From b4b565621baae3e81c9e74a1f5bbebd65626e53a Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 20:52:46 +0900 Subject: [PATCH 01/14] perf(bloch): vectorise the NumPy fallback with the Rust Rodrigues formula The fallback looped scipy Rotation per (scale, offset, step) at ~7 us each. It now applies one Rodrigues update per step over the whole (n_b1, n_offsets) ensemble using the exact expression order of src/lib.rs rotate_bloch (scaled norm, guarded denominators, left-to-right sums), so a 512x801 ensemble drops from 3.0 s to 20 ms and agrees with the native kernel to 1e-13 after 512 steps and within 2e-16 on single steps. Five tests pin the long-ensemble parity, the single-step bound (captured failing at 3.33e-16 on the scipy path), zero fields, broadcasting over leading axes, and a mixed zero/non-zero batch under np.errstate(all='raise'). --- optimalcontrol/bloch.py | 37 +++++++++++++------- tests/test_bloch.py | 76 ++++++++++++++++++++++++++++++++++++++++- 2 files changed, 100 insertions(+), 13 deletions(-) diff --git a/optimalcontrol/bloch.py b/optimalcontrol/bloch.py index bb2e9ab..d73c689 100644 --- a/optimalcontrol/bloch.py +++ b/optimalcontrol/bloch.py @@ -3,7 +3,6 @@ import math import numpy as np -from scipy.spatial.transform import Rotation from optimalcontrol._accelerator import _enabled, _rust from optimalcontrol._types import RealArray @@ -11,8 +10,22 @@ def _rotate(state: RealArray, field: RealArray, dt: float) -> RealArray: """Apply one Rodrigues rotation in the NumPy fallback path.""" - rotated = Rotation.from_rotvec(2.0 * math.pi * dt * field).apply(state) - return np.asarray(rotated, dtype=np.float64) + m = np.max(np.abs(field), axis=-1, keepdims=True) + safe_m = np.where(m == 0.0, 1.0, m) + q = field / safe_m + q0, q1, q2 = q[..., 0], q[..., 1], q[..., 2] + norm = m * np.sqrt((q0 * q0 + q1 * q1) + q2 * q2)[..., None] + safe_norm = np.where(norm == 0.0, 1.0, norm) + axis = field / safe_norm + angle = ((2.0 * math.pi) * norm) * dt + sn = np.sin(angle) + cs = np.cos(angle) + a0, a1, a2 = axis[..., 0], axis[..., 1], axis[..., 2] + s0, s1, s2 = state[..., 0], state[..., 1], state[..., 2] + dot = ((a0 * s0 + a1 * s1) + a2 * s2)[..., None] + cross = np.stack((a1 * s2 - a2 * s1, a2 * s0 - a0 * s2, a0 * s1 - a1 * s0), axis=-1) + rotated = (cs * state + sn * cross) + (((1.0 - cs) * axis) * dot) + return np.where(norm == 0.0, state, rotated) def propagate_bloch_ensemble( @@ -55,12 +68,12 @@ def propagate_bloch_ensemble( dtype=np.float64, ) - result = np.empty((scales.size, offsets.size, 3), dtype=np.float64) - for row, scale in enumerate(scales): - for col, offset in enumerate(offsets): - state = initial_array.copy() - for ux, uy in waveform: - field = np.array([scale * rf_hz * ux, scale * rf_hz * uy, offset], dtype=np.float64) - state = _rotate(state, field, dt) - result[row, col] = state - return result + state = np.broadcast_to(initial_array, (scales.size, offsets.size, 3)) + field = np.empty_like(state) + field[..., 2] = offsets + amp = scales[:, None] * rf_hz + for ux, uy in waveform: + field[..., 0] = amp * ux + field[..., 1] = amp * uy + state = _rotate(state, field, dt) + return np.ascontiguousarray(state) diff --git a/tests/test_bloch.py b/tests/test_bloch.py index 6c049c5..93fd478 100644 --- a/tests/test_bloch.py +++ b/tests/test_bloch.py @@ -4,7 +4,7 @@ import pytest from optimalcontrol._accelerator import RUST_ACCELERATOR_AVAILABLE -from optimalcontrol.bloch import propagate_bloch_ensemble +from optimalcontrol.bloch import _rotate, propagate_bloch_ensemble @pytest.mark.parametrize("disable_rust", ["0", "1"]) @@ -62,3 +62,77 @@ def test_bloch_ensemble_rejects_non_finite_arrays(monkeypatch) -> None: monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", "1") with pytest.raises(ValueError, match="finite"): propagate_bloch_ensemble(initial, waveform, offsets, scales, 100.0, 1e-5) + + +def test_fallback_matches_native_on_long_ensemble(monkeypatch: pytest.MonkeyPatch) -> None: + assert RUST_ACCELERATOR_AVAILABLE + initial = np.array([0.0, 0.0, 1.0]) + waveform = np.random.default_rng(0).uniform(-1.0, 1.0, (512, 2)) + offsets = np.linspace(-10.0, 10.0, 801) + scales = np.array([0.5, 1.0, 1.5]) + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", "0") + native = propagate_bloch_ensemble(initial, waveform, offsets, scales, 6.0, 1.0 / 512) + + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", "1") + fallback = propagate_bloch_ensemble(initial, waveform, offsets, scales, 6.0, 1.0 / 512) + + np.testing.assert_allclose(native, fallback, rtol=1e-13, atol=1e-13) + + +def test_fallback_single_step_matches_native_closely(monkeypatch: pytest.MonkeyPatch) -> None: + assert RUST_ACCELERATOR_AVAILABLE + rng = np.random.default_rng(1) + waveform = rng.uniform(-1.0, 1.0, (1, 2)) + offsets = rng.uniform(-5000.0, 5000.0, 2000) + initial = np.array([0.3, -0.4, np.sqrt(0.75)]) + scales = np.array([1.0]) + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", "0") + native = propagate_bloch_ensemble(initial, waveform, offsets, scales, 5000.0, 7.5e-6) + + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", "1") + fallback = propagate_bloch_ensemble(initial, waveform, offsets, scales, 5000.0, 7.5e-6) + + maximum = np.max(np.abs(native - fallback)) + assert maximum <= 2.0e-16, f"maximum absolute difference: {maximum:.17g}" + + +@pytest.mark.parametrize("disable_rust", ["0", "1"]) +def test_rotate_zero_field_leaves_state_unchanged( + monkeypatch: pytest.MonkeyPatch, disable_rust: str +) -> None: + initial = np.array([0.3, -0.4, np.sqrt(0.75)]) + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", disable_rust) + + result = propagate_bloch_ensemble( + initial, np.ones((3, 2)), np.array([0.0]), np.array([1.0]), 0.0, 7.5e-6 + ) + + np.testing.assert_array_equal(result[0, 0], initial) + + +def test_rotate_broadcasts_over_leading_axes() -> None: + rng = np.random.default_rng(2) + state = rng.uniform(-1.0, 1.0, (4, 5, 3)) + field = rng.uniform(-5000.0, 5000.0, (4, 5, 3)) + + result = _rotate(state, field, 7.5e-6) + + expected = np.empty_like(state) + for row in range(4): + for col in range(5): + expected[row, col] = _rotate(state[row, col], field[row, col], 7.5e-6) + np.testing.assert_array_equal(result, expected) + np.testing.assert_allclose( + np.linalg.norm(result, axis=-1), np.linalg.norm(state, axis=-1), rtol=1e-13, atol=1e-13 + ) + + +def test_rotate_mixed_zero_fields_raise_nothing() -> None: + state = np.array([[0.3, -0.4, 0.5], [0.0, 0.0, 1.0], [1.0, 0.0, 0.0]]) + field = np.array([[0.0, 0.0, 0.0], [1200.0, -300.0, 700.0], [0.0, 0.0, 0.0]]) + + with np.errstate(all="raise"): + result = _rotate(state, field, 7.5e-6) + + np.testing.assert_array_equal(result[[0, 2]], state[[0, 2]]) + np.testing.assert_array_equal(result[1], _rotate(state[1], field[1], 7.5e-6)) From 6c2e4ecdcb4e8757701d4918407f3ed26c2897e4 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 20:52:57 +0900 Subject: [PATCH 02/14] feat(examples): quantise plotted curves at the figure boundary Bloch-derived curves differ between the Rust and NumPy backends at ~1e-14, which Agg's antialiaser can turn into single-pixel PNG changes. examples/_figures.quantise rounds a plotted copy to 12 decimals (8 orders below the precision the figures convey); library return values are never rounded. --- examples/_figures.py | 16 ++++++++++++++++ tests/test_figures.py | 29 +++++++++++++++++++++++++++++ 2 files changed, 45 insertions(+) create mode 100644 tests/test_figures.py diff --git a/examples/_figures.py b/examples/_figures.py index 42bb130..b060a20 100644 --- a/examples/_figures.py +++ b/examples/_figures.py @@ -3,10 +3,26 @@ from __future__ import annotations from pathlib import Path +from typing import Final import matplotlib.pyplot as plt +import numpy as np +import numpy.typing as npt from matplotlib.figure import Figure +RealArray = npt.NDArray[np.float64] + +# 12 decimals sits 8 orders below the precision the figures convey and far above +# the ~1e-14 Rust-vs-NumPy Bloch difference, which Agg's antialiaser can otherwise +# turn into single-pixel PNG changes. Only plotted copies are rounded; library +# return values are never rounded. +QUANTISE_DECIMALS: Final = 12 + + +def quantise(values: RealArray) -> RealArray: + """Round Bloch-derived curves to ``QUANTISE_DECIMALS`` just before plotting.""" + return np.round(np.asarray(values, dtype=np.float64), QUANTISE_DECIMALS) + def save_figure( fig: Figure, diff --git a/tests/test_figures.py b/tests/test_figures.py new file mode 100644 index 0000000..4a6386e --- /dev/null +++ b/tests/test_figures.py @@ -0,0 +1,29 @@ +"""Tests for the example figure helpers.""" + +import matplotlib + +matplotlib.use("Agg") + +import matplotlib.pyplot as plt +import numpy as np +import numpy.testing as npt + +from examples._figures import quantise, save_figure + + +def test_quantise_erases_sub_12_decimal_noise_but_keeps_1e6_scale() -> None: + base = np.array([0.1234567890123456, -0.9999999999999]) + noisy = base + 1e-14 + npt.assert_array_equal(quantise(base), quantise(noisy)) + + scaled = np.array([1.0e-6]) + npt.assert_array_equal(quantise(scaled), scaled) + + +def test_save_figure_writes_png_without_matplotlib_version(tmp_path) -> None: + fig, ax = plt.subplots() + ax.plot([0.0, 1.0], [0.0, 1.0]) + out = save_figure(fig, tmp_path / "tiny.png") + data = out.read_bytes() + assert data.startswith(b"\x89PNG\r\n\x1a\n") + assert b"Matplotlib version" not in data From a89224622d934e248d3c2072de59344005a96a4c Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 20:58:55 +0900 Subject: [PATCH 03/14] test(bloch): pin one rotation call per step in the NumPy fallback A counting wrapper around bloch._rotate asserts the fallback issues exactly one batched rotation per waveform step over the whole (n_b1, n_offsets) ensemble and returns the same array as the unpatched run. Mutating the loop back to one call per offset fails the test with 391 calls instead of 17. --- tests/test_bloch_fallback_shape.py | 32 ++++++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 tests/test_bloch_fallback_shape.py diff --git a/tests/test_bloch_fallback_shape.py b/tests/test_bloch_fallback_shape.py new file mode 100644 index 0000000..6fde3e7 --- /dev/null +++ b/tests/test_bloch_fallback_shape.py @@ -0,0 +1,32 @@ +"""The NumPy Bloch fallback performs exactly one rotation call per waveform step.""" + +from __future__ import annotations + +import numpy as np +import pytest + +from optimalcontrol import bloch +from optimalcontrol.bloch import propagate_bloch_ensemble + + +def test_fallback_calls_rotate_once_per_step(monkeypatch: pytest.MonkeyPatch) -> None: + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", "1") + rng = np.random.default_rng(3) + waveform = rng.uniform(-1.0, 1.0, (17, 2)) + offsets = np.linspace(-3000.0, 3000.0, 23) + scales = np.array([0.8, 1.0, 1.2]) + initial = np.array([0.0, 0.0, 1.0]) + expected = propagate_bloch_ensemble(initial, waveform, offsets, scales, 5000.0, 1e-5) + + original = bloch._rotate + calls = 0 + + def counted(*args: object) -> object: + nonlocal calls + calls += 1 + return original(*args) + + monkeypatch.setattr(bloch, "_rotate", counted) + actual = propagate_bloch_ensemble(initial, waveform, offsets, scales, 5000.0, 1e-5) + assert calls == 17 + assert np.array_equal(actual, expected) From 6fce42b34fb62a760b328b80fc025848c95fb5cb Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 20:58:55 +0900 Subject: [PATCH 04/14] bench: add a Bloch ensemble benchmark for both backends benchmarks/bench_bloch.py times propagate_bloch_ensemble on four ensemble sizes and prints CSV rows labelled by the active backend, so the Rust and NumPy paths can be compared with and without OPTIMALCONTROL_DISABLE_RUST=1. On this machine the vectorised fallback runs 512x801x1 in ~20 ms (Rust ~0.9 ms) and 5136x2001x1 in ~0.37 s (Rust ~13 ms). --- benchmarks/bench_bloch.py | 36 ++++++++++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 benchmarks/bench_bloch.py diff --git a/benchmarks/bench_bloch.py b/benchmarks/bench_bloch.py new file mode 100644 index 0000000..a59f127 --- /dev/null +++ b/benchmarks/bench_bloch.py @@ -0,0 +1,36 @@ +"""Benchmark the Bloch ensemble forward model across ensemble sizes. + +Run from the repository root: + .venv/bin/python benchmarks/bench_bloch.py + OPTIMALCONTROL_DISABLE_RUST=1 .venv/bin/python benchmarks/bench_bloch.py +""" + +from functools import partial +from statistics import median +from timeit import repeat + +import numpy as np + +from optimalcontrol._accelerator import _enabled +from optimalcontrol.bloch import propagate_bloch_ensemble + + +def main() -> None: + backend = "rust" if _enabled() else "numpy" + print("backend,steps,offsets,b1,seconds_per_call") + for steps, n_offsets, n_b1 in ((64, 101, 1), (512, 801, 1), (512, 801, 3), (5136, 2001, 1)): + waveform = np.random.default_rng(7).uniform(-1.0, 1.0, (steps, 2)) + offsets = np.linspace(-10.0, 10.0, n_offsets) * 1000.0 + scales = np.linspace(0.8, 1.2, n_b1) + initial = np.array([0.0, 0.0, 1.0]) + + call = partial( + propagate_bloch_ensemble, initial, waveform, offsets, scales, 6000.0, 1.0 / steps + ) + call() + seconds = median(repeat(call, number=1, repeat=3)) + print(f"{backend},{steps},{n_offsets},{n_b1},{seconds:.8e}", flush=True) + + +if __name__ == "__main__": + main() From c3de789f9abe37dad9d90dda4a3ae85f9ecced44 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:12:27 +0900 Subject: [PATCH 05/14] fix(examples): quantise reburp curves before plotting so both backends render identical PNGs Thirteen Bloch-derived y-arrays in plot_reburp, plot_wide_profile, plot_wide_components and plot_time_evolution are wrapped with examples._figures.quantise at the matplotlib call. The profiles dict that run() uses for the passband decision and the returned summary is never modified. --- examples/reburp_pulse.py | 28 ++++++++++++++-------------- 1 file changed, 14 insertions(+), 14 deletions(-) diff --git a/examples/reburp_pulse.py b/examples/reburp_pulse.py index 4bb8b0c..f256a27 100644 --- a/examples/reburp_pulse.py +++ b/examples/reburp_pulse.py @@ -30,7 +30,7 @@ import numpy.typing as npt from scipy.optimize import minimize_scalar -from examples._figures import save_figure +from examples._figures import quantise, save_figure from optimalcontrol.bloch import propagate_bloch_ensemble RealArray = npt.NDArray[np.float64] @@ -206,7 +206,7 @@ def plot_reburp( f"Generic REBURP 180 (B1_peak * T = {rf_time_product:.3f} for on-resonance flip)" ) - axes[1].plot(offset_t, profiles["iz_to_mz"], color="tab:green") + axes[1].plot(offset_t, quantise(profiles["iz_to_mz"]), color="tab:green") axes[1].axhline(-1.0, color="black", linestyle=":") axes[1].set_xlim(-PROFILE_HALF_WIDTH, PROFILE_HALF_WIDTH) axes[1].set_ylim(-1.05, 1.05) @@ -214,9 +214,9 @@ def plot_reburp( axes[1].set_xlabel("offset * T") axes[1].set_title("Band-selective inversion profile") - axes[2].plot(offset_t, profiles["x"], label="Ix -> Ix") - axes[2].plot(offset_t, profiles["y"], label="Iy -> -Iy") - axes[2].plot(offset_t, profiles["z"], label="Iz -> -Iz") + axes[2].plot(offset_t, quantise(profiles["x"]), label="Ix -> Ix") + axes[2].plot(offset_t, quantise(profiles["y"]), label="Iy -> -Iy") + axes[2].plot(offset_t, quantise(profiles["z"]), label="Iz -> -Iz") axes[2].axhline(1.0, color="black", linestyle=":") axes[2].set_xlim(-8.0, 8.0) axes[2].set_ylim(-1.05, 1.05) @@ -233,9 +233,9 @@ def plot_wide_profile(profiles: dict[str, RealArray], output_dir: Path) -> Path: """Write Ix, -Iy, Iz transfer over the wide ``offset * T`` window.""" offset_t = profiles["offset_t"] figure, axis = plt.subplots(1, 1, figsize=(9.0, 4.5), constrained_layout=True) - axis.plot(offset_t, profiles["x"], label="Ix -> Ix") - axis.plot(offset_t, profiles["y"], label="Iy -> -Iy") - axis.plot(offset_t, profiles["z"], label="Iz -> -Iz") + axis.plot(offset_t, quantise(profiles["x"]), label="Ix -> Ix") + axis.plot(offset_t, quantise(profiles["y"]), label="Iy -> -Iy") + axis.plot(offset_t, quantise(profiles["z"]), label="Iz -> -Iz") axis.axhline(1.0, color="black", linestyle=":") axis.set_xlim(-WIDE_HALF_WIDTH, WIDE_HALF_WIDTH) axis.set_ylim(-1.05, 1.05) @@ -255,9 +255,9 @@ def plot_wide_components(component_profile: dict[str, RealArray], output_dir: Pa figure, axes = plt.subplots(3, 1, figsize=(9.0, 9.0), sharex=True, constrained_layout=True) for axis, name in zip(axes, ("Ix", "Iy", "Iz"), strict=True): final = component_profile[name] - axis.plot(offset_t, final[:, 0], label="Mx", color="tab:blue") - axis.plot(offset_t, final[:, 1], label="My", color="tab:orange") - axis.plot(offset_t, final[:, 2], label="Mz", color="tab:green") + axis.plot(offset_t, quantise(final[:, 0]), label="Mx", color="tab:blue") + axis.plot(offset_t, quantise(final[:, 1]), label="My", color="tab:orange") + axis.plot(offset_t, quantise(final[:, 2]), label="Mz", color="tab:green") axis.axhline(0.0, color="black", linewidth=0.5) axis.set_xlim(-WIDE_HALF_WIDTH, WIDE_HALF_WIDTH) axis.set_ylim(-1.05, 1.05) @@ -291,9 +291,9 @@ def plot_time_evolution(time_evolution: dict[str, RealArray], output_dir: Path) trajectory = time_evolution[name] for col in range(n_cols): axis = axes[row, col] - axis.plot(fraction, trajectory[:, col, 0], label="Mx", color="tab:blue") - axis.plot(fraction, trajectory[:, col, 1], label="My", color="tab:orange") - axis.plot(fraction, trajectory[:, col, 2], label="Mz", color="tab:green") + axis.plot(fraction, quantise(trajectory[:, col, 0]), label="Mx", color="tab:blue") + axis.plot(fraction, quantise(trajectory[:, col, 1]), label="My", color="tab:orange") + axis.plot(fraction, quantise(trajectory[:, col, 2]), label="Mz", color="tab:green") axis.axhline(0.0, color="black", linewidth=0.5) axis.set_ylim(-1.05, 1.05) if row == 0: From 508c1445e959b2443380a3793639608f5a5c7274 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:12:27 +0900 Subject: [PATCH 06/14] fix(examples): quantise shared methyl/water curves before plotting Nine Bloch-derived y-arrays in plot_wide_profile, plot_wide_components and plot_time_evolution are wrapped with quantise at the matplotlib call; plot_pareto, signatures and the input dicts are untouched. --- examples/_methyl_water_common.py | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/examples/_methyl_water_common.py b/examples/_methyl_water_common.py index 2751e59..10cdf7c 100644 --- a/examples/_methyl_water_common.py +++ b/examples/_methyl_water_common.py @@ -13,7 +13,7 @@ import numpy.typing as npt from scipy.optimize import minimize -from examples._figures import save_figure +from examples._figures import quantise, save_figure from optimalcontrol.grape import ControlProblem, grape_xy_and_gradient from optimalcontrol.io import export_bruker_shape as _write_bruker_shape from optimalcontrol.operators import Ix, Iy, Iz, liouvillian_comm, vec @@ -63,9 +63,9 @@ def plot_wide_profile( """Write Ix, -Iy, Iz transfer profiles over the full -6..6 ppm window.""" ppm = wide_profile["ppm"] figure, axis = plt.subplots(1, 1, figsize=(9.0, 4.5), constrained_layout=True) - axis.plot(ppm, wide_profile["x"], label="Ix -> Ix") - axis.plot(ppm, wide_profile["y"], label="Iy -> -Iy") - axis.plot(ppm, wide_profile["z"], label="Iz -> -Iz") + axis.plot(ppm, quantise(wide_profile["x"]), label="Ix -> Ix") + axis.plot(ppm, quantise(wide_profile["y"]), label="Iy -> -Iy") + axis.plot(ppm, quantise(wide_profile["z"]), label="Iz -> -Iz") axis.axvline(METHYL_PPM_LO, color="black", linestyle=":", linewidth=0.8) axis.axvline(METHYL_PPM_HI, color="black", linestyle=":", linewidth=0.8) axis.axvline(WATER_PPM, color="tab:gray", linestyle="--", linewidth=0.8) @@ -96,9 +96,9 @@ def plot_wide_components( figure, axes = plt.subplots(3, 1, figsize=(9.0, 9.0), sharex=True, constrained_layout=True) for axis, name in zip(axes, ("Ix", "Iy", "Iz"), strict=True): final = component_profile[name] - axis.plot(ppm, final[:, 0], label="Mx", color="tab:blue") - axis.plot(ppm, final[:, 1], label="My", color="tab:orange") - axis.plot(ppm, final[:, 2], label="Mz", color="tab:green") + axis.plot(ppm, quantise(final[:, 0]), label="Mx", color="tab:blue") + axis.plot(ppm, quantise(final[:, 1]), label="My", color="tab:orange") + axis.plot(ppm, quantise(final[:, 2]), label="Mz", color="tab:green") axis.axvline(METHYL_PPM_LO, color="black", linestyle=":", linewidth=0.8) axis.axvline(METHYL_PPM_HI, color="black", linestyle=":", linewidth=0.8) axis.axvline(WATER_PPM, color="tab:gray", linestyle="--", linewidth=0.8) @@ -310,9 +310,9 @@ def plot_time_evolution( trajectory = time_evolution[name] for col in range(n_cols): axis = axes[row, col] - axis.plot(time_us, trajectory[:, col, 0], label="Mx", color="tab:blue") - axis.plot(time_us, trajectory[:, col, 1], label="My", color="tab:orange") - axis.plot(time_us, trajectory[:, col, 2], label="Mz", color="tab:green") + axis.plot(time_us, quantise(trajectory[:, col, 0]), label="Mx", color="tab:blue") + axis.plot(time_us, quantise(trajectory[:, col, 1]), label="My", color="tab:orange") + axis.plot(time_us, quantise(trajectory[:, col, 2]), label="Mz", color="tab:green") axis.axhline(0.0, color="black", linewidth=0.5) axis.set_ylim(-1.05, 1.05) if row == 0: From 74ac8df6af70253697dd4c09b7b7e293cf500a38 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:12:27 +0900 Subject: [PATCH 07/14] fix(examples): quantise PC9 sideband curves before plotting Seven Bloch-derived arrays in plot_diagnostics and plot_regime are wrapped with quantise at the matplotlib call (the semilogy arrays keep their np.maximum clamp inside the wrap). Metrics, labels and run() output are unchanged. --- examples/methyl_pc9_sideband_180.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/examples/methyl_pc9_sideband_180.py b/examples/methyl_pc9_sideband_180.py index 1904619..d80b727 100644 --- a/examples/methyl_pc9_sideband_180.py +++ b/examples/methyl_pc9_sideband_180.py @@ -63,7 +63,7 @@ import numpy.typing as npt from scipy.optimize import minimize_scalar -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples.methyl_water_binary_symmetric_180 import ( MAX_ARTIFACT_PERCENT, METHYL_PPM_HI, @@ -249,16 +249,18 @@ def plot_diagnostics( f"180-degree PC9 (Pc9_4_90): {duration_s * 1e6:.0f} us, {rf_peak_hz / 1000.0:.2f} kHz peak" ) - axes[1].plot(ppm, profiles["methyl_x"], label="Ix -> Ix") - axes[1].plot(ppm, profiles["methyl_y"], label="-Iy -> Iy") - axes[1].plot(ppm, profiles["methyl_z"], label="Iz -> -Iz") + axes[1].plot(ppm, quantise(profiles["methyl_x"]), label="Ix -> Ix") + axes[1].plot(ppm, quantise(profiles["methyl_y"]), label="-Iy -> Iy") + axes[1].plot(ppm, quantise(profiles["methyl_z"]), label="Iz -> -Iz") axes[1].axhline(MIN_METHYL_FIDELITY, color="black", linestyle=":") axes[1].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[1].set_ylim(-1.05, 1.05) axes[1].set_ylabel("Transfer fidelity") axes[1].legend(loc="lower center", ncol=3, fontsize="small") - axes[2].semilogy(ppm, np.maximum(profiles["artifact_percent"], 1e-4), color="tab:green") + axes[2].semilogy( + ppm, quantise(np.maximum(profiles["artifact_percent"], 1e-4)), color="tab:green" + ) axes[2].axhline(MAX_ARTIFACT_PERCENT, color="black", linestyle=":") axes[2].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[2].set_ylabel("Kay sideband (%)") @@ -267,7 +269,7 @@ def plot_diagnostics( f"Worst methyl sideband over -3..3 ppm = {sideband_max:.2f}% (target <= 0.1%)" ) - axes[3].plot(profiles["water_offsets_hz"], profiles["water_z"], marker="o") + axes[3].plot(profiles["water_offsets_hz"], quantise(profiles["water_z"]), marker="o") axes[3].axhline(MIN_WATER_FIDELITY, color="black", linestyle=":") axes[3].set_ylim(-1.05, 1.05) axes[3].set_xlabel("Offset from carrier (Hz); water at 4.7 ppm") @@ -284,7 +286,7 @@ def plot_regime(sweep: dict[str, RealArray], bwfac_us: float, output_dir: Path) figure, axis = plt.subplots(1, 1, figsize=(8.0, 4.8), constrained_layout=True) axis.semilogy( duration_us, - np.maximum(sweep["sideband_max_percent"], 1e-4), + quantise(np.maximum(sweep["sideband_max_percent"], 1e-4)), marker="o", color="tab:green", label="worst methyl sideband (%)", @@ -303,7 +305,7 @@ def plot_regime(sweep: dict[str, RealArray], bwfac_us: float, output_dir: Path) water_axis = axis.twinx() water_axis.plot( duration_us, - sweep["water_z_min"], + quantise(sweep["water_z_min"]), marker="s", color="tab:blue", label="worst water Iz -> Iz", From 312f213c9536a386ccd9dd061e88e9946bafdf7c Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:12:27 +0900 Subject: [PATCH 08/14] fix(examples): quantise GRAPE/UR180/phase-only/WATERGATE curves before plotting The two map examples bind plotted = quantise(data) once per panel and hand it to both imshow calls and the contour while the phase-error identity test stays on the original array; the phase-only profile and the two WATERGATE comparison curves are wrapped at their plot calls. _profile_maps, text labels, summaries and cached OPTIMIZED_* arrays are untouched. --- examples/compare_3919_reburp_myprofile.py | 14 +++++++++++--- examples/grape_broadband_180.py | 9 +++++---- examples/phase_only_iy_inversion_10khz.py | 4 ++-- examples/sciadv2023_fig1_ur180.py | 9 +++++---- 4 files changed, 23 insertions(+), 13 deletions(-) diff --git a/examples/compare_3919_reburp_myprofile.py b/examples/compare_3919_reburp_myprofile.py index 37d2a27..af83820 100644 --- a/examples/compare_3919_reburp_myprofile.py +++ b/examples/compare_3919_reburp_myprofile.py @@ -40,7 +40,7 @@ import numpy as np import numpy.typing as npt -from examples._figures import save_figure +from examples._figures import quantise, save_figure from optimalcontrol.bloch import propagate_bloch_ensemble RealArray = npt.NDArray[np.float64] @@ -145,8 +145,16 @@ def _draw_panel( WATER_PPM, color="tab:gray", linestyle="--", linewidth=0.9, label="water (4.7 ppm)" ) axis.axvline(-4.0, color="tab:gray", linestyle=":", linewidth=0.9, label="3-9-19 null (-4 ppm)") - axis.plot(ppm, reburp, color="tab:blue", linewidth=1.8, label="min-length REBURP (10 kHz OC)") - axis.plot(ppm, w3919, color="tab:red", linewidth=1.4, label="3-9-19 WATERGATE (36 kHz hard)") + axis.plot( + ppm, + quantise(reburp), + color="tab:blue", + linewidth=1.8, + label="min-length REBURP (10 kHz OC)", + ) + axis.plot( + ppm, quantise(w3919), color="tab:red", linewidth=1.4, label="3-9-19 WATERGATE (36 kHz hard)" + ) axis.set_xlim(PPM_HI, PPM_LO) # NMR convention: high ppm on the left axis.set_ylim(-1.15, 1.15) axis.set_xlabel("1H shift (ppm)") diff --git a/examples/grape_broadband_180.py b/examples/grape_broadband_180.py index 1f604b1..0ca7f60 100644 --- a/examples/grape_broadband_180.py +++ b/examples/grape_broadband_180.py @@ -29,7 +29,7 @@ import numpy as np import numpy.typing as npt -from examples._figures import save_figure +from examples._figures import quantise, save_figure from optimalcontrol.bloch import propagate_bloch_ensemble from optimalcontrol.grape import ControlProblem from optimalcontrol.io import export_bruker_shape as write_bruker_shape @@ -299,9 +299,10 @@ def _plot_figure( ), ] for ax, data, title in panels: + plotted = quantise(data) if data is phase_error: image = ax.imshow( - data, + plotted, origin="lower", extent=extent, aspect="auto", @@ -311,12 +312,12 @@ def _plot_figure( ) levels = [-2.0, -1.0, 0.0, 1.0, 2.0] else: - image = ax.imshow(data, **image_kwargs) + image = ax.imshow(plotted, **image_kwargs) levels = contour_levels contours = ax.contour( offsets / 1000.0, deviations, - data, + plotted, levels=levels, colors="black", linewidths=0.55, diff --git a/examples/phase_only_iy_inversion_10khz.py b/examples/phase_only_iy_inversion_10khz.py index 742b169..51457e8 100644 --- a/examples/phase_only_iy_inversion_10khz.py +++ b/examples/phase_only_iy_inversion_10khz.py @@ -28,7 +28,7 @@ import numpy.typing as npt from scipy.optimize import minimize -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples._phase_waveforms import phase_to_xy from optimalcontrol.bloch import propagate_bloch_ensemble from optimalcontrol.grape import ControlProblem, grape_gradient, grape_xy, phase_only_gradient @@ -367,7 +367,7 @@ def _plot_figure( ax_phase.set_ylim(0.0, 360.0) ax_amp.set_ylim(0.0, 100.0) - ax_profile.plot(offsets_khz, y_values, color="black", linewidth=1.6) + ax_profile.plot(offsets_khz, quantise(y_values), color="black", linewidth=1.6) ax_profile.axhline(PROFILE_THRESHOLD, color="gray", linestyle="--", linewidth=1.0) for edge in (-PROFILE_HALF_WIDTH_HZ, PROFILE_HALF_WIDTH_HZ): ax_profile.axvline(edge / 1.0e3, color="tab:blue", linestyle=":", linewidth=1.0) diff --git a/examples/sciadv2023_fig1_ur180.py b/examples/sciadv2023_fig1_ur180.py index 9948609..eb3ea77 100644 --- a/examples/sciadv2023_fig1_ur180.py +++ b/examples/sciadv2023_fig1_ur180.py @@ -29,7 +29,7 @@ import numpy.typing as npt from scipy.optimize import minimize -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples._phase_waveforms import phase_to_xy from optimalcontrol.bloch import propagate_bloch_ensemble from optimalcontrol.grape import ControlProblem, grape_gradient, grape_xy, phase_only_gradient @@ -370,9 +370,10 @@ def _plot_figure( ), ] for ax, data, title in panels: + plotted = quantise(data) if data is phase_error: image = ax.imshow( - data, + plotted, origin="lower", extent=extent, aspect="auto", @@ -382,12 +383,12 @@ def _plot_figure( ) levels = [-2.0, -1.0, 0.0, 1.0, 2.0] else: - image = ax.imshow(data, **image_kwargs) + image = ax.imshow(plotted, **image_kwargs) levels = contour_levels contours = ax.contour( offsets / 1000.0, deviations, - data, + plotted, levels=levels, colors="black", linewidths=0.55, From eacf519fb355bc4cc86890ac40bfd9ae490765f2 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:15:57 +0900 Subject: [PATCH 09/14] fix(examples): quantise methyl/water diagnostic curves before plotting The four plot_diagnostics functions wrap the three methyl transfer curves, the artifact semilogy curve and the water curve with quantise at the matplotlib call; the two local plot_time_evolution implementations (binary, reburp) wrap the trajectory components. minlength/minpower keep delegating to the shared helpers quantised in the previous commit. Constants, evaluate_pulse, signed_amplitude and the profiles dicts are untouched. --- examples/methyl_water_binary_symmetric_180.py | 18 +++++++++--------- examples/methyl_water_reburp_180.py | 18 +++++++++--------- examples/methyl_water_reburp_minlength_180.py | 12 ++++++------ examples/methyl_water_reburp_minpower_180.py | 12 ++++++------ 4 files changed, 30 insertions(+), 30 deletions(-) diff --git a/examples/methyl_water_binary_symmetric_180.py b/examples/methyl_water_binary_symmetric_180.py index 348cef2..ea05a34 100644 --- a/examples/methyl_water_binary_symmetric_180.py +++ b/examples/methyl_water_binary_symmetric_180.py @@ -50,7 +50,7 @@ from scipy.optimize import minimize from examples import _methyl_water_common as binary_helpers -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples._methyl_water_common import _constraint_score as _constraint_score from optimalcontrol.bloch import propagate_bloch_ensemble from optimalcontrol.grape import ControlProblem, grape_xy_and_gradient @@ -611,22 +611,22 @@ def plot_diagnostics( phase_axis.set_yticks([0.0, 180.0]) axes[0].set_title(f"Symmetric binary-phase methyl 180: {DURATION_US:.0f} us, 10 kHz max") - axes[1].plot(methyl_ppm, profiles["methyl_x"], label="Ix -> Ix") - axes[1].plot(methyl_ppm, profiles["methyl_y"], label="-Iy -> Iy") - axes[1].plot(methyl_ppm, profiles["methyl_z"], label="Iz -> -Iz") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_x"]), label="Ix -> Ix") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_y"]), label="-Iy -> Iy") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_z"]), label="Iz -> -Iz") axes[1].axhline(MIN_METHYL_FIDELITY, color="black", linestyle=":") axes[1].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[1].set_ylim(0.9985, 1.0001) axes[1].set_ylabel("Transfer fidelity") axes[1].legend() - axes[2].semilogy(methyl_ppm, profiles["artifact_percent"], color="tab:green") + axes[2].semilogy(methyl_ppm, quantise(profiles["artifact_percent"]), color="tab:green") axes[2].axhline(MAX_ARTIFACT_PERCENT, color="black", linestyle=":") axes[2].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[2].set_ylabel("Kay artifact (%)") axes[2].set_xlabel("Methyl 1H shift (ppm)") - axes[3].plot(profiles["water_offsets_hz"], profiles["water_z"], marker="o") + axes[3].plot(profiles["water_offsets_hz"], quantise(profiles["water_z"]), marker="o") axes[3].axhline(MIN_WATER_FIDELITY, color="black", linestyle=":") axes[3].set_ylim(0.9985, 1.0001) axes[3].set_xlabel("Offset from water at 4.7 ppm (Hz)") @@ -693,9 +693,9 @@ def plot_time_evolution(time_evolution: dict[str, RealArray], output_dir: Path) trajectory = time_evolution[name] for col in range(n_cols): axis = axes[row, col] - axis.plot(time_us, trajectory[:, col, 0], label="Mx", color="tab:blue") - axis.plot(time_us, trajectory[:, col, 1], label="My", color="tab:orange") - axis.plot(time_us, trajectory[:, col, 2], label="Mz", color="tab:green") + axis.plot(time_us, quantise(trajectory[:, col, 0]), label="Mx", color="tab:blue") + axis.plot(time_us, quantise(trajectory[:, col, 1]), label="My", color="tab:orange") + axis.plot(time_us, quantise(trajectory[:, col, 2]), label="Mz", color="tab:green") axis.axhline(0.0, color="black", linewidth=0.5) axis.set_ylim(-1.05, 1.05) if row == 0: diff --git a/examples/methyl_water_reburp_180.py b/examples/methyl_water_reburp_180.py index 2fdd682..f41ca9d 100644 --- a/examples/methyl_water_reburp_180.py +++ b/examples/methyl_water_reburp_180.py @@ -59,7 +59,7 @@ from scipy.optimize import minimize from examples import _methyl_water_common as reburp_helpers -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples._methyl_water_common import _constraint_score as _constraint_score from examples._methyl_water_common import _smoothness as _smoothness from examples._methyl_water_common import write_bruker_shape as write_bruker_shape @@ -349,22 +349,22 @@ def plot_diagnostics( phase_axis.set_yticks([0.0, 180.0]) axes[0].set_title(f"REBURP-style binary-phase methyl 180: {DURATION_US:.0f} us, 10 kHz max") - axes[1].plot(methyl_ppm, profiles["methyl_x"], label="Ix -> Ix") - axes[1].plot(methyl_ppm, profiles["methyl_y"], label="-Iy -> Iy") - axes[1].plot(methyl_ppm, profiles["methyl_z"], label="Iz -> -Iz") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_x"]), label="Ix -> Ix") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_y"]), label="-Iy -> Iy") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_z"]), label="Iz -> -Iz") axes[1].axhline(MIN_METHYL_FIDELITY, color="black", linestyle=":") axes[1].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[1].set_ylim(0.9985, 1.0001) axes[1].set_ylabel("Transfer fidelity") axes[1].legend() - axes[2].semilogy(methyl_ppm, profiles["artifact_percent"], color="tab:green") + axes[2].semilogy(methyl_ppm, quantise(profiles["artifact_percent"]), color="tab:green") axes[2].axhline(MAX_ARTIFACT_PERCENT, color="black", linestyle=":") axes[2].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[2].set_ylabel("Kay artifact (%)") axes[2].set_xlabel("Methyl 1H shift (ppm)") - axes[3].plot(profiles["water_offsets_hz"], profiles["water_z"], marker="o") + axes[3].plot(profiles["water_offsets_hz"], quantise(profiles["water_z"]), marker="o") axes[3].axhline(MIN_WATER_FIDELITY, color="black", linestyle=":") axes[3].set_ylim(0.9985, 1.0001) axes[3].set_xlabel("Offset from water at 4.7 ppm (Hz)") @@ -427,9 +427,9 @@ def plot_time_evolution(time_evolution: dict[str, RealArray], output_dir: Path) trajectory = time_evolution[name] for col in range(n_cols): axis = axes[row, col] - axis.plot(time_us, trajectory[:, col, 0], label="Mx", color="tab:blue") - axis.plot(time_us, trajectory[:, col, 1], label="My", color="tab:orange") - axis.plot(time_us, trajectory[:, col, 2], label="Mz", color="tab:green") + axis.plot(time_us, quantise(trajectory[:, col, 0]), label="Mx", color="tab:blue") + axis.plot(time_us, quantise(trajectory[:, col, 1]), label="My", color="tab:orange") + axis.plot(time_us, quantise(trajectory[:, col, 2]), label="Mz", color="tab:green") axis.axhline(0.0, color="black", linewidth=0.5) axis.set_ylim(-1.05, 1.05) if row == 0: diff --git a/examples/methyl_water_reburp_minlength_180.py b/examples/methyl_water_reburp_minlength_180.py index f45ddab..7112fa7 100644 --- a/examples/methyl_water_reburp_minlength_180.py +++ b/examples/methyl_water_reburp_minlength_180.py @@ -80,7 +80,7 @@ from scipy.optimize import minimize as minimize from examples import _methyl_water_common as minlength_helpers -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples._methyl_water_common import _smoothness as _smoothness from examples._methyl_water_common import write_bruker_shape as write_bruker_shape @@ -379,22 +379,22 @@ def plot_diagnostics( f"{DURATION_US:.0f} us, {RF_MAX_HZ / 1000.0:.1f} kHz max" ) - axes[1].plot(methyl_ppm, profiles["methyl_x"], label="Ix -> Ix") - axes[1].plot(methyl_ppm, profiles["methyl_y"], label="-Iy -> Iy") - axes[1].plot(methyl_ppm, profiles["methyl_z"], label="Iz -> -Iz") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_x"]), label="Ix -> Ix") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_y"]), label="-Iy -> Iy") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_z"]), label="Iz -> -Iz") axes[1].axhline(MIN_METHYL_FIDELITY, color="black", linestyle=":") axes[1].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[1].set_ylim(0.9985, 1.0001) axes[1].set_ylabel("Transfer fidelity") axes[1].legend() - axes[2].semilogy(methyl_ppm, profiles["artifact_percent"], color="tab:green") + axes[2].semilogy(methyl_ppm, quantise(profiles["artifact_percent"]), color="tab:green") axes[2].axhline(MAX_ARTIFACT_PERCENT, color="black", linestyle=":") axes[2].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[2].set_ylabel("Kay artifact (%)") axes[2].set_xlabel("Methyl 1H shift (ppm)") - axes[3].plot(profiles["water_offsets_hz"], profiles["water_z"], marker="o") + axes[3].plot(profiles["water_offsets_hz"], quantise(profiles["water_z"]), marker="o") axes[3].axhline(MIN_WATER_FIDELITY, color="black", linestyle=":") axes[3].set_ylim(0.9985, 1.0001) axes[3].set_xlabel("Offset from water at 4.7 ppm (Hz)") diff --git a/examples/methyl_water_reburp_minpower_180.py b/examples/methyl_water_reburp_minpower_180.py index 219abb0..ed645cf 100644 --- a/examples/methyl_water_reburp_minpower_180.py +++ b/examples/methyl_water_reburp_minpower_180.py @@ -74,7 +74,7 @@ from scipy.optimize import minimize as minimize from examples import _methyl_water_common as minpower_helpers -from examples._figures import save_figure +from examples._figures import quantise, save_figure from examples._methyl_water_common import _smoothness as _smoothness from examples._methyl_water_common import write_bruker_shape as write_bruker_shape @@ -372,22 +372,22 @@ def plot_diagnostics( f"Min-power REBURP-style methyl 180: {DURATION_US:.0f} us, {RF_MAX_HZ / 1000.0:.1f} kHz max" ) - axes[1].plot(methyl_ppm, profiles["methyl_x"], label="Ix -> Ix") - axes[1].plot(methyl_ppm, profiles["methyl_y"], label="-Iy -> Iy") - axes[1].plot(methyl_ppm, profiles["methyl_z"], label="Iz -> -Iz") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_x"]), label="Ix -> Ix") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_y"]), label="-Iy -> Iy") + axes[1].plot(methyl_ppm, quantise(profiles["methyl_z"]), label="Iz -> -Iz") axes[1].axhline(MIN_METHYL_FIDELITY, color="black", linestyle=":") axes[1].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[1].set_ylim(0.9985, 1.0001) axes[1].set_ylabel("Transfer fidelity") axes[1].legend() - axes[2].semilogy(methyl_ppm, profiles["artifact_percent"], color="tab:green") + axes[2].semilogy(methyl_ppm, quantise(profiles["artifact_percent"]), color="tab:green") axes[2].axhline(MAX_ARTIFACT_PERCENT, color="black", linestyle=":") axes[2].set_xlim(METHYL_PPM_LO, METHYL_PPM_HI) axes[2].set_ylabel("Kay artifact (%)") axes[2].set_xlabel("Methyl 1H shift (ppm)") - axes[3].plot(profiles["water_offsets_hz"], profiles["water_z"], marker="o") + axes[3].plot(profiles["water_offsets_hz"], quantise(profiles["water_z"]), marker="o") axes[3].axhline(MIN_WATER_FIDELITY, color="black", linestyle=":") axes[3].set_ylim(0.9985, 1.0001) axes[3].set_xlabel("Offset from water at 4.7 ppm (Hz)") From 04ea60e00635a75da401a5234c754a1abda13d4a Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:20:36 +0900 Subject: [PATCH 10/14] chore(examples): regenerate Bloch figures with quantised curves so both backends reproduce them reburp_pulse_wide_components.png is the only committed figure whose bytes change once the plotted Bloch curves are quantised; it is regenerated natively (matplotlib 3.11.2, Agg, Python 3.12.14, NumPy 2.5.4) and the NumPy fallback now renders the identical file (sha256 add463c3...). 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z-|WBnlzZr#t-iR?-G(Y&Kxi`XYEj?~*U|1m&w_=sv5%303)IuogYkxDEp(ObPpfZc zXJ-dJMbbRTysfo>q-&-0Py6axN(D4VD$qKt4&B(e8Rk?v+6NQAq*w^jx9`G2X>nSl zfxm@I96}XnWo2arz@oc73aH9n+24TXEAw5zAoJnhLoWW*3X98mn{|~&P{$P^%n1VK zMTJ^zs3ij+ac>z?ad1&l5i++t0Ly4#C0X~6RpzKfsyyT7e~x$*t!SV!%{F=hRpgJCT8}u zN?$X5k485=#!BdX`i&b3>wkEd-2sJekYU%Ero>dnbspRT8I&U|^ITRdaQ5n!ys*VI^}Z-(7B~xsNAFAi&H@_7j;Irm2*sD&@$-e_sCe`)hny zhg8iwH!Ocj)FGUOv5ijm**CYhhCCKe*DKf5vzYoshtMASh0k z@0+vNFS+(vo~#0jH-xvNy9?06k?EX_svEhVI^ek+@c(eI!T&`xtOH5rROboX^cjKk z4D_AK^FaRt@}ZXy+;?GOX8%R(GYo8@ym9Cc0mS&rDTXk01rj&)2wxH6>z?K@kd2*2 zt(xFGp;29Jw`aT?EV|}acVMM4X=CH{zBcFyH}LP;bS)(%4GLfMJi6%XCgTgjY*3!u zePV|xH4nFz18*F!f03=8d<1<|(64w^5V@swIIS`MzX?)h<2sLJWF`dP9N13(jQ-}I Mw#N>ZT6 Date: Thu, 22 Oct 2026 21:25:06 +0900 Subject: [PATCH 11/14] docs: describe the vectorised Bloch fallback and backend-independent figures The user manual states the measured fallback cost model (Bloch verification 20 ms vs 1 ms native on a 512x801 ensemble; GRAPE ensembles still 15-20x slower), the paper-figure guide scopes PNG byte-stability to the recorded rendering environment, and CHANGELOG Unreleased lists the fallback vectorisation, figure quantisation, benchmark and tests. --- CHANGELOG.md | 9 +++++++++ docs/guide_paper_figures.md | 5 +++++ docs/user_manual.md | 9 +++++++-- 3 files changed, 21 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index b7bf371..19818be 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -61,6 +61,15 @@ one adjoint step in `_seedless_kernel`, the Bloch fallback uses `scipy.spatial.transform.Rotation`, and `ocseed.Band.state_pairs` derives from `bloch_pairs`. +- Vectorise the NumPy Bloch fallback using the Rust kernel's Rodrigues formula. + A 512x801 ensemble drops from 3.0 s to 20 ms (more than 50x faster) and agrees + with Rust to ~1e-13. +- Example figures quantise Bloch-derived curves to 12 decimals at the plot call, + so both backends write byte-identical PNGs. Committed figures were regenerated + with matplotlib 3.11.2 and Agg. +- Add `benchmarks/bench_bloch.py`. +- Add `tests/test_bloch_fallback_shape.py` and `tests/test_figures.py`, plus five + parity and edge-case tests in `tests/test_bloch.py`. ## v0.5.0 - 2026-08-15 diff --git a/docs/guide_paper_figures.md b/docs/guide_paper_figures.md index d0446e6..8b3fc21 100644 --- a/docs/guide_paper_figures.md +++ b/docs/guide_paper_figures.md @@ -4,6 +4,11 @@ Example scripts in `examples/` reproduce the numerical curves and pulse shapes used by the ROPE and CROP paper guides. Each script has a `run()` function for tests and saves a PNG under `examples/output/` when run from the repository root with `python -m examples.`. +The PNGs are byte-stable across the Rust and NumPy backends for the recorded +rendering environment (matplotlib 3.11.2 with the Agg backend, used to regenerate +the committed figures), because Bloch-derived curves are quantised to 12 decimals +(`examples/_figures.quantise`) before plotting; a different matplotlib or FreeType +version can still change the bytes. Run one figure script directly: diff --git a/docs/user_manual.md b/docs/user_manual.md index ef543ec..2131fce 100644 --- a/docs/user_manual.md +++ b/docs/user_manual.md @@ -710,8 +710,13 @@ OPTIMALCONTROL_DISABLE_RUST=1 python3 my_first_pulse.py ``` Both paths give the same answers to well within physical significance, but not -bit-for-bit — expect agreement in the first several digits, not the last. Rust is -roughly an order of magnitude faster on realistic problems (the [§4-3](#4-3-two-bands-invert-the-methyls-keep-the-water) +bit-for-bit — expect agreement in the first several digits, not the last. The Bloch +fallback uses the same Rodrigues formula as the Rust kernel and agrees to ~1e-13. +Bloch-vector verification (`propagate_bloch_ensemble`, `SeedlessSpec.evaluate`, the +MCP profile tool) is vectorised on the NumPy path, so a 512-step x 801-offset +ensemble takes about 20 ms in fallback versus about 1 ms native. GRAPE ensemble +optimisation is still roughly 15-20x slower in fallback, because members are +propagated one by one with NumPy eigendecompositions (the [§4-3](#4-3-two-bands-invert-the-methyls-keep-the-water) optimisation takes ~0.8 s native versus ~10 s in fallback on one development machine). If a result *only* reproduces on one path, that is a bug worth reporting. From 92f50124b950789dac6dce23d628d34bb3409270 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:25:06 +0900 Subject: [PATCH 12/14] docs: refresh CLAUDE.md for the vectorised Bloch fallback and figure quantisation Architecture item 6 describes the Rust-matching Rodrigues fallback, the examples paragraph documents save_figure and quantise, and the Commands block lists benchmarks/bench_bloch.py. The local AGENTS.md drafts (git-excluded) are updated alongside with a reference check of REFS 20 STALE 0. Plan: .kbsi/plans/fallback-speed-png-noise.md --- CLAUDE.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/CLAUDE.md b/CLAUDE.md index ca769a9..e5c6d3f 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -30,6 +30,7 @@ cargo clippy --locked --all-targets -- -D warnings # Rust lint gate, warnings d .venv/bin/python -c "from optimalcontrol.ocseed import demo; demo()" # quick smoke: "demo ok (...)" .venv/bin/python -m examples.methyl_water_binary_symmetric_180 # run an example .venv/bin/python benchmarks/bench_grape_hotpath.py +.venv/bin/python benchmarks/bench_bloch.py # Bloch ensemble timing, both backends (OPTIMALCONTROL_DISABLE_RUST=1 for NumPy) ``` - `tests/test_rust_accelerator.py` fails under `OPTIMALCONTROL_DISABLE_RUST=1` by design (it @@ -85,6 +86,9 @@ cargo clippy --locked --all-targets -- -D warnings # Rust lint gate, warnings d scaled-unitary kernel (Rust or NumPy); `fast=False` routes through the 4×4 Liouville GRAPE core as a cross-check. Ensemble members are offset-major (`offset[m // n_b1]`, `b1[m % n_b1]`). `bloch.py` is the independent forward model used for verification only. + The NumPy fallback of `propagate_bloch_ensemble` is a vectorised Rodrigues update that + mirrors `src/lib.rs` `rotate_bloch` (same expression order, agrees to ~1e-13), with one + `_rotate` call per step over the whole ensemble. 7. `io.py` — `Waveform` container, CSV/JSON/Bruker JCAMP export and import. It's a facade over `_io_common.py` (the `Waveform` class and path/format helpers), `_io_bruker.py` (Bruker shape export) and `_io_jcamp.py` (JCAMP-DX and FAPT import). @@ -94,8 +98,10 @@ cargo clippy --locked --all-targets -- -D warnings # Rust lint gate, warnings d contract (units: ppm for bands/carrier, Hz for RF, seconds for duration). Example helpers shared across scripts live in `examples/_methyl_water_common.py` (the -methyl/water search, refinement and plotting code), `examples/_figures.py` (deterministic -PNG saving) and `examples/_phase_waveforms.py` (phase to x/y waveform conversion). +methyl/water search, refinement and plotting code), `examples/_figures.py` (`save_figure` +writes PNGs with version-free metadata; `quantise` rounds Bloch-derived curves to 12 +decimals at the plot call so both backends render identical PNGs, and library return values +are never rounded) and `examples/_phase_waveforms.py` (phase to x/y waveform conversion). The public import paths are frozen by `tests/test_public_surface.py`: every pre-refactor import must still resolve, so move code into private modules and re-export it. From 6f3b9f85cca6b531878568bb509ed619223a1673 Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:43:57 +0900 Subject: [PATCH 13/14] perf(examples): propagate the REBURP time evolution incrementally time_evolution_profiles re-propagated every waveform prefix (1536 propagate_bloch_ensemble calls, 393,984 rotations), which kept the fallback snapshot test at 7.8 s after the kernel vectorisation. It now carries the running state forward one step at a time per offset column, which is bitwise identical on both backends (tests/test_reburp_pulse.py pins equality with the prefix formulation; the committed time-evolution PNG is unchanged) and brings the fallback test to 1.3 s (34.5 s before this branch). Plan: .kbsi/plans/fallback-speed-png-noise.md --- examples/reburp_pulse.py | 16 ++++++++++++---- tests/test_reburp_pulse.py | 37 +++++++++++++++++++++++++++++++++++++ 2 files changed, 49 insertions(+), 4 deletions(-) create mode 100644 tests/test_reburp_pulse.py diff --git a/examples/reburp_pulse.py b/examples/reburp_pulse.py index f256a27..62d6f2e 100644 --- a/examples/reburp_pulse.py +++ b/examples/reburp_pulse.py @@ -174,10 +174,18 @@ def time_evolution_profiles( for name, initial in initials.items(): trajectory = np.empty((n_steps + 1, offset_t.size, 3), dtype=np.float64) trajectory[0] = initial - for step in range(1, n_steps + 1): - trajectory[step] = propagate_bloch_ensemble( - initial, waveform_xy[:step], offset_t, scales, rf_time_product, dt - )[0] + for col in range(offset_t.size): + state = initial + for step in range(n_steps): + state = propagate_bloch_ensemble( + state, + waveform_xy[step : step + 1], + offset_t[col : col + 1], + scales, + rf_time_product, + dt, + )[0, 0] + trajectory[step + 1, col] = state trajectories[name] = trajectory return trajectories diff --git a/tests/test_reburp_pulse.py b/tests/test_reburp_pulse.py new file mode 100644 index 0000000..ab69386 --- /dev/null +++ b/tests/test_reburp_pulse.py @@ -0,0 +1,37 @@ +import matplotlib + +matplotlib.use("Agg") + +import numpy as np +import numpy.testing as npt +import pytest + +from examples.reburp_pulse import TIME_EVOLUTION_OFFSETS, reburp_waveform, time_evolution_profiles +from optimalcontrol.bloch import propagate_bloch_ensemble + + +@pytest.mark.parametrize("disable_rust", ["0", "1"]) +def test_time_evolution_profiles_match_stepwise_propagation(monkeypatch, disable_rust): + monkeypatch.setenv("OPTIMALCONTROL_DISABLE_RUST", disable_rust) + n_steps = 16 + rf_time_product = 6.0 + signed = reburp_waveform(n_steps) + trajectories = time_evolution_profiles(signed, rf_time_product) + + waveform_xy = np.column_stack((signed, np.zeros_like(signed))) + offset_t = np.asarray(TIME_EVOLUTION_OFFSETS, dtype=np.float64) + scales = np.array([1.0]) + initials = { + "Ix": np.array([1.0, 0.0, 0.0]), + "Iy": np.array([0.0, 1.0, 0.0]), + "Iz": np.array([0.0, 0.0, 1.0]), + } + for name, initial in initials.items(): + trajectory = trajectories[name] + assert trajectory.shape == (n_steps + 1, offset_t.size, 3) + npt.assert_array_equal(trajectory[0], np.broadcast_to(initial, trajectory[0].shape)) + for k in range(1, n_steps + 1): + expected = propagate_bloch_ensemble( + initial, waveform_xy[:k], offset_t, scales, rf_time_product, 1.0 / n_steps + )[0] + assert np.array_equal(trajectory[k], expected), (name, k) From dc0bab8d12e60122f5e5105007eae5e52008ebbb Mon Sep 17 00:00:00 2001 From: deepnmr <94063638+deepnmr@users.noreply.github.com> Date: Thu, 22 Oct 2026 21:54:28 +0900 Subject: [PATCH 14/14] docs: drop the stale scipy Rotation clause from the CHANGELOG cleanup bullet The Unreleased cleanup bullet still described the Bloch fallback as using scipy.spatial.transform.Rotation, which the vectorised Rodrigues fallback replaced (F2 review MINOR). Plan: .kbsi/plans/fallback-speed-png-noise.md --- CHANGELOG.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 19818be..cadca75 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -58,9 +58,8 @@ (+ deriv) and `distortion_single_pole` are unchanged. - Internal cleanup with no behaviour change: shared scalar validation through `_validation`, one anti-Hermitian check shared by `grape` and `_accelerator`, - one adjoint step in `_seedless_kernel`, the Bloch fallback uses - `scipy.spatial.transform.Rotation`, and `ocseed.Band.state_pairs` derives from - `bloch_pairs`. + one adjoint step in `_seedless_kernel`, and `ocseed.Band.state_pairs` derives + from `bloch_pairs`. - Vectorise the NumPy Bloch fallback using the Rust kernel's Rodrigues formula. A 512x801 ensemble drops from 3.0 s to 20 ms (more than 50x faster) and agrees with Rust to ~1e-13.