+ LV-jRt^RIt^RIt^RIHt^RIHtH t H t H t H t H t HtRRR/Rllt]P !]R4tR]n]P !]R4tR ]nRRR/R llt]P !]R4tR ]n]P !]R4tR ]nRRR/R llt]P !]R4tR]n]P !]R4tR]nRRR/RlltRRR/RlltR RR/Rllt]P !]R4tR]n]P !]R4tR]nR RR/Rllt]P !]R4t R] n]P !]R4t!R]!nR RR/Rllt"]P !]"R4t#R]#n]P !]"R4t$R]$nR!Rlt%]P !]%R4t&R]&n]P !]%R4t'R]'nR#)"z( Discrete Fourier Transforms - basic.py N) pypocketfft) _asfarray_init_nd_shape_and_axes _datacopied _fix_shape _fix_shape_1d_normalization_workersFplancVe \R4h\V4pT;'g \W4p\W@4p\ V4pVe\ WV4wrT;'gT pM:VP V,^8d#RVP V, R2p \V 4hV'dVPPR8XdTMRp \P!W3WW4#)z?Return discrete Fourier transform of real or complex sequence. NFPassing a precomputed plan is not yet supported by scipy.fft functionsinvalid number of data points ( ) specifiedc) NotImplementedErrorrrrr rshape ValueErrordtypekindpfftc2c) forwardxnaxisnorm overwrite_xworkersr tmpcopiedmessageouts &&&&&&&$ k/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/scipy/fft/_pocketfft/basic.pyrr s !#EF F A,C44S!4K $ (DwG}#CD1 !++V 41 3CIIdO3DKP!!#))..C"73TC 88C' >>TfftifftczVe \R4h\V4p\W@4p\V4p\P !V4'g \ R4hVe\WV4wrM8VPV,^8d!\RVPV, R24h\P!W3WRV4#)z0 Discrete Fourier transform of a real sequence. Nr x must be a real sequencer r) rrrr np isrealobj TypeErrorrrrrr2c rrrrrrrr r_s &&&&&&&$ r"r+r+(s  !#EF F A,C $ (DwG <<  344}st,Q 41 :399T?:K;WXX 88C'w ??r#rfftihfftc Ve \R4h\V4p\W@4p\V4p\P !V4'd VR,pVf9VP V,^, ^,pV^8d\RV R24hM\W^,^,V4wr\P!W3W VRV4#)z? Return inverse discrete Fourier transform of real sequence x. Nr zInvalid number of data points (r) rrrr r(r)rrrrc2rr,s &&&&&&&$ r"r2r2Fs  !#EF F A,C $ (DwG ||CCi y YYt_q A % q5>qcMN N sTQJ5 88C!dD' BBr#hfftirfftc:Ve \R4h\WW#WE4#)z8 2-D discrete Fourier transform of a Hermitian sequence r )rhfftnrsaxesrrrr s&&&&&&$r"hfft2r:hs.  !#EF F t; 88r#c:Ve \R4h\WW#WE4#)z@ 2-D discrete inverse Fourier transform of a Hermitian sequence r )rihfftnr7s&&&&&&$r"ihfft2r=ss.  !#EF F !K 99r#c~Ve \R4h\V4p\WV4wrT;'g \W4p\ V4p\ V4^8XdV#\ WV4wrT;'gT p\W@4pV'dVPPR8XdTMRp \P!WWW4#)z5 Return multidimensional discrete Fourier transform. Nr r) rrrrr lenrrrrrr) rrr8r9rrrr rrrr!s &&&&&&&$ r"c2cnr@~s  !#EF F A,C)#$7KE44S!4KwG 4yA~S.KC''K $ (D#))..C"73TC 88Cwc ;;r#fftnifftncPVe \R4h\V4p\P!V4'g \ R4h\ WV4wr\ WV4wr\W@4p\V4p\V4^8Xd \R4h\P!WWRV4#)z@Return multidimensional discrete Fourier transform of real inputNr r'#at least 1 axis must be transformed) rrr(r)r*rrrr r?rrr+) rrr8r9rrrr rrr-s &&&&&&&$ r"r2cnrEs !#EF F A,C <<  344)#$7KE D )FC $ (DwG 4yA~>?? 88CwdG <?? KEWWT"X&*a/b $ (DwGRyHra1$E"I :c$/ 0FC 88Cx$g FFr#r6irfftnc \V4pT;'g \Wa4p\W@4p\R4pVPP R8Xd \ R4hVe\WbV4wrhT;'gTpM8VPV,^8d!\RVPV, R24hV'dTMRp \P!Wc3WWIV4#)z=FFT of a real sequence, returning fftpack half complex formatNrr'r r) rrrr rrr*rrrr r2r_fftpack) rrrrrrrrrr!s &&&&&& r"rPrPs A,C44S!4K $ (DtnG yy~~344}#CD1 !++V 41 :399T?:K;WXX34C   C'Dw OOr# rfft_fftpack irfft_fftpack)NrHNFN)N)rHNFN)NNNFN)NrHNF)(__doc__numpyr( functoolsrrhelperrrrrrrr rpartialr$__name__r%r+r.r/r2r3r4r:r=r@rArBrErFr<rMr6rNrPrQrRr#r"r\s!?"?.T" e$ @"@0d# #u%C"C8d# #u%99::<#<4t$ $&=#=. $%   4 ' G# GF $%   4 'P*  d3 & !!+u5 ( r#