were degenerate") + return 1 + return 0 + if __name__ == "__main__": - main() + sys.exit(main()) diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py index 23cc535..23db37f 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py @@ -36,7 +36,6 @@ def xcorr(Wa, Wb): def write_fdt(data: np.ndarray, path: Path) -> None: """(n_channels, n_samples) -> amica's raw float32 .fdt, channel-fastest (column-major) order -- byte-identical to EEGLAB's own .fdt layout.""" - np.ascontiguousarray(data).astype(" Date: Wed, 15 Jul 2026 18:29:15 -0700 Subject: [PATCH 24/25] Ignore new Fortran-parity test's scratch output dir --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index af17e45..c436b66 100644 --- a/.gitignore +++ b/.gitignore @@ -26,6 +26,7 @@ htmlcov/ # Temp output from NG e2e test (Fortran run artifacts) pyAMICA/tests/torch_tests/_ng_e2e_tmp/ +pyAMICA/tests/torch_tests/_ng_e2e_json_tmp/ # Benchmark run artifacts benchmarks/results/ From a1dece93e647ed76d7822452e5016d6165de70bd Mon Sep 17 00:00:00 2001 From: Seyed Yahya Shirazi Date: Wed, 15 Jul 2026 18:34:29 -0700 Subject: [PATCH 25/25] Fix Figure 1 pair-count label and stale docstring claims Address findings from the comment-analyzer PR review: - Figure 1's embedded stats box labeled all three correlation lines "(190 run pairs)", but the between-implementation line is actually 400 pairs (20x20, not C(20,2)); this contradicted Table 1's own caption two pages later in the compiled PDF. Now labels each line with its actual n, derived from the data rather than hardcoded, and regenerated the figure + rebuilt paper.pdf. - bundled_sample_newton0.py's docstring quoted paper.md's "no external download" claim for Table 1, which was true when written but stale after Table 1's single-model headline moved to the external ds002718 recording; updated to describe what the script actually backs (the bundled-sample Amari row). - Added missing optional trailing CLI args (do_newton, seed_offset) to three scripts' usage docstrings, and --from-cache to multimodel_ensemble.py's. - test_ds002718_32ch.py's binary claim was imprecise: Table 1's headline actually uses the Linux amica15_linux build, not the macOS amica15mac binary this script uses (which does back the bundled Amari row). - Generalized the [tool.ty.rules] comment to name both optional-extra imports it covers (mne, mlx), not just mne. --- .../bundled_sample_newton0.py | 8 ++++++-- .../run_fortran_only.py | 2 +- .../run_ng_only.py | 2 +- .../test_ds002718_32ch.py | 8 +++++--- .../test_ds002718_hallu.py | 2 +- .context/issue-27/multimodel_ensemble.py | 9 +++++---- .../multimodel_ensemble_distributions.pdf | Bin 44133 -> 44160 bytes .../multimodel_ensemble_distributions.png | Bin 150581 -> 152726 bytes docs/assets/figures/multimodel-ensemble.png | Bin 150581 -> 152726 bytes paper.pdf | Bin 371799 -> 373456 bytes pyproject.toml | 7 ++++--- 11 files changed, 23 insertions(+), 15 deletions(-) diff --git a/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py b/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py index 9d13aeb..72b4819 100644 --- a/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py +++ b/.context/issue-144-parity-data-adequacy/bundled_sample_newton0.py @@ -1,6 +1,10 @@ """do_newton=0 parity + Fortran-vs-Fortran self-consistency on the bundled -32-channel sample EEG (the dataset paper.md's Table 1 actually describes: -"uses only the bundled real sample EEG ... with no external download"). +32-channel sample EEG. This is the source of Table 1's bundled-sample Amari +distance row and the score-function/multi-model checks, which paper.md still +describes as needing no external download; Table 1's single-model headline +correlation/LL instead comes from the external ds002718 recording (see +run_5seed_newton0.sh), since the bundled sample sits at the project's own +data-adequacy boundary (k~30). Runs N seeds of: Fortran (amica15mac, do_newton overridden to 0) and AMICATorchNG (do_newton=False), then reports: diff --git a/.context/issue-144-parity-data-adequacy/run_fortran_only.py b/.context/issue-144-parity-data-adequacy/run_fortran_only.py index acccbef..3924da8 100644 --- a/.context/issue-144-parity-data-adequacy/run_fortran_only.py +++ b/.context/issue-144-parity-data-adequacy/run_fortran_only.py @@ -3,7 +3,7 @@ Writes W + LL to a fixed per-seed directory for a later, separate NG phase to pick up. - uv run python run_fortran_only.py + uv run python run_fortran_only.py [do_newton] """ import os diff --git a/.context/issue-144-parity-data-adequacy/run_ng_only.py b/.context/issue-144-parity-data-adequacy/run_ng_only.py index d2c2b1b..448af6c 100644 --- a/.context/issue-144-parity-data-adequacy/run_ng_only.py +++ b/.context/issue-144-parity-data-adequacy/run_ng_only.py @@ -2,7 +2,7 @@ written by run_fortran_only.py to the same out_dir. Run these sequentially (one GPU) after the Fortran-only jobs (which can run concurrently on CPU). - uv run python run_ng_only.py + uv run python run_ng_only.py [do_newton] """ import sys diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py index 9e45de6..534ea9c 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_32ch.py @@ -1,7 +1,9 @@ """Single-model Fortran-vs-NG parity on a data-adequate real recording (k>=60 -per issue #90's documented threshold), using the SAME bundled amica15mac -binary and AMICATorchNG as Table 1, instead of the under-determined bundled -32ch/30504-frame EEGLAB tutorial recording (k=29.8). +per issue #90's documented threshold), using the bundled amica15mac binary +(also used for Table 1's bundled-sample Amari row; Table 1's headline +correlation instead uses the Linux amica15_linux build via +run_5seed_newton0.sh) and AMICATorchNG, instead of the under-determined +bundled 32ch/30504-frame EEGLAB tutorial recording (k=29.8). Data: OpenNeuro ds002718 sub-002 (Wakeman-Henson faces), first 32 of the first 70 EEG channels, first N frames -- real data, not committed (not bundled; see diff --git a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py index 23db37f..e2333ce 100644 --- a/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py +++ b/.context/issue-144-parity-data-adequacy/test_ds002718_hallu.py @@ -4,7 +4,7 @@ torch-cuda-f64 specifically at 0.995), run on hallu: native Linux Fortran build (24 threads) + PyTorch CUDA, across multiple independent seeds. - uv run python .context/issue-144-parity-data-adequacy/test_ds002718_hallu.py [n_seeds] [max_iter] [threads] + uv run python .context/issue-144-parity-data-adequacy/test_ds002718_hallu.py [n_seeds] [max_iter] [threads] [seed_offset] """ import os diff --git a/.context/issue-27/multimodel_ensemble.py b/.context/issue-27/multimodel_ensemble.py index 454c8ac..dd5f8c1 100644 --- a/.context/issue-27/multimodel_ensemble.py +++ b/.context/issue-27/multimodel_ensemble.py @@ -7,6 +7,7 @@ next to this script. Real sample data + Fortran binary only (NO MOCK). uv run python .context/issue-27/multimodel_ensemble.py [N] + uv run python .context/issue-27/multimodel_ensemble.py --from-cache # reuse ensemble.npz, no re-fitting The Fortran binary (`sample_data/amica15mac`) is x86_64 and runs under Rosetta on Apple silicon. Absolute cross-corr magnitudes depend on config/seed; the @@ -228,10 +229,10 @@ def figure(within_F, within_G, between, F_ll, G_ll, diff, p_perm, ks, out): fig.text( cx_a, 0.20, - f"mean corr. (190 run pairs)\n" - f"within-Fortran: {within_F.mean():.3f}\n" - f"within-pyAMICA: {within_G.mean():.3f}\n" - f"between: {between.mean():.3f}\n" + f"mean corr. 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@@ exclude_lines = [ exclude = [".context/**"] [tool.ty.rules] -# benchmarks/benchmark_decompose.py lazy-imports `mne` (the optional `viz` -# extra) with a `# ty: ignore[unresolved-import]`, since CI's base env (no -# extras, matching the other jobs) can't resolve it. Whether that comment is +# Optional-extra lazy imports (mne: benchmarks/benchmark_decompose.py; mlx: +# pyAMICA/mlx_impl/core.py, benchmarks/benchmark_dimsweep.py) carry +# `# ty: ignore[unresolved-import]` comments, since CI's base env (no extras, +# matching the other jobs) can't resolve either. Whether such a comment is # "used" or "unused" then depends on whether the local env happens to have the # extra installed, so this rule would otherwise flip between a false pass and # a false "unused-ignore-comment" warning depending on the developer's own

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