in src/transformers/integrations/higgs.py [0:0]
def get_higgs_grid(p: int, n: int):
if (p, n) == (2, 256):
return torch.tensor(
[
[-2.501467704772949, 0.17954708635807037],
[-0.6761789321899414, 1.2728623151779175],
[-1.8025816679000854, 0.7613157629966736],
[-0.538287878036499, -2.6028504371643066],
[0.8415029644966125, -0.8600977659225464],
[0.7023013234138489, 3.3138747215270996],
[0.5699077844619751, 2.5782253742218018],
[3.292393207550049, -0.6016128063201904],
[0.5561617016792297, -1.7723814249038696],
[-2.1012380123138428, 0.020958125591278076],
[0.46085724234580994, 0.8428705334663391],
[1.4548040628433228, -0.6156039237976074],
[3.210029363632202, 0.3546904921531677],
[0.8893890976905823, -0.5967988967895508],
[0.8618854284286499, -3.2061192989349365],
[1.1360996961593628, -0.23852407932281494],
[1.6646337509155273, -0.9265465140342712],
[1.4767773151397705, 1.2476022243499756],
[-1.0511897802352905, 1.94503915309906],
[-1.56318998336792, -0.3264186680316925],
[-0.1829211413860321, 0.2922491431236267],
[-0.8950616717338562, -1.3887052536010742],
[-0.08206957578659058, -1.329533576965332],
[-0.487422913312912, 1.4817842245101929],
[-1.6769757270812988, -2.8269758224487305],
[-1.5057679414749146, 1.8905963897705078],
[1.8335362672805786, 1.0515104532241821],
[0.3273945450782776, 1.0491033792495728],
[-3.295924186706543, -0.7021600008010864],
[-1.8428784608840942, -1.2315762042999268],
[-0.8575026392936707, -1.7005949020385742],
[-1.120667815208435, 0.6467998027801514],
[-0.1588846743106842, -1.804071068763733],
[-0.8539647459983826, 0.5645008683204651],
[-1.4192019701004028, -0.6175029873847961],
[1.0799058675765991, 1.7871345281600952],
[1.171311855316162, 0.7511613965034485],
[2.162078380584717, 0.8044339418411255],
[1.3969420194625854, -1.243762493133545],
[-0.23818807303905487, 0.053944624960422516],
[2.304199457168579, -1.2667627334594727],
[1.4225027561187744, 0.568610668182373],
[0.376836895942688, -0.7134661674499512],
[2.0404467582702637, 0.4087389409542084],
[0.7639489769935608, -1.1367933750152588],
[0.3622530400753021, -1.4827953577041626],
[0.4100743532180786, 0.36108437180519104],
[-1.5867475271224976, -1.618212342262268],
[-2.2769672870635986, -1.2132309675216675],
[0.9184022545814514, -0.34428009390830994],
[-0.3902314603328705, 0.21785245835781097],
[3.120687484741211, 1.3077973127365112],
[1.587440848350525, -1.6506884098052979],
[-1.718808889389038, -0.038405973464250565],
[-0.6888407468795776, -0.8402308821678162],
[-0.7981445789337158, -1.1117373704910278],
[-2.4124443531036377, 1.3419722318649292],
[-0.6611530184745789, 0.9939885139465332],
[-0.33103418350219727, -0.16702833771705627],
[-2.4091389179229736, -2.326857566833496],
[1.6610108613967896, -2.159703254699707],
[0.014884627424180508, 0.3887578248977661],
[0.029668325558304787, 1.8786455392837524],
[1.180362582206726, 2.699317216873169],
[1.821286678314209, -0.5960053205490112],
[-0.44835323095321655, 3.327436685562134],
[-0.3714401423931122, -2.1466753482818604],
[-1.1103475093841553, -2.4536871910095215],
[-0.39110705256462097, 0.6670510172843933],
[0.474752813577652, -1.1959707736968994],
[-0.013110585510730743, -2.52519154548645],
[-2.0836575031280518, -1.703289270401001],
[-1.1077687740325928, -0.1252644956111908],
[-0.4138077199459076, 1.1837692260742188],
[-1.977599024772644, 1.688241720199585],
[-1.659559965133667, -2.1387736797332764],
[0.03242531046271324, 0.6526556015014648],
[0.9127950072288513, 0.6099498867988586],
[-0.38478314876556396, 0.433487206697464],
[0.27454206347465515, -0.27719801664352417],
[0.10388526320457458, 2.2812814712524414],
[-0.014394169673323631, -3.177137613296509],
[-1.2871228456497192, -0.8961855173110962],
[0.5720916986465454, -0.921597957611084],
[1.1159656047821045, -0.7609877586364746],
[2.4383342266082764, -2.2983546257019043],
[-0.294057160615921, -0.9770799875259399],
[-0.9342701435089111, 1.107579231262207],
[-1.549338698387146, 3.090520143508911],
[2.6076579093933105, 2.051239013671875],
[-0.9259037375450134, 1.407211184501648],
[-0.1747353971004486, 0.540488600730896],
[-0.8963701725006104, 0.8271111249923706],
[0.6480194926261902, 1.0128909349441528],
[0.980783998966217, -0.06156221032142639],
[-0.16883476078510284, 1.0601658821105957],
[0.5839992761611938, 0.004697148688137531],
[-0.34228450059890747, -1.2423977851867676],
[2.500824451446533, 0.3665279746055603],
[-0.17641609907150269, 1.3529551029205322],
[0.05378641560673714, 2.817232847213745],
[-1.2391047477722168, 2.354328155517578],
[0.630434513092041, -0.668536365032196],
[1.7576488256454468, 0.6738647818565369],
[0.4435231387615204, 0.6000469326972961],
[-0.08794835954904556, -0.11511358618736267],
[1.6540337800979614, 0.33995017409324646],
[-0.04202975332736969, -0.5375117063522339],
[-0.4247745871543884, -0.7897617220878601],
[0.06695003807544708, 1.2000739574432373],
[-3.2508881092071533, 0.28734830021858215],
[-1.613816261291504, 0.4944162368774414],
[1.3598989248275757, 0.26117825508117676],
[2.308382511138916, 1.3462618589401245],
[-1.2137469053268433, -1.9254342317581177],
[-0.4889402985572815, 1.8136259317398071],
[-0.1870335340499878, -0.3480615019798279],
[1.0766386985778809, -1.0627082586288452],
[0.4651014506816864, 2.131748914718628],
[-0.1306295394897461, -0.7811847925186157],
[0.06433182954788208, -1.5397958755493164],
[-0.2894323468208313, -0.5789554715156555],
[-0.6081662178039551, 0.4845278263092041],
[2.697964668273926, -0.18515698611736298],
[0.1277363896369934, -0.7221432328224182],
[0.8700758218765259, 0.35042452812194824],
[0.22088994085788727, 0.495242178440094],
[-2.5843818187713623, -0.8000828623771667],
[0.6732649803161621, -1.4362232685089111],
[-1.5286413431167603, 1.0417330265045166],
[-1.1222513914108276, -0.6269875764846802],
[-0.9752035140991211, -0.8750635385513306],
[-2.6369473934173584, 0.6918523907661438],
[0.14478731155395508, -0.041986867785453796],
[-1.5629483461380005, 1.4369450807571411],
[0.38952457904815674, -2.16428804397583],
[-0.16885095834732056, 0.7976621985435486],
[-3.12416934967041, 1.256506085395813],
[0.6843105554580688, -0.4203019142150879],
[1.9345275163650513, 1.934950351715088],
[0.012184220366179943, -2.1080918312072754],
[-0.6350273489952087, 0.7358828186988831],
[-0.837304949760437, -0.6214472651481628],
[0.08211923390626907, -0.9472538232803345],
[2.9332995414733887, -1.4956780672073364],
[1.3806978464126587, -0.2916182279586792],
[0.06773144006729126, 0.9285762310028076],
[-1.1943119764328003, 1.5963770151138306],
[1.6395620107650757, -0.32285431027412415],
[-1.390851378440857, -0.08273141086101532],
[1.816330909729004, -1.2812227010726929],
[0.7921574711799622, -2.1135804653167725],
[0.5817914605140686, 1.2644577026367188],
[1.929347038269043, -0.2386285960674286],
[0.8877345323562622, 1.190008521080017],
[1.4732073545455933, 0.8935023546218872],
[-2.8518524169921875, -1.5478795766830444],
[0.2439267635345459, 0.7576767802238464],
[0.5246709585189819, -2.606659412384033],
[1.150876760482788, 1.4073830842971802],
[-0.2643202245235443, 2.0634236335754395],
[1.555483341217041, -0.0023102816194295883],
[2.0830578804016113, -1.7225427627563477],
[-0.5424830317497253, -1.070199728012085],
[0.9168899655342102, 0.8955540060997009],
[-0.8120972514152527, 2.696739912033081],
[-0.29908373951911926, -1.5310651063919067],
[1.2320337295532227, -1.556247353553772],
[1.8612544536590576, 0.08704725652933121],
[0.22133447229862213, -1.8091708421707153],
[-0.4403655230998993, -0.38571012020111084],
[-1.88539457321167, 1.192205786705017],
[2.239687919616699, 0.004709010478109121],
[1.139495611190796, 0.45733731985092163],
[-1.507995367050171, 0.19716016948223114],
[0.46986445784568787, 1.5422041416168213],
[-1.2573751211166382, -0.35984551906585693],
[-1.7415345907211304, -0.6020717024803162],
[1.0751984119415283, 0.19006384909152985],
[2.24186635017395, -0.46343153715133667],
[0.3610347509384155, -0.07658443599939346],
[-1.3111497163772583, 0.432013601064682],
[0.6164408326148987, 0.24538464844226837],
[-1.9266542196273804, -0.3256155550479889],
[-0.5870336890220642, -0.1879584938287735],
[-1.0476511716842651, 0.3677721917629242],
[-1.229940414428711, 1.2433830499649048],
[0.18550436198711395, 0.22753673791885376],
[-0.017921989783644676, 0.12625974416732788],
[1.1659504175186157, -0.5020995736122131],
[-0.5983408093452454, -1.40438973903656],
[0.7519024014472961, -0.16282692551612854],
[0.9920787811279297, -1.344896912574768],
[-0.8103678226470947, 0.3064485788345337],
[0.6956969499588013, 1.8208192586898804],
[-2.7830491065979004, -0.2299390584230423],
[-0.34681546688079834, 2.4890666007995605],
[-1.4452646970748901, -1.2216600179672241],
[-2.1872897148132324, 0.8926076292991638],
[1.706072211265564, -2.8440372943878174],
[1.1119003295898438, -2.4923460483551025],
[-2.582794666290283, 2.0973289012908936],
[0.04987720400094986, -0.2964983284473419],
[-2.063807487487793, -0.7847916483879089],
[-0.4068813621997833, 0.9135897755622864],
[-0.9814359545707703, -0.3874954879283905],
[-1.4227229356765747, 0.7337291240692139],
[0.3065044581890106, 1.3125417232513428],
[1.2160996198654175, -1.9643305540084839],
[-1.2163853645324707, 0.14608727395534515],
[-2.3030710220336914, -0.37558120489120483],
[0.9232977628707886, 2.1843791007995605],
[-0.1989777386188507, 1.651851773262024],
[-0.714374840259552, -0.39365994930267334],
[-0.7805715799331665, -2.099881887435913],
[0.9015759229660034, -1.7053706645965576],
[0.1033422127366066, 1.5256654024124146],
[-1.8773194551467896, 2.324174165725708],
[1.9227174520492554, 2.7441604137420654],
[-0.5994020104408264, 0.23984014987945557],
[1.3496100902557373, -0.9126054644584656],
[-0.8765304088592529, -3.1877026557922363],
[-1.2040035724639893, -1.5169521570205688],
[1.4261796474456787, 2.150200128555298],
[1.463774561882019, 1.6656692028045654],
[0.20364105701446533, -0.4988172650337219],
[0.5195154547691345, -0.24067887663841248],
[-1.1116786003112793, -1.1599653959274292],
[-0.8490808606147766, -0.1681060940027237],
[0.3189965784549713, -0.9641751646995544],
[-0.5664751529693604, -0.5951744318008423],
[-1.6347930431365967, -0.9137664437294006],
[0.44048091769218445, -0.47259435057640076],
[-2.147747039794922, 0.47442489862442017],
[1.834734320640564, 1.4462147951126099],
[1.1777573823928833, 1.0659226179122925],
[-0.9568989872932434, 0.09495053440332413],
[-1.838529348373413, 0.2950586676597595],
[-0.4800611734390259, 0.014894310384988785],
[-0.5235516428947449, -1.7687653303146362],
[2.0735011100769043, -0.8825281262397766],
[2.637502431869507, 0.8455678224563599],
[2.606602907180786, -0.7848446369171143],
[-1.1886937618255615, 0.9330510497093201],
[0.38082656264305115, 0.13328030705451965],
[0.6847941875457764, 0.7384101152420044],
[1.2638574838638306, -0.007309418171644211],
[0.18292222917079926, -1.22371244430542],
[0.8143821954727173, 1.4976691007614136],
[0.6571850776672363, 0.48368802666664124],
[-0.6991601586341858, 2.150190830230713],
[0.8101756572723389, 0.10206498205661774],
[-0.08768226951360703, -1.084917664527893],
[-0.7208092212677002, 0.03657956421375275],
[0.3211449086666107, 1.803687334060669],
[-0.7835946083068848, 1.6869111061096191],
]
)
if (p, n) == (2, 64):
return torch.tensor(
[
[-2.7216711044311523, 0.14431366324424744],
[-0.766914427280426, 1.7193410396575928],
[-2.2575762271881104, 1.2476624250411987],
[1.233758807182312, -2.3560616970062256],
[0.8701965808868408, -0.2649352252483368],
[1.4506438970565796, 2.1776366233825684],
[-0.06305818259716034, 1.9049758911132812],
[2.536226511001587, 0.563927412033081],
[0.4599496126174927, -1.8745561838150024],
[-1.900517225265503, -0.30703988671302795],
[0.09386251866817474, 0.8755807280540466],
[1.946500539779663, -0.6743080615997314],
[2.1338934898376465, 1.4581491947174072],
[0.9429940581321716, -0.8038390278816223],
[2.0697755813598633, -1.614896535873413],
[0.772676408290863, 0.22017823159694672],
[1.0689979791641235, -1.525044322013855],
[0.6813604831695557, 1.1345642805099487],
[0.4706456661224365, 2.606626272201538],
[-1.294018030166626, -0.4372096061706543],
[-0.09134224057197571, 0.4610418677330017],
[-0.7907772064208984, -0.48412787914276123],
[0.060459110885858536, -0.9172890186309814],
[-0.5855047702789307, 2.56172513961792],
[0.11484206467866898, -2.659848213195801],
[-1.5893300771713257, 2.188580274581909],
[1.6750942468643188, 0.7089915871620178],
[-0.445697546005249, 0.7452405095100403],
[-1.8539940118789673, -1.8377939462661743],
[-1.5791912078857422, -1.017285943031311],
[-1.030419945716858, -1.5746369361877441],
[-1.9511750936508179, 0.43696075677871704],
[-0.3446580767631531, -1.8953213691711426],
[-1.4219647645950317, 0.7676230669021606],
[-0.9191089272499084, 0.5021472573280334],
[0.20464491844177246, 1.3684605360031128],
[0.5402919054031372, 0.6699410676956177],
[1.8903915882110596, 0.03638288006186485],
[0.4723062515258789, -0.6216739416122437],
[-0.41345009207725525, -0.22752176225185394],
[2.7119064331054688, -0.5111885070800781],
[1.065286636352539, 0.6950305700302124],
[0.40629103779792786, -0.14339995384216309],
[1.2815024852752686, 0.17108257114887238],
[0.01785222627222538, -0.43778058886528015],
[0.054590027779340744, -1.4225547313690186],
[0.3076786696910858, 0.30697619915008545],
[-0.9498570561408997, -0.9576997756958008],
[-2.4640724658966064, -0.9660449028015137],
[1.3714425563812256, -0.39760473370552063],
[-0.4857747256755829, 0.2386789172887802],
[1.2797833681106567, 1.3097363710403442],
[0.5508887767791748, -1.1777795553207397],
[-1.384316325187683, 0.1465839296579361],
[-0.46556955575942993, -1.2442727088928223],
[-0.3915477693080902, -0.7319604158401489],
[-1.4005504846572876, 1.3890998363494873],
[-0.8647305965423584, 1.0617644786834717],
[-0.8901953101158142, -0.01650036871433258],
[-0.9893633723258972, -2.4662880897521973],
[1.445534110069275, -1.049334168434143],
[-0.041650623083114624, 0.012734669260680676],
[-0.3302375078201294, 1.26217782497406],
[0.6934980154037476, 1.7714335918426514],
]
)
elif (p, n) == (2, 16):
return torch.tensor(
[
[-0.8996632695198059, -1.6360418796539307],
[-0.961183488368988, 1.5999565124511719],
[-1.882026195526123, 0.678778350353241],
[0.36300793290138245, -1.9667866230010986],
[-0.6814072728157043, -0.576818585395813],
[0.7270012497901917, 0.6186859607696533],
[0.3359416127204895, 1.8371193408966064],
[1.859930396080017, 0.036668598651885986],
[0.17208248376846313, -0.9401724338531494],
[-1.7599700689315796, -0.6244229674339294],
[-0.8993809223175049, 0.32267823815345764],
[0.839488685131073, -0.3017036020755768],
[1.5314953327178955, 1.2942044734954834],
[-0.0011779458727687597, 0.00022069070837460458],
[1.4274526834487915, -1.207889199256897],
[-0.16123905777931213, 0.8787511587142944],
]
)
elif (p, n) == (1, 16):
return torch.tensor(
[
[-2.7325894832611084],
[-2.069017171859741],
[-1.6180464029312134],
[-1.2562311887741089],
[-0.9423404335975647],
[-0.6567591428756714],
[-0.38804829120635986],
[-0.12839503586292267],
[0.12839503586292267],
[0.38804829120635986],
[0.6567591428756714],
[0.9423404335975647],
[1.2562311887741089],
[1.6180464029312134],
[2.069017171859741],
[2.7325894832611084],
]
)
elif (p, n) == (1, 8):
return torch.tensor(
[
[-2.1519455909729004],
[-1.3439092636108398],
[-0.7560052871704102],
[-0.2450941801071167],
[0.2450941801071167],
[0.7560052871704102],
[1.3439092636108398],
[2.1519455909729004],
]
)
elif (p, n) == (1, 4):
return torch.tensor([[-1.5104175806045532], [-0.4527800381183624], [0.4527800381183624], [1.5104175806045532]])
else:
raise NotImplementedError(f"Unsupported p={p}, n={n}")