| { |
| "model": "GestaltLabs/Ornstein-Hermes-3.6-27b", |
| "config": { |
| "extraction_method": "svd", |
| "n_directions": 4, |
| "layer_selection_strategy": "top_k", |
| "layer_top_k": 12, |
| "global_top_k": 25, |
| "alpha_base": 0.85, |
| "alpha_entangled": 0.03, |
| "max_iterations": 4, |
| "convergence_threshold": 0.01, |
| "entanglement_threshold": 0.55 |
| }, |
| "selected_layers": [ |
| 27, |
| 28, |
| 29, |
| 30, |
| 31, |
| 32, |
| 33, |
| 34, |
| 35, |
| 36, |
| 37, |
| 38, |
| 39, |
| 40, |
| 41, |
| 42, |
| 43, |
| 44, |
| 45, |
| 46, |
| 47, |
| 48, |
| 49, |
| 50, |
| 51 |
| ], |
| "total_directions_ablated": 100, |
| "iterations": 4, |
| "final_residual_refusal": 6.7361962481464195, |
| "final_capability_preservation": 1.0, |
| "elapsed_seconds": 31.182920694351196, |
| "layer_profiles": { |
| "0": { |
| "fdr": 0.007807988335344742, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 0.18899358707100888, |
| "entanglement": 0.6863986849784851, |
| "purity": 0.3136013150215149, |
| "variance_explained": 0.21774345636367798 |
| }, |
| { |
| "separability": 0.6134734388214764, |
| "entanglement": 0.5726569890975952, |
| "purity": 0.4273430109024048, |
| "variance_explained": 0.1729443520307541 |
| }, |
| { |
| "separability": 0.0011739244174010098, |
| "entanglement": 0.5883833169937134, |
| "purity": 0.4116166830062866, |
| "variance_explained": 0.12387187033891678 |
| }, |
| { |
| "separability": 0.015794219928682053, |
| "entanglement": 0.48932406306266785, |
| "purity": 0.5106759369373322, |
| "variance_explained": 0.08346645534038544 |
| } |
| ] |
| }, |
| "1": { |
| "fdr": 0.05235676135578439, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 1.1213784740079733, |
| "entanglement": 0.828744649887085, |
| "purity": 0.17125535011291504, |
| "variance_explained": 0.387137770652771 |
| }, |
| { |
| "separability": 0.08064545814065784, |
| "entanglement": 0.8126404285430908, |
| "purity": 0.18735957145690918, |
| "variance_explained": 0.1379842907190323 |
| }, |
| { |
| "separability": 0.003800866040024921, |
| "entanglement": 0.6761476993560791, |
| "purity": 0.3238523006439209, |
| "variance_explained": 0.09619486331939697 |
| }, |
| { |
| "separability": 0.0881772202378926, |
| "entanglement": 0.5122926831245422, |
| "purity": 0.48770731687545776, |
| "variance_explained": 0.07702264934778214 |
| } |
| ] |
| }, |
| "2": { |
| "fdr": 0.11626713470860033, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 3.471371845061267, |
| "entanglement": 0.7454990744590759, |
| "purity": 0.2545009255409241, |
| "variance_explained": 0.3875414729118347 |
| }, |
| { |
| "separability": 0.015567121383914102, |
| "entanglement": 0.7310735583305359, |
| "purity": 0.2689264416694641, |
| "variance_explained": 0.1328336000442505 |
| }, |
| { |
| "separability": 0.0007272975539310609, |
| "entanglement": 0.441784530878067, |
| "purity": 0.558215469121933, |
| "variance_explained": 0.10114729404449463 |
| }, |
| { |
| "separability": 0.0009042874652231233, |
| "entanglement": 0.3237045705318451, |
| "purity": 0.6762954294681549, |
| "variance_explained": 0.07068417966365814 |
| } |
| ] |
| }, |
| "3": { |
| "fdr": 0.2951716885638516, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.9300526568754695, |
| "entanglement": 0.6666805148124695, |
| "purity": 0.3333194851875305, |
| "variance_explained": 0.36345937848091125 |
| }, |
| { |
| "separability": 0.010455854295198026, |
| "entanglement": 0.4291691184043884, |
| "purity": 0.5708308815956116, |
| "variance_explained": 0.13844968378543854 |
| }, |
| { |
| "separability": 0.002010896025525324, |
| "entanglement": 0.42291879653930664, |
| "purity": 0.5770812034606934, |
| "variance_explained": 0.12865497171878815 |
| }, |
| { |
| "separability": 0.004082090412221784, |
| "entanglement": 0.3876427412033081, |
| "purity": 0.6123572587966919, |
| "variance_explained": 0.0735524371266365 |
| } |
| ] |
| }, |
| "4": { |
| "fdr": 0.27348658165445583, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.895093388467501, |
| "entanglement": 0.5796220302581787, |
| "purity": 0.4203779697418213, |
| "variance_explained": 0.3217199742794037 |
| }, |
| { |
| "separability": 0.002998745712689536, |
| "entanglement": 0.4425022006034851, |
| "purity": 0.5574977993965149, |
| "variance_explained": 0.15380604565143585 |
| }, |
| { |
| "separability": 0.0016938610266020637, |
| "entanglement": 0.366315096616745, |
| "purity": 0.633684903383255, |
| "variance_explained": 0.13096970319747925 |
| }, |
| { |
| "separability": 0.0007729534014138037, |
| "entanglement": 0.4550110995769501, |
| "purity": 0.5449889004230499, |
| "variance_explained": 0.07784461230039597 |
| } |
| ] |
| }, |
| "5": { |
| "fdr": 0.2912346704974018, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 5.82827546700382, |
| "entanglement": 0.5417777895927429, |
| "purity": 0.4582222104072571, |
| "variance_explained": 0.3148427903652191 |
| }, |
| { |
| "separability": 0.0007480462238352683, |
| "entanglement": 0.5194828510284424, |
| "purity": 0.4805171489715576, |
| "variance_explained": 0.1735655963420868 |
| }, |
| { |
| "separability": 0.0005378117771514531, |
| "entanglement": 0.3281098008155823, |
| "purity": 0.6718901991844177, |
| "variance_explained": 0.12626713514328003 |
| }, |
| { |
| "separability": 0.00013322947210708095, |
| "entanglement": 0.5301518440246582, |
| "purity": 0.4698481559753418, |
| "variance_explained": 0.08602959662675858 |
| } |
| ] |
| }, |
| "6": { |
| "fdr": 0.32081427764451986, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.288229797776528, |
| "entanglement": 0.5851435661315918, |
| "purity": 0.4148564338684082, |
| "variance_explained": 0.3331509530544281 |
| }, |
| { |
| "separability": 0.006100848900477703, |
| "entanglement": 0.5142744183540344, |
| "purity": 0.4857255816459656, |
| "variance_explained": 0.16690987348556519 |
| }, |
| { |
| "separability": 0.012562554949552352, |
| "entanglement": 0.48616647720336914, |
| "purity": 0.5138335227966309, |
| "variance_explained": 0.11513214558362961 |
| }, |
| { |
| "separability": 0.00019742216451097973, |
| "entanglement": 0.3970732092857361, |
| "purity": 0.6029267907142639, |
| "variance_explained": 0.07760891318321228 |
| } |
| ] |
| }, |
| "7": { |
| "fdr": 0.4352870624503768, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.534987234463214, |
| "entanglement": 0.4521912634372711, |
| "purity": 0.5478087365627289, |
| "variance_explained": 0.3002399802207947 |
| }, |
| { |
| "separability": 0.004122447044495544, |
| "entanglement": 0.5356410145759583, |
| "purity": 0.46435898542404175, |
| "variance_explained": 0.17276810109615326 |
| }, |
| { |
| "separability": 0.018108389415621363, |
| "entanglement": 0.4377972185611725, |
| "purity": 0.5622027814388275, |
| "variance_explained": 0.11227938532829285 |
| }, |
| { |
| "separability": 0.002388972407187706, |
| "entanglement": 0.19672496616840363, |
| "purity": 0.8032750338315964, |
| "variance_explained": 0.06416362524032593 |
| } |
| ] |
| }, |
| "8": { |
| "fdr": 0.512422936768635, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.517408280502958, |
| "entanglement": 0.46690648794174194, |
| "purity": 0.5330935120582581, |
| "variance_explained": 0.32337328791618347 |
| }, |
| { |
| "separability": 0.003768036471807903, |
| "entanglement": 0.5088269710540771, |
| "purity": 0.49117302894592285, |
| "variance_explained": 0.1468532681465149 |
| }, |
| { |
| "separability": 0.04409085160660545, |
| "entanglement": 0.40310540795326233, |
| "purity": 0.5968945920467377, |
| "variance_explained": 0.11623673141002655 |
| }, |
| { |
| "separability": 0.00011005305658498996, |
| "entanglement": 0.1839071661233902, |
| "purity": 0.8160928338766098, |
| "variance_explained": 0.06354699283838272 |
| } |
| ] |
| }, |
| "9": { |
| "fdr": 0.6679570787100972, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 5.481293559603873, |
| "entanglement": 0.3968488574028015, |
| "purity": 0.6031511425971985, |
| "variance_explained": 0.3227960467338562 |
| }, |
| { |
| "separability": 0.0034778630179685822, |
| "entanglement": 0.41959652304649353, |
| "purity": 0.5804034769535065, |
| "variance_explained": 0.13320067524909973 |
| }, |
| { |
| "separability": 0.021542166800739053, |
| "entanglement": 0.3386133015155792, |
| "purity": 0.6613866984844208, |
| "variance_explained": 0.10524114966392517 |
| }, |
| { |
| "separability": 0.0023357125867751486, |
| "entanglement": 0.41264837980270386, |
| "purity": 0.5873516201972961, |
| "variance_explained": 0.06328678131103516 |
| } |
| ] |
| }, |
| "10": { |
| "fdr": 0.9224692971497761, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.652766401662598, |
| "entanglement": 0.33295178413391113, |
| "purity": 0.6670482158660889, |
| "variance_explained": 0.3464593291282654 |
| }, |
| { |
| "separability": 0.012577372008855683, |
| "entanglement": 0.4264507293701172, |
| "purity": 0.5735492706298828, |
| "variance_explained": 0.16315799951553345 |
| }, |
| { |
| "separability": 0.016598344544626612, |
| "entanglement": 0.3235745131969452, |
| "purity": 0.6764254868030548, |
| "variance_explained": 0.0885709598660469 |
| }, |
| { |
| "separability": 0.0021974537239737796, |
| "entanglement": 0.31077852845191956, |
| "purity": 0.6892214715480804, |
| "variance_explained": 0.05725179612636566 |
| } |
| ] |
| }, |
| "11": { |
| "fdr": 1.0938720166704259, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.704135257767616, |
| "entanglement": 0.26334095001220703, |
| "purity": 0.736659049987793, |
| "variance_explained": 0.34963083267211914 |
| }, |
| { |
| "separability": 0.02640056764458182, |
| "entanglement": 0.39374688267707825, |
| "purity": 0.6062531173229218, |
| "variance_explained": 0.15012899041175842 |
| }, |
| { |
| "separability": 0.008287601014210028, |
| "entanglement": 0.2775297164916992, |
| "purity": 0.7224702835083008, |
| "variance_explained": 0.09005758166313171 |
| }, |
| { |
| "separability": 0.004965546504981418, |
| "entanglement": 0.2912828028202057, |
| "purity": 0.7087171971797943, |
| "variance_explained": 0.06125830486416817 |
| } |
| ] |
| }, |
| "12": { |
| "fdr": 1.138197882756309, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 4.483384181049824, |
| "entanglement": 0.22464504837989807, |
| "purity": 0.7753549516201019, |
| "variance_explained": 0.34515514969825745 |
| }, |
| { |
| "separability": 0.03496272634535865, |
| "entanglement": 0.3663885295391083, |
| "purity": 0.6336114704608917, |
| "variance_explained": 0.15081094205379486 |
| }, |
| { |
| "separability": 0.002168742643513355, |
| "entanglement": 0.2529187798500061, |
| "purity": 0.7470812201499939, |
| "variance_explained": 0.09019405394792557 |
| }, |
| { |
| "separability": 0.0043624124069738205, |
| "entanglement": 0.28485196828842163, |
| "purity": 0.7151480317115784, |
| "variance_explained": 0.06149435043334961 |
| } |
| ] |
| }, |
| "13": { |
| "fdr": 1.4221146545743393, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 6.477271114696931, |
| "entanglement": 0.27760055661201477, |
| "purity": 0.7223994433879852, |
| "variance_explained": 0.3630785048007965 |
| }, |
| { |
| "separability": 0.018562335492730037, |
| "entanglement": 0.3382842242717743, |
| "purity": 0.6617157757282257, |
| "variance_explained": 0.132831409573555 |
| }, |
| { |
| "separability": 0.008212374077822302, |
| "entanglement": 0.22959326207637787, |
| "purity": 0.7704067379236221, |
| "variance_explained": 0.08772658556699753 |
| }, |
| { |
| "separability": 0.008736970339921879, |
| "entanglement": 0.2795618176460266, |
| "purity": 0.7204381823539734, |
| "variance_explained": 0.05901188403367996 |
| } |
| ] |
| }, |
| "14": { |
| "fdr": 1.9117401859827428, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 8.36301891116463, |
| "entanglement": 0.2584165036678314, |
| "purity": 0.7415834963321686, |
| "variance_explained": 0.3927721679210663 |
| }, |
| { |
| "separability": 0.01973649894379576, |
| "entanglement": 0.3401528298854828, |
| "purity": 0.6598471701145172, |
| "variance_explained": 0.1328398734331131 |
| }, |
| { |
| "separability": 0.0005402354846921683, |
| "entanglement": 0.26705771684646606, |
| "purity": 0.7329422831535339, |
| "variance_explained": 0.08113894611597061 |
| }, |
| { |
| "separability": 0.015161685268218409, |
| "entanglement": 0.22962535917758942, |
| "purity": 0.7703746408224106, |
| "variance_explained": 0.05414110794663429 |
| } |
| ] |
| }, |
| "15": { |
| "fdr": 2.612624571954161, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 10.647813243200329, |
| "entanglement": 0.2050701081752777, |
| "purity": 0.7949298918247223, |
| "variance_explained": 0.44145798683166504 |
| }, |
| { |
| "separability": 0.015158475630363252, |
| "entanglement": 0.33506762981414795, |
| "purity": 0.664932370185852, |
| "variance_explained": 0.12144310772418976 |
| }, |
| { |
| "separability": 0.002215867937679003, |
| "entanglement": 0.2619447708129883, |
| "purity": 0.7380552291870117, |
| "variance_explained": 0.07222041487693787 |
| }, |
| { |
| "separability": 0.00846612028668252, |
| "entanglement": 0.17216281592845917, |
| "purity": 0.8278371840715408, |
| "variance_explained": 0.048001717776060104 |
| } |
| ] |
| }, |
| "16": { |
| "fdr": 3.952377709544112, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 11.822354507004123, |
| "entanglement": 0.1522284746170044, |
| "purity": 0.8477715253829956, |
| "variance_explained": 0.5170937776565552 |
| }, |
| { |
| "separability": 0.005972701498778026, |
| "entanglement": 0.3009352385997772, |
| "purity": 0.6990647614002228, |
| "variance_explained": 0.09914074093103409 |
| }, |
| { |
| "separability": 0.015451156185880712, |
| "entanglement": 0.2942321002483368, |
| "purity": 0.7057678997516632, |
| "variance_explained": 0.06342756003141403 |
| }, |
| { |
| "separability": 0.00033347062805374876, |
| "entanglement": 0.12299491465091705, |
| "purity": 0.877005085349083, |
| "variance_explained": 0.043299879878759384 |
| } |
| ] |
| }, |
| "17": { |
| "fdr": 4.703188417559005, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 15.407543374704291, |
| "entanglement": 0.1103367730975151, |
| "purity": 0.8896632269024849, |
| "variance_explained": 0.49580028653144836 |
| }, |
| { |
| "separability": 0.004309467681634419, |
| "entanglement": 0.2701180577278137, |
| "purity": 0.7298819422721863, |
| "variance_explained": 0.09221698343753815 |
| }, |
| { |
| "separability": 0.012444913967212888, |
| "entanglement": 0.20114292204380035, |
| "purity": 0.7988570779561996, |
| "variance_explained": 0.05997186154127121 |
| }, |
| { |
| "separability": 0.00020853868726831778, |
| "entanglement": 0.09691006690263748, |
| "purity": 0.9030899330973625, |
| "variance_explained": 0.046465907245874405 |
| } |
| ] |
| }, |
| "18": { |
| "fdr": 5.097970612038955, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 16.68256878233473, |
| "entanglement": 0.10672400891780853, |
| "purity": 0.8932759910821915, |
| "variance_explained": 0.48424267768859863 |
| }, |
| { |
| "separability": 0.004065777833474938, |
| "entanglement": 0.29824385046958923, |
| "purity": 0.7017561495304108, |
| "variance_explained": 0.1038857027888298 |
| }, |
| { |
| "separability": 0.013678976756430147, |
| "entanglement": 0.17707952857017517, |
| "purity": 0.8229204714298248, |
| "variance_explained": 0.06100749596953392 |
| }, |
| { |
| "separability": 0.0016755693869623626, |
| "entanglement": 0.10048335045576096, |
| "purity": 0.899516649544239, |
| "variance_explained": 0.04587757587432861 |
| } |
| ] |
| }, |
| "19": { |
| "fdr": 5.402600242978399, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 15.673603843136272, |
| "entanglement": 0.12980973720550537, |
| "purity": 0.8701902627944946, |
| "variance_explained": 0.43849778175354004 |
| }, |
| { |
| "separability": 0.004342040773175579, |
| "entanglement": 0.3193986713886261, |
| "purity": 0.6806013286113739, |
| "variance_explained": 0.13531085848808289 |
| }, |
| { |
| "separability": 0.011529531437717434, |
| "entanglement": 0.08989571779966354, |
| "purity": 0.9101042822003365, |
| "variance_explained": 0.07202953100204468 |
| }, |
| { |
| "separability": 0.008818818301978624, |
| "entanglement": 0.1097780093550682, |
| "purity": 0.8902219906449318, |
| "variance_explained": 0.04986026883125305 |
| } |
| ] |
| }, |
| "20": { |
| "fdr": 5.404564885787929, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 13.136405817423011, |
| "entanglement": 0.14085617661476135, |
| "purity": 0.8591438233852386, |
| "variance_explained": 0.42768487334251404 |
| }, |
| { |
| "separability": 0.008638762110628322, |
| "entanglement": 0.33423665165901184, |
| "purity": 0.6657633483409882, |
| "variance_explained": 0.15515625476837158 |
| }, |
| { |
| "separability": 0.013745975351834845, |
| "entanglement": 0.0879310891032219, |
| "purity": 0.9120689108967781, |
| "variance_explained": 0.07237125933170319 |
| }, |
| { |
| "separability": 0.012185734478108706, |
| "entanglement": 0.11532226949930191, |
| "purity": 0.8846777305006981, |
| "variance_explained": 0.0498829260468483 |
| } |
| ] |
| }, |
| "21": { |
| "fdr": 5.766399204224657, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 12.421278743755188, |
| "entanglement": 0.12604092061519623, |
| "purity": 0.8739590793848038, |
| "variance_explained": 0.43636253476142883 |
| }, |
| { |
| "separability": 0.01101097850593668, |
| "entanglement": 0.3332745432853699, |
| "purity": 0.6667254567146301, |
| "variance_explained": 0.1519411951303482 |
| }, |
| { |
| "separability": 0.011566682166967837, |
| "entanglement": 0.08947636187076569, |
| "purity": 0.9105236381292343, |
| "variance_explained": 0.07380209118127823 |
| }, |
| { |
| "separability": 0.013449921360506845, |
| "entanglement": 0.10356564819812775, |
| "purity": 0.8964343518018723, |
| "variance_explained": 0.049465347081422806 |
| } |
| ] |
| }, |
| "22": { |
| "fdr": 5.82996166351611, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 11.711805475747038, |
| "entanglement": 0.12392231822013855, |
| "purity": 0.8760776817798615, |
| "variance_explained": 0.44188135862350464 |
| }, |
| { |
| "separability": 0.013890925221925216, |
| "entanglement": 0.3241223692893982, |
| "purity": 0.6758776307106018, |
| "variance_explained": 0.14678922295570374 |
| }, |
| { |
| "separability": 0.009705574884114913, |
| "entanglement": 0.08644766360521317, |
| "purity": 0.9135523363947868, |
| "variance_explained": 0.07485146820545197 |
| }, |
| { |
| "separability": 0.01581192390635654, |
| "entanglement": 0.10923606157302856, |
| "purity": 0.8907639384269714, |
| "variance_explained": 0.048787008970975876 |
| } |
| ] |
| }, |
| "23": { |
| "fdr": 5.777685821902355, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 10.544045949641307, |
| "entanglement": 0.13530167937278748, |
| "purity": 0.8646983206272125, |
| "variance_explained": 0.43570223450660706 |
| }, |
| { |
| "separability": 0.018902625714673056, |
| "entanglement": 0.2937658727169037, |
| "purity": 0.7062341272830963, |
| "variance_explained": 0.14060501754283905 |
| }, |
| { |
| "separability": 0.006479166270743167, |
| "entanglement": 0.07489018887281418, |
| "purity": 0.9251098111271858, |
| "variance_explained": 0.07828793674707413 |
| }, |
| { |
| "separability": 0.016643499527453393, |
| "entanglement": 0.08442027121782303, |
| "purity": 0.915579728782177, |
| "variance_explained": 0.04938357695937157 |
| } |
| ] |
| }, |
| "24": { |
| "fdr": 7.01195752026788, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 14.753244160419664, |
| "entanglement": 0.1249074712395668, |
| "purity": 0.8750925287604332, |
| "variance_explained": 0.4778316020965576 |
| }, |
| { |
| "separability": 0.012056523938273936, |
| "entanglement": 0.29539012908935547, |
| "purity": 0.7046098709106445, |
| "variance_explained": 0.12428444623947144 |
| }, |
| { |
| "separability": 0.0050600719031098735, |
| "entanglement": 0.07541336119174957, |
| "purity": 0.9245866388082504, |
| "variance_explained": 0.0729021430015564 |
| }, |
| { |
| "separability": 0.010520739404189303, |
| "entanglement": 0.11380442976951599, |
| "purity": 0.886195570230484, |
| "variance_explained": 0.046658433973789215 |
| } |
| ] |
| }, |
| "25": { |
| "fdr": 7.708206511265412, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 18.378618903987984, |
| "entanglement": 0.1145145446062088, |
| "purity": 0.8854854553937912, |
| "variance_explained": 0.4936257004737854 |
| }, |
| { |
| "separability": 0.009441010245171704, |
| "entanglement": 0.29149046540260315, |
| "purity": 0.7085095345973969, |
| "variance_explained": 0.11369463801383972 |
| }, |
| { |
| "separability": 0.00453222093965167, |
| "entanglement": 0.08886914700269699, |
| "purity": 0.911130852997303, |
| "variance_explained": 0.07128655910491943 |
| }, |
| { |
| "separability": 0.008168609264003006, |
| "entanglement": 0.1360316276550293, |
| "purity": 0.8639683723449707, |
| "variance_explained": 0.046209853142499924 |
| } |
| ] |
| }, |
| "26": { |
| "fdr": 9.136422661013793, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 23.27432528678951, |
| "entanglement": 0.11007839441299438, |
| "purity": 0.8899216055870056, |
| "variance_explained": 0.5256884694099426 |
| }, |
| { |
| "separability": 0.007860344796116695, |
| "entanglement": 0.2691027522087097, |
| "purity": 0.7308972477912903, |
| "variance_explained": 0.10335765779018402 |
| }, |
| { |
| "separability": 0.0036932272001115696, |
| "entanglement": 0.0820227861404419, |
| "purity": 0.9179772138595581, |
| "variance_explained": 0.06674154102802277 |
| }, |
| { |
| "separability": 0.00663633581006788, |
| "entanglement": 0.16080422699451447, |
| "purity": 0.8391957730054855, |
| "variance_explained": 0.04552009701728821 |
| } |
| ] |
| }, |
| "27": { |
| "fdr": 10.667329440677541, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 23.211029073815812, |
| "entanglement": 0.09872511029243469, |
| "purity": 0.9012748897075653, |
| "variance_explained": 0.4834015965461731 |
| }, |
| { |
| "separability": 0.008700073580576246, |
| "entanglement": 0.25705671310424805, |
| "purity": 0.742943286895752, |
| "variance_explained": 0.10720819979906082 |
| }, |
| { |
| "separability": 0.0032532133743013044, |
| "entanglement": 0.08953447639942169, |
| "purity": 0.9104655236005783, |
| "variance_explained": 0.07218588143587112 |
| }, |
| { |
| "separability": 0.006678441807421331, |
| "entanglement": 0.17307205498218536, |
| "purity": 0.8269279450178146, |
| "variance_explained": 0.0513102225959301 |
| } |
| ] |
| }, |
| "28": { |
| "fdr": 12.969567192720831, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 27.03285123494692, |
| "entanglement": 0.09926219284534454, |
| "purity": 0.9007378071546555, |
| "variance_explained": 0.4799889326095581 |
| }, |
| { |
| "separability": 0.00770524859829062, |
| "entanglement": 0.2471163123846054, |
| "purity": 0.7528836876153946, |
| "variance_explained": 0.10506412386894226 |
| }, |
| { |
| "separability": 0.002157785153727311, |
| "entanglement": 0.0912521705031395, |
| "purity": 0.9087478294968605, |
| "variance_explained": 0.07344191521406174 |
| }, |
| { |
| "separability": 0.00628934138535031, |
| "entanglement": 0.18477438390254974, |
| "purity": 0.8152256160974503, |
| "variance_explained": 0.05322593078017235 |
| } |
| ] |
| }, |
| "29": { |
| "fdr": 14.383811432399561, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 30.4236502015028, |
| "entanglement": 0.09621616452932358, |
| "purity": 0.9037838354706764, |
| "variance_explained": 0.47169041633605957 |
| }, |
| { |
| "separability": 0.007563198994216103, |
| "entanglement": 0.23676246404647827, |
| "purity": 0.7632375359535217, |
| "variance_explained": 0.10148415714502335 |
| }, |
| { |
| "separability": 0.002146643861896132, |
| "entanglement": 0.09794933348894119, |
| "purity": 0.9020506665110588, |
| "variance_explained": 0.07347312569618225 |
| }, |
| { |
| "separability": 0.006938820563195735, |
| "entanglement": 0.19531120359897614, |
| "purity": 0.8046887964010239, |
| "variance_explained": 0.05499758571386337 |
| } |
| ] |
| }, |
| "30": { |
| "fdr": 15.934285833147635, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 36.332450697414394, |
| "entanglement": 0.0807846412062645, |
| "purity": 0.9192153587937355, |
| "variance_explained": 0.4433188736438751 |
| }, |
| { |
| "separability": 0.0068174051961737364, |
| "entanglement": 0.23206110298633575, |
| "purity": 0.7679388970136642, |
| "variance_explained": 0.10417404770851135 |
| }, |
| { |
| "separability": 0.0018548327441278135, |
| "entanglement": 0.11936845630407333, |
| "purity": 0.8806315436959267, |
| "variance_explained": 0.07590479403734207 |
| }, |
| { |
| "separability": 0.005917043233415162, |
| "entanglement": 0.22357676923274994, |
| "purity": 0.7764232307672501, |
| "variance_explained": 0.058620572090148926 |
| } |
| ] |
| }, |
| "31": { |
| "fdr": 17.98665387148739, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 35.52134264432481, |
| "entanglement": 0.08715945482254028, |
| "purity": 0.9128405451774597, |
| "variance_explained": 0.3992927670478821 |
| }, |
| { |
| "separability": 0.007607160707615331, |
| "entanglement": 0.2158699333667755, |
| "purity": 0.7841300666332245, |
| "variance_explained": 0.11081832647323608 |
| }, |
| { |
| "separability": 0.002336882721285352, |
| "entanglement": 0.11857189983129501, |
| "purity": 0.881428100168705, |
| "variance_explained": 0.0819040983915329 |
| }, |
| { |
| "separability": 0.006439478701436651, |
| "entanglement": 0.21544823050498962, |
| "purity": 0.7845517694950104, |
| "variance_explained": 0.06351479142904282 |
| } |
| ] |
| }, |
| "32": { |
| "fdr": 19.020321867936953, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 37.26539319382106, |
| "entanglement": 0.10506052523851395, |
| "purity": 0.894939474761486, |
| "variance_explained": 0.399032860994339 |
| }, |
| { |
| "separability": 0.007397258399532635, |
| "entanglement": 0.19522231817245483, |
| "purity": 0.8047776818275452, |
| "variance_explained": 0.10456076264381409 |
| }, |
| { |
| "separability": 0.0015995881333032429, |
| "entanglement": 0.12264601141214371, |
| "purity": 0.8773539885878563, |
| "variance_explained": 0.08013296872377396 |
| }, |
| { |
| "separability": 0.006134183235970064, |
| "entanglement": 0.21297775208950043, |
| "purity": 0.7870222479104996, |
| "variance_explained": 0.06420475244522095 |
| } |
| ] |
| }, |
| "33": { |
| "fdr": 20.028554417115465, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 48.40548059927596, |
| "entanglement": 0.12898270785808563, |
| "purity": 0.8710172921419144, |
| "variance_explained": 0.40989649295806885 |
| }, |
| { |
| "separability": 0.005417754949807528, |
| "entanglement": 0.16563017666339874, |
| "purity": 0.8343698233366013, |
| "variance_explained": 0.09639238566160202 |
| }, |
| { |
| "separability": 0.0005718631737673168, |
| "entanglement": 0.13147515058517456, |
| "purity": 0.8685248494148254, |
| "variance_explained": 0.07885624468326569 |
| }, |
| { |
| "separability": 0.003383886832032388, |
| "entanglement": 0.20949682593345642, |
| "purity": 0.7905031740665436, |
| "variance_explained": 0.06354021281003952 |
| } |
| ] |
| }, |
| "34": { |
| "fdr": 21.903843367568115, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 60.22688980043148, |
| "entanglement": 0.17500892281532288, |
| "purity": 0.8249910771846771, |
| "variance_explained": 0.41538766026496887 |
| }, |
| { |
| "separability": 0.002305701211060257, |
| "entanglement": 0.1962704062461853, |
| "purity": 0.8037295937538147, |
| "variance_explained": 0.10158838331699371 |
| }, |
| { |
| "separability": 0.000529141104566696, |
| "entanglement": 0.12117133289575577, |
| "purity": 0.8788286671042442, |
| "variance_explained": 0.07869724929332733 |
| }, |
| { |
| "separability": 0.0037629590177587846, |
| "entanglement": 0.19991812109947205, |
| "purity": 0.800081878900528, |
| "variance_explained": 0.06344252824783325 |
| } |
| ] |
| }, |
| "35": { |
| "fdr": 24.178201915551185, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 49.96343196506728, |
| "entanglement": 0.24317918717861176, |
| "purity": 0.7568208128213882, |
| "variance_explained": 0.3538695275783539 |
| }, |
| { |
| "separability": 0.004040499265868146, |
| "entanglement": 0.14153273403644562, |
| "purity": 0.8584672659635544, |
| "variance_explained": 0.10339764505624771 |
| }, |
| { |
| "separability": 4.992311916979117e-06, |
| "entanglement": 0.11458230763673782, |
| "purity": 0.8854176923632622, |
| "variance_explained": 0.08756362646818161 |
| }, |
| { |
| "separability": 0.003620654146646786, |
| "entanglement": 0.21470311284065247, |
| "purity": 0.7852968871593475, |
| "variance_explained": 0.07214047759771347 |
| } |
| ] |
| }, |
| "36": { |
| "fdr": 26.918142730012843, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 51.0667836254873, |
| "entanglement": 0.2850312292575836, |
| "purity": 0.7149687707424164, |
| "variance_explained": 0.3576361835002899 |
| }, |
| { |
| "separability": 0.002805147341355839, |
| "entanglement": 0.12292870134115219, |
| "purity": 0.8770712986588478, |
| "variance_explained": 0.10013680160045624 |
| }, |
| { |
| "separability": 0.0010973576951629712, |
| "entanglement": 0.11382797360420227, |
| "purity": 0.8861720263957977, |
| "variance_explained": 0.08641067147254944 |
| }, |
| { |
| "separability": 0.002461666697012264, |
| "entanglement": 0.23466473817825317, |
| "purity": 0.7653352618217468, |
| "variance_explained": 0.07073254883289337 |
| } |
| ] |
| }, |
| "37": { |
| "fdr": 29.19349225354389, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 39.69189026292276, |
| "entanglement": 0.29197177290916443, |
| "purity": 0.7080282270908356, |
| "variance_explained": 0.3675488829612732 |
| }, |
| { |
| "separability": 0.004138733398902366, |
| "entanglement": 0.12181553989648819, |
| "purity": 0.8781844601035118, |
| "variance_explained": 0.09498688578605652 |
| }, |
| { |
| "separability": 0.00392947417548334, |
| "entanglement": 0.0965423434972763, |
| "purity": 0.9034576565027237, |
| "variance_explained": 0.0907307043671608 |
| }, |
| { |
| "separability": 0.0013980448251123402, |
| "entanglement": 0.22487550973892212, |
| "purity": 0.7751244902610779, |
| "variance_explained": 0.0702819898724556 |
| } |
| ] |
| }, |
| "38": { |
| "fdr": 28.287884517514478, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 36.02348779148112, |
| "entanglement": 0.29504087567329407, |
| "purity": 0.7049591243267059, |
| "variance_explained": 0.3689669370651245 |
| }, |
| { |
| "separability": 0.004418086412179266, |
| "entanglement": 0.11923963576555252, |
| "purity": 0.8807603642344475, |
| "variance_explained": 0.09447922557592392 |
| }, |
| { |
| "separability": 0.005774884843642956, |
| "entanglement": 0.0942753255367279, |
| "purity": 0.9057246744632721, |
| "variance_explained": 0.08970670402050018 |
| }, |
| { |
| "separability": 0.000630213216668476, |
| "entanglement": 0.2345704734325409, |
| "purity": 0.7654295265674591, |
| "variance_explained": 0.07012438774108887 |
| } |
| ] |
| }, |
| "39": { |
| "fdr": 27.670532430126332, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 31.9647498676372, |
| "entanglement": 0.30431652069091797, |
| "purity": 0.695683479309082, |
| "variance_explained": 0.36472269892692566 |
| }, |
| { |
| "separability": 0.009813102802530657, |
| "entanglement": 0.08155522495508194, |
| "purity": 0.9184447750449181, |
| "variance_explained": 0.09406427294015884 |
| }, |
| { |
| "separability": 0.0016187484646741244, |
| "entanglement": 0.1120486781001091, |
| "purity": 0.8879513218998909, |
| "variance_explained": 0.08962573856115341 |
| }, |
| { |
| "separability": 0.0006229981771419505, |
| "entanglement": 0.210791677236557, |
| "purity": 0.789208322763443, |
| "variance_explained": 0.07013168931007385 |
| } |
| ] |
| }, |
| "40": { |
| "fdr": 27.66948968505237, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 33.41737470555026, |
| "entanglement": 0.3023937940597534, |
| "purity": 0.6976062059402466, |
| "variance_explained": 0.3832022547721863 |
| }, |
| { |
| "separability": 0.009912243672921657, |
| "entanglement": 0.07974547147750854, |
| "purity": 0.9202545285224915, |
| "variance_explained": 0.09206267446279526 |
| }, |
| { |
| "separability": 0.00025466726087264703, |
| "entanglement": 0.11513937264680862, |
| "purity": 0.8848606273531914, |
| "variance_explained": 0.08695331960916519 |
| }, |
| { |
| "separability": 5.93797515298456e-05, |
| "entanglement": 0.20672287046909332, |
| "purity": 0.7932771295309067, |
| "variance_explained": 0.06886618584394455 |
| } |
| ] |
| }, |
| "41": { |
| "fdr": 27.371570243559336, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 31.64318214792013, |
| "entanglement": 0.29646575450897217, |
| "purity": 0.7035342454910278, |
| "variance_explained": 0.3827987611293793 |
| }, |
| { |
| "separability": 0.010339186645246017, |
| "entanglement": 0.09549429267644882, |
| "purity": 0.9045057073235512, |
| "variance_explained": 0.09446705877780914 |
| }, |
| { |
| "separability": 0.001979242346310242, |
| "entanglement": 0.11078910529613495, |
| "purity": 0.889210894703865, |
| "variance_explained": 0.08708976209163666 |
| }, |
| { |
| "separability": 4.2044471439343536e-05, |
| "entanglement": 0.21588265895843506, |
| "purity": 0.7841173410415649, |
| "variance_explained": 0.06893499195575714 |
| } |
| ] |
| }, |
| "42": { |
| "fdr": 29.14179182605726, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 33.485901221582125, |
| "entanglement": 0.3123210370540619, |
| "purity": 0.6876789629459381, |
| "variance_explained": 0.38612890243530273 |
| }, |
| { |
| "separability": 0.009691836843079008, |
| "entanglement": 0.1033550426363945, |
| "purity": 0.8966449573636055, |
| "variance_explained": 0.0950973629951477 |
| }, |
| { |
| "separability": 0.002332803910003727, |
| "entanglement": 0.10371506959199905, |
| "purity": 0.896284930408001, |
| "variance_explained": 0.08798966556787491 |
| }, |
| { |
| "separability": 0.00017331707824133662, |
| "entanglement": 0.21857154369354248, |
| "purity": 0.7814284563064575, |
| "variance_explained": 0.06929947435855865 |
| } |
| ] |
| }, |
| "43": { |
| "fdr": 30.322665215208644, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 31.391828749084283, |
| "entanglement": 0.319769024848938, |
| "purity": 0.680230975151062, |
| "variance_explained": 0.3710622191429138 |
| }, |
| { |
| "separability": 0.008397006149409931, |
| "entanglement": 0.11151273548603058, |
| "purity": 0.8884872645139694, |
| "variance_explained": 0.09739188849925995 |
| }, |
| { |
| "separability": 0.005658490636527513, |
| "entanglement": 0.09756911545991898, |
| "purity": 0.902430884540081, |
| "variance_explained": 0.0862722396850586 |
| }, |
| { |
| "separability": 0.00016225174355396534, |
| "entanglement": 0.21168352663516998, |
| "purity": 0.78831647336483, |
| "variance_explained": 0.07028700411319733 |
| } |
| ] |
| }, |
| "44": { |
| "fdr": 32.29074980040809, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 38.02913356536611, |
| "entanglement": 0.3045947551727295, |
| "purity": 0.6954052448272705, |
| "variance_explained": 0.3834923505783081 |
| }, |
| { |
| "separability": 0.006612707803707144, |
| "entanglement": 0.12087485939264297, |
| "purity": 0.879125140607357, |
| "variance_explained": 0.09677797555923462 |
| }, |
| { |
| "separability": 0.0042687517275489814, |
| "entanglement": 0.0931428074836731, |
| "purity": 0.9068571925163269, |
| "variance_explained": 0.08395837247371674 |
| }, |
| { |
| "separability": 0.0003257973090435726, |
| "entanglement": 0.21249176561832428, |
| "purity": 0.7875082343816757, |
| "variance_explained": 0.06933917105197906 |
| } |
| ] |
| }, |
| "45": { |
| "fdr": 33.16137423241234, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 49.35649593535042, |
| "entanglement": 0.2846699655056, |
| "purity": 0.7153300344944, |
| "variance_explained": 0.3996943533420563 |
| }, |
| { |
| "separability": 0.006262450224734923, |
| "entanglement": 0.11736398935317993, |
| "purity": 0.8826360106468201, |
| "variance_explained": 0.0937047004699707 |
| }, |
| { |
| "separability": 0.0019478807280832965, |
| "entanglement": 0.09481928497552872, |
| "purity": 0.9051807150244713, |
| "variance_explained": 0.07988916337490082 |
| }, |
| { |
| "separability": 0.00021827708596736117, |
| "entanglement": 0.20556101202964783, |
| "purity": 0.7944389879703522, |
| "variance_explained": 0.06686970591545105 |
| } |
| ] |
| }, |
| "46": { |
| "fdr": 33.08481107339465, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 51.771086752658256, |
| "entanglement": 0.28547021746635437, |
| "purity": 0.7145297825336456, |
| "variance_explained": 0.39500200748443604 |
| }, |
| { |
| "separability": 0.00730265456307616, |
| "entanglement": 0.12086669355630875, |
| "purity": 0.8791333064436913, |
| "variance_explained": 0.09606292843818665 |
| }, |
| { |
| "separability": 0.001339568765357131, |
| "entanglement": 0.088701032102108, |
| "purity": 0.911298967897892, |
| "variance_explained": 0.08028295636177063 |
| }, |
| { |
| "separability": 0.00012689705386812147, |
| "entanglement": 0.19205768406391144, |
| "purity": 0.8079423159360886, |
| "variance_explained": 0.06779482960700989 |
| } |
| ] |
| }, |
| "47": { |
| "fdr": 33.43104248217632, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 51.18337545663689, |
| "entanglement": 0.2974074184894562, |
| "purity": 0.7025925815105438, |
| "variance_explained": 0.3846958577632904 |
| }, |
| { |
| "separability": 0.006452725918293882, |
| "entanglement": 0.12015802413225174, |
| "purity": 0.8798419758677483, |
| "variance_explained": 0.09832717478275299 |
| }, |
| { |
| "separability": 0.0018817068750924173, |
| "entanglement": 0.09377022832632065, |
| "purity": 0.9062297716736794, |
| "variance_explained": 0.08170222491025925 |
| }, |
| { |
| "separability": 1.826256500949333e-05, |
| "entanglement": 0.19694381952285767, |
| "purity": 0.8030561804771423, |
| "variance_explained": 0.06938663125038147 |
| } |
| ] |
| }, |
| "48": { |
| "fdr": 32.77918018490344, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 54.340380414411165, |
| "entanglement": 0.2796964943408966, |
| "purity": 0.7203035056591034, |
| "variance_explained": 0.39766478538513184 |
| }, |
| { |
| "separability": 0.005639802280327129, |
| "entanglement": 0.11720650643110275, |
| "purity": 0.8827934935688972, |
| "variance_explained": 0.09660027176141739 |
| }, |
| { |
| "separability": 0.0014303314759924893, |
| "entanglement": 0.09242561459541321, |
| "purity": 0.9075743854045868, |
| "variance_explained": 0.0801195502281189 |
| }, |
| { |
| "separability": 0.00047696495323790064, |
| "entanglement": 0.18325944244861603, |
| "purity": 0.816740557551384, |
| "variance_explained": 0.06654282659292221 |
| } |
| ] |
| }, |
| "49": { |
| "fdr": 32.8917414851509, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 57.69948503737401, |
| "entanglement": 0.2552506625652313, |
| "purity": 0.7447493374347687, |
| "variance_explained": 0.4386696517467499 |
| }, |
| { |
| "separability": 0.00297715886872796, |
| "entanglement": 0.11495295912027359, |
| "purity": 0.8850470408797264, |
| "variance_explained": 0.08703949302434921 |
| }, |
| { |
| "separability": 0.00012242374381230307, |
| "entanglement": 0.09354524314403534, |
| "purity": 0.9064547568559647, |
| "variance_explained": 0.07015479356050491 |
| }, |
| { |
| "separability": 0.0022856622048807998, |
| "entanglement": 0.18813076615333557, |
| "purity": 0.8118692338466644, |
| "variance_explained": 0.06165836751461029 |
| } |
| ] |
| }, |
| "50": { |
| "fdr": 37.58667920504483, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 62.077277251226654, |
| "entanglement": 0.26058104634284973, |
| "purity": 0.7394189536571503, |
| "variance_explained": 0.48012930154800415 |
| }, |
| { |
| "separability": 0.0012362562572600514, |
| "entanglement": 0.1516997218132019, |
| "purity": 0.8483002781867981, |
| "variance_explained": 0.08259782195091248 |
| }, |
| { |
| "separability": 9.764462266890082e-05, |
| "entanglement": 0.09350094944238663, |
| "purity": 0.9064990505576134, |
| "variance_explained": 0.06065742298960686 |
| }, |
| { |
| "separability": 0.0031413759340367994, |
| "entanglement": 0.15343579649925232, |
| "purity": 0.8465642035007477, |
| "variance_explained": 0.058203160762786865 |
| } |
| ] |
| }, |
| "51": { |
| "fdr": 39.08642911575762, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 46.42989633265834, |
| "entanglement": 0.2687479555606842, |
| "purity": 0.7312520444393158, |
| "variance_explained": 0.42280784249305725 |
| }, |
| { |
| "separability": 0.0022773668385674163, |
| "entanglement": 0.14941459894180298, |
| "purity": 0.850585401058197, |
| "variance_explained": 0.09247200936079025 |
| }, |
| { |
| "separability": 1.7067776361545489e-06, |
| "entanglement": 0.08745313435792923, |
| "purity": 0.9125468656420708, |
| "variance_explained": 0.068980373442173 |
| }, |
| { |
| "separability": 0.006286373754703246, |
| "entanglement": 0.16086705029010773, |
| "purity": 0.8391329497098923, |
| "variance_explained": 0.06341314315795898 |
| } |
| ] |
| }, |
| "52": { |
| "fdr": 45.60143836993696, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 166.73056821426414, |
| "entanglement": 0.10637620836496353, |
| "purity": 0.8936237916350365, |
| "variance_explained": 0.7717596888542175 |
| }, |
| { |
| "separability": 0.0001121265215269557, |
| "entanglement": 0.11689110100269318, |
| "purity": 0.8831088989973068, |
| "variance_explained": 0.038392867892980576 |
| }, |
| { |
| "separability": 0.0005383445913225075, |
| "entanglement": 0.15345028042793274, |
| "purity": 0.8465497195720673, |
| "variance_explained": 0.025673337280750275 |
| }, |
| { |
| "separability": 0.0025540740823359886, |
| "entanglement": 0.07658670097589493, |
| "purity": 0.9234132990241051, |
| "variance_explained": 0.02483423240482807 |
| } |
| ] |
| }, |
| "53": { |
| "fdr": 50.97468786689094, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 179.4421042913008, |
| "entanglement": 0.104286327958107, |
| "purity": 0.895713672041893, |
| "variance_explained": 0.774054765701294 |
| }, |
| { |
| "separability": 3.62553102411726e-05, |
| "entanglement": 0.10821011662483215, |
| "purity": 0.8917898833751678, |
| "variance_explained": 0.03800932317972183 |
| }, |
| { |
| "separability": 0.0025958544814698803, |
| "entanglement": 0.11286097019910812, |
| "purity": 0.8871390298008919, |
| "variance_explained": 0.02531837485730648 |
| }, |
| { |
| "separability": 5.772994820128077e-10, |
| "entanglement": 0.08388984948396683, |
| "purity": 0.9161101505160332, |
| "variance_explained": 0.02454972080886364 |
| } |
| ] |
| }, |
| "54": { |
| "fdr": 78.51635336079543, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 40.39227998031261, |
| "entanglement": 0.4102165997028351, |
| "purity": 0.5897834002971649, |
| "variance_explained": 0.8153991103172302 |
| }, |
| { |
| "separability": 0.019936852263086727, |
| "entanglement": 0.36616286635398865, |
| "purity": 0.6338371336460114, |
| "variance_explained": 0.04980980232357979 |
| }, |
| { |
| "separability": 0.00015640354306750812, |
| "entanglement": 0.05346272513270378, |
| "purity": 0.9465372748672962, |
| "variance_explained": 0.021263225004076958 |
| }, |
| { |
| "separability": 0.0024192950846024614, |
| "entanglement": 0.1819058209657669, |
| "purity": 0.8180941790342331, |
| "variance_explained": 0.016873568296432495 |
| } |
| ] |
| }, |
| "55": { |
| "fdr": 70.35637149117866, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 124.90593294083095, |
| "entanglement": 0.24179355800151825, |
| "purity": 0.7582064419984818, |
| "variance_explained": 0.794631838798523 |
| }, |
| { |
| "separability": 0.0014636374030800535, |
| "entanglement": 0.21755525469779968, |
| "purity": 0.7824447453022003, |
| "variance_explained": 0.03963617607951164 |
| }, |
| { |
| "separability": 3.4710256939255176e-05, |
| "entanglement": 0.062314365059137344, |
| "purity": 0.9376856349408627, |
| "variance_explained": 0.02419571578502655 |
| }, |
| { |
| "separability": 0.0017995334400144314, |
| "entanglement": 0.15197332203388214, |
| "purity": 0.8480266779661179, |
| "variance_explained": 0.02085498347878456 |
| } |
| ] |
| }, |
| "56": { |
| "fdr": 70.4737435924771, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 173.96173438920272, |
| "entanglement": 0.16698947548866272, |
| "purity": 0.8330105245113373, |
| "variance_explained": 0.7806081175804138 |
| }, |
| { |
| "separability": 0.00016135177143188556, |
| "entanglement": 0.18754971027374268, |
| "purity": 0.8124502897262573, |
| "variance_explained": 0.04238312691450119 |
| }, |
| { |
| "separability": 0.000934473127562345, |
| "entanglement": 0.06992099434137344, |
| "purity": 0.9300790056586266, |
| "variance_explained": 0.024301989004015923 |
| }, |
| { |
| "separability": 0.0011488330189202871, |
| "entanglement": 0.1193750873208046, |
| "purity": 0.8806249126791954, |
| "variance_explained": 0.021797019988298416 |
| } |
| ] |
| }, |
| "57": { |
| "fdr": 74.02417106938104, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 172.9295960891086, |
| "entanglement": 0.1575615555047989, |
| "purity": 0.8424384444952011, |
| "variance_explained": 0.773225724697113 |
| }, |
| { |
| "separability": 4.9918094205274216e-05, |
| "entanglement": 0.17620618641376495, |
| "purity": 0.823793813586235, |
| "variance_explained": 0.04486462473869324 |
| }, |
| { |
| "separability": 0.0013303669602421182, |
| "entanglement": 0.09041717648506165, |
| "purity": 0.9095828235149384, |
| "variance_explained": 0.025713250041007996 |
| }, |
| { |
| "separability": 0.001113021617689843, |
| "entanglement": 0.1243390217423439, |
| "purity": 0.8756609782576561, |
| "variance_explained": 0.020774420350790024 |
| } |
| ] |
| }, |
| "58": { |
| "fdr": 100.79837616944839, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 24.344475496125273, |
| "entanglement": 0.4609743356704712, |
| "purity": 0.5390256643295288, |
| "variance_explained": 0.8126509189605713 |
| }, |
| { |
| "separability": 0.04027981845849959, |
| "entanglement": 0.3822743594646454, |
| "purity": 0.6177256405353546, |
| "variance_explained": 0.06027033179998398 |
| }, |
| { |
| "separability": 0.0012530028206586138, |
| "entanglement": 0.05641103908419609, |
| "purity": 0.9435889609158039, |
| "variance_explained": 0.01923980750143528 |
| }, |
| { |
| "separability": 0.004902872101208086, |
| "entanglement": 0.13283087313175201, |
| "purity": 0.867169126868248, |
| "variance_explained": 0.016105806455016136 |
| } |
| ] |
| }, |
| "59": { |
| "fdr": 78.6249474654443, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 145.81755427441158, |
| "entanglement": 0.1182650551199913, |
| "purity": 0.8817349448800087, |
| "variance_explained": 0.7790079116821289 |
| }, |
| { |
| "separability": 0.00044094509492463097, |
| "entanglement": 0.10014020651578903, |
| "purity": 0.899859793484211, |
| "variance_explained": 0.03929143026471138 |
| }, |
| { |
| "separability": 0.003962608642030981, |
| "entanglement": 0.11645572632551193, |
| "purity": 0.8835442736744881, |
| "variance_explained": 0.024592479690909386 |
| }, |
| { |
| "separability": 5.944917495686404e-06, |
| "entanglement": 0.14925721287727356, |
| "purity": 0.8507427871227264, |
| "variance_explained": 0.019247880205512047 |
| } |
| ] |
| }, |
| "60": { |
| "fdr": 102.79924070377191, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 140.5777163222044, |
| "entanglement": 0.07158944010734558, |
| "purity": 0.9284105598926544, |
| "variance_explained": 0.7566619515419006 |
| }, |
| { |
| "separability": 0.004132226216404945, |
| "entanglement": 0.09160542488098145, |
| "purity": 0.9083945751190186, |
| "variance_explained": 0.04630090668797493 |
| }, |
| { |
| "separability": 0.00135087319470235, |
| "entanglement": 0.20722976326942444, |
| "purity": 0.7927702367305756, |
| "variance_explained": 0.029674788936972618 |
| }, |
| { |
| "separability": 0.0002227824222772812, |
| "entanglement": 0.14346052706241608, |
| "purity": 0.8565394729375839, |
| "variance_explained": 0.021645287051796913 |
| } |
| ] |
| }, |
| "61": { |
| "fdr": 112.80800990733806, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 131.448005850124, |
| "entanglement": 0.07092754542827606, |
| "purity": 0.9290724545717239, |
| "variance_explained": 0.7493481636047363 |
| }, |
| { |
| "separability": 0.004109139194018355, |
| "entanglement": 0.09582741558551788, |
| "purity": 0.9041725844144821, |
| "variance_explained": 0.04545510932803154 |
| }, |
| { |
| "separability": 0.002090591141322635, |
| "entanglement": 0.21065330505371094, |
| "purity": 0.7893466949462891, |
| "variance_explained": 0.03156578168272972 |
| }, |
| { |
| "separability": 0.00024842485192176877, |
| "entanglement": 0.13036814332008362, |
| "purity": 0.8696318566799164, |
| "variance_explained": 0.022493185475468636 |
| } |
| ] |
| }, |
| "62": { |
| "fdr": 131.7866069389317, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 128.9470497165038, |
| "entanglement": 0.07079910486936569, |
| "purity": 0.9292008951306343, |
| "variance_explained": 0.7340989708900452 |
| }, |
| { |
| "separability": 0.0038507537812479987, |
| "entanglement": 0.09950507432222366, |
| "purity": 0.9004949256777763, |
| "variance_explained": 0.047048136591911316 |
| }, |
| { |
| "separability": 0.002346187191269416, |
| "entanglement": 0.19515208899974823, |
| "purity": 0.8048479110002518, |
| "variance_explained": 0.03316071629524231 |
| }, |
| { |
| "separability": 9.047638151076245e-05, |
| "entanglement": 0.13388608396053314, |
| "purity": 0.8661139160394669, |
| "variance_explained": 0.024865275248885155 |
| } |
| ] |
| }, |
| "63": { |
| "fdr": 171.446360169188, |
| "n_directions": 4, |
| "directions": [ |
| { |
| "separability": 83.86751436356829, |
| "entanglement": 0.1663922816514969, |
| "purity": 0.8336077183485031, |
| "variance_explained": 0.7533359527587891 |
| }, |
| { |
| "separability": 0.002135470677325278, |
| "entanglement": 0.06743694096803665, |
| "purity": 0.9325630590319633, |
| "variance_explained": 0.04036674648523331 |
| }, |
| { |
| "separability": 0.0038672731118238163, |
| "entanglement": 0.21664857864379883, |
| "purity": 0.7833514213562012, |
| "variance_explained": 0.03266181796789169 |
| }, |
| { |
| "separability": 0.003479737172950468, |
| "entanglement": 0.1878027319908142, |
| "purity": 0.8121972680091858, |
| "variance_explained": 0.024195140227675438 |
| } |
| ] |
| } |
| }, |
| "ablation_history": [ |
| { |
| "iteration": 0, |
| "n_directions_ablated": 25, |
| "total_weight_norm_removed": 31.97265625, |
| "residual_refusal_score": 12.227283448197298, |
| "capability_degradation_estimate": 0.0 |
| }, |
| { |
| "iteration": 1, |
| "n_directions_ablated": 25, |
| "total_weight_norm_removed": 13.970703125, |
| "residual_refusal_score": 8.526603675320763, |
| "capability_degradation_estimate": 0.0 |
| }, |
| { |
| "iteration": 2, |
| "n_directions_ablated": 25, |
| "total_weight_norm_removed": 8.36083984375, |
| "residual_refusal_score": 7.254424522119546, |
| "capability_degradation_estimate": 0.0 |
| }, |
| { |
| "iteration": 3, |
| "n_directions_ablated": 25, |
| "total_weight_norm_removed": 5.371337890625, |
| "residual_refusal_score": 6.7361962481464195, |
| "capability_degradation_estimate": 0.0 |
| } |
| ] |
| } |
