From b5561ad50ebbee1ccb55bf430a7992ca66d18f5f Mon Sep 17 00:00:00 2001 From: mzaiss Date: Tue, 27 Oct 2026 09:06:11 +0100 Subject: [PATCH] Add MRzero RapiSim challenge submission --- .../MRzero-RapiSim-direct-mzaiss/RUN.md | 88 +++++ .../MRzero-RapiSim-direct-mzaiss/case0.h5 | Bin 0 -> 18432 bytes .../MRzero-RapiSim-direct-mzaiss/case1.h5 | Bin 0 -> 67584 bytes .../MRzero-RapiSim-direct-mzaiss/case2.h5 | Bin 0 -> 67584 bytes .../MRzero-RapiSim-direct-mzaiss/case3.h5 | Bin 0 -> 67584 bytes .../MRzero-RapiSim-direct-mzaiss/case4.h5 | Bin 0 -> 67584 bytes .../provenance.json | 311 ++++++++++++++++++ .../MRzero-RapiSim-direct-mzaiss/reproduce.py | 102 ++++++ .../submission.json | 39 +++ 9 files changed, 540 insertions(+) create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/RUN.md create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/case0.h5 create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/case1.h5 create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/case2.h5 create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/case3.h5 create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/case4.h5 create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/provenance.json create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/reproduce.py create mode 100644 submissions/MRzero-RapiSim-direct-mzaiss/submission.json diff --git a/submissions/MRzero-RapiSim-direct-mzaiss/RUN.md b/submissions/MRzero-RapiSim-direct-mzaiss/RUN.md new file mode 100644 index 0000000..32b3d09 --- /dev/null +++ b/submissions/MRzero-RapiSim-direct-mzaiss/RUN.md @@ -0,0 +1,88 @@ +# MRzero plugin / RapiSim direct-sampler submission + +Five cases were run through the MRzero ChatGPT plugin's `rapisim_simulate` +service on 2026-10-27, for GitHub user `mzaiss`, with ChatGPT assistance. +These are new service runs, not copies of an existing challenge entry. + +## Inputs and settings + +Inputs are pinned to challenge commit +`4c0d86e74aebf56d2e27b69c1f273483d4b7dbb9`. All four Pulseq files, +the two phantom JSON files, and their referenced density/off-resonance NIfTIs +were checked against the repository blob hashes. Their SHA-256 hashes are +recorded in `provenance.json`. + +The original 181 x 217 x 4 phantom grid and NIfTI world placement are retained; +there is no resampling. Each ZIP contains one original JSON and the two +referenced NIfTIs, without modifying their contents. The unreferenced B1+ map +is not included. The service supplies the BIfTI defaults for missing +properties: B1+ = B1- = 1, ADC = 0, and T2' = infinity for cases 0-3. +Case 4 uses the published T2' values. The phantom's B0 = 3 T and +gyro = 42.5764 MHz/T, and the original Pulseq definitions, are retained. +The tool does not offer a separate scanner-constant override. + +| Cases | Sampler | `min_mag` | `compute_signal_stats` | +|---|---|---:|---| +| 0, 1, 3, 4 | direct | 1e-7 | true | +| 2 | direct | 1e-10 | true | + +The direct sampler does not use the interpolation kernel setting. +The service returns one coil, with shape `(samples, 1)` and dtype +`complex128`. Export removes only the singleton coil dimension and writes +the complex dataset `signal`. No normalization, conjugation, phase change, +filtering, sample reordering, or reconstruction is applied. + +The backend version/commit, hardware, RF discretization, internal time step, +and compute timings were not reported. `tool_date` identifies the run; +version, hardware, and timing fields are left empty/null. No relative speed +claim is made. Backend upgrades may change a future rerun. + +## Reproduce the preparation and export + +`reproduce.py` prepares inputs and exports service results. It is not a +local RapiSim implementation and does not execute the remote simulation. +Run from the repository root; Python 3.12, NumPy, and h5py were used. + +```sh +python -m pip install numpy h5py +python submissions/MRzero-RapiSim-direct-mzaiss/reproduce.py prepare --output-dir /tmp/rapisim-inputs +``` + +This verifies all input hashes, creates deterministic phantom ZIPs, and +writes `simulation_calls.json`. Upload those ZIPs and the four unchanged +`.seq` files using the MRzero plugin's file upload tools. Check that the +returned hashes match `provenance.json`, then invoke `rapisim_simulate` +once per recorded case with the exact `arguments` object in that manifest. + +Save each returned signal as `caseN_signal.npy` in one directory, then run: + +```sh +python submissions/MRzero-RapiSim-direct-mzaiss/reproduce.py export --signals-dir /tmp/rapisim-signals --output-dir /tmp/rapisim-h5 +``` + +Alternatively, add `--download` to retrieve the recorded results from the +service CAS URLs. Those URLs may not remain available indefinitely; the +submitted HDF5 files preserve the full raw signals. The exporter verifies +the recorded SHA-256 hashes, shapes, types, finite values, and lossless HDF5 +round trip. A future backend run that produces different bytes will fail +the original checksum check and needs its own updated provenance. + +## Validation + +All five signals are finite and nonzero. Case 0 has 1024 samples and cases +1-4 have 4096. In every submitted run, summing the five per-tissue signal +contributions exactly reproduces the total signal. The HDF5 values are +identical to the downloaded NumPy values. + +Cases 0, 1, 3, and 4 produced byte-identical outputs at cutoffs 1e-6 and 1e-7. +TSE was checked at 1e-6, 1e-7, 1e-8, 1e-9, 1e-10, and 1e-11. Its 1e-10 +and 1e-11 outputs have identical content hashes; the submitted result uses +1e-10. Intermediate relative L2 differences and output hashes are recorded +in `provenance.json`. This checks cutoff sensitivity, not agreement with an +independent physics ground truth. + +The challenge's validator can be run with: + +```sh +python .github/scripts/validate_submission.py submissions/MRzero-RapiSim-direct-mzaiss +``` diff --git a/submissions/MRzero-RapiSim-direct-mzaiss/case0.h5 b/submissions/MRzero-RapiSim-direct-mzaiss/case0.h5 new file mode 100644 index 0000000000000000000000000000000000000000..15078cd3e5123f7c7a3a33a886ce57a77eb85652 GIT binary patch literal 18432 zcmeI(d036>|1a>nWQ?R_9y08Vkzt$TF%z34$-GE13$amho9ASn!iq{VRiu!58cjtc zGcB1iOW88SdEW2rb6vl4opYUY{yf+D`d-)XvtQ5We%5-{bARs7y@q~k`}OKmpMWvvW&okA^EWHa6ykmic|%C5(PQjS$Lzy)^6p%KwFi z4jSAGEBfDSvevHiKmY!72mW&h{$ITV%BV6s-zr)=82|F*MO6s(z`hUkx@{q_>|fCL zot9T$y;?(0NT&ivE!1K(>FITfQ*RqeQ`OCT&Q*Yu}Lx)d;P z9(5^2%M05Dy+3Gq)%{yrTDNE$EC*lqOGf@sohQs!(%(+ftk&LY^%42euU~Dkxv`42NqY8*TrcTrj4TM);?omH7oHIZgPBi zqbld%^bfC@uVH>B8sm4z809Hie7~eylxC%mOBGn&YjiqNvzm3LG4oBoS%qts?XPyA z-xj2Y!N#ll(3Vb4!J5Uu2Sez>#fuJTR_7;-q+^Y2wrN({+Ks0d^dGkr<9pR}r_FEv zoTO;^SN@aej3K`^XqNUq#rZz98|~374m>SBzru+Z2a$hyaTLdwN<1B^SuJZjl-Bz! zJOTf#+7FhayH<;YANhBp??t^ntywvBpeb!pF)|wCdOB94f3}={PO~U?vIH!~l&N|_ zi^`iTZ+Smg1%}6Kma9%>@_za*ubF^x@4RD}@6yCM5&4vMd+8cumL?%z_G|I{h1nlW zM*hJ4k;tpJK1HQyQ8EA2p8jz9d@AydM_9t5V?yLb#M>_SSx*+@_gvB}mzG{n-+4d# zGJNu92YU0>4p(5?h0j>8YbU*j#f!*|uu`$xmaE8bf7_P%YEK%ZAz#(wKG(y&rw8eD zH(yx2ooAMg@i8{_VA)UgfQ2DH5$j7_uY8>OOtXowIyU(+^KIiyV8uJ~2W*|tH~5Vf zg~iQM*R&|JKJ=zj8WwSU?)Mk3alCSDHvJ=F4Xk>fJwewV){LIuFqNL#i!0Q+H*Uf^JJ0rgH{zNsX&AhE|e>!$j z`b*?Ztyc5?ru#`)EsQ;l`!BZLXa|cM^)oR)^6dDJFSMwrUvn^jqVe40u-Iwx9P=w| zTF<1z&F^#m+gxo8t41FZSs%MSzCVXYN`0ah<%i~%VBvmzF6v9#cG(RpJI33q@ad?T zuq@lS2=yr|NA;sER(YOhen=xa{m$(e%_2x&j^{sY(fSPXS&^TfX;IyOXvHby3%6y% z@@3zQaCm^@4ccUBi(@!G{Ov{hyGL{gykbfcEDrf}3xsQ=7Q1q-9XoN{spt~(TY?s@ zMSf4oO#0*0=yAwL-F!lOl^d{B)%?WiGc3O()ZPmBnNtDRE22BO?}M{yH0A4wdw2E_ zT(ac=Sbxo+57jJZZSjPy3r@KmhfVA6VZO%jU+7dfipGFYZm%$Ik4f@u50MGa?OZ_s0YKZ zofFuPYc`$2`dBM($7^{pZ$UU59<*zl3V$yB4OWsenkT?10liUwYHzPoux$5b3+r)p zjmC+{*S`A%*86y@gXPL!tx(_ML#6xlq^8U1_xGwKX?d~JDhpOzHY>24BpYGC+$ieA5#WVA*}lVP4;) zfJ$%S#6AO)Da?-+oiMAAUJ!OUnwui5MSu@CWbz0f*b@chY<7MOevlD@ukvPW!=f zyKnVWEsAo@ooMgtO)lbifQ&++DU(M)n^nY1-cn~b(r%X#j?BqR^`8TOn>6*oetpZjKyPSlj&HbaS_lptj zuOZ*SZy2o1_C5j2hwqABYf)|QZh0ME+&&lvnDH0*jt+3Ynj8pTqvJw(SR=?>u}BEb~faG9OW|C9HH=6vX`92e)6s z2QInMZ&Q}Q@h)fp?DpB{uIZvQU|7JQK}(Puo8Q? zZ8DB~M6RWq=31iOgzJm(9AA6p8`fvo=&rCl*(jFv`?E=1I=6yZJjQ?4nQ;7YlRdE* z*RA6F9K@g&b@2XBdC>hKy+H%b&bAisDkyRej1QUH=MqS>uqe4MEY5^GFXqw zvu(5}OfPv9?z8$L@**^{M2HsEBZV3C-!T;eVbA-I>82rrcWD;+wesl6^M`NLEY}__ z&Fc-deB`BBRXpp{N{{NEDz1BQclzT<({=E4+lh4fFY((oD<^W-(M|1J>_@)gSl&;O z^Qqw>&EkZ|Q|4DWlsb&@ogY@le25_Hm@v)K$G<=QWLf(Yn$@zym%`HNg&Gbw{dJx$ z-O2%8hsCnGJ^1;>->oF; zb4OlF_V=JK17WeR`VUw=^J+Wu8$SnQKTtpY$Y%bZU(NA(NQeT~zr3C1&(B8#HqC#j zXosJg-hkzwTN7!I4e#La6Y*wTZ;7p5z^XoLBrN{;b&lS$BZT<_7SriX$$89Q4gSjK zZ){z>o}Zgdgq3NtR&sq0i#f{cz2cP)%ULaN;Pok23oOwu#G}etc>T)3Gp?|l(I^J@ zN5sj!%sbe7pVq8;)OyJLr~Y-hpZN`|@kSdjJo*J=Ka&-|vR_H>k!F|=`RbM*^XJ^6 zk7-tyo=>LxH?4g{v+~UM3vD0k7>xYR&o=Cjb4v^hL_V_6i9U9D#2(}?Pw=L1T10P# z%`Now!({)Zn#JOmDlMa4c2czGAAIo$Bd5Kz7s_xmu@z=u|CgXVY+Q}S$%z8))^4YuWY3Go6smP~3 zH{cDA7(Ld#l9WyvzDYl_k;169}!OG1)c3;(^ zhkE- z2dkr9Ei$wy!apj^*Bv$jR%d6k{;f@h?V?>L2Vy! zxbd#R4K1q1xkq5V`N8h=@&+#SpmY~lw6A9jTkAdC=yDuo6G&H2R5Bf1<+iJA)>`y6yh;VOibM0=7C6^Q&&{+JKJ!l6yt7&{g~R z1jmh!eq((c|67G+)nCT2I@)_1ouwM1p45HargMDH#BZq>=lQTNEC$|s!}=^ar4h$Z z&$^BJm6>14aeVLK*d)!$^j)6}h?b4^Cu&iR8~zv;UAp@uXi;`nuEA1f565~@Znz|J zyyq1+tS7l_|2ca3(kii<)s5AnVe$FwWvoZJPNmiSzDuy*Dq;Sy%&+^|Axg8l*Ea>0 z6HXOkzg0{7-h|b`_0(`2f8qO-`MM43ABVfmEadrTeD8;1+_|=u_npf2`?DO|{BJt$f!!f3ufD4tO%FBC2-2+h`V`V8^IC;y7PrhhKU1{p zc=BTCVL0HRFWqfvyHGgcE9+kzU4Iu=93Pd&`VbCFJ08(2mRkM=OCPfla9Gg9Ewoal zJ*+zHxWn}>ZOCa)RN`}Cqz`h6Wj}q*WL)WXnllSj*VlDI^@otJY z?ys6>AB{BxB+?sC5%PM!Z4Sv=6xU|I#r4X-fH^5zRM&RMgsnF(+>wgoWjmjN z)s4fWF2XJSwln`}!nI49m5zO9!^)vMhRa$Mj

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"min_mag_coarse": 1e-09, + "min_mag_fine": 1e-10, + "coarse_signal_sha256": "eb52cb70ebd08d55e8010c6391161aa0bf2c6ff4981fe8223a822e086af4ce5c", + "fine_signal_sha256": "6515b3b87367e5735903420cf17db6df55d6fadac22309c4b7ed77048fdf8b48", + "relative_l2_change": 0.00010919443851155955, + "byte_identical": false + }, + { + "case": 2, + "min_mag_coarse": 1e-10, + "min_mag_fine": 1e-11, + "coarse_signal_sha256": "6515b3b87367e5735903420cf17db6df55d6fadac22309c4b7ed77048fdf8b48", + "fine_signal_sha256": "6515b3b87367e5735903420cf17db6df55d6fadac22309c4b7ed77048fdf8b48", + "relative_l2_change": 0.0, + "byte_identical": true + } + ], + "limitations": [ + "Remote backend version/commit and hardware were not reported; tool_date identifies the run.", + "The cutoff sweep tests sensitivity to this exposed parameter, not agreement with an independent physics ground truth.", + "The service does not expose RF-discretization or internal time-step settings.", + "CAS URLs may not remain available indefinitely; the submitted HDF5 files preserve the raw results." + ] +} diff --git a/submissions/MRzero-RapiSim-direct-mzaiss/reproduce.py b/submissions/MRzero-RapiSim-direct-mzaiss/reproduce.py new file mode 100644 index 0000000..57b9f2e --- /dev/null +++ b/submissions/MRzero-RapiSim-direct-mzaiss/reproduce.py @@ -0,0 +1,102 @@ +"""Prepare exact inputs and export MRzero plugin results; not a local solver. + +Requires numpy and h5py for export. See RUN.md for the service simulation step. +""" + +from __future__ import annotations + +import argparse +import hashlib +import json +import urllib.request +import zipfile +from pathlib import Path + + +HERE = Path(__file__).resolve().parent +ROOT = HERE.parents[1] + + +def checked_bytes(path: Path, expected: str) -> bytes: + data = path.read_bytes() + actual = hashlib.sha256(data).hexdigest() + if actual != expected: + raise ValueError(f"SHA-256 mismatch for {path}: {actual} != {expected}") + return data + + +def prepare(manifest: dict, output: Path) -> None: + output.mkdir(parents=True, exist_ok=True) + for name, digest in manifest["input_sha256"].items(): + checked_bytes(ROOT / name, digest) + for archive in manifest["phantom_archives"]: + target = output / archive["file_name"] + with zipfile.ZipFile(target, "w", compression=zipfile.ZIP_STORED) as handle: + for name in archive["members"]: + info = zipfile.ZipInfo(name, date_time=(1980, 1, 1, 0, 0, 0)) + info.compress_type = zipfile.ZIP_STORED + info.external_attr = 0o644 << 16 + handle.writestr(info, (ROOT / "phantoms/brainweb" / name).read_bytes()) + checked_bytes(target, archive["sha256"]) + print(f"Verified {target}: {archive['sha256']}") + calls = [{"case": run["case"], "tool": manifest["tool"], "arguments": run["arguments"]} + for run in manifest["runs"]] + (output / "simulation_calls.json").write_text(json.dumps(calls, indent=2) + "\n") + print("Upload the archives and original .seq files through the MRzero plugin,") + print("then execute the recorded calls in simulation_calls.json.") + + +def export(manifest: dict, signals: Path, output: Path, download: bool) -> None: + import h5py + import numpy as np + + signals.mkdir(parents=True, exist_ok=True) + output.mkdir(parents=True, exist_ok=True) + for run in manifest["runs"]: + case = run["case"] + source = signals / f"case{case}_signal.npy" + artifact = run["output_signal"] + if download: + with urllib.request.urlopen(artifact["url"], timeout=120) as response: + data = response.read() + if hashlib.sha256(data).hexdigest() != artifact["sha256"]: + raise ValueError(f"Downloaded signal checksum mismatch for case {case}") + source.write_bytes(data) + checked_bytes(source, artifact["sha256"]) + raw = np.load(source, allow_pickle=False) + count = 1024 if case == 0 else 4096 + if raw.shape != (count, 1) or raw.dtype != np.dtype("complex128"): + raise ValueError(f"Unexpected signal shape/dtype: {raw.shape}, {raw.dtype}") + if not np.isfinite(raw).all() or not np.any(raw): + raise ValueError(f"Nonfinite or all-zero signal for case {case}") + # The service returns (samples, coils); the published phantom has one coil. + # Remove only the singleton coil dimension. Preserve values and ADC order. + signal = raw[:, 0] + target = output / f"case{case}.h5" + with h5py.File(target, "w") as handle: + handle.create_dataset("signal", data=signal, track_times=False) + with h5py.File(target, "r") as handle: + if not np.array_equal(handle["signal"][()], signal): + raise ValueError(f"HDF5 round-trip changed the signal for case {case}") + print(f"Exported {target}: complex128, {count} finite samples") + + +def main() -> None: + parser = argparse.ArgumentParser(description=__doc__.splitlines()[0]) + sub = parser.add_subparsers(dest="command", required=True) + prep = sub.add_parser("prepare", help="verify inputs, make ZIPs, list service calls") + prep.add_argument("--output-dir", type=Path, required=True) + exp = sub.add_parser("export", help="export the recorded service results to HDF5") + exp.add_argument("--signals-dir", type=Path, required=True) + exp.add_argument("--output-dir", type=Path, default=HERE) + exp.add_argument("--download", action="store_true", help="retrieve recorded CAS results") + args = parser.parse_args() + manifest = json.loads((HERE / "provenance.json").read_text()) + if args.command == "prepare": + prepare(manifest, args.output_dir) + else: + export(manifest, args.signals_dir, args.output_dir, args.download) + + +if __name__ == "__main__": + main() diff --git a/submissions/MRzero-RapiSim-direct-mzaiss/submission.json b/submissions/MRzero-RapiSim-direct-mzaiss/submission.json new file mode 100644 index 0000000..326d9e4 --- /dev/null +++ b/submissions/MRzero-RapiSim-direct-mzaiss/submission.json @@ -0,0 +1,39 @@ +{ + "group": "mzaiss", + "tool_name": "MRzero plugin / RapiSim (direct)", + "tool_version": "", + "tool_commit": "", + "tool_date": "2026-10-27", + "solver": "RapiSim, direct sampler; min_mag=1e-7 for cases 0,1,3,4 and 1e-10 for case 2; compute_signal_stats=true", + "project_page": "", + "paper": "", + "hardware": "", + "cases": [ + { + "case": 0, + "runtime_s": null, + "mrzero_runtime_s": null + }, + { + "case": 1, + "runtime_s": null, + "mrzero_runtime_s": null + }, + { + "case": 2, + "runtime_s": null, + "mrzero_runtime_s": null + }, + { + "case": 3, + "runtime_s": null, + "mrzero_runtime_s": null + }, + { + "case": 4, + "runtime_s": null, + "mrzero_runtime_s": null + } + ], + "setup_notes": "Run through the MRzero ChatGPT plugin. Unmodified challenge inputs at commit 4c0d86e74aebf56d2e27b69c1f273483d4b7dbb9; native 181x217x4 grid, no resampling. Phantom B0=3 T and gyro=42.5764 MHz/T retained. Defaults: B1+=B1-=1, ADC=0, T2 prime infinite unless specified. Raw complex128 output is preserved with only the singleton coil axis removed. State-cutoff checks and input/output hashes are in provenance.json. Backend version, commit, hardware, and compute timings are not exposed; tool_date records the run, and timings remain null. Prepared with ChatGPT assistance." +}