Commit e0e9bd58 authored by Gaetano Scandariato's avatar Gaetano Scandariato
Browse files

chore: rerun the TOI-5398 RM runs on the H100 after the TF32 fix 

Co-Authored-By: default avatarClaude Sonnet 5.5 <noreply@anthropic.com>
parent 8424ebab

paper_benchmarks/toi5398_rm_pyorbit/runs/ccf_h100/PyAETNAouts/toi5398_ccf_results.json

+111 −111
Changes for paper_benchmarks/toi5398_rm_pyorbit/runs/ccf_h100/PyAETNAouts/toi5398_ccf_results.json: 111 added lines, 111 removed lines.
Original line number Diff line number Diff line
@@ -2,15 +2,15 @@ 
 "format": "pyaetna-results",

 "format_version": 1,

 "evidence": {

  "log_evidence": -159.95501569389137,

  "log_evidence_err": 0.14237273142241838,

  "information_nats": 10.613907606374767,

  "log_evidence": -160.52233955721715,

  "log_evidence_err": 0.14305996113956362,

  "information_nats": 10.815689439163407,

  "converged": true,

  "n_iterations": 144,

  "n_dead": 7700,

  "n_likelihood_evals_approx": 922620,

  "effective_sample_size": 2789.5441270870747,

  "elapsed_s": 22.9391827583313,

  "n_iterations": 146,

  "n_dead": 7800,

  "n_likelihood_evals_approx": 924963,

  "effective_sample_size": 2809.375999603195,

  "elapsed_s": 17.952351570129395,

  "prior_rejected_fraction": 0.0,

  "n_dim": 12,

  "num_inner_steps": 48,
@@ -28,64 +28,64 @@ 
  },

  "posterior_summary": {

   "delta_period_b": {

    "median": -3.0359080668245657e-06,

    "p16": -1.4942613350888996e-05,

    "p84": 1.0056657873300014e-05

    "median": -2.631754216180714e-06,

    "p16": -1.439179192219814e-05,

    "p84": 8.944269080288148e-06

   },

   "delta_tau_b": {

    "median": -2.312699899992755e-05,

    "p16": -0.00025032319367133304,

    "p84": 0.00020531031808152623

    "median": -2.193281700820675e-05,

    "p16": -0.00025205388438565376,

    "p84": 0.00020875456800934254

   },

   "impact_b": {

    "median": 0.2267473919617315,

    "p16": 0.15314344227271431,

    "p84": 0.2864384167661542

    "median": 0.22559965338060617,

    "p16": 0.1483476759050044,

    "p84": 0.289760431571084

   },

   "kRV_b": {

    "median": 15.690993149071856,

    "p16": 14.20257889214277,

    "p84": 17.202383355209093

    "median": 15.77960566239098,

    "p16": 14.311890069795703,

    "p84": 17.300131456794542

   },

   "lambda_spin_b": {

    "median": -0.002429894675382186,

    "p16": -0.08608704821474344,

    "p84": 0.07800265650742581

    "median": -0.0012548655118925114,

    "p16": -0.09461122602221043,

    "p84": 0.08622196356438758

   },

   "log_jitter": {

    "median": -1.4943852714767614,

    "p16": -3.545286346878434,

    "p84": 0.4299114837654598

    "median": -1.4107424925085668,

    "p16": -3.488463379620568,

    "p84": 0.5774578256299547

   },

   "norm": {

    "median": -9.417714225036082,

    "p16": -9.418633057387213,

    "p84": -9.416798974028815

    "median": -9.417617230462033,

    "p16": -9.41857455582025,

    "p84": -9.416677457038922

   },

   "q1": {

    "median": 0.48593756093060675,

    "p16": 0.4386863266003014,

    "p84": 0.5349501286143366

    "median": 0.4867598138749355,

    "p16": 0.4394428657942507,

    "p84": 0.5358690250338829

   },

   "q2": {

    "median": 0.3999313349475735,

    "p16": 0.381860566826961,

    "p84": 0.4167302291451418

    "median": 0.40026734094617333,

    "p16": 0.3832126985786689,

    "p84": 0.41681755871310117

   },

   "rho_star": {

    "median": 1.3049637086625432,

    "p16": 1.2450415757464033,

    "p84": 1.3655442073215192

    "median": 1.3005185817434304,

    "p16": 1.247161989162474,

    "p84": 1.3570825060177634

   },

   "rp_by_rs_b": {

    "median": 0.08999322643178306,

    "p16": 0.08923046829221838,

    "p84": 0.0905789243682316

    "median": 0.08987827876520266,

    "p16": 0.089164659465248,

    "p84": 0.09058722883099174

   },

   "v_sin_i": {

    "median": 6.910463933083087,

    "p16": 6.719862788764024,

    "p84": 7.124444793990191

    "median": 6.941189951894664,

    "p16": 6.739564147374294,

    "p84": 7.15559078082465

   }

  },

  "device": "gpu",
@@ -95,12 +95,12 @@ 
  "config_sha256": "56f5e7121ec9995b14edfdcfa235d88fc80f03db9672ff57c472cdebdf72d55e",

  "pyaetna_version": "3.8.0",

  "jax_version": "0.11.0",

  "timestamp_utc": "2026-10-02T09:37:56Z",

  "timestamp_utc": "2026-10-04T23:30:47Z",

  "provenance": {

   "pyaetna_version": "3.8.0",

   "git_commit": "9cd57ebe9cc0b9ebd8ff2b18e4a560ef7a41ab1f",

   "git_dirty": true,

   "git_diff_sha256": "84a66491c704c976",

   "git_diff_sha256": "2e55ad0d15b9829a",

   "python": "3.14.4",

   "platform": "Linux-6.12.95+deb13-amd64-x86_64-with-glibc2.41",

   "packages": {
@@ -122,7 +122,7 @@ 
     "memory": "95830 MiB"

    }

   ],

   "compilation_cache_entries": 58184

   "compilation_cache_entries": 66739

  },

  "blackjax_version": "1.6.2"

 },
@@ -134,15 +134,15 @@ 
  "num_chains": 1,

  "num_draws_per_chain": 4000,

  "num_warmup": 0,

  "sampling_elapsed_s": 22.9391827583313,

  "sampling_elapsed_s": 17.952351570129395,

  "random_seed": 1,

  "timestamp_utc": "2026-10-02T09:37:56Z"

  "timestamp_utc": "2026-10-04T23:30:47Z"

 },

 "provenance": {

  "pyaetna_version": "3.8.0",

  "git_commit": "9cd57ebe9cc0b9ebd8ff2b18e4a560ef7a41ab1f",

  "git_dirty": true,

  "git_diff_sha256": "84a66491c704c976",

  "git_diff_sha256": "2e55ad0d15b9829a",

  "python": "3.14.4",

  "platform": "Linux-6.12.95+deb13-amd64-x86_64-with-glibc2.41",

  "packages": {
@@ -164,92 +164,92 @@ 
    "memory": "95830 MiB"

   }

  ],

  "compilation_cache_entries": 58184

  "compilation_cache_entries": 66739

 },

 "parameters": {

  "delta_period_b": {

   "mean": -2.6691425559320686e-06,

   "std": 1.2515977226363088e-05,

   "ess": 3801.706856642856,

   "rhat": 0.9997655991459302,

   "ess_per_sec": 165.72982990259806

   "mean": -2.802175048160321e-06,

   "std": 1.1913380607118926e-05,

   "ess": 3939.729568701343,

   "rhat": 1.000249594922443,

   "ess_per_sec": 219.45479138546898

  },

  "delta_tau_b": {

   "mean": -2.2806362368371944e-05,

   "std": 0.00022372398314402376,

   "ess": 3902.5776437049462,

   "rhat": 0.9998683910582541,

   "ess_per_sec": 170.12714379667977

   "mean": -2.129994349024133e-05,

   "std": 0.0002291172533856109,

   "ess": 3728.2522534931854,

   "rhat": 0.9999917275163301,

   "ess_per_sec": 207.67486860588

  },

  "impact_b": {

   "mean": 0.22140312503881654,

   "std": 0.06893014968584005,

   "ess": 4074.432091741546,

   "rhat": 0.9997814997130676,

   "ess_per_sec": 177.61888619426733

   "mean": 0.21940670185012065,

   "std": 0.07054744509438189,

   "ess": 3992.527241539568,

   "rhat": 0.9999562312263945,

   "ess_per_sec": 222.39578062757332

  },

  "kRV_b": {

   "mean": 15.710113250752675,

   "std": 1.50371336204046,

   "ess": 3960.335960663152,

   "rhat": 1.0000021275994992,

   "ess_per_sec": 172.64503284123296

   "mean": 15.791737601271926,

   "std": 1.5108232121305591,

   "ess": 3912.311916945728,

   "rhat": 0.9999789463661625,

   "ess_per_sec": 217.92754568461973

  },

  "lambda_spin_b": {

   "mean": -0.016672037309267154,

   "std": 0.13092341450895084,

   "ess": 3982.1561445019483,

   "rhat": 0.9999322208363185,

   "ess_per_sec": 173.5962517259106

   "mean": -0.0086047443475693,

   "std": 0.136167914860158,

   "ess": 3754.897596626174,

   "rhat": 0.9998778680540478,

   "ess_per_sec": 209.1590943926189

  },

  "log_jitter": {

   "mean": -1.5401662470224193,

   "std": 1.7128973582814404,

   "ess": 3646.6079540228043,

   "rhat": 0.9997956286677591,

   "ess_per_sec": 158.96852091203598

   "mean": -1.4762808898531687,

   "std": 1.7474277126780884,

   "ess": 3887.088762190366,

   "rhat": 0.9997521719559026,

   "ess_per_sec": 216.52254006979373

  },

  "norm": {

   "mean": -9.417714222653274,

   "std": 0.0009542796048435542,

   "ess": 3880.0024748232854,

   "rhat": 1.0006807091791028,

   "ess_per_sec": 169.14301244729847

   "mean": -9.417644717977856,

   "std": 0.000950620953892975,

   "ess": 3994.0652787599065,

   "rhat": 0.9998333951248131,

   "ess_per_sec": 222.48145392860744

  },

  "q1": {

   "mean": 0.48608605542385414,

   "std": 0.049488404669510405,

   "ess": 4208.523971326954,

   "rhat": 0.9997769311317113,

   "ess_per_sec": 183.46442485177275

   "mean": 0.487350782907529,

   "std": 0.04756328671537855,

   "ess": 3898.1389475409187,

   "rhat": 0.9997548284618084,

   "ess_per_sec": 217.13806864316118

  },

  "q2": {

   "mean": 0.39967257144738444,

   "std": 0.017609230449429743,

   "ess": 3734.19467557888,

   "rhat": 0.9997690752413951,

   "ess_per_sec": 162.78673547001821

   "mean": 0.39995036784314253,

   "std": 0.01731390291549772,

   "ess": 3792.4733026790923,

   "rhat": 0.9998300596012746,

   "ess_per_sec": 211.25217428280106

  },

  "rho_star": {

   "mean": 1.305687247466551,

   "std": 0.06138400256650463,

   "ess": 4114.565906708026,

   "rhat": 0.9997499895639034,

   "ess_per_sec": 179.36846094543858

   "mean": 1.3022048448504737,

   "std": 0.059366322736628535,

   "ess": 4002.874884460735,

   "rhat": 0.9997554089972146,

   "ess_per_sec": 222.97217547371613

  },

  "rp_by_rs_b": {

   "mean": 0.08993594632953479,

   "std": 0.0006902858581376128,

   "ess": 3983.0186521494293,

   "rhat": 1.0000799707428303,

   "ess_per_sec": 173.63385148073044

   "mean": 0.08987836510647597,

   "std": 0.000706794791842969,

   "ess": 3807.869609511978,

   "rhat": 0.9997502559943909,

   "ess_per_sec": 212.10979489995205

  },

  "v_sin_i": {

   "mean": 6.923382827511096,

   "std": 0.21057647163172682,

   "ess": 4032.9752996650623,

   "rhat": 0.9997963899328677,

   "ess_per_sec": 175.81163819797908

   "mean": 6.947502333557932,

   "std": 0.21182789263522434,

   "ess": 3868.0868918212573,

   "rhat": 0.9998877937416243,

   "ess_per_sec": 215.46407871475176

  }

 },

 "fixed_params": {

paper_benchmarks/toi5398_rm_pyorbit/runs/ccf_h100/PyAETNAouts/toi5398_ccf_run.log

+339 −339

File changed.

Preview size limit exceeded, changes collapsed.

paper_benchmarks/toi5398_rm_pyorbit/runs/ccf_h100/time.out

+11 −11
Changes for paper_benchmarks/toi5398_rm_pyorbit/runs/ccf_h100/time.out: 11 added lines, 11 removed lines.
Original line number Diff line number Diff line 
	Command being timed: "pyaetna toi5398_ccf.yaml"

	User time (seconds): 42.96

	System time (seconds): 4.98

	Percent of CPU this job got: 163%

	Elapsed (wall clock) time (h:mm:ss or m:ss): 0:29.39

	User time (seconds): 44.09

	System time (seconds): 5.61

	Percent of CPU this job got: 201%

	Elapsed (wall clock) time (h:mm:ss or m:ss): 0:24.71

	Average shared text size (kbytes): 0

	Average unshared data size (kbytes): 0

	Average stack size (kbytes): 0

	Average total size (kbytes): 0

	Maximum resident set size (kbytes): 4234244

	Maximum resident set size (kbytes): 4247076

	Average resident set size (kbytes): 0

	Major (requiring I/O) page faults: 9

	Minor (reclaiming a frame) page faults: 1521463

	Voluntary context switches: 272684

	Involuntary context switches: 1514

	Major (requiring I/O) page faults: 7

	Minor (reclaiming a frame) page faults: 1529202

	Voluntary context switches: 281233

	Involuntary context switches: 641

	Swaps: 0

	File system inputs: 4576

	File system outputs: 7464

	File system inputs: 1200

	File system outputs: 11360

	Socket messages sent: 0

	Socket messages received: 0

	Signals delivered: 0

paper_benchmarks/toi5398_rm_pyorbit/runs/template_h100/PyAETNAouts/toi5398_template_results.json

+111 −111
Changes for paper_benchmarks/toi5398_rm_pyorbit/runs/template_h100/PyAETNAouts/toi5398_template_results.json: 111 added lines, 111 removed lines.
Original line number Diff line number Diff line
@@ -2,15 +2,15 @@ 
 "format": "pyaetna-results",

 "format_version": 1,

 "evidence": {

  "log_evidence": -164.29502266759496,

  "log_evidence_err": 0.14806014485913996,

  "information_nats": 12.752853163144778,

  "log_evidence": -164.4207941448205,

  "log_evidence_err": 0.14763118148054136,

  "information_nats": 12.627800377856147,

  "converged": true,

  "n_iterations": 176,

  "n_dead": 9300,

  "n_likelihood_evals_approx": 1122707,

  "effective_sample_size": 3643.829990619638,

  "elapsed_s": 17.356468200683594,

  "n_iterations": 175,

  "n_dead": 9250,

  "n_likelihood_evals_approx": 1103842,

  "effective_sample_size": 3813.3939575157187,

  "elapsed_s": 20.736326217651367,

  "prior_rejected_fraction": 0.0,

  "n_dim": 12,

  "num_inner_steps": 48,
@@ -28,64 +28,64 @@ 
  },

  "posterior_summary": {

   "delta_period_b": {

    "median": -2.9331452343327826e-06,

    "p16": -1.393256135590683e-05,

    "p84": 8.022468393703342e-06

    "median": -2.795016920762837e-06,

    "p16": -1.401431717211001e-05,

    "p84": 8.373966786859115e-06

   },

   "delta_tau_b": {

    "median": -2.3707593045816633e-05,

    "p16": -0.0002467577881944624,

    "p84": 0.00019129465417894702

    "median": -3.4189464546225225e-05,

    "p16": -0.000240991279624323,

    "p84": 0.00019370051342186204

   },

   "impact_b": {

    "median": 0.23691895988020972,

    "p16": 0.18111134658968883,

    "p84": 0.29300090139931356

    "median": 0.24064381026553733,

    "p16": 0.18232731116961032,

    "p84": 0.29265374958638385

   },

   "kRV_b": {

    "median": 15.895824022710423,

    "p16": 14.341259909044448,

    "p84": 17.372350425711875

    "median": 15.856312771403076,

    "p16": 14.316762219373627,

    "p84": 17.347238926164096

   },

   "lambda_spin_b": {

    "median": -0.051069218028782205,

    "p16": -0.1223699054289837,

    "p84": 0.01551880635729747

    "median": -0.05196026818012875,

    "p16": -0.11942326909909709,

    "p84": 0.01530427993508789

   },

   "log_jitter": {

    "median": -0.936101552765998,

    "p16": -3.3810535247791442,

    "p84": 0.9725344082315349

    "median": -0.8343116527432966,

    "p16": -3.3456591150428503,

    "p84": 1.013123414521037

   },

   "norm": {

    "median": -9.418173130873821,

    "p16": -9.41918695826779,

    "p84": -9.41717000055389

    "median": -9.418121000194944,

    "p16": -9.419098429978233,

    "p84": -9.417160816719534

   },

   "q1": {

    "median": 0.5929876650308443,

    "p16": 0.5474987434953984,

    "p84": 0.6372229507109214

    "median": 0.5892733273493465,

    "p16": 0.5435284873180672,

    "p84": 0.6349449314211242

   },

   "q2": {

    "median": 0.4161481580246595,

    "p16": 0.39899070520107915,

    "p84": 0.43472547159207586

    "median": 0.41697393294876234,

    "p16": 0.398770286891038,

    "p84": 0.4340518330237973

   },

   "rho_star": {

    "median": 1.469370538896409,

    "p16": 1.415132709778275,

    "p84": 1.52444438573093

    "median": 1.4650798214570082,

    "p16": 1.413602555945099,

    "p84": 1.519403990918335

   },

   "rp_by_rs_b": {

    "median": 0.09034191671326483,

    "p16": 0.08965573848605528,

    "p84": 0.09105884181857848

    "median": 0.09036636548151765,

    "p16": 0.08965445355143983,

    "p84": 0.09107722555982241

   },

   "v_sin_i": {

    "median": 8.030813503980411,

    "p16": 7.742403233444753,

    "p84": 8.378656647297166

    "median": 8.048193110920902,

    "p16": 7.7507194336766,

    "p84": 8.363482310274225

   }

  },

  "device": "gpu",
@@ -95,12 +95,12 @@ 
  "config_sha256": "12d9802be9ed2e6818baab0592a5ad73377379fe475fec2817acf4bdbb952273",

  "pyaetna_version": "3.8.0",

  "jax_version": "0.11.0",

  "timestamp_utc": "2026-10-02T09:38:19Z",

  "timestamp_utc": "2026-10-04T23:31:14Z",

  "provenance": {

   "pyaetna_version": "3.8.0",

   "git_commit": "9cd57ebe9cc0b9ebd8ff2b18e4a560ef7a41ab1f",

   "git_dirty": true,

   "git_diff_sha256": "84a66491c704c976",

   "git_diff_sha256": "2e55ad0d15b9829a",

   "python": "3.14.4",

   "platform": "Linux-6.12.95+deb13-amd64-x86_64-with-glibc2.41",

   "packages": {
@@ -122,7 +122,7 @@ 
     "memory": "95830 MiB"

    }

   ],

   "compilation_cache_entries": 58280

   "compilation_cache_entries": 66826

  },

  "blackjax_version": "1.6.2"

 },
@@ -134,15 +134,15 @@ 
  "num_chains": 1,

  "num_draws_per_chain": 4000,

  "num_warmup": 0,

  "sampling_elapsed_s": 17.356468200683594,

  "sampling_elapsed_s": 20.736326217651367,

  "random_seed": 1,

  "timestamp_utc": "2026-10-02T09:38:19Z"

  "timestamp_utc": "2026-10-04T23:31:14Z"

 },

 "provenance": {

  "pyaetna_version": "3.8.0",

  "git_commit": "9cd57ebe9cc0b9ebd8ff2b18e4a560ef7a41ab1f",

  "git_dirty": true,

  "git_diff_sha256": "84a66491c704c976",

  "git_diff_sha256": "2e55ad0d15b9829a",

  "python": "3.14.4",

  "platform": "Linux-6.12.95+deb13-amd64-x86_64-with-glibc2.41",

  "packages": {
@@ -164,92 +164,92 @@ 
    "memory": "95830 MiB"

   }

  ],

  "compilation_cache_entries": 58280

  "compilation_cache_entries": 66826

 },

 "parameters": {

  "delta_period_b": {

   "mean": -2.8574464752114856e-06,

   "std": 1.0931474421241646e-05,

   "ess": 4048.595252155105,

   "rhat": 0.9997778541856028,

   "ess_per_sec": 233.26146802122156

   "mean": -2.8308372647862424e-06,

   "std": 1.1385193757152436e-05,

   "ess": 3946.1512778507786,

   "rhat": 0.9997841341795622,

   "ess_per_sec": 190.30136951123478

  },

  "delta_tau_b": {

   "mean": -2.6559761287902646e-05,

   "std": 0.00022057126235422566,

   "ess": 3791.2959943467076,

   "rhat": 0.9997516653597137,

   "ess_per_sec": 218.4370662573729

   "mean": -2.474916236399139e-05,

   "std": 0.0002205500419598557,

   "ess": 4024.024770278427,

   "rhat": 1.0007630766519633,

   "ess_per_sec": 194.05678363861094

  },

  "impact_b": {

   "mean": 0.23592408700313747,

   "std": 0.0563274559177075,

   "ess": 3684.907906557155,

   "rhat": 0.999917340226624,

   "ess_per_sec": 212.30747315355453

   "mean": 0.23804669463748535,

   "std": 0.055914890900085876,

   "ess": 3773.6171898348675,

   "rhat": 0.9997532837796806,

   "ess_per_sec": 181.98099076116262

  },

  "kRV_b": {

   "mean": 15.870211407268755,

   "std": 1.5213537843076763,

   "ess": 3914.3123396414485,

   "rhat": 1.0001445602857397,

   "ess_per_sec": 225.52470320472693

   "mean": 15.836451298748079,

   "std": 1.528178948067799,

   "ess": 4082.6425069682036,

   "rhat": 1.0001540697364744,

   "ess_per_sec": 196.88359761108208

  },

  "lambda_spin_b": {

   "mean": -0.051689942748272835,

   "std": 0.07121534012732726,

   "ess": 3958.6613571684256,

   "rhat": 0.9998010879366991,

   "ess_per_sec": 228.07988995206478

   "mean": -0.05096038628806295,

   "std": 0.06985593135834713,

   "ess": 3853.3648323856883,

   "rhat": 1.0004437006639681,

   "ess_per_sec": 185.82678493481606

  },

  "log_jitter": {

   "mean": -1.1162083071070235,

   "std": 1.8329593811195282,

   "ess": 4076.5149171433573,

   "rhat": 0.9998146261079601,

   "ess_per_sec": 234.8700709158561

   "mean": -1.0319184598375875,

   "std": 1.8497487153251617,

   "ess": 3570.095567566355,

   "rhat": 0.9997565432184324,

   "ess_per_sec": 172.1662521168955

  },

  "norm": {

   "mean": -9.418159959628476,

   "std": 0.001027578848456055,

   "ess": 3710.8754723448933,

   "rhat": 0.9999352815710965,

   "ess_per_sec": 213.8036050559375

   "mean": -9.418124479975877,

   "std": 0.0010040634729604758,

   "ess": 3847.8614956677116,

   "rhat": 0.9997784722005402,

   "ess_per_sec": 185.5613889982257

  },

  "q1": {

   "mean": 0.5922117063715098,

   "std": 0.044866509177896044,

   "ess": 3766.348091368668,

   "rhat": 0.9997698239490825,

   "ess_per_sec": 216.99968264397987

   "mean": 0.5887720245673438,

   "std": 0.045666737522410066,

   "ess": 3665.3523443810136,

   "rhat": 0.99998090492398,

   "ess_per_sec": 176.75996731093855

  },

  "q2": {

   "mean": 0.41672293799987925,

   "std": 0.01811761757635366,

   "ess": 3462.2683898949376,

   "rhat": 0.9998557448243403,

   "ess_per_sec": 199.48000652336484

   "mean": 0.4166704919093538,

   "std": 0.01769040452877381,

   "ess": 4166.145303536208,

   "rhat": 0.9997511330962222,

   "ess_per_sec": 200.91048239730446

  },

  "rho_star": {

   "mean": 1.4692785745697234,

   "std": 0.05493179750220116,

   "ess": 3997.659438112877,

   "rhat": 0.9998190030650298,

   "ess_per_sec": 230.3267803040383

   "mean": 1.46559049197651,

   "std": 0.053860437176886725,

   "ess": 3835.7159631293457,

   "rhat": 1.0004225814945202,

   "ess_per_sec": 184.9756761573452

  },

  "rp_by_rs_b": {

   "mean": 0.09035422147028464,

   "std": 0.0007036083714446304,

   "ess": 3386.7519721977364,

   "rhat": 0.9997708540857893,

   "ess_per_sec": 195.12909729321242

   "mean": 0.09036352316950041,

   "std": 0.0007129914867284102,

   "ess": 4189.315206174324,

   "rhat": 0.9999855448294126,

   "ess_per_sec": 202.02784052501337

  },

  "v_sin_i": {

   "mean": 8.052394693978748,

   "std": 0.31796660187482445,

   "ess": 3891.578797068404,

   "rhat": 1.000031180733728,

   "ess_per_sec": 224.2149008699323

   "mean": 8.05520123281807,

   "std": 0.31585248605475913,

   "ess": 4136.549001130262,

   "rhat": 0.9997771433187684,

   "ess_per_sec": 199.48321403282662

  }

 },

 "fixed_params": {