| { |
| "schema_version": 1, |
| "model": "FUSE-EFIT", |
| "what": "per-channel ranges of the in-era training inputs, physical units, for a units check", |
| "ticks": "in-era training shots of the train_ and val_ shard files; per channel, shots where it is available and ticks where its governing indicators are 1; finite values only", |
| "n_shots": 29473, |
| "n_ticks": 2721294, |
| "channels": { |
| "pinj": { |
| "unit": "MW", |
| "n_ticks": 2448937, |
| "n_shots_available": 26253, |
| "mean": 2.6620712114599616, |
| "std": 198.71813710424962, |
| "min": -46005.02734375, |
| "max": 17.512712478637695, |
| "pct": { |
| "0.1": -0.004518520474433899, |
| "1": -1.766427999427833e-07, |
| "5": 4.112187479421436e-09, |
| "25": 1.1759493350982666, |
| "50": 3.7324979305267334, |
| "75": 5.975335597991943, |
| "95": 9.954481315612787, |
| "99": 12.31949230194093, |
| "99.9": 14.869131378173837 |
| } |
| }, |
| "tinj": { |
| "unit": "N m", |
| "n_ticks": 2448937, |
| "n_shots_available": 26253, |
| "mean": 2.139621423755444, |
| "std": 2.3421389935253805, |
| "min": -56.64438247680664, |
| "max": 129.98333740234375, |
| "pct": { |
| "0.1": -2.127721426010132, |
| "1": -0.6094307279586793, |
| "5": -1.6338495356649219e-07, |
| "25": 0.2990165650844574, |
| "50": 1.6169323921203613, |
| "75": 3.268897533416748, |
| "95": 6.551688003540035, |
| "99": 8.862295570373538, |
| "99.9": 11.422727119446009 |
| } |
| }, |
| "ech_mw": { |
| "unit": "MW", |
| "n_ticks": 2375795, |
| "n_shots_available": 25943, |
| "mean": 0.4480066792528712, |
| "std": 0.933062315286273, |
| "min": -0.2249511331319809, |
| "max": 4.400252342224121, |
| "pct": { |
| "0.1": -0.0168064936734736, |
| "1": -0.005653742989525199, |
| "5": -0.0007302230747882277, |
| "25": 0.0, |
| "50": 0.0, |
| "75": 0.0030533920507878065, |
| "95": 2.893243908882141, |
| "99": 3.3618859004974375, |
| "99.9": 3.585800656795506 |
| } |
| }, |
| "gasa_cal": { |
| "unit": "Torr L/s", |
| "n_ticks": 2664249, |
| "n_shots_available": 28863, |
| "mean": 15.33133604839954, |
| "std": 28.36489505716798, |
| "min": -0.9805486798286438, |
| "max": 348.17791748046875, |
| "pct": { |
| "0.1": -0.015396353930234908, |
| "1": 0.0006017432315275073, |
| "5": 0.0015028587076812983, |
| "25": 0.009874774143099785, |
| "50": 0.09126143902540207, |
| "75": 20.204317092895508, |
| "95": 71.37921600341798, |
| "99": 134.24203918457033, |
| "99.9": 211.79735192871095 |
| } |
| }, |
| "gasb_cal": { |
| "unit": "Torr L/s", |
| "n_ticks": 1673335, |
| "n_shots_available": 18008, |
| "mean": 1.990969273701691, |
| "std": 11.462580440714753, |
| "min": -0.5231055021286011, |
| "max": 287.6049499511719, |
| "pct": { |
| "0.1": 9.140472684521228e-06, |
| "1": 0.0005795558099634945, |
| "5": 0.0014833607710897923, |
| "25": 0.005166349466890097, |
| "50": 0.014020266011357307, |
| "75": 0.06187969818711281, |
| "95": 8.572828674316382, |
| "99": 57.822401962280246, |
| "99.9": 149.42160034179688 |
| } |
| }, |
| "gasc_cal": { |
| "unit": "Torr L/s", |
| "n_ticks": 1545281, |
| "n_shots_available": 16680, |
| "mean": 0.7112485837789, |
| "std": 8.255124087718748, |
| "min": -0.39658045768737793, |
| "max": 306.0269775390625, |
| "pct": { |
| "0.1": 5.6211974879261106e-05, |
| "1": 0.00018177895981352776, |
| "5": 0.0004595177888404578, |
| "25": 0.0012605531373992562, |
| "50": 0.003039183560758829, |
| "75": 0.011949803680181503, |
| "95": 0.17577648162841797, |
| "99": 13.914536666869594, |
| "99.9": 143.3022369384774 |
| } |
| }, |
| "gasd_cal": { |
| "unit": "Torr L/s", |
| "n_ticks": 1527327, |
| "n_shots_available": 16708, |
| "mean": 1.1131473380401657, |
| "std": 11.254847914946508, |
| "min": -0.5287260413169861, |
| "max": 771.50439453125, |
| "pct": { |
| "0.1": 3.574852235033177e-05, |
| "1": 0.00012206944666104391, |
| "5": 0.00032749708043411374, |
| "25": 0.001742765074595809, |
| "50": 0.004008667077869177, |
| "75": 0.011912376619875431, |
| "95": 0.33158734738826723, |
| "99": 35.77535942077627, |
| "99.9": 163.57034173583992 |
| } |
| }, |
| "gase_cal": { |
| "unit": "Torr L/s", |
| "n_ticks": 734608, |
| "n_shots_available": 8220, |
| "mean": 0.3558095323106283, |
| "std": 5.7933940192770965, |
| "min": -0.22113843262195587, |
| "max": 182.91339111328125, |
| "pct": { |
| "0.1": 6.105265848600538e-05, |
| "1": 0.0001349276426481083, |
| "5": 0.00024096852575894445, |
| "25": 0.0006113611161708832, |
| "50": 0.0015983160119503736, |
| "75": 0.007294745184481144, |
| "95": 0.06228043679147961, |
| "99": 0.8268458759784698, |
| "99.9": 129.1965726471041 |
| } |
| }, |
| "bt": { |
| "unit": "T", |
| "n_ticks": 2721294, |
| "n_shots_available": 29473, |
| "mean": -0.9821883979166512, |
| "std": 1.6355331835670526, |
| "min": -2.231337308883667, |
| "max": 2.251864194869995, |
| "pct": { |
| "0.1": -2.213805790901184, |
| "1": -2.181875057220459, |
| "5": -2.133511793613434, |
| "25": -2.0426759719848633, |
| "50": -1.8808952569961548, |
| "75": -1.1146354973316193, |
| "95": 2.0513723731040954, |
| "99": 2.0833286476135244, |
| "99.9": 2.182696231603623 |
| } |
| }, |
| "ip": { |
| "unit": "MA", |
| "n_ticks": 2721294, |
| "n_shots_available": 29473, |
| "mean": 0.8259562500751121, |
| "std": 0.6308176647686127, |
| "min": -1.873443841934204, |
| "max": 2.1881160736083984, |
| "pct": { |
| "0.1": -1.4841706775426864, |
| "1": -1.2937129378318786, |
| "5": -1.0783746361732482, |
| "25": 0.7264370024204254, |
| "50": 0.9817398488521576, |
| "75": 1.178851455450058, |
| "95": 1.4719667851924896, |
| "99": 1.630377171039581, |
| "99.9": 1.9495262613296536 |
| } |
| }, |
| "aminor": { |
| "unit": "m", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 0.5900859040383979, |
| "std": 0.021895064287316395, |
| "min": 0.22829703986644745, |
| "max": 0.8744112253189087, |
| "pct": { |
| "0.1": 0.5080196781158447, |
| "1": 0.5374526882171631, |
| "5": 0.550907027721405, |
| "25": 0.5785775780677795, |
| "50": 0.5920447111129761, |
| "75": 0.603398859500885, |
| "95": 0.626347541809082, |
| "99": 0.6415323066711426, |
| "99.9": 0.659116264343262 |
| } |
| }, |
| "rsurf": { |
| "unit": "m", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 1.6779164176758374, |
| "std": 0.028308914638618697, |
| "min": 1.2506932020187378, |
| "max": 1.9843217134475708, |
| "pct": { |
| "0.1": 1.5659388380050658, |
| "1": 1.6052298355102539, |
| "5": 1.6317129373550414, |
| "25": 1.6620378494262695, |
| "50": 1.6770155429840088, |
| "75": 1.6913384199142456, |
| "95": 1.7333730936050415, |
| "99": 1.742864499092102, |
| "99.9": 1.7624900875091556 |
| } |
| }, |
| "zsurf": { |
| "unit": "m", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": -0.048890203977045646, |
| "std": 0.08377336901538064, |
| "min": -0.6153790354728699, |
| "max": 0.6005730628967285, |
| "pct": { |
| "0.1": -0.31802594423294067, |
| "1": -0.18586712539196015, |
| "5": -0.15249066054821014, |
| "25": -0.11547941714525223, |
| "50": -0.07223256677389145, |
| "75": 0.02473229169845581, |
| "95": 0.0917333960533142, |
| "99": 0.14512855887413026, |
| "99.9": 0.22172307670117003 |
| } |
| }, |
| "kappa": { |
| "unit": "dimensionless", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 1.751501826490992, |
| "std": 0.1400324837230824, |
| "min": 0.47134819626808167, |
| "max": 2.212841033935547, |
| "pct": { |
| "0.1": 1.1274076805114746, |
| "1": 1.2236492252349853, |
| "5": 1.442711305618286, |
| "25": 1.7150180339813232, |
| "50": 1.7899725437164307, |
| "75": 1.8340625762939453, |
| "95": 1.9024441480636596, |
| "99": 1.9540843105316164, |
| "99.9": 2.0269266796112118 |
| } |
| }, |
| "tritop": { |
| "unit": "dimensionless", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 0.39675614353298694, |
| "std": 0.23100077037562802, |
| "min": -0.8470005989074707, |
| "max": 1.0, |
| "pct": { |
| "0.1": -0.42250855803489684, |
| "1": -0.3465963649749756, |
| "5": 0.06454417407512665, |
| "25": 0.23909153044223785, |
| "50": 0.36581456661224365, |
| "75": 0.6160924434661865, |
| "95": 0.7593899011611938, |
| "99": 0.8330046582221986, |
| "99.9": 0.8900099992752075 |
| } |
| }, |
| "tribot": { |
| "unit": "dimensionless", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 0.499044209811709, |
| "std": 0.24968929063555592, |
| "min": -0.8580220937728882, |
| "max": 1.0, |
| "pct": { |
| "0.1": -0.7414657316207885, |
| "1": -0.6374403476715088, |
| "5": 0.10714363753795625, |
| "25": 0.34164735674858093, |
| "50": 0.5473953485488892, |
| "75": 0.6861203908920288, |
| "95": 0.7977024435997009, |
| "99": 0.8486711049079896, |
| "99.9": 0.9298709597587751 |
| } |
| }, |
| "drsep": { |
| "unit": "m", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": -0.016213496036148, |
| "std": 0.06551636751544158, |
| "min": -0.10000000149011612, |
| "max": 0.10000000149011612, |
| "pct": { |
| "0.1": -0.10000000149011612, |
| "1": -0.10000000149011612, |
| "5": -0.10000000149011612, |
| "25": -0.10000000149011612, |
| "50": -0.010309768840670586, |
| "75": 0.01783900149166584, |
| "95": 0.10000000149011612, |
| "99": 0.10000000149011612, |
| "99.9": 0.10000000149011612 |
| } |
| }, |
| "rvsout": { |
| "unit": "m", |
| "n_ticks": 2328621, |
| "n_shots_available": 29452, |
| "mean": 1.3793721888678152, |
| "std": 0.12439954558098618, |
| "min": 1.0127931833267212, |
| "max": 2.365194320678711, |
| "pct": { |
| "0.1": 1.0181231236457824, |
| "1": 1.1652055978775024, |
| "5": 1.2722984552383423, |
| "25": 1.33443021774292, |
| "50": 1.3540239334106445, |
| "75": 1.375470519065857, |
| "95": 1.5593847036361694, |
| "99": 2.1677620887756346, |
| "99.9": 2.1831804895401006 |
| } |
| }, |
| "gapin": { |
| "unit": "m", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 0.07156120898996962, |
| "std": 0.0432587754778901, |
| "min": 0.0, |
| "max": 0.5885139107704163, |
| "pct": { |
| "0.1": 0.0, |
| "1": 6.068613345178164e-08, |
| "5": 0.00017625917098484933, |
| "25": 0.04369092732667923, |
| "50": 0.07125337421894073, |
| "75": 0.08842182159423828, |
| "95": 0.16015855669975282, |
| "99": 0.17832967877388, |
| "99.9": 0.206968146562578 |
| } |
| }, |
| "rvsou": { |
| "unit": "m", |
| "n_ticks": 1490672, |
| "n_shots_available": 29452, |
| "mean": 1.3348156930912045, |
| "std": 0.10334221557069992, |
| "min": 1.0054652690887451, |
| "max": 2.3410043716430664, |
| "pct": { |
| "0.1": 1.0645662200450898, |
| "1": 1.134060994386673, |
| "5": 1.1750591039657592, |
| "25": 1.3031675815582275, |
| "50": 1.345410704612732, |
| "75": 1.3619457483291626, |
| "95": 1.4928356945514678, |
| "99": 1.6975986802577974, |
| "99.9": 2.168685009956361 |
| } |
| }, |
| "rvsiu": { |
| "unit": "m", |
| "n_ticks": 1481823, |
| "n_shots_available": 29452, |
| "mean": 1.0716172190205149, |
| "std": 0.0769388213615333, |
| "min": 1.0010124444961548, |
| "max": 2.136025905609131, |
| "pct": { |
| "0.1": 1.0059778497219085, |
| "1": 1.0113178491592407, |
| "5": 1.0127403736114502, |
| "25": 1.0159999132156372, |
| "50": 1.019310712814331, |
| "75": 1.1208724975585938, |
| "95": 1.2043283700942993, |
| "99": 1.2522118377685547, |
| "99.9": 2.034771483421327 |
| } |
| }, |
| "shafranov": { |
| "unit": "m", |
| "n_ticks": 2620593, |
| "n_shots_available": 29452, |
| "mean": 0.06288958668123741, |
| "std": 0.034055322691537854, |
| "min": -0.4082394540309906, |
| "max": 1.303265929222107, |
| "pct": { |
| "0.1": -0.005711350440979004, |
| "1": 0.006995668411254883, |
| "5": 0.017068004608154295, |
| "25": 0.03921254351735115, |
| "50": 0.05793106555938721, |
| "75": 0.0799604281783104, |
| "95": 0.12869288325309752, |
| "99": 0.16819702863693242, |
| "99.9": 0.21218299579620437 |
| } |
| }, |
| "zeta_ou": { |
| "unit": "dimensionless", |
| "n_ticks": 2620567, |
| "n_shots_available": 29452, |
| "mean": -0.121227767772112, |
| "std": 0.05779856128475274, |
| "min": -2.3985445499420166, |
| "max": 0.380886971950531, |
| "pct": { |
| "0.1": -0.3649558596014976, |
| "1": -0.30748181700706484, |
| "5": -0.23631144613027572, |
| "25": -0.14568214118480682, |
| "50": -0.11330334842205048, |
| "75": -0.08447503671050072, |
| "95": -0.04684258103370671, |
| "99": -0.019024645723402546, |
| "99.9": 0.020023215260360466 |
| } |
| }, |
| "zeta_ol": { |
| "unit": "dimensionless", |
| "n_ticks": 2620567, |
| "n_shots_available": 29452, |
| "mean": -0.1841641108903704, |
| "std": 0.11566216697760474, |
| "min": -2.413620710372925, |
| "max": 0.25255295634269714, |
| "pct": { |
| "0.1": -0.7207684978246689, |
| "1": -0.6321860718727111, |
| "5": -0.3719328552484512, |
| "25": -0.25750887393951416, |
| "50": -0.15683022141456604, |
| "75": -0.1041066087782383, |
| "95": -0.04005956836044792, |
| "99": 0.008554169535636834, |
| "99.9": 0.048173654310407044 |
| } |
| }, |
| "vloop": { |
| "unit": "V", |
| "n_ticks": 2721294, |
| "n_shots_available": 29473, |
| "mean": 0.3860928196706128, |
| "std": 0.8461846896364685, |
| "min": -11.052228927612305, |
| "max": 10.875903129577637, |
| "pct": { |
| "0.1": -4.470359791755676, |
| "1": -2.008943867683411, |
| "5": -0.7982482045888901, |
| "25": 0.04159998148679733, |
| "50": 0.2804970145225525, |
| "75": 0.6723037213087082, |
| "95": 1.931114912033081, |
| "99": 2.662202775478358, |
| "99.9": 4.445908463478533 |
| } |
| } |
| }, |
| "indicators": { |
| "efit_valid": { |
| "fraction_of_ticks_1": 0.9629951780292758 |
| }, |
| "vloop_valid": { |
| "fraction_of_ticks_1": 1.0 |
| }, |
| "rvsout_present": { |
| "fraction_of_ticks_1": 0.8557035733735495 |
| }, |
| "rvsou_present": { |
| "fraction_of_ticks_1": 0.5477805779162414 |
| }, |
| "rvsiu_present": { |
| "fraction_of_ticks_1": 0.5445288160705899 |
| } |
| }, |
| "units_check_rule": { |
| "span": "[pct 0.1, pct 99.9]", |
| "suspect_if_outside": "[pct0.1 - 3 * span_width, pct99.9 + 3 * span_width]", |
| "span_factor": 3.0, |
| "note": "a smoke test for unit errors, not a distribution-shift detector" |
| }, |
| "dataset": { |
| "root": "/lus/flare/projects/fusiondl_aesp/d3d_fuse_efit_v1", |
| "metadata_sha256": "306076a91e9853f61cbcec46ea9cf4e999760e7d02e887a3e4d90f6b6e6ed46c", |
| "stage1_sha256": "313005ab7d2db432f1048c6c8aaba600edd39b447a85cf355e0e7f564e59b7e7" |
| }, |
| "written_utc": "2026-11-08T22:50:46Z" |
| } |
|
|
