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fastai/fastai
|
fastai/core.py
|
loadtxt_str
|
def loadtxt_str(path:PathOrStr)->np.ndarray:
"Return `ndarray` of `str` of lines of text from `path`."
with open(path, 'r') as f: lines = f.readlines()
return np.array([l.strip() for l in lines])
|
python
|
def loadtxt_str(path:PathOrStr)->np.ndarray:
"Return `ndarray` of `str` of lines of text from `path`."
with open(path, 'r') as f: lines = f.readlines()
return np.array([l.strip() for l in lines])
|
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Return `ndarray` of `str` of lines of text from `path`.
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L221-L224
|
train
|
Return ndarray of str of lines of text from path.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10110 + 0o33) + chr(51), 0o10), ehT0Px3KOsy9(chr(1522 - 1474) + chr(111) + chr(49) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(55) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2755 - 2644) + chr(0b1111 + 0o43) + chr(1073 - 1020) + chr(55), 0o10), ehT0Px3KOsy9(chr(2006 - 1958) + '\x6f' + chr(0b101001 + 0o11) + chr(49) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1186 - 1135) + chr(0b11011 + 0o26), 0o10), ehT0Px3KOsy9('\060' + chr(5757 - 5646) + chr(0b100010 + 0o20) + chr(0b110000) + chr(0b110011 + 0o1), 7393 - 7385), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(929 - 818) + '\063' + '\060' + chr(2457 - 2403), 47937 - 47929), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + '\062' + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(2021 - 1973) + '\157' + chr(50) + chr(0b1110 + 0o51) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10010 + 0o37) + chr(51) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + '\061' + chr(2007 - 1953) + chr(0b101010 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(141 - 92) + chr(0b110010) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10000 + 0o43) + '\067' + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b110010) + '\x35' + chr(0b1011 + 0o45), 51683 - 51675), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(0b110010) + chr(1315 - 1264) + chr(0b11 + 0o55), 43508 - 43500), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(50) + '\x30' + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + '\x33' + '\062' + '\061', 56855 - 56847), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b1 + 0o65) + '\x31', 13473 - 13465), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x34', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b11011 + 0o34) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(999 - 949) + chr(2315 - 2261) + '\065', 0o10), ehT0Px3KOsy9(chr(507 - 459) + '\x6f' + chr(0b100101 + 0o16) + chr(48) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1645 - 1534) + chr(2218 - 2167) + '\x31' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b100111 + 0o13) + '\067' + '\063', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x33' + chr(0b100011 + 0o15), 0o10), ehT0Px3KOsy9(chr(48) + chr(995 - 884) + '\x31' + chr(1568 - 1518) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(420 - 370) + chr(1577 - 1523) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(422 - 374) + chr(4097 - 3986) + chr(0b11 + 0o57) + chr(0b110010) + '\063', 1762 - 1754), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\065' + chr(51), 6423 - 6415), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + chr(50) + chr(0b10100 + 0o42) + '\x36', 31172 - 31164), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\066', 55009 - 55001), ehT0Px3KOsy9('\x30' + chr(2266 - 2155) + '\062' + chr(55) + chr(2770 - 2716), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(0b110101) + '\x31', 14631 - 14623), ehT0Px3KOsy9(chr(1689 - 1641) + '\157' + chr(0b110001) + chr(48), 42651 - 42643), ehT0Px3KOsy9(chr(2279 - 2231) + '\x6f' + chr(0b101 + 0o55) + '\064' + chr(50), 59693 - 59685), ehT0Px3KOsy9(chr(2122 - 2074) + chr(0b100010 + 0o115) + chr(0b11111 + 0o22) + '\061' + chr(2876 - 2822), 30768 - 30760), ehT0Px3KOsy9(chr(2180 - 2132) + chr(0b11101 + 0o122) + '\062' + chr(387 - 338), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + '\x32' + '\065' + chr(0b110000), 8), ehT0Px3KOsy9(chr(639 - 591) + chr(0b1101111) + '\061' + chr(54) + chr(0b110111 + 0o0), 6913 - 6905)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'%'), chr(3899 - 3799) + '\x65' + chr(9150 - 9051) + '\x6f' + chr(100) + '\x65')('\165' + chr(7730 - 7614) + '\146' + chr(1333 - 1288) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oVLq2WLu4tjG(EaCjyhZptSer) -> xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'eh\x19\xdd\xfax\xfd'), chr(0b10001 + 0o123) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(5095 - 4978) + chr(0b1100101 + 0o17) + chr(102) + chr(0b101101) + '\070')):
with _fwkIVCGgtAN(EaCjyhZptSer, xafqLlk3kkUe(SXOLrMavuUCe(b'y'), chr(100) + chr(0b1000001 + 0o44) + chr(0b1100011) + '\157' + chr(0b1010101 + 0o17) + chr(0b10001 + 0o124))(chr(9061 - 8944) + chr(0b101111 + 0o105) + chr(102) + '\055' + chr(0b100111 + 0o21))) as EGyt1xfPT1P6:
izUh4XSf7tJY = EGyt1xfPT1P6.readlines()
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'j~\n\xce\xf1'), chr(0b1100001 + 0o3) + chr(0b100100 + 0o101) + chr(0b110101 + 0o56) + chr(1739 - 1628) + '\144' + chr(101))(chr(0b1110101) + chr(2332 - 2216) + chr(0b1100110) + chr(0b101101) + chr(56)))([xafqLlk3kkUe(aLoH_Mt0dzwO, xafqLlk3kkUe(SXOLrMavuUCe(b'xx\n\xc6\xf8'), '\x64' + '\x65' + '\x63' + chr(0b111 + 0o150) + chr(0b11 + 0o141) + chr(0b1001010 + 0o33))(chr(8258 - 8141) + '\x74' + chr(0b1100110) + '\055' + chr(56)))() for aLoH_Mt0dzwO in izUh4XSf7tJY])
|
fastai/fastai
|
fastai/core.py
|
save_texts
|
def save_texts(fname:PathOrStr, texts:Collection[str]):
"Save in `fname` the content of `texts`."
with open(fname, 'w') as f:
for t in texts: f.write(f'{t}\n')
|
python
|
def save_texts(fname:PathOrStr, texts:Collection[str]):
"Save in `fname` the content of `texts`."
with open(fname, 'w') as f:
for t in texts: f.write(f'{t}\n')
|
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",",
"'w'",
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"f",
":",
"for",
"t",
"in",
"texts",
":",
"f",
".",
"write",
"(",
"f'{t}\\n'",
")"
] |
Save in `fname` the content of `texts`.
|
[
"Save",
"in",
"fname",
"the",
"content",
"of",
"texts",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L226-L229
|
train
|
Save in fname the content of texts.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b10001 + 0o44) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1059 - 1009) + chr(50) + '\x35', 59269 - 59261), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x33' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b110100) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + chr(48), 22373 - 22365), ehT0Px3KOsy9('\x30' + chr(2369 - 2258) + chr(0b1110 + 0o43) + chr(770 - 722) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(1612 - 1501) + chr(51) + '\x33' + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\064' + '\067', 14984 - 14976), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110100) + '\x35', 35774 - 35766), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b100 + 0o60) + chr(1977 - 1923), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(189 - 139) + chr(1280 - 1229) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + '\x32' + chr(48) + chr(0b110101 + 0o0), 11665 - 11657), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + chr(770 - 720) + chr(338 - 290) + '\x36', 0o10), ehT0Px3KOsy9(chr(1926 - 1878) + chr(0b1101111) + chr(0b10100 + 0o36) + '\x33' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110011) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 56200 - 56192), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b110100) + chr(52), 0b1000), ehT0Px3KOsy9(chr(2299 - 2251) + '\157' + chr(0b110011) + '\063' + '\060', 9560 - 9552), ehT0Px3KOsy9('\x30' + chr(7026 - 6915) + chr(1294 - 1244) + '\062' + chr(0b11010 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(50) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(49) + chr(0b10111 + 0o40) + chr(1427 - 1372), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x37' + chr(0b11101 + 0o25), 28360 - 28352), ehT0Px3KOsy9(chr(1315 - 1267) + chr(111) + '\062' + chr(358 - 305), 33908 - 33900), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b11100 + 0o33) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\062' + chr(2117 - 2065) + chr(0b0 + 0o60), 38228 - 38220), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + chr(1658 - 1608) + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9(chr(737 - 689) + chr(0b111111 + 0o60) + chr(50) + '\x35' + chr(0b10000 + 0o44), 48613 - 48605), ehT0Px3KOsy9(chr(0b110000) + chr(246 - 135) + chr(49) + chr(51) + chr(0b100010 + 0o17), 0o10), ehT0Px3KOsy9(chr(1230 - 1182) + chr(11870 - 11759) + '\067' + '\065', 27210 - 27202), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1535 - 1486) + chr(246 - 191) + chr(2279 - 2229), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b10001 + 0o40) + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(1842 - 1789) + chr(2197 - 2144), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\x32' + chr(51), 0o10), ehT0Px3KOsy9(chr(1268 - 1220) + chr(111) + chr(1289 - 1240) + '\x31' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(440 - 392) + chr(0b110110 + 0o71) + chr(0b110001 + 0o0) + chr(0b10110 + 0o40) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + chr(1771 - 1722) + chr(0b110010) + chr(0b1 + 0o63), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(0b101111 + 0o4) + chr(948 - 897) + chr(0b110110), 37959 - 37951), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(244 - 133) + '\063' + '\060' + chr(240 - 189), 21630 - 21622), ehT0Px3KOsy9(chr(1527 - 1479) + '\x6f' + '\067' + chr(2234 - 2182), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4'), '\x64' + chr(1507 - 1406) + '\143' + chr(1903 - 1792) + '\144' + chr(0b111011 + 0o52))(chr(0b10 + 0o163) + chr(0b1110100) + chr(102) + chr(149 - 104) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tZ82FFv_JcVV(t3WbF0Ae42Pu, qEEOZdZZaFyI):
with _fwkIVCGgtAN(t3WbF0Ae42Pu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d'), '\144' + '\145' + chr(0b1100011) + '\x6f' + chr(100) + '\x65')('\165' + '\164' + chr(7434 - 7332) + chr(0b101010 + 0o3) + '\070')) as EGyt1xfPT1P6:
for YeT3l7JgTbWR in qEEOZdZZaFyI:
xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xe7\xf0\x10f'), '\144' + chr(0b1000000 + 0o45) + chr(0b101010 + 0o71) + chr(0b1101111) + chr(0b1100100) + chr(7155 - 7054))('\165' + '\164' + '\x66' + chr(45) + '\x38'))(f'{YeT3l7JgTbWR}\n')
|
fastai/fastai
|
fastai/core.py
|
df_names_to_idx
|
def df_names_to_idx(names:IntsOrStrs, df:DataFrame):
"Return the column indexes of `names` in `df`."
if not is_listy(names): names = [names]
if isinstance(names[0], int): return names
return [df.columns.get_loc(c) for c in names]
|
python
|
def df_names_to_idx(names:IntsOrStrs, df:DataFrame):
"Return the column indexes of `names` in `df`."
if not is_listy(names): names = [names]
if isinstance(names[0], int): return names
return [df.columns.get_loc(c) for c in names]
|
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"[",
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"if",
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")",
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"return",
"names",
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"[",
"df",
".",
"columns",
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"get_loc",
"(",
"c",
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"for",
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"in",
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"]"
] |
Return the column indexes of `names` in `df`.
|
[
"Return",
"the",
"column",
"indexes",
"of",
"names",
"in",
"df",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L231-L235
|
train
|
Return the column indexes of names in df.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2051 - 2003) + chr(10592 - 10481) + '\x32' + chr(1435 - 1387), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(53) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5526 - 5415) + chr(49) + '\x36' + chr(2521 - 2466), 9574 - 9566), ehT0Px3KOsy9('\060' + chr(111) + chr(94 - 45) + chr(620 - 572) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2485 - 2434) + '\x30' + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100110 + 0o13) + chr(0b11111 + 0o24) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5182 - 5071) + chr(49) + '\x35' + chr(825 - 775), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11122 - 11011) + chr(0b10101 + 0o34) + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(2274 - 2226) + '\157' + chr(0b110001) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9(chr(791 - 743) + '\x6f' + chr(51) + chr(0b11000 + 0o32) + chr(1683 - 1632), 56122 - 56114), ehT0Px3KOsy9(chr(900 - 852) + chr(0b1001111 + 0o40) + '\061' + '\x34' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1663 - 1552) + chr(51) + '\x36' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3840 - 3729) + chr(54) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(50) + chr(0b11 + 0o63), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x36' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3822 - 3711) + '\061' + chr(0b101010 + 0o11) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(0b11110 + 0o25) + chr(0b110001) + chr(0b10001 + 0o37), 37083 - 37075), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(54) + chr(0b110000 + 0o7), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + chr(0b110010) + '\062' + chr(0b11000 + 0o33), 50132 - 50124), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(0b110001) + chr(0b100000 + 0o21) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10001 + 0o42) + chr(54) + '\062', 7082 - 7074), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1452 - 1403) + chr(0b100101 + 0o20), 0b1000), ehT0Px3KOsy9(chr(1023 - 975) + chr(111) + '\x33' + chr(48) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(2521 - 2468) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b11110 + 0o121) + '\063' + '\065' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110010) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(7944 - 7833) + '\x31' + chr(898 - 846) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(51) + chr(0b110100), 55502 - 55494), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + '\062' + chr(367 - 317) + chr(127 - 75), 48262 - 48254), ehT0Px3KOsy9(chr(2206 - 2158) + '\157' + '\063' + chr(2557 - 2502) + chr(2008 - 1958), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b110000 + 0o1) + chr(677 - 629) + '\x36', 42557 - 42549), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + chr(1714 - 1664) + '\x30', 8), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(51) + chr(0b110011) + chr(0b100100 + 0o17), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\067' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(4970 - 4859) + chr(0b101011 + 0o10) + chr(0b110010) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x32', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2417 - 2364) + chr(1761 - 1713), 64261 - 64253)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), '\x64' + chr(0b1001101 + 0o30) + chr(0b10 + 0o141) + '\x6f' + chr(0b110010 + 0o62) + chr(0b1100101))('\165' + chr(0b1011110 + 0o26) + chr(9244 - 9142) + chr(117 - 72) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HyVeU5ehl230(OcnR1hZ7pGdr, aVhM9WzaWXU5):
if not rOyHzRoSE7pv(OcnR1hZ7pGdr):
OcnR1hZ7pGdr = [OcnR1hZ7pGdr]
if PlSM16l2KDPD(OcnR1hZ7pGdr[ehT0Px3KOsy9('\x30' + chr(12180 - 12069) + chr(48), ord("\x08"))], ehT0Px3KOsy9):
return OcnR1hZ7pGdr
return [xafqLlk3kkUe(aVhM9WzaWXU5.columns, xafqLlk3kkUe(SXOLrMavuUCe(b'w\xf3\x1b(-\xae8'), chr(100) + chr(0b1100101) + chr(99) + '\157' + chr(2500 - 2400) + '\x65')(chr(1927 - 1810) + chr(0b1000111 + 0o55) + '\x66' + chr(1959 - 1914) + chr(0b111000)))(qzn1Ctg9WgNh) for qzn1Ctg9WgNh in OcnR1hZ7pGdr]
|
fastai/fastai
|
fastai/core.py
|
one_hot
|
def one_hot(x:Collection[int], c:int):
"One-hot encode `x` with `c` classes."
res = np.zeros((c,), np.float32)
res[listify(x)] = 1.
return res
|
python
|
def one_hot(x:Collection[int], c:int):
"One-hot encode `x` with `c` classes."
res = np.zeros((c,), np.float32)
res[listify(x)] = 1.
return res
|
[
"def",
"one_hot",
"(",
"x",
":",
"Collection",
"[",
"int",
"]",
",",
"c",
":",
"int",
")",
":",
"res",
"=",
"np",
".",
"zeros",
"(",
"(",
"c",
",",
")",
",",
"np",
".",
"float32",
")",
"res",
"[",
"listify",
"(",
"x",
")",
"]",
"=",
"1.",
"return",
"res"
] |
One-hot encode `x` with `c` classes.
|
[
"One",
"-",
"hot",
"encode",
"x",
"with",
"c",
"classes",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L237-L241
|
train
|
One - hot encode x with c classes.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(417 - 369) + '\x6f' + chr(2306 - 2255) + chr(0b10011 + 0o35) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(49) + chr(0b110101) + chr(1063 - 1011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9144 - 9033) + chr(52) + '\063', 0o10), ehT0Px3KOsy9(chr(465 - 417) + '\157' + chr(52) + chr(53), 0o10), ehT0Px3KOsy9(chr(1650 - 1602) + chr(0b1101111) + '\x35' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b110000), 16656 - 16648), ehT0Px3KOsy9(chr(885 - 837) + chr(0b11 + 0o154) + chr(52) + chr(0b10101 + 0o36), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b1111 + 0o44) + chr(1713 - 1662) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + chr(0b110010) + chr(52) + chr(0b110100 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(76 - 27) + chr(0b110000) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1751 - 1703) + chr(2896 - 2785) + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1130 - 1082) + chr(111) + '\063' + '\061' + chr(1553 - 1504), 57270 - 57262), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\063' + chr(0b1100 + 0o44) + '\064', 63205 - 63197), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x32' + chr(0b1010 + 0o50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\x31' + chr(231 - 182), 0o10), ehT0Px3KOsy9(chr(1742 - 1694) + chr(465 - 354) + '\063' + chr(0b110001) + chr(0b10110 + 0o41), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(54) + chr(0b100000 + 0o24), 21924 - 21916), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(0b110111) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(6683 - 6572) + chr(0b110001) + '\x36' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + '\062' + '\062' + chr(0b101001 + 0o16), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(50) + chr(52) + '\067', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o30) + chr(0b110111) + chr(2338 - 2283), 55830 - 55822), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(51) + '\x32' + chr(0b110000 + 0o2), 35972 - 35964), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(51) + '\064' + chr(1528 - 1479), 20276 - 20268), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(0b1100 + 0o45) + chr(0b110011), 15592 - 15584), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(0b110001) + '\066' + chr(0b100100 + 0o16), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111000 + 0o67) + chr(1282 - 1232) + chr(1910 - 1859), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100000 + 0o23) + chr(1463 - 1410) + chr(0b11101 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\x32' + '\x35', 0b1000), ehT0Px3KOsy9(chr(730 - 682) + chr(0b1101111) + '\062' + chr(53) + chr(1247 - 1196), 62734 - 62726), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b110011 + 0o74) + '\062' + '\x35', 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(2746 - 2635) + chr(50) + chr(48) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + '\062' + chr(0b11001 + 0o32) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(1092 - 1043) + chr(51), 8), ehT0Px3KOsy9(chr(1913 - 1865) + '\x6f' + chr(194 - 145) + chr(2461 - 2409) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b111 + 0o52) + '\066' + chr(1986 - 1936), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\062' + chr(1995 - 1945), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1771 - 1720) + chr(2338 - 2288) + chr(282 - 233), 0o10), ehT0Px3KOsy9(chr(1504 - 1456) + chr(111) + chr(0b110001) + '\x30' + chr(0b110010), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(361 - 313) + chr(7347 - 7236) + '\065' + chr(68 - 20), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9'), '\144' + '\x65' + chr(1999 - 1900) + chr(0b1101111) + '\x64' + '\145')(chr(0b1110101) + chr(0b1110 + 0o146) + chr(102) + chr(780 - 735) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Hq3fv4Yp0EhD(OeWW0F1dBPRQ, qzn1Ctg9WgNh):
MsbwfslwLjRO = WqUC3KWvYVup.zeros((qzn1Ctg9WgNh,), WqUC3KWvYVup.float32)
MsbwfslwLjRO[XFSR0qhtb0bq(OeWW0F1dBPRQ)] = 1.0
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/core.py
|
index_row
|
def index_row(a:Union[Collection,pd.DataFrame,pd.Series], idxs:Collection[int])->Any:
"Return the slice of `a` corresponding to `idxs`."
if a is None: return a
if isinstance(a,(pd.DataFrame,pd.Series)):
res = a.iloc[idxs]
if isinstance(res,(pd.DataFrame,pd.Series)): return res.copy()
return res
return a[idxs]
|
python
|
def index_row(a:Union[Collection,pd.DataFrame,pd.Series], idxs:Collection[int])->Any:
"Return the slice of `a` corresponding to `idxs`."
if a is None: return a
if isinstance(a,(pd.DataFrame,pd.Series)):
res = a.iloc[idxs]
if isinstance(res,(pd.DataFrame,pd.Series)): return res.copy()
return res
return a[idxs]
|
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] |
Return the slice of `a` corresponding to `idxs`.
|
[
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L243-L250
|
train
|
Return the slice of a corresponding to idxs.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(308 - 258) + chr(2715 - 2660) + '\063', 28246 - 28238), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b110111) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + chr(51) + '\062' + chr(51), 59695 - 59687), ehT0Px3KOsy9(chr(1439 - 1391) + chr(4710 - 4599) + '\x31' + '\x35' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(376 - 324) + chr(0b110111), 21766 - 21758), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o27) + chr(0b110010) + '\065', 53546 - 53538), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110101) + chr(0b10001 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + '\x31' + chr(50) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1841 - 1793) + '\157' + '\061' + '\x30' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(5053 - 4942) + chr(49) + '\060' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(378 - 329) + '\x35' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4175 - 4064) + '\067' + chr(0b101001 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + '\x33' + '\x34' + chr(0b110010), 22713 - 22705), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x30' + chr(0b100 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(50) + chr(1808 - 1759) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(201 - 151) + '\064' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(490 - 442) + '\x6f' + chr(0b0 + 0o61) + '\x31' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8771 - 8660) + chr(2420 - 2369) + '\x33' + chr(0b11100 + 0o26), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b100010 + 0o25) + '\x35', 10956 - 10948), ehT0Px3KOsy9(chr(398 - 350) + chr(6151 - 6040) + '\063' + chr(624 - 573) + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10001 + 0o42) + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3482 - 3371) + chr(0b110010) + chr(683 - 631), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(2598 - 2544) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8551 - 8440) + chr(49) + chr(51) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x37' + '\063', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2261 - 2208) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b100100 + 0o15) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o3) + '\x35' + chr(0b101010 + 0o15), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x33' + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o57) + chr(0b110001) + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(2153 - 2105) + '\157' + chr(0b101010 + 0o11) + '\065' + '\060', 16897 - 16889), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110010) + chr(0b0 + 0o66) + chr(632 - 583), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(49) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + '\x34' + '\x37', 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1010110 + 0o31) + chr(0b110001 + 0o2) + chr(55) + chr(0b110111), 48838 - 48830), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1111 + 0o42) + chr(0b10100 + 0o36) + chr(603 - 554), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x95'), chr(100) + chr(4177 - 4076) + chr(0b1100011) + chr(2444 - 2333) + chr(0b10111 + 0o115) + chr(0b100110 + 0o77))(chr(117) + '\x74' + chr(0b10100 + 0o122) + chr(0b1101 + 0o40) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fsvlWYZSX3Kr(XPh1qbAgrPgG, dTunTo9fe3fI) -> R71nhlWr3XQi:
if XPh1qbAgrPgG is None:
return XPh1qbAgrPgG
if PlSM16l2KDPD(XPh1qbAgrPgG, (xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\xdb\xa7\x0eav\xf4\x820'), chr(0b111111 + 0o45) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + '\x38')), xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8\xdf\xa1\x06Bw'), chr(1081 - 981) + '\145' + '\x63' + chr(111) + chr(1453 - 1353) + '\x65')(chr(0b1001110 + 0o47) + chr(10421 - 10305) + '\x66' + chr(0b100110 + 0o7) + chr(3058 - 3002))))):
MsbwfslwLjRO = XPh1qbAgrPgG.j91vOdIHACRC[dTunTo9fe3fI]
if PlSM16l2KDPD(MsbwfslwLjRO, (xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\xdb\xa7\x0eav\xf4\x820'), '\144' + '\x65' + '\x63' + chr(0b1101111) + '\144' + chr(8118 - 8017))('\x75' + chr(0b110010 + 0o102) + '\x66' + chr(0b101101) + chr(0b10001 + 0o47))), xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8\xdf\xa1\x06Bw'), chr(567 - 467) + chr(0b1100101) + chr(0b1000000 + 0o43) + chr(0b1101111) + '\x64' + chr(0b111000 + 0o55))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(56))))):
return xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\xdd\x87\x07oW\xa1\x85"\x117\x0f'), chr(0b11 + 0o141) + chr(10082 - 9981) + chr(2610 - 2511) + chr(0b1101111) + chr(7677 - 7577) + '\145')(chr(0b1110101) + '\164' + chr(0b11100 + 0o112) + chr(0b101101) + '\070'))()
return MsbwfslwLjRO
return XPh1qbAgrPgG[dTunTo9fe3fI]
|
fastai/fastai
|
fastai/core.py
|
func_args
|
def func_args(func)->bool:
"Return the arguments of `func`."
code = func.__code__
return code.co_varnames[:code.co_argcount]
|
python
|
def func_args(func)->bool:
"Return the arguments of `func`."
code = func.__code__
return code.co_varnames[:code.co_argcount]
|
[
"def",
"func_args",
"(",
"func",
")",
"->",
"bool",
":",
"code",
"=",
"func",
".",
"__code__",
"return",
"code",
".",
"co_varnames",
"[",
":",
"code",
".",
"co_argcount",
"]"
] |
Return the arguments of `func`.
|
[
"Return",
"the",
"arguments",
"of",
"func",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L252-L255
|
train
|
Return the arguments of func.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(0b110001) + '\x31' + chr(378 - 328), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1337 - 1288) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1552 - 1504) + chr(0b1101111) + chr(0b1010 + 0o50) + chr(0b110111) + chr(0b11000 + 0o34), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b10100 + 0o41), 385 - 377), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\061' + '\x31' + chr(1385 - 1333), 64643 - 64635), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(70 - 21), 0b1000), ehT0Px3KOsy9(chr(1978 - 1930) + chr(0b1010010 + 0o35) + chr(0b110001) + chr(55) + chr(0b110001), 51408 - 51400), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(51) + chr(0b110101) + chr(0b10001 + 0o40), 0b1000), ehT0Px3KOsy9('\060' + chr(10987 - 10876) + chr(0b110011) + chr(51) + chr(0b101101 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\x33' + chr(547 - 493) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\063' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(2837 - 2783) + chr(0b100 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11011 + 0o30) + chr(51) + '\065', 25044 - 25036), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110000) + chr(0b110000), 43723 - 43715), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(52) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(2152 - 2099), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b11 + 0o61) + chr(727 - 679), 0o10), ehT0Px3KOsy9(chr(245 - 197) + '\157' + '\063' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(3861 - 3750) + chr(0b1111 + 0o42) + '\061' + chr(50), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2189 - 2140) + chr(1882 - 1833) + chr(1958 - 1907), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\065' + '\063', 43724 - 43716), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(1327 - 1277), 40002 - 39994), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110100) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1628 - 1580) + '\x6f' + chr(0b1101 + 0o44) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1182 - 1134) + chr(0b1101111) + '\x31' + chr(51) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + '\x36', 0o10), ehT0Px3KOsy9(chr(1247 - 1199) + chr(0b1101111) + chr(1984 - 1931) + chr(2596 - 2543), ord("\x08")), ehT0Px3KOsy9(chr(1862 - 1814) + chr(0b110101 + 0o72) + chr(0b110101) + chr(0b101101 + 0o11), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100000 + 0o22) + chr(0b110000) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1010 + 0o50) + '\x30' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8311 - 8200) + chr(53) + chr(2500 - 2445), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b11 + 0o62) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1000 + 0o51) + chr(0b110010) + chr(0b110000 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(2665 - 2612) + chr(2470 - 2416), 8), ehT0Px3KOsy9(chr(154 - 106) + '\x6f' + '\062' + chr(53) + '\x33', 29569 - 29561), ehT0Px3KOsy9(chr(48) + chr(9306 - 9195) + chr(50) + '\060' + chr(1944 - 1894), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x32' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110111) + chr(0b1111 + 0o46), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1071 - 1021) + chr(0b1101 + 0o51) + chr(0b1 + 0o64), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(131 - 83) + chr(0b0 + 0o157) + chr(0b101 + 0o60) + chr(925 - 877), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'd'), '\144' + chr(101) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1000110 + 0o37))(chr(0b1110101) + chr(0b101111 + 0o105) + '\146' + chr(45) + chr(1735 - 1679)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ImCZKrTr2uRJ(EzOtJ3kbK5x4) -> WbBjf8Y7v9VN:
ZWRNGxZ3R69y = EzOtJ3kbK5x4.Z4eKz4wFO8LD
return xafqLlk3kkUe(ZWRNGxZ3R69y, xafqLlk3kkUe(SXOLrMavuUCe(b')bp\xcat>o\x18\x84\xbc\x86'), chr(100) + chr(0b1010001 + 0o24) + chr(0b1100011) + '\157' + chr(0b1100100) + '\x65')(chr(117) + chr(116) + '\x66' + '\055' + chr(0b111000)))[:xafqLlk3kkUe(ZWRNGxZ3R69y, xafqLlk3kkUe(SXOLrMavuUCe(b')bp\xddg+b\x16\x9c\xb7\x81'), chr(9962 - 9862) + chr(101) + chr(2851 - 2752) + '\x6f' + chr(8728 - 8628) + '\145')(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(56)))]
|
fastai/fastai
|
fastai/core.py
|
split_kwargs_by_func
|
def split_kwargs_by_func(kwargs, func):
"Split `kwargs` between those expected by `func` and the others."
args = func_args(func)
func_kwargs = {a:kwargs.pop(a) for a in args if a in kwargs}
return func_kwargs, kwargs
|
python
|
def split_kwargs_by_func(kwargs, func):
"Split `kwargs` between those expected by `func` and the others."
args = func_args(func)
func_kwargs = {a:kwargs.pop(a) for a in args if a in kwargs}
return func_kwargs, kwargs
|
[
"def",
"split_kwargs_by_func",
"(",
"kwargs",
",",
"func",
")",
":",
"args",
"=",
"func_args",
"(",
"func",
")",
"func_kwargs",
"=",
"{",
"a",
":",
"kwargs",
".",
"pop",
"(",
"a",
")",
"for",
"a",
"in",
"args",
"if",
"a",
"in",
"kwargs",
"}",
"return",
"func_kwargs",
",",
"kwargs"
] |
Split `kwargs` between those expected by `func` and the others.
|
[
"Split",
"kwargs",
"between",
"those",
"expected",
"by",
"func",
"and",
"the",
"others",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L261-L265
|
train
|
Split kwargs between those expected by func and the others.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\061' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x32' + chr(1098 - 1048), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2599 - 2488) + '\063' + '\x34' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010 + 0o1) + '\x35', 58796 - 58788), ehT0Px3KOsy9(chr(48) + chr(10875 - 10764) + '\062' + chr(0b110110) + chr(389 - 341), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x31' + chr(0b11111 + 0o26), 25832 - 25824), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o45) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b10110 + 0o41) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + chr(416 - 366) + chr(51) + chr(298 - 250), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b110010 + 0o75) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\x36' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + '\061' + '\064' + '\065', 12310 - 12302), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2550 - 2499) + '\x32' + '\x31', 47113 - 47105), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(0b110011) + chr(2755 - 2702) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o57) + chr(0b111 + 0o52) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(53) + chr(1764 - 1713), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b101011 + 0o12) + chr(0b110 + 0o55), 779 - 771), ehT0Px3KOsy9(chr(1397 - 1349) + chr(111) + chr(1606 - 1554) + chr(49), 0b1000), ehT0Px3KOsy9(chr(238 - 190) + chr(0b1101111) + chr(0b110010) + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(50) + chr(0b1101 + 0o47), 63938 - 63930), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(54) + '\064', 64242 - 64234), ehT0Px3KOsy9(chr(0b110000) + chr(2530 - 2419) + chr(0b110011) + chr(1240 - 1192) + chr(0b100001 + 0o22), 40214 - 40206), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2476 - 2426) + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(0b110011) + chr(0b110111) + chr(839 - 790), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110101 + 0o0) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(1786 - 1735) + '\064' + chr(962 - 909), 0o10), ehT0Px3KOsy9('\x30' + chr(6703 - 6592) + '\x37' + chr(48), 43649 - 43641), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(54) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(217 - 168) + chr(2210 - 2160), 9221 - 9213), ehT0Px3KOsy9('\060' + chr(2853 - 2742) + '\061' + chr(1279 - 1228), ord("\x08")), ehT0Px3KOsy9(chr(545 - 497) + '\157' + chr(0b110110) + chr(1188 - 1137), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(699 - 649) + chr(824 - 776) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11101 + 0o122) + chr(2165 - 2115) + chr(2000 - 1951), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + '\063' + chr(0b101110 + 0o6) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9023 - 8912) + '\062' + '\x36' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11100 + 0o25) + '\x33' + chr(1053 - 1000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(179 - 68) + chr(0b101011 + 0o7) + chr(0b100101 + 0o13) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110101) + chr(51), 8), ehT0Px3KOsy9(chr(1916 - 1868) + '\157' + '\x32' + chr(0b11011 + 0o26) + chr(1554 - 1506), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(818 - 765) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'`'), chr(0b1011011 + 0o11) + chr(5392 - 5291) + chr(0b101110 + 0o65) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CatkZeWHhXzg(M8EIoTs2GJXE, EzOtJ3kbK5x4):
kJDRfRhcZHjS = ImCZKrTr2uRJ(EzOtJ3kbK5x4)
uTGFYLBL1py8 = {XPh1qbAgrPgG: M8EIoTs2GJXE.pop(XPh1qbAgrPgG) for XPh1qbAgrPgG in kJDRfRhcZHjS if XPh1qbAgrPgG in M8EIoTs2GJXE}
return (uTGFYLBL1py8, M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/core.py
|
array
|
def array(a, dtype:type=None, **kwargs)->np.ndarray:
"Same as `np.array` but also handles generators. `kwargs` are passed to `np.array` with `dtype`."
if not isinstance(a, collections.Sized) and not getattr(a,'__array_interface__',False):
a = list(a)
if np.int_==np.int32 and dtype is None and is_listy(a) and len(a) and isinstance(a[0],int):
dtype=np.int64
return np.array(a, dtype=dtype, **kwargs)
|
python
|
def array(a, dtype:type=None, **kwargs)->np.ndarray:
"Same as `np.array` but also handles generators. `kwargs` are passed to `np.array` with `dtype`."
if not isinstance(a, collections.Sized) and not getattr(a,'__array_interface__',False):
a = list(a)
if np.int_==np.int32 and dtype is None and is_listy(a) and len(a) and isinstance(a[0],int):
dtype=np.int64
return np.array(a, dtype=dtype, **kwargs)
|
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",",
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",",
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] |
Same as `np.array` but also handles generators. `kwargs` are passed to `np.array` with `dtype`.
|
[
"Same",
"as",
"np",
".",
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"but",
"also",
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"dtype",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L267-L273
|
train
|
Same as np. array but also handles generators. kwargs are passed to np. array with dtype.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(352 - 304) + chr(8041 - 7930) + '\062' + '\063', 27889 - 27881), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(2881 - 2770) + chr(0b110010) + chr(0b10100 + 0o42) + chr(0b110011 + 0o2), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b110011) + chr(77 - 27) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1478 - 1430) + '\x6f' + chr(0b110010) + chr(837 - 786) + chr(53), 0b1000), ehT0Px3KOsy9(chr(2185 - 2137) + '\157' + '\x33' + chr(0b110101), 9403 - 9395), ehT0Px3KOsy9(chr(349 - 301) + '\157' + '\067' + '\x35', 16469 - 16461), ehT0Px3KOsy9(chr(483 - 435) + chr(3678 - 3567) + '\063' + chr(52) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1248 - 1198) + '\x37' + chr(1497 - 1446), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(49) + '\x30' + chr(0b110001 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(3215 - 3104) + chr(49) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1873 - 1818) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\065', 8), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(0b1011 + 0o50) + chr(1454 - 1402) + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o60) + chr(0b101011 + 0o14) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(49) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(10217 - 10106) + '\062' + '\x30' + '\x35', 43475 - 43467), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(0b101110 + 0o3) + chr(0b110000) + chr(2240 - 2188), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b101 + 0o55) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(278 - 228) + chr(0b11111 + 0o23) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1089 - 1039) + chr(0b100 + 0o60) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1946 - 1898) + '\x6f' + '\x31' + '\062' + chr(1571 - 1519), 57827 - 57819), ehT0Px3KOsy9(chr(1806 - 1758) + '\157' + '\063' + '\062' + chr(0b110001), 58725 - 58717), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(55) + chr(0b10100 + 0o40), 62371 - 62363), ehT0Px3KOsy9(chr(1649 - 1601) + '\157' + chr(0b101010 + 0o10) + '\064' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11029 - 10918) + '\x31', 40902 - 40894), ehT0Px3KOsy9(chr(2009 - 1961) + chr(3744 - 3633) + '\062' + chr(0b1 + 0o62) + chr(1032 - 979), 8), ehT0Px3KOsy9(chr(1197 - 1149) + '\x6f' + chr(102 - 51) + '\064', 26588 - 26580), ehT0Px3KOsy9(chr(965 - 917) + '\157' + '\x32' + chr(49) + '\x36', 34275 - 34267), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(49) + chr(0b11101 + 0o31) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + chr(0b101100 + 0o7) + '\065' + chr(51), 55546 - 55538), ehT0Px3KOsy9('\060' + chr(111) + chr(2078 - 2027) + '\061' + chr(0b1001 + 0o50), 48948 - 48940), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(53) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x32' + chr(281 - 231) + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100100 + 0o16) + '\060' + chr(0b1010 + 0o55), 0b1000), ehT0Px3KOsy9(chr(1784 - 1736) + chr(0b10 + 0o155) + chr(49) + '\x31' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10646 - 10535) + chr(50) + chr(0b110011) + chr(54), 42901 - 42893), ehT0Px3KOsy9('\060' + '\157' + chr(0b1110 + 0o44) + chr(0b100000 + 0o22) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + '\061' + chr(2392 - 2339) + chr(48), 0o10), ehT0Px3KOsy9(chr(840 - 792) + chr(0b1101111) + '\x32' + chr(48) + chr(49), 38983 - 38975), ehT0Px3KOsy9(chr(595 - 547) + chr(111) + chr(1018 - 964) + '\063', 20531 - 20523)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(10755 - 10644) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'='), chr(7266 - 7166) + '\x65' + chr(9563 - 9464) + chr(7706 - 7595) + '\x64' + chr(7419 - 7318))('\165' + chr(1923 - 1807) + '\x66' + chr(1767 - 1722) + chr(2336 - 2280)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def B0ePDhpqxN5n(XPh1qbAgrPgG, jSV9IKnemH7K=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'}\xd1\xb5\xefo\\\x9b'), '\144' + chr(0b1100101) + chr(0b10101 + 0o116) + '\x6f' + chr(100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070')):
if not PlSM16l2KDPD(XPh1qbAgrPgG, xafqLlk3kkUe(FGhnnwoh1Dd8, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xdc\xae\xf8y'), '\144' + chr(0b1100101) + chr(1826 - 1727) + chr(0b1101111) + chr(0b1100100) + chr(0b11111 + 0o106))(chr(0b1110101) + chr(116) + '\146' + '\055' + '\x38'))) and (not xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xea\xb5\xefo\\\x9b\xe4/aMx\x91\x1a\xaa\xe6!\x88\xc9'), chr(0b1100100) + '\145' + chr(99) + chr(111) + chr(0b110000 + 0o64) + chr(0b101111 + 0o66))('\x75' + chr(0b1110100) + chr(102) + chr(0b11111 + 0o16) + '\070'), ehT0Px3KOsy9(chr(0b110000) + chr(11343 - 11232) + chr(0b110 + 0o52), 24215 - 24207))):
XPh1qbAgrPgG = YyaZ4tpXu4lf(XPh1qbAgrPgG)
if xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xdb\xa0\xc2'), chr(2976 - 2876) + '\145' + chr(5725 - 5626) + chr(5419 - 5308) + chr(0b1100100) + '\145')(chr(117) + chr(9612 - 9496) + chr(2859 - 2757) + chr(45) + chr(0b1100 + 0o54))) == xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xdb\xa0\xae/'), chr(0b1100100) + chr(101) + chr(1789 - 1690) + '\x6f' + '\144' + '\x65')('\x75' + chr(0b1110100) + '\146' + '\055' + '\x38')) and jSV9IKnemH7K is None and rOyHzRoSE7pv(XPh1qbAgrPgG) and c2A0yzQpDQB3(XPh1qbAgrPgG) and PlSM16l2KDPD(XPh1qbAgrPgG[ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101011 + 0o5), 8)], ehT0Px3KOsy9):
jSV9IKnemH7K = WqUC3KWvYVup.int64
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xc7\xa6\xfcd'), chr(0b1001010 + 0o32) + chr(2863 - 2762) + '\x63' + '\x6f' + chr(0b1100100) + chr(9245 - 9144))(chr(6725 - 6608) + chr(116) + chr(0b111111 + 0o47) + chr(0b101101) + chr(293 - 237)))(XPh1qbAgrPgG, dtype=jSV9IKnemH7K, **M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/core.py
|
text2html_table
|
def text2html_table(items:Collection[Collection[str]])->str:
"Put the texts in `items` in an HTML table, `widths` are the widths of the columns in %."
html_code = f"""<table border="1" class="dataframe">"""
html_code += f""" <thead>\n <tr style="text-align: right;">\n"""
for i in items[0]: html_code += f" <th>{_treat_html(i)}</th>"
html_code += f" </tr>\n </thead>\n <tbody>"
html_code += " <tbody>"
for line in items[1:]:
html_code += " <tr>"
for i in line: html_code += f" <td>{_treat_html(i)}</td>"
html_code += " </tr>"
html_code += " </tbody>\n</table>"
return html_code
|
python
|
def text2html_table(items:Collection[Collection[str]])->str:
"Put the texts in `items` in an HTML table, `widths` are the widths of the columns in %."
html_code = f"""<table border="1" class="dataframe">"""
html_code += f""" <thead>\n <tr style="text-align: right;">\n"""
for i in items[0]: html_code += f" <th>{_treat_html(i)}</th>"
html_code += f" </tr>\n </thead>\n <tbody>"
html_code += " <tbody>"
for line in items[1:]:
html_code += " <tr>"
for i in line: html_code += f" <td>{_treat_html(i)}</td>"
html_code += " </tr>"
html_code += " </tbody>\n</table>"
return html_code
|
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"html_code",
"+=",
"\" </tbody>\\n</table>\"",
"return",
"html_code"
] |
Put the texts in `items` in an HTML table, `widths` are the widths of the columns in %.
|
[
"Put",
"the",
"texts",
"in",
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"in",
"an",
"HTML",
"table",
"widths",
"are",
"the",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L306-L318
|
train
|
Put the texts in items in an HTML table widths are the widths of the columns in %.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110 + 0o57) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(55) + chr(2319 - 2268), 29022 - 29014), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + '\x36' + '\x30', 0b1000), ehT0Px3KOsy9(chr(550 - 502) + chr(0b1001000 + 0o47) + chr(0b110011) + chr(0b110110) + '\063', 46596 - 46588), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b11000 + 0o31) + '\x33' + chr(0b110001 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(2335 - 2280) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(1035 - 984) + chr(53), 63597 - 63589), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b110111) + chr(0b10011 + 0o40), 0o10), ehT0Px3KOsy9(chr(1447 - 1399) + '\157' + '\062' + chr(0b101001 + 0o13) + chr(2012 - 1963), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b11111 + 0o25) + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110) + '\x33', 18730 - 18722), ehT0Px3KOsy9(chr(48) + chr(2232 - 2121) + chr(51) + '\x34' + chr(52), 20164 - 20156), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b100010 + 0o115) + chr(0b1110 + 0o45) + '\062' + '\060', 11194 - 11186), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(51) + chr(0b100110 + 0o15) + chr(1137 - 1088), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(524 - 476) + chr(0b1010 + 0o145) + chr(49) + chr(0b110110) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(49) + chr(53) + chr(2075 - 2022), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110011) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10011 + 0o40) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110011 + 0o0) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7811 - 7700) + '\x31' + chr(50) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(0b101111 + 0o2) + chr(1342 - 1290) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10110 + 0o34) + chr(0b1100 + 0o47) + chr(1790 - 1736), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101000 + 0o15) + chr(2060 - 2010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + '\061' + chr(1824 - 1769), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(1319 - 1266) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x34' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(54) + chr(55), 8), ehT0Px3KOsy9(chr(48) + chr(9350 - 9239) + chr(0b100 + 0o62) + chr(0b100100 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + '\063' + '\x31' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110) + chr(2303 - 2255), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o11) + chr(0b1 + 0o63) + chr(1870 - 1818), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b11000 + 0o127) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b1100 + 0o51) + chr(54), 40307 - 40299), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(50) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(49) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + '\067', 41385 - 41377), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + '\062' + '\063' + chr(0b101110 + 0o2), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b100011 + 0o114) + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x85'), chr(100) + '\145' + chr(0b101111 + 0o64) + chr(0b1100011 + 0o14) + chr(100) + chr(101))(chr(0b1000010 + 0o63) + chr(10356 - 10240) + chr(6400 - 6298) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VpxGGlYwx0Qg(NzveIZ3IlSH9) -> M8_cKLkHVB2V:
q3ISHCWbDOHs = fchr(60) + chr(116) + chr(5573 - 5476) + chr(5483 - 5385) + chr(0b1101100) + chr(101) + chr(0b100000) + chr(0b10000 + 0o122) + chr(0b1101111) + chr(0b100010 + 0o120) + chr(100) + chr(0b1100101) + chr(0b1010011 + 0o37) + chr(0b111101) + chr(34) + chr(0b10101 + 0o34) + chr(0b110 + 0o34) + chr(0b10110 + 0o12) + chr(99) + chr(108) + chr(0b10000 + 0o121) + chr(0b111 + 0o154) + chr(2101 - 1986) + chr(1608 - 1547) + chr(615 - 581) + chr(0b1100100) + chr(0b1100001) + chr(116) + chr(0b11001 + 0o110) + chr(0b1100110) + chr(0b1110010) + chr(0b1100001) + chr(0b1101101) + chr(0b111000 + 0o55) + chr(136 - 102) + chr(62)
q3ISHCWbDOHs += fchr(406 - 374) + chr(0b1011 + 0o25) + chr(1642 - 1582) + chr(0b1110100) + chr(5409 - 5305) + chr(0b1100001 + 0o4) + chr(0b10001 + 0o120) + chr(0b1100100) + chr(0b111101 + 0o1) + chr(0b0 + 0o12) + chr(0b1100 + 0o24) + chr(850 - 818) + chr(32) + chr(0b1010 + 0o26) + chr(60) + chr(3130 - 3014) + chr(114) + chr(32) + chr(12828 - 12713) + chr(3757 - 3641) + chr(3092 - 2971) + chr(0b1100000 + 0o14) + chr(9165 - 9064) + chr(61) + chr(897 - 863) + chr(0b1110100) + chr(0b1100101) + chr(0b1111000) + chr(116) + chr(0b101 + 0o50) + chr(0b1010000 + 0o21) + chr(0b1100010 + 0o12) + chr(0b1011001 + 0o20) + chr(103) + chr(0b101010 + 0o104) + chr(0b11111 + 0o33) + chr(0b11001 + 0o7) + chr(0b1110010) + chr(0b1101001) + chr(0b1100001 + 0o6) + chr(4121 - 4017) + chr(0b1110100) + chr(1226 - 1167) + chr(34) + chr(1745 - 1683) + chr(10)
for WVxHKyX45z_L in NzveIZ3IlSH9[ehT0Px3KOsy9(chr(416 - 368) + chr(1305 - 1194) + chr(48), 8)]:
q3ISHCWbDOHs += f' <th>{PxlMuyF4MoNl(WVxHKyX45z_L)}</th>'
q3ISHCWbDOHs += fchr(614 - 582) + chr(337 - 305) + chr(115 - 83) + chr(0b100000) + chr(60) + chr(0b1110 + 0o41) + chr(6288 - 6172) + chr(0b1100010 + 0o20) + chr(0b111110) + chr(10) + chr(32) + chr(0b100000) + chr(0b111100) + chr(1675 - 1628) + chr(0b1110100) + chr(0b1101000) + chr(0b1100101) + chr(0b1100001) + chr(0b1100100) + chr(62) + chr(0b1010) + chr(471 - 439) + chr(151 - 119) + chr(2869 - 2809) + chr(0b1110100) + chr(0b1100010) + chr(111) + chr(6437 - 6337) + chr(0b1111001) + chr(0b101101 + 0o21)
q3ISHCWbDOHs += xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xdb\x0c\x87<\xd6\xf9\xc2\x9f'), chr(100) + chr(101) + '\143' + '\x6f' + chr(100) + '\145')(chr(0b1110101) + chr(7679 - 7563) + '\146' + chr(0b101101) + chr(303 - 247))
for LycYkDpyelF6 in NzveIZ3IlSH9[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 0b1000):]:
q3ISHCWbDOHs += xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xdb\x10\xd3b\xcd\xef\x85'), '\x64' + '\x65' + chr(0b1010110 + 0o15) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + chr(116) + '\x66' + chr(45) + chr(2397 - 2341))
for WVxHKyX45z_L in LycYkDpyelF6:
q3ISHCWbDOHs += f' <td>{PxlMuyF4MoNl(WVxHKyX45z_L)}</td>'
q3ISHCWbDOHs += xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xdb\x10\xd3b\x96\xe9\xc9\x9f'), chr(100) + '\x65' + '\143' + chr(111) + chr(4721 - 4621) + '\145')('\x75' + chr(116) + chr(102) + chr(0b101101) + '\070')
q3ISHCWbDOHs += xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xdb\x0c\xdc*\xdb\xf2\xdf\xd8\x9f9\xd8\xff\xad\x10\x15\x01\xbf\xc2'), chr(100) + '\x65' + chr(7661 - 7562) + chr(0b111111 + 0o60) + chr(0b1100011 + 0o1) + chr(0b1011111 + 0o6))(chr(0b110001 + 0o104) + chr(116) + chr(0b1100110) + chr(0b10100 + 0o31) + '\x38')
return q3ISHCWbDOHs
|
fastai/fastai
|
fastai/core.py
|
parallel
|
def parallel(func, arr:Collection, max_workers:int=None):
"Call `func` on every element of `arr` in parallel using `max_workers`."
max_workers = ifnone(max_workers, defaults.cpus)
if max_workers<2: results = [func(o,i) for i,o in progress_bar(enumerate(arr), total=len(arr))]
else:
with ProcessPoolExecutor(max_workers=max_workers) as ex:
futures = [ex.submit(func,o,i) for i,o in enumerate(arr)]
results = []
for f in progress_bar(concurrent.futures.as_completed(futures), total=len(arr)): results.append(f.result())
if any([o is not None for o in results]): return results
|
python
|
def parallel(func, arr:Collection, max_workers:int=None):
"Call `func` on every element of `arr` in parallel using `max_workers`."
max_workers = ifnone(max_workers, defaults.cpus)
if max_workers<2: results = [func(o,i) for i,o in progress_bar(enumerate(arr), total=len(arr))]
else:
with ProcessPoolExecutor(max_workers=max_workers) as ex:
futures = [ex.submit(func,o,i) for i,o in enumerate(arr)]
results = []
for f in progress_bar(concurrent.futures.as_completed(futures), total=len(arr)): results.append(f.result())
if any([o is not None for o in results]): return results
|
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] |
Call `func` on every element of `arr` in parallel using `max_workers`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L320-L329
|
train
|
Call func on every element of arr in parallel using max_workers.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(48) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110001), 58452 - 58444), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\062' + chr(54) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b11 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + '\x32' + chr(2035 - 1982) + chr(243 - 192), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4220 - 4109) + chr(383 - 332) + chr(93 - 45) + chr(0b101100 + 0o7), 46112 - 46104), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b10000 + 0o40) + '\x37', 53931 - 53923), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1791 - 1740) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + chr(1179 - 1128) + '\x36' + '\x33', 0b1000), ehT0Px3KOsy9(chr(317 - 269) + chr(10973 - 10862) + chr(0b110001) + '\x34' + '\065', 0o10), ehT0Px3KOsy9(chr(877 - 829) + '\x6f' + chr(51) + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\061' + chr(364 - 313) + chr(0b110 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\x32' + chr(0b101111 + 0o5) + chr(1356 - 1306), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101110 + 0o1) + chr(0b100100 + 0o23) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110010) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(52) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x35', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(340 - 290) + chr(195 - 146) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + '\x32' + '\065' + chr(0b101111 + 0o4), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(1628 - 1579) + chr(1575 - 1527) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1001001 + 0o46) + chr(0b11010 + 0o30) + chr(0b110110) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2134 - 2085) + chr(587 - 535) + '\x32', 0o10), ehT0Px3KOsy9(chr(390 - 342) + chr(482 - 371) + '\065' + chr(0b11010 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(2966 - 2855) + '\062' + chr(1368 - 1317) + chr(963 - 914), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(52) + chr(0b100011 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9197 - 9086) + chr(50) + '\x31' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2544 - 2490) + chr(0b11110 + 0o24), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + chr(0b110010) + chr(53) + chr(0b111 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\067' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1 + 0o60) + '\067' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(573 - 462) + chr(876 - 826) + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110111) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\x37' + chr(0b100111 + 0o12), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(51) + chr(0b10110 + 0o41), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(1197 - 1147) + chr(0b110110) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b1100 + 0o47) + '\064', 12350 - 12342), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o36) + chr(0b110011) + '\x37', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(728 - 680), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xac'), '\x64' + chr(101) + '\143' + '\x6f' + chr(8852 - 8752) + '\145')(chr(117) + '\x74' + chr(102) + '\x2d' + chr(1434 - 1378)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def m21o0ZXw2voA(EzOtJ3kbK5x4, ZxkNvNvuRNy5, MtU7pWvhdnwP=None):
MtU7pWvhdnwP = LZcHOm_c0BYj(MtU7pWvhdnwP, sRkYTJirQlN8.cpus)
if MtU7pWvhdnwP < ehT0Px3KOsy9(chr(48) + chr(536 - 425) + chr(207 - 157), 0b1000):
iIGKX2zSEGYP = [EzOtJ3kbK5x4(gb6ab8SSTLgq, WVxHKyX45z_L) for (WVxHKyX45z_L, gb6ab8SSTLgq) in e_JlnroeHtLh(YlkZvXL8qwsX(ZxkNvNvuRNy5), total=c2A0yzQpDQB3(ZxkNvNvuRNy5))]
else:
with lG7EBpleMPZI(max_workers=MtU7pWvhdnwP) as DfdhY28yEwAF:
eK7u0NR1L61z = [DfdhY28yEwAF.submit(EzOtJ3kbK5x4, gb6ab8SSTLgq, WVxHKyX45z_L) for (WVxHKyX45z_L, gb6ab8SSTLgq) in YlkZvXL8qwsX(ZxkNvNvuRNy5)]
iIGKX2zSEGYP = []
for EGyt1xfPT1P6 in e_JlnroeHtLh(xafqLlk3kkUe(bVkt9Cr7Y6GX.futures, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3z\xebvD\xc6\xb3+=\x87\x00\x9e'), '\144' + chr(0b1001101 + 0o30) + '\143' + chr(12150 - 12039) + chr(100) + '\145')(chr(0b1001111 + 0o46) + '\x74' + chr(0b1100110) + '\x2d' + '\070'))(eK7u0NR1L61z), total=c2A0yzQpDQB3(ZxkNvNvuRNy5)):
xafqLlk3kkUe(iIGKX2zSEGYP, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3y\xc4pE\xcf'), '\144' + chr(7374 - 7273) + chr(0b1110 + 0o125) + chr(0b1101111) + chr(0b101100 + 0o70) + chr(0b1100101))(chr(10809 - 10692) + chr(116) + '\x66' + chr(0b100001 + 0o14) + '\x38'))(xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0l\xc7`G\xdf'), chr(0b1100100) + chr(0b1001010 + 0o33) + chr(9023 - 8924) + chr(5241 - 5130) + chr(100) + chr(0b1100101))(chr(11035 - 10918) + chr(0b110001 + 0o103) + chr(102) + '\x2d' + '\070'))())
if UVSi4XW7eBIM([gb6ab8SSTLgq is not None for gb6ab8SSTLgq in iIGKX2zSEGYP]):
return iIGKX2zSEGYP
|
fastai/fastai
|
fastai/core.py
|
subplots
|
def subplots(rows:int, cols:int, imgsize:int=4, figsize:Optional[Tuple[int,int]]=None, title=None, **kwargs):
"Like `plt.subplots` but with consistent axs shape, `kwargs` passed to `fig.suptitle` with `title`"
figsize = ifnone(figsize, (imgsize*cols, imgsize*rows))
fig, axs = plt.subplots(rows,cols,figsize=figsize)
if rows==cols==1: axs = [[axs]] # subplots(1,1) returns Axes, not [Axes]
elif (rows==1 and cols!=1) or (cols==1 and rows!=1): axs = [axs]
if title is not None: fig.suptitle(title, **kwargs)
return array(axs)
|
python
|
def subplots(rows:int, cols:int, imgsize:int=4, figsize:Optional[Tuple[int,int]]=None, title=None, **kwargs):
"Like `plt.subplots` but with consistent axs shape, `kwargs` passed to `fig.suptitle` with `title`"
figsize = ifnone(figsize, (imgsize*cols, imgsize*rows))
fig, axs = plt.subplots(rows,cols,figsize=figsize)
if rows==cols==1: axs = [[axs]] # subplots(1,1) returns Axes, not [Axes]
elif (rows==1 and cols!=1) or (cols==1 and rows!=1): axs = [axs]
if title is not None: fig.suptitle(title, **kwargs)
return array(axs)
|
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Like `plt.subplots` but with consistent axs shape, `kwargs` passed to `fig.suptitle` with `title`
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L331-L338
|
train
|
Like plt. subplots but with consistent axs shape kwargs passed to fig. suptitle with title
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(58 - 10) + chr(0b1101010 + 0o5) + chr(0b110011) + '\x30' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b100101 + 0o21) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o5) + chr(0b110001) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(892 - 837) + chr(0b1011 + 0o47), 0o10), ehT0Px3KOsy9(chr(2051 - 2003) + chr(111) + chr(0b110001) + chr(0b110100) + chr(0b101111 + 0o2), 702 - 694), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(0b101011 + 0o7) + chr(48) + chr(1179 - 1127), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(53) + chr(0b100 + 0o61), 42660 - 42652), ehT0Px3KOsy9(chr(1568 - 1520) + chr(0b1101010 + 0o5) + chr(1792 - 1740), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(289 - 178) + chr(0b110111) + chr(0b11100 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(49) + chr(403 - 353) + chr(2304 - 2250), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(710 - 661) + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + '\065' + chr(0b101010 + 0o14), 35630 - 35622), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b110010 + 0o3), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1387 - 1338) + chr(49) + chr(0b10001 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2740 - 2629) + '\x35' + chr(50), 8), ehT0Px3KOsy9('\060' + chr(11209 - 11098) + '\063' + '\063' + chr(291 - 236), 11957 - 11949), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b10101 + 0o42) + chr(0b0 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(3909 - 3798) + '\061' + chr(0b100101 + 0o15) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(50) + chr(0b10000 + 0o40) + chr(0b110001), 20933 - 20925), ehT0Px3KOsy9('\060' + chr(111) + chr(54) + chr(49), 0o10), ehT0Px3KOsy9(chr(2106 - 2058) + '\157' + '\x31' + chr(55) + chr(0b110001), 58749 - 58741), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x35' + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1427 - 1378) + chr(1018 - 970) + chr(0b110000), 15571 - 15563), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + chr(49) + chr(540 - 487) + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(2616 - 2505) + '\x32' + chr(2143 - 2090) + chr(0b11100 + 0o27), 64832 - 64824), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x34' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2445 - 2393) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b110111 + 0o0) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(7250 - 7139) + chr(0b11001 + 0o30) + chr(2003 - 1951) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b101111 + 0o7) + chr(0b1000 + 0o50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + '\x33' + '\061' + chr(2462 - 2407), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(2251 - 2198) + '\x34', 8), ehT0Px3KOsy9('\x30' + chr(0b1011100 + 0o23) + chr(0b10111 + 0o33) + chr(1252 - 1199) + '\061', 53073 - 53065), ehT0Px3KOsy9('\060' + chr(6253 - 6142) + '\x32' + chr(0b110000) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b1010 + 0o54) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\062' + chr(50), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(1669 - 1558) + chr(53) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xec'), chr(9078 - 8978) + chr(0b100 + 0o141) + '\143' + chr(0b1000101 + 0o52) + chr(0b1100100) + chr(0b1100101))(chr(682 - 565) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WuPlsSVhhVV1(rAoIgjmAxUis, AIgvIWQd9onz, TVXIafAFap_c=ehT0Px3KOsy9('\060' + chr(111) + chr(52), 8), EOCd1WZj2r_S=None, IkttdaI0bGlA=None, **M8EIoTs2GJXE):
EOCd1WZj2r_S = LZcHOm_c0BYj(EOCd1WZj2r_S, (TVXIafAFap_c * AIgvIWQd9onz, TVXIafAFap_c * rAoIgjmAxUis))
(IPypcZ53eNRW, EBqJMo0Clm_g) = eRubm8FH879n.subplots(rAoIgjmAxUis, AIgvIWQd9onz, figsize=EOCd1WZj2r_S)
if rAoIgjmAxUis == AIgvIWQd9onz == ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061', 0b1000):
EBqJMo0Clm_g = [[EBqJMo0Clm_g]]
elif rAoIgjmAxUis == ehT0Px3KOsy9('\060' + '\157' + '\x31', 8) and AIgvIWQd9onz != ehT0Px3KOsy9('\060' + chr(111) + chr(0b10110 + 0o33), 8) or (AIgvIWQd9onz == ehT0Px3KOsy9(chr(357 - 309) + chr(7360 - 7249) + chr(0b110001), 8) and rAoIgjmAxUis != ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(2346 - 2297), 8)):
EBqJMo0Clm_g = [EBqJMo0Clm_g]
if IkttdaI0bGlA is not None:
xafqLlk3kkUe(IPypcZ53eNRW, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1}\x86;\x93\x15\xf0\xe1'), '\x64' + '\145' + chr(99) + chr(0b1 + 0o156) + chr(110 - 10) + chr(101))('\165' + chr(116) + chr(1990 - 1888) + chr(1261 - 1216) + chr(56)))(IkttdaI0bGlA, **M8EIoTs2GJXE)
return B0ePDhpqxN5n(EBqJMo0Clm_g)
|
fastai/fastai
|
fastai/core.py
|
show_some
|
def show_some(items:Collection, n_max:int=5, sep:str=','):
"Return the representation of the first `n_max` elements in `items`."
if items is None or len(items) == 0: return ''
res = sep.join([f'{o}' for o in items[:n_max]])
if len(items) > n_max: res += '...'
return res
|
python
|
def show_some(items:Collection, n_max:int=5, sep:str=','):
"Return the representation of the first `n_max` elements in `items`."
if items is None or len(items) == 0: return ''
res = sep.join([f'{o}' for o in items[:n_max]])
if len(items) > n_max: res += '...'
return res
|
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Return the representation of the first `n_max` elements in `items`.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L340-L345
|
train
|
Return the representation of the first n_max elements in items.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(971 - 923) + chr(0b1101111) + chr(0b110001 + 0o1) + chr(51) + chr(1650 - 1595), 52140 - 52132), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011 + 0o1) + chr(426 - 372), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(373 - 325) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6949 - 6838) + '\x33' + chr(0b101111 + 0o10) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + '\063' + chr(2843 - 2789) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b10001 + 0o40) + chr(1054 - 1000), 28363 - 28355), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(51) + chr(0b110011), 31909 - 31901), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\x33' + '\x36' + chr(2574 - 2519), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1136 - 1087) + chr(0b10011 + 0o43) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100100 + 0o17) + chr(54) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + '\061' + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b10010 + 0o36) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(55) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6863 - 6752) + chr(0b10100 + 0o35) + chr(1750 - 1701) + chr(0b101011 + 0o12), 45306 - 45298), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + '\060', 30447 - 30439), ehT0Px3KOsy9(chr(0b110000) + chr(6778 - 6667) + chr(0b110001) + chr(1360 - 1312) + '\067', 8), ehT0Px3KOsy9(chr(518 - 470) + chr(0b1101111) + chr(1516 - 1461) + chr(856 - 803), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11100 + 0o26) + '\062' + '\067', 0o10), ehT0Px3KOsy9(chr(1889 - 1841) + chr(111) + '\x33' + chr(0b10111 + 0o40) + '\060', 53368 - 53360), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1006 - 956) + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(50) + chr(0b10010 + 0o36) + chr(0b11100 + 0o25), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(1735 - 1680) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1000011 + 0o54) + chr(0b101000 + 0o11) + chr(0b11001 + 0o33) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110100) + '\063', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(2469 - 2418) + '\x33' + chr(640 - 588), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b11010 + 0o30) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9546 - 9435) + chr(0b110001) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b110111) + '\067', 0b1000), ehT0Px3KOsy9(chr(375 - 327) + chr(0b1101111) + chr(51) + chr(0b110010), 26637 - 26629), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b110001) + chr(51) + chr(1545 - 1493), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + chr(1888 - 1833), 0o10), ehT0Px3KOsy9(chr(1290 - 1242) + '\x6f' + chr(300 - 248) + chr(214 - 162), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(1322 - 1271) + chr(0b110000) + chr(1870 - 1821), ord("\x08")), ehT0Px3KOsy9(chr(2165 - 2117) + chr(0b110 + 0o151) + chr(0b110010) + chr(54) + '\066', 53635 - 53627), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(2058 - 2008) + '\x34' + '\064', 17393 - 17385), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(0b110010) + '\060' + '\062', 35177 - 35169), ehT0Px3KOsy9(chr(1107 - 1059) + '\x6f' + '\x36' + chr(195 - 146), ord("\x08")), ehT0Px3KOsy9(chr(1867 - 1819) + chr(0b1101111) + '\x33' + chr(2445 - 2395) + '\x36', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1'), chr(0b11010 + 0o112) + chr(101) + '\x63' + chr(0b1101010 + 0o5) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(116) + chr(0b10110 + 0o120) + '\x2d' + chr(413 - 357)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ppS6lnDic61Y(NzveIZ3IlSH9, Rel0wrVTs7M1=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53), ord("\x08")), eGBFOC5iqFhU=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\144' + '\x65')('\165' + '\164' + chr(0b1100110) + chr(960 - 915) + chr(0b111000))):
if NzveIZ3IlSH9 is None or c2A0yzQpDQB3(NzveIZ3IlSH9) == ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 0o10):
return xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\145' + '\x63' + '\x6f' + chr(8206 - 8106) + '\145')(chr(8060 - 7943) + chr(10666 - 10550) + '\x66' + '\x2d' + chr(56))
MsbwfslwLjRO = eGBFOC5iqFhU.join([f'{gb6ab8SSTLgq}' for gb6ab8SSTLgq in NzveIZ3IlSH9[:Rel0wrVTs7M1]])
if c2A0yzQpDQB3(NzveIZ3IlSH9) > Rel0wrVTs7M1:
MsbwfslwLjRO += xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\x08i'), chr(0b1001100 + 0o30) + chr(101) + chr(99) + '\x6f' + '\x64' + '\x65')('\x75' + chr(0b1100001 + 0o23) + chr(0b1100110) + '\055' + '\x38')
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/core.py
|
get_tmp_file
|
def get_tmp_file(dir=None):
"Create and return a tmp filename, optionally at a specific path. `os.remove` when done with it."
with tempfile.NamedTemporaryFile(delete=False, dir=dir) as f: return f.name
|
python
|
def get_tmp_file(dir=None):
"Create and return a tmp filename, optionally at a specific path. `os.remove` when done with it."
with tempfile.NamedTemporaryFile(delete=False, dir=dir) as f: return f.name
|
[
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"get_tmp_file",
"(",
"dir",
"=",
"None",
")",
":",
"with",
"tempfile",
".",
"NamedTemporaryFile",
"(",
"delete",
"=",
"False",
",",
"dir",
"=",
"dir",
")",
"as",
"f",
":",
"return",
"f",
".",
"name"
] |
Create and return a tmp filename, optionally at a specific path. `os.remove` when done with it.
|
[
"Create",
"and",
"return",
"a",
"tmp",
"filename",
"optionally",
"at",
"a",
"specific",
"path",
".",
"os",
".",
"remove",
"when",
"done",
"with",
"it",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L347-L349
|
train
|
Create and return a tmp filename optionally at a specific path. os. remove when done with it.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(4387 - 4276) + '\065' + chr(0b100011 + 0o16), 47082 - 47074), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100100 + 0o22) + chr(0b10001 + 0o40), 0o10), ehT0Px3KOsy9('\060' + chr(5089 - 4978) + chr(0b110011 + 0o0) + '\066' + chr(0b110000), 12284 - 12276), ehT0Px3KOsy9('\x30' + '\x6f' + chr(403 - 353) + '\061' + chr(48), 63562 - 63554), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(3517 - 3406) + '\x32' + chr(705 - 656) + '\062', 19765 - 19757), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110111) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(50) + chr(53) + chr(277 - 229), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(48) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(1946 - 1894) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(2442 - 2392) + '\x30' + '\066', 43010 - 43002), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\x30' + chr(0b10011 + 0o40), 2986 - 2978), ehT0Px3KOsy9(chr(2289 - 2241) + chr(0b1010001 + 0o36) + chr(0b110010) + '\060' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(12039 - 11928) + '\061' + '\x30' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + chr(0b110011), 30140 - 30132), ehT0Px3KOsy9(chr(974 - 926) + chr(3642 - 3531) + chr(899 - 848) + chr(0b110000) + chr(0b10111 + 0o32), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\x34' + chr(0b1111 + 0o44), 0o10), ehT0Px3KOsy9(chr(2212 - 2164) + chr(111) + '\062' + '\065' + chr(0b110111), 62732 - 62724), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + '\062' + chr(0b110110) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1526 - 1477) + chr(1520 - 1467) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1058 - 1010) + chr(6089 - 5978) + chr(0b1 + 0o66) + chr(1654 - 1599), 7507 - 7499), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + '\062' + chr(53) + chr(55), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2190 - 2141) + chr(0b110111) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001 + 0o2) + chr(408 - 355) + chr(1984 - 1931), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + '\063' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\066' + chr(54), 0b1000), ehT0Px3KOsy9(chr(397 - 349) + chr(7398 - 7287) + '\x37' + '\x37', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b1 + 0o64) + chr(0b11100 + 0o31), 8), ehT0Px3KOsy9(chr(2111 - 2063) + chr(0b1101111) + '\x31' + '\066' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2599 - 2548) + chr(0b111 + 0o53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1868 - 1818) + chr(0b11 + 0o57) + chr(0b11010 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100111 + 0o12) + chr(2530 - 2477) + chr(129 - 75), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(298 - 248) + chr(51) + chr(0b111 + 0o60), 1135 - 1127), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b10101 + 0o41) + chr(0b1110 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\062' + chr(0b100011 + 0o22), 59150 - 59142), ehT0Px3KOsy9(chr(0b110000) + chr(3500 - 3389) + chr(0b100101 + 0o16) + '\063' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101101 + 0o6) + '\066' + chr(1787 - 1738), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2883 - 2772) + '\x32' + chr(0b110010) + '\066', 51938 - 51930), ehT0Px3KOsy9('\060' + chr(111) + chr(2061 - 2012) + chr(0b1010 + 0o46) + chr(640 - 588), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(2431 - 2320) + chr(1184 - 1131) + chr(0b100100 + 0o14), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x07'), '\144' + chr(5372 - 5271) + chr(0b1100011) + chr(0b1101111) + chr(7722 - 7622) + '\x65')('\x75' + chr(12500 - 12384) + chr(0b1100110) + chr(732 - 687) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def y7u0llJslXQA(g1Uy6IV0tyJQ=None):
with xafqLlk3kkUe(IvD8hQuFpT7c, xafqLlk3kkUe(SXOLrMavuUCe(b'gP\x9d\xed\xee/\xcd\xe9S\xe9\xf1\xe01W}\xa8\x0f\xca'), chr(4018 - 3918) + chr(368 - 267) + chr(99) + '\x6f' + '\x64' + chr(0b101011 + 0o72))(chr(0b101 + 0o160) + chr(11269 - 11153) + '\146' + chr(0b101101) + chr(56)))(delete=ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(48), ord("\x08")), dir=g1Uy6IV0tyJQ) as EGyt1xfPT1P6:
return xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'hx\x86\xc2\xd8\x01\xe4\xe0g\xe0\xe4\xc7'), chr(0b110110 + 0o56) + chr(0b101100 + 0o71) + chr(0b1000111 + 0o34) + chr(111) + '\x64' + chr(0b101010 + 0o73))(chr(4517 - 4400) + chr(13030 - 12914) + chr(0b110010 + 0o64) + chr(0b10111 + 0o26) + chr(0b111000)))
|
fastai/fastai
|
fastai/core.py
|
compose
|
def compose(funcs:List[Callable])->Callable:
"Compose `funcs`"
def compose_(funcs, x, *args, **kwargs):
for f in listify(funcs): x = f(x, *args, **kwargs)
return x
return partial(compose_, funcs)
|
python
|
def compose(funcs:List[Callable])->Callable:
"Compose `funcs`"
def compose_(funcs, x, *args, **kwargs):
for f in listify(funcs): x = f(x, *args, **kwargs)
return x
return partial(compose_, funcs)
|
[
"def",
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"(",
"funcs",
":",
"List",
"[",
"Callable",
"]",
")",
"->",
"Callable",
":",
"def",
"compose_",
"(",
"funcs",
",",
"x",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"for",
"f",
"in",
"listify",
"(",
"funcs",
")",
":",
"x",
"=",
"f",
"(",
"x",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
"return",
"x",
"return",
"partial",
"(",
"compose_",
",",
"funcs",
")"
] |
Compose `funcs`
|
[
"Compose",
"funcs"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L351-L356
|
train
|
Compose funcs
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(622 - 574) + chr(111) + '\062' + chr(0b110100) + chr(0b1001 + 0o51), 18531 - 18523), ehT0Px3KOsy9(chr(2045 - 1997) + chr(0b1101111) + chr(2747 - 2694) + chr(1769 - 1721), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x36' + chr(48), 32117 - 32109), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + '\062' + chr(873 - 822) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\067' + chr(566 - 518), 58072 - 58064), ehT0Px3KOsy9(chr(48) + chr(2869 - 2758) + chr(0b10101 + 0o36) + '\x30' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b100 + 0o54) + '\x31', 29697 - 29689), ehT0Px3KOsy9('\060' + '\157' + chr(1673 - 1622) + '\x33' + chr(50), 61373 - 61365), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10110 + 0o37) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + chr(844 - 795) + chr(53) + chr(1356 - 1304), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(1261 - 1211) + '\x37' + chr(0b10101 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(1317 - 1206) + '\061' + chr(1728 - 1675) + '\061', 52111 - 52103), ehT0Px3KOsy9(chr(2102 - 2054) + chr(0b1101001 + 0o6) + chr(0b110011) + '\067' + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b10 + 0o57) + chr(0b110011) + chr(0b110 + 0o57), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b100101 + 0o22) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\063' + chr(0b110000) + '\x32', 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(11381 - 11270) + chr(2209 - 2159) + chr(1111 - 1056) + chr(0b10000 + 0o41), 49299 - 49291), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(0b110010) + '\x30' + chr(1358 - 1309), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + chr(0b100101 + 0o15) + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(2534 - 2423) + chr(0b10111 + 0o33) + chr(51) + '\064', 8), ehT0Px3KOsy9('\060' + '\157' + chr(1253 - 1204) + '\x31' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + '\x32' + '\x37' + chr(0b11011 + 0o34), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100010 + 0o21) + chr(2378 - 2329) + chr(1580 - 1529), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(9909 - 9798) + chr(1121 - 1070) + '\x34' + chr(645 - 594), 0b1000), ehT0Px3KOsy9('\x30' + chr(3184 - 3073) + chr(52) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(0b110011) + chr(0b110100) + chr(257 - 209), ord("\x08")), ehT0Px3KOsy9(chr(1274 - 1226) + chr(111) + chr(51) + '\063' + chr(0b10100 + 0o34), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(50) + chr(0b10001 + 0o41), 61590 - 61582), ehT0Px3KOsy9(chr(1726 - 1678) + chr(111) + '\x31' + '\062' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1236 - 1186) + chr(0b1 + 0o57) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111), 5063 - 5055), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x31' + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(0b100111 + 0o20) + chr(50), 31426 - 31418), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(262 - 209) + chr(958 - 909), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110101) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\061' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2515 - 2462) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\063' + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(10265 - 10154) + '\x35' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + '\x65')('\x75' + chr(1133 - 1017) + chr(102) + chr(0b100111 + 0o6) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Rftjbk89X7_V(g4OBoLrPYJYK) -> TPYMKCdTAycN:
def EiKIOZHQ3ZwU(g4OBoLrPYJYK, OeWW0F1dBPRQ, *kJDRfRhcZHjS, **M8EIoTs2GJXE):
for EGyt1xfPT1P6 in XFSR0qhtb0bq(g4OBoLrPYJYK):
OeWW0F1dBPRQ = EGyt1xfPT1P6(OeWW0F1dBPRQ, *kJDRfRhcZHjS, **M8EIoTs2GJXE)
return OeWW0F1dBPRQ
return q_kvx1iNIzrz(EiKIOZHQ3ZwU, g4OBoLrPYJYK)
|
fastai/fastai
|
fastai/core.py
|
ItemBase.show
|
def show(self, ax:plt.Axes, **kwargs):
"Subclass this method if you want to customize the way this `ItemBase` is shown on `ax`."
ax.set_title(str(self))
|
python
|
def show(self, ax:plt.Axes, **kwargs):
"Subclass this method if you want to customize the way this `ItemBase` is shown on `ax`."
ax.set_title(str(self))
|
[
"def",
"show",
"(",
"self",
",",
"ax",
":",
"plt",
".",
"Axes",
",",
"*",
"*",
"kwargs",
")",
":",
"ax",
".",
"set_title",
"(",
"str",
"(",
"self",
")",
")"
] |
Subclass this method if you want to customize the way this `ItemBase` is shown on `ax`.
|
[
"Subclass",
"this",
"method",
"if",
"you",
"want",
"to",
"customize",
"the",
"way",
"this",
"ItemBase",
"is",
"shown",
"on",
"ax",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/core.py#L157-L159
|
train
|
Subclass this method if you want to customize the way this ItemBase is shown on ax.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1793 - 1745) + '\x6f' + chr(0b110011) + chr(51) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(0b110011) + chr(0b101010 + 0o12) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1123 - 1012) + chr(0b1100 + 0o50) + '\063', 23131 - 23123), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(48) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(6388 - 6277) + chr(1973 - 1922) + chr(0b11001 + 0o30) + chr(53), 22474 - 22466), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10101 + 0o36) + chr(1661 - 1612) + chr(53), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(1293 - 1238) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\060' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11011 + 0o30) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1708 - 1658) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b110111) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(439 - 391) + chr(0b1101111) + chr(0b110010) + chr(0b10010 + 0o41) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o53) + '\x37' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b100110 + 0o13) + chr(49) + chr(0b11010 + 0o35), 53610 - 53602), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + '\x31' + '\062' + chr(0b10110 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(359 - 308) + chr(310 - 261) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + chr(1650 - 1602), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(2834 - 2779) + chr(1547 - 1492), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\x33' + chr(0b110101), 32525 - 32517), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(1751 - 1703) + chr(54), 60276 - 60268), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x34' + '\062', 8), ehT0Px3KOsy9(chr(1109 - 1061) + chr(111) + chr(1955 - 1904) + chr(0b110010) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1420 - 1371) + chr(1847 - 1797) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(12246 - 12135) + '\x32' + '\065' + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110001) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110000) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110100) + chr(607 - 553), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110110) + chr(0b110000 + 0o4), 65495 - 65487), ehT0Px3KOsy9(chr(635 - 587) + chr(8907 - 8796) + chr(0b110101) + chr(1977 - 1922), 0b1000), ehT0Px3KOsy9(chr(621 - 573) + chr(3498 - 3387) + '\x31' + '\x36' + '\x37', 62954 - 62946), ehT0Px3KOsy9('\060' + chr(6843 - 6732) + chr(50) + chr(1005 - 956) + chr(765 - 715), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1465 - 1417) + '\157' + '\064' + chr(0b10000 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110110) + chr(51), 0b1000), ehT0Px3KOsy9(chr(1484 - 1436) + chr(6054 - 5943) + '\063' + chr(0b11010 + 0o27) + chr(0b1100 + 0o52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\x37' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(711 - 661) + '\x34' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b101000 + 0o13) + '\x31', 34787 - 34779), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(50) + chr(0b110101) + chr(0b110000), 19872 - 19864), ehT0Px3KOsy9(chr(0b110000) + chr(7549 - 7438) + chr(2275 - 2226) + chr(53) + chr(133 - 78), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(2241 - 2188) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), chr(0b1100100) + chr(0b1100101) + chr(0b1011001 + 0o12) + '\x6f' + '\x64' + chr(3925 - 3824))(chr(0b1100110 + 0o17) + chr(10246 - 10130) + '\146' + '\x2d' + chr(0b101111 + 0o11)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DCpH_3Y2dTvl(oVre8I6UXc3b, UFCqCPYQEkxy, **M8EIoTs2GJXE):
xafqLlk3kkUe(UFCqCPYQEkxy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\x87W\xdb\xb9\xa4\xcc.x'), chr(1317 - 1217) + '\x65' + '\x63' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(12604 - 12487) + chr(0b1110100) + chr(102) + '\x2d' + '\070'))(M8_cKLkHVB2V(oVre8I6UXc3b))
|
fastai/fastai
|
old/fastai/models/cifar10/utils_kuangliu.py
|
init_params
|
def init_params(net):
'''Init layer parameters.'''
for m in net.modules():
if isinstance(m, nn.Conv2d):
init.kaiming_normal(m.weight, mode='fan_out')
if m.bias:
init.constant(m.bias, 0)
elif isinstance(m, nn.BatchNorm2d):
init.constant(m.weight, 1)
init.constant(m.bias, 0)
elif isinstance(m, nn.Linear):
init.normal(m.weight, std=1e-3)
if m.bias:
init.constant(m.bias, 0)
|
python
|
def init_params(net):
'''Init layer parameters.'''
for m in net.modules():
if isinstance(m, nn.Conv2d):
init.kaiming_normal(m.weight, mode='fan_out')
if m.bias:
init.constant(m.bias, 0)
elif isinstance(m, nn.BatchNorm2d):
init.constant(m.weight, 1)
init.constant(m.bias, 0)
elif isinstance(m, nn.Linear):
init.normal(m.weight, std=1e-3)
if m.bias:
init.constant(m.bias, 0)
|
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] |
Init layer parameters.
|
[
"Init",
"layer",
"parameters",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/models/cifar10/utils_kuangliu.py#L29-L42
|
train
|
Init layer parameters.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1093 - 1045) + '\157' + chr(0b110010 + 0o0) + chr(0b110101) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(52) + chr(897 - 849), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10100 + 0o35) + '\x32' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(69 - 20) + chr(0b10 + 0o60) + chr(0b10001 + 0o45), 8), ehT0Px3KOsy9(chr(48) + chr(638 - 527) + chr(51) + chr(0b1000 + 0o52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100010 + 0o24) + chr(1184 - 1133), 53486 - 53478), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(2132 - 2081) + chr(55) + chr(50), 0b1000), ehT0Px3KOsy9(chr(2055 - 2007) + chr(3706 - 3595) + chr(49) + '\065' + chr(933 - 879), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + chr(2898 - 2844), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(49) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b101001 + 0o14) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(0b110011) + chr(225 - 177), 37944 - 37936), ehT0Px3KOsy9(chr(48) + chr(4602 - 4491) + chr(0b110011) + '\x32' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(2040 - 1989) + chr(2302 - 2254), 19059 - 19051), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(1655 - 1606) + chr(885 - 835) + chr(0b100000 + 0o25), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\066' + '\x34', 0o10), ehT0Px3KOsy9(chr(534 - 486) + chr(0b1100100 + 0o13) + '\062' + chr(48) + chr(50), 15119 - 15111), ehT0Px3KOsy9(chr(1210 - 1162) + chr(12096 - 11985) + chr(0b100011 + 0o17) + '\063' + chr(0b10111 + 0o36), 33874 - 33866), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(49) + '\062' + '\067', 24104 - 24096), ehT0Px3KOsy9('\x30' + chr(4399 - 4288) + '\x32' + chr(54) + chr(0b110110), 38136 - 38128), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + chr(0b110011) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(9521 - 9410) + chr(0b110001) + '\x37' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2207 - 2158) + '\x37' + '\x33', 64862 - 64854), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b100100 + 0o22) + chr(0b110100), 32451 - 32443), ehT0Px3KOsy9(chr(48) + chr(1956 - 1845) + '\061' + '\062' + '\x37', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110001) + '\063', 0b1000), ehT0Px3KOsy9(chr(969 - 921) + '\x6f' + chr(0b110001) + chr(51) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\060' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(204 - 156) + chr(5235 - 5124) + '\x31' + chr(0b11011 + 0o32) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(0b110001) + chr(1479 - 1429) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1088 - 1037) + chr(2609 - 2554) + '\065', 19890 - 19882), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b10001 + 0o41) + '\066', 8), ehT0Px3KOsy9('\x30' + '\157' + '\x36' + chr(55), 24645 - 24637), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1615 - 1566) + chr(233 - 178) + chr(51), 8), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + '\063' + '\065' + chr(0b10100 + 0o41), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + chr(0b100 + 0o56) + chr(0b110100) + chr(0b111 + 0o51), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(8166 - 8055) + chr(0b101000 + 0o15) + '\x30', 2782 - 2774)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x86'), chr(0b101111 + 0o65) + chr(0b100010 + 0o103) + chr(0b1100000 + 0o3) + '\157' + chr(0b1000011 + 0o41) + chr(0b1100101))(chr(8950 - 8833) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(1522 - 1466)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oZNFuAsgrYEN(DyzboKL9cczb):
for r8ufID9JCHnI in xafqLlk3kkUe(DyzboKL9cczb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x8f2#vV\x89'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(904 - 804) + chr(2370 - 2269))('\x75' + chr(0b110110 + 0o76) + '\146' + '\055' + chr(0b10110 + 0o42)))():
if PlSM16l2KDPD(r8ufID9JCHnI, xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\x8f8 (W'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(1170 - 1070) + chr(101))('\x75' + chr(1393 - 1277) + chr(6285 - 6183) + chr(0b10110 + 0o27) + chr(0b111000)))):
xafqLlk3kkUe(A5GIpkDsgP4U, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\x81?;s]\x9d1@#\xddu\xb24'), '\x64' + '\145' + '\x63' + chr(0b1000010 + 0o55) + chr(1512 - 1412) + '\145')('\165' + '\x74' + chr(0b101001 + 0o75) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xd0;\x00Ic\x90Xy&\xd9Z'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1100010 + 0o23) + chr(1023 - 907) + chr(0b1100110) + chr(808 - 763) + chr(0b111000))), mode=xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x818\tuF\x8e'), chr(0b1011100 + 0o10) + chr(2293 - 2192) + '\x63' + '\157' + chr(3348 - 3248) + chr(0b100110 + 0o77))(chr(4831 - 4714) + chr(0b1110100) + chr(0b1100110) + chr(431 - 386) + '\070'))
if xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x897%'), chr(8895 - 8795) + '\x65' + '\143' + chr(0b100110 + 0o111) + chr(100) + chr(0b1010 + 0o133))(chr(6062 - 5945) + '\164' + chr(0b1010101 + 0o21) + chr(0b101101) + '\x38')):
xafqLlk3kkUe(A5GIpkDsgP4U, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\x8f8%nR\x94\x1a'), chr(0b1100 + 0o130) + chr(2107 - 2006) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(0b1110100) + chr(0b1011011 + 0o13) + chr(0b1 + 0o54) + '\x38'))(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x897%'), chr(0b1001110 + 0o26) + chr(0b1100101) + chr(0b10000 + 0o123) + chr(0b1101111) + chr(0b100000 + 0o104) + chr(9498 - 9397))('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(3077 - 3021))), ehT0Px3KOsy9(chr(1345 - 1297) + chr(12100 - 11989) + '\060', 8))
elif PlSM16l2KDPD(r8ufID9JCHnI, xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\x81"5r}\x95\x1cC~\xcb'), chr(0b110111 + 0o55) + chr(101) + chr(0b1001100 + 0o27) + '\x6f' + chr(100) + '\x65')(chr(0b110110 + 0o77) + chr(0b1010110 + 0o36) + chr(0b1100110) + chr(0b101101) + '\x38'))):
xafqLlk3kkUe(A5GIpkDsgP4U, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\x8f8%nR\x94\x1a'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xd0;\x00Ic\x90Xy&\xd9Z'), chr(100) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + chr(101))(chr(117) + '\x74' + chr(8671 - 8569) + chr(1513 - 1468) + chr(0b10110 + 0o42))), ehT0Px3KOsy9(chr(992 - 944) + chr(111) + chr(0b110001), 19385 - 19377))
xafqLlk3kkUe(A5GIpkDsgP4U, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\x8f8%nR\x94\x1a'), chr(0b1100100) + chr(0b1100101) + chr(6955 - 6856) + '\157' + chr(0b1001111 + 0o25) + '\x65')(chr(0b1110101) + chr(0b1111 + 0o145) + chr(102) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x897%'), '\x64' + '\145' + chr(0b100111 + 0o74) + '\157' + chr(100) + '\145')('\165' + chr(9936 - 9820) + chr(0b11010 + 0o114) + chr(965 - 920) + chr(0b111000))), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o2), 8))
elif PlSM16l2KDPD(r8ufID9JCHnI, xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4\x8983{A'), chr(0b1001111 + 0o25) + chr(0b1011111 + 0o6) + '\143' + chr(5238 - 5127) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b101110 + 0o106) + '\x66' + chr(0b101101) + chr(0b10111 + 0o41)))):
xafqLlk3kkUe(A5GIpkDsgP4U, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\x8f$;{_'), '\144' + chr(101) + chr(0b1010001 + 0o22) + chr(0b1101011 + 0o4) + chr(0b1100100) + chr(1161 - 1060))(chr(5246 - 5129) + chr(8087 - 7971) + chr(0b1100110) + '\055' + chr(681 - 625)))(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xd0;\x00Ic\x90Xy&\xd9Z'), chr(0b1100100) + chr(4214 - 4113) + chr(0b1100011) + chr(9372 - 9261) + chr(9478 - 9378) + chr(0b1100000 + 0o5))(chr(0b1110101) + '\164' + chr(4128 - 4026) + '\x2d' + chr(1739 - 1683))), std=0.001)
if xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x897%'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + '\x74' + '\x66' + '\x2d' + chr(56))):
xafqLlk3kkUe(A5GIpkDsgP4U, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb\x8f8%nR\x94\x1a'), '\144' + '\145' + '\x63' + '\157' + '\x64' + chr(0b100110 + 0o77))('\x75' + chr(116) + chr(5568 - 5466) + '\055' + '\x38'))(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x897%'), chr(0b101111 + 0o65) + '\145' + '\143' + chr(111) + chr(5014 - 4914) + chr(0b1000011 + 0o42))(chr(0b0 + 0o165) + chr(116) + chr(0b11001 + 0o115) + chr(1827 - 1782) + chr(0b111000))), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(446 - 398), 8))
|
fastai/fastai
|
fastai/vision/models/darknet.py
|
conv_bn_lrelu
|
def conv_bn_lrelu(ni:int, nf:int, ks:int=3, stride:int=1)->nn.Sequential:
"Create a seuence Conv2d->BatchNorm2d->LeakyReLu layer."
return nn.Sequential(
nn.Conv2d(ni, nf, kernel_size=ks, bias=False, stride=stride, padding=ks//2),
nn.BatchNorm2d(nf),
nn.LeakyReLU(negative_slope=0.1, inplace=True))
|
python
|
def conv_bn_lrelu(ni:int, nf:int, ks:int=3, stride:int=1)->nn.Sequential:
"Create a seuence Conv2d->BatchNorm2d->LeakyReLu layer."
return nn.Sequential(
nn.Conv2d(ni, nf, kernel_size=ks, bias=False, stride=stride, padding=ks//2),
nn.BatchNorm2d(nf),
nn.LeakyReLU(negative_slope=0.1, inplace=True))
|
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] |
Create a seuence Conv2d->BatchNorm2d->LeakyReLu layer.
|
[
"Create",
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"seuence",
"Conv2d",
"-",
">",
"BatchNorm2d",
"-",
">",
"LeakyReLu",
"layer",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/models/darknet.py#L6-L11
|
train
|
Create a seuence Conv2d -> BatchNorm2d -> LeakyReLu layer.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(0b110101) + chr(0b110111), 24308 - 24300), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + '\061' + chr(0b1001 + 0o54) + chr(49), 48855 - 48847), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10 + 0o61) + chr(0b110001) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + '\x31' + chr(48) + '\060', 19293 - 19285), ehT0Px3KOsy9(chr(1220 - 1172) + chr(0b1101111) + chr(1612 - 1563) + chr(0b110010) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11485 - 11374) + '\x36' + chr(49), 61988 - 61980), ehT0Px3KOsy9(chr(374 - 326) + '\x6f' + chr(0b100110 + 0o14) + chr(0b100010 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x34' + chr(1500 - 1450), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(53) + '\063', 60649 - 60641), ehT0Px3KOsy9(chr(1608 - 1560) + chr(111) + chr(0b10011 + 0o35), 23028 - 23020), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(0b100000 + 0o22) + '\x31' + '\062', 55274 - 55266), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(49) + chr(0b110111) + chr(0b110 + 0o61), 0b1000), ehT0Px3KOsy9(chr(1828 - 1780) + chr(1581 - 1470) + '\062' + '\x35' + '\064', 0o10), ehT0Px3KOsy9(chr(1208 - 1160) + chr(4235 - 4124) + chr(1555 - 1505) + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + '\063' + '\x35' + chr(2131 - 2076), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(55) + chr(878 - 830), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2136 - 2025) + chr(0b100111 + 0o14) + '\x35' + chr(476 - 424), 62563 - 62555), ehT0Px3KOsy9(chr(1053 - 1005) + chr(0b1001101 + 0o42) + chr(0b110001) + chr(50) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(220 - 109) + chr(713 - 663) + '\065' + '\x34', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2405 - 2355) + chr(54) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b10101 + 0o35) + '\x30' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1000011 + 0o54) + chr(50) + chr(2412 - 2358) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b1 + 0o60), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(2550 - 2498) + chr(1366 - 1318), 42401 - 42393), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b111001 + 0o66) + chr(50) + '\x37' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x33' + chr(1596 - 1544), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8919 - 8808) + '\062' + chr(0b10100 + 0o40) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110101) + chr(1811 - 1760), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(1463 - 1409) + '\066', 8), ehT0Px3KOsy9(chr(292 - 244) + chr(111) + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110000 + 0o2) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(11297 - 11186) + chr(52) + chr(0b10111 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5093 - 4982) + '\x32' + chr(51) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b110010) + chr(163 - 114) + chr(492 - 441), 0b1000), ehT0Px3KOsy9(chr(244 - 196) + chr(0b1101111) + chr(144 - 94) + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x31' + chr(0b110011 + 0o2) + '\x31', 8), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\063' + chr(2502 - 2447) + chr(1604 - 1555), 0b1000), ehT0Px3KOsy9(chr(1009 - 961) + '\157' + chr(51) + '\x35' + chr(0b110 + 0o55), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + chr(1750 - 1697) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x01'), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(8948 - 8848) + chr(0b101000 + 0o75))(chr(2733 - 2616) + chr(7612 - 7496) + '\146' + chr(1853 - 1808) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def z7RlXEgCl8zt(Ww3kqtkumeiU, wSiB_OuMoqkm, yuVDk3mk5GVl=ehT0Px3KOsy9(chr(2226 - 2178) + '\x6f' + chr(2406 - 2355), 0o10), VKQ5wcD30goF=ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31', 0b1000)) -> xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x0c\xb953_aKJl'), chr(100) + chr(9043 - 8942) + '\143' + '\x6f' + chr(0b101010 + 0o72) + chr(3943 - 3842))(chr(9289 - 9172) + '\164' + chr(102) + '\x2d' + chr(0b11010 + 0o36))):
return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x0c\xb953_aKJl'), '\x64' + '\145' + chr(99) + chr(935 - 824) + chr(0b110100 + 0o60) + chr(0b100111 + 0o76))(chr(0b1001100 + 0o51) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'l\x06\xa66dU'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + chr(0b10000 + 0o124) + chr(101))('\x75' + '\164' + chr(10226 - 10124) + chr(0b100010 + 0o13) + '\070'))(Ww3kqtkumeiU, wSiB_OuMoqkm, kernel_size=yuVDk3mk5GVl, bias=ehT0Px3KOsy9('\060' + chr(111) + '\060', 8), stride=VKQ5wcD30goF, padding=yuVDk3mk5GVl // ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(724 - 674), ord("\x08"))), xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'm\x08\xbc#>\x7fzPF2\xee'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(100) + chr(0b1010001 + 0o24))('\x75' + chr(0b1110100) + chr(3419 - 3317) + '\055' + '\070'))(wSiB_OuMoqkm), xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'c\x0c\xa9+/cpn~'), chr(0b1011010 + 0o12) + chr(0b111001 + 0o54) + chr(0b101001 + 0o72) + '\157' + chr(100) + '\x65')(chr(0b1100100 + 0o21) + chr(116) + chr(0b100110 + 0o100) + '\x2d' + chr(237 - 181)))(negative_slope=0.1, inplace=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100 + 0o55), 8)))
|
fastai/fastai
|
fastai/vision/models/darknet.py
|
Darknet.make_group_layer
|
def make_group_layer(self, ch_in:int, num_blocks:int, stride:int=1):
"starts with conv layer - `ch_in` channels in - then has `num_blocks` `ResLayer`"
return [conv_bn_lrelu(ch_in, ch_in*2,stride=stride)
] + [(ResLayer(ch_in*2)) for i in range(num_blocks)]
|
python
|
def make_group_layer(self, ch_in:int, num_blocks:int, stride:int=1):
"starts with conv layer - `ch_in` channels in - then has `num_blocks` `ResLayer`"
return [conv_bn_lrelu(ch_in, ch_in*2,stride=stride)
] + [(ResLayer(ch_in*2)) for i in range(num_blocks)]
|
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starts with conv layer - `ch_in` channels in - then has `num_blocks` `ResLayer`
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/models/darknet.py#L24-L27
|
train
|
starts with conv layer - ch_in channels in - then has num_blocks ResLayer
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1462 - 1412) + chr(52), 37130 - 37122), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110000) + chr(1965 - 1911), 33977 - 33969), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(168 - 118) + chr(0b110111) + chr(0b11111 + 0o21), 43017 - 43009), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\063' + chr(0b101110 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(1633 - 1585) + '\157' + '\x31' + chr(0b110011), 40022 - 40014), ehT0Px3KOsy9(chr(1818 - 1770) + '\x6f' + chr(0b110010) + '\x30' + chr(54), 32416 - 32408), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(6991 - 6880) + chr(0b110011) + '\x33' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x32' + chr(0b100011 + 0o24), 0o10), ehT0Px3KOsy9(chr(619 - 571) + chr(111) + chr(2244 - 2195) + chr(2591 - 2538) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(48) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o51) + chr(51) + '\x33', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\x31' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101101 + 0o2) + chr(0b101011 + 0o12) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(646 - 595) + chr(50) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10001 + 0o41) + chr(2349 - 2300), 33688 - 33680), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101010 + 0o11) + chr(51) + chr(0b11100 + 0o27), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(54) + chr(1258 - 1207), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b1011 + 0o47) + chr(48) + chr(1333 - 1285), 11672 - 11664), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b1001 + 0o56) + chr(1310 - 1257), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110111) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x36' + '\x36', 2008 - 2000), ehT0Px3KOsy9(chr(0b110000) + chr(500 - 389) + '\062' + '\x31' + chr(0b110010), 31586 - 31578), ehT0Px3KOsy9(chr(0b110000) + chr(0b101010 + 0o105) + '\x32' + chr(51) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(869 - 815) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1664 - 1615) + chr(53) + chr(1341 - 1289), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b1000 + 0o52) + '\x33', 8), ehT0Px3KOsy9(chr(2273 - 2225) + chr(111) + chr(1121 - 1072) + '\063' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(52) + chr(1206 - 1155), 0b1000), ehT0Px3KOsy9(chr(2269 - 2221) + chr(0b1101111) + '\062' + chr(1472 - 1418) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11011 + 0o27) + chr(0b101000 + 0o11) + '\x31', 61482 - 61474), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101001 + 0o6) + '\x31' + chr(52) + '\063', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b1010 + 0o46) + '\061', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + '\x32' + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(920 - 872) + chr(111) + '\x31' + chr(0b110101) + chr(1162 - 1112), 8), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(1332 - 1282) + chr(0b11111 + 0o21) + chr(2160 - 2109), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110111) + chr(449 - 397), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + '\x32' + chr(48) + chr(1586 - 1532), 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101001 + 0o6) + chr(1787 - 1736) + chr(1255 - 1202) + chr(0b110111), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(1118 - 1007) + chr(53) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b':'), chr(100) + chr(0b1100101) + chr(99) + '\157' + '\x64' + '\145')(chr(0b1110101) + chr(0b1000100 + 0o60) + '\146' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fN0X3Wwgz56v(oVre8I6UXc3b, yOIUA9b_DhJt, azOnMTJc4Vem, VKQ5wcD30goF=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100001 + 0o20), 15290 - 15282)):
return [z7RlXEgCl8zt(yOIUA9b_DhJt, yOIUA9b_DhJt * ehT0Px3KOsy9(chr(48) + chr(0b1010000 + 0o37) + chr(97 - 47), ord("\x08")), stride=VKQ5wcD30goF)] + [fRzAtxd6ABeQ(yOIUA9b_DhJt * ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(766 - 716), 8)) for WVxHKyX45z_L in vQr8gNKaIaWE(azOnMTJc4Vem)]
|
fastai/fastai
|
fastai/collab.py
|
collab_learner
|
def collab_learner(data, n_factors:int=None, use_nn:bool=False, emb_szs:Dict[str,int]=None, layers:Collection[int]=None,
ps:Collection[float]=None, emb_drop:float=0., y_range:OptRange=None, use_bn:bool=True,
bn_final:bool=False, **learn_kwargs)->Learner:
"Create a Learner for collaborative filtering on `data`."
emb_szs = data.get_emb_szs(ifnone(emb_szs, {}))
u,m = data.train_ds.x.classes.values()
if use_nn: model = EmbeddingNN(emb_szs=emb_szs, layers=layers, ps=ps, emb_drop=emb_drop, y_range=y_range,
use_bn=use_bn, bn_final=bn_final, **learn_kwargs)
else: model = EmbeddingDotBias(n_factors, len(u), len(m), y_range=y_range)
return CollabLearner(data, model, **learn_kwargs)
|
python
|
def collab_learner(data, n_factors:int=None, use_nn:bool=False, emb_szs:Dict[str,int]=None, layers:Collection[int]=None,
ps:Collection[float]=None, emb_drop:float=0., y_range:OptRange=None, use_bn:bool=True,
bn_final:bool=False, **learn_kwargs)->Learner:
"Create a Learner for collaborative filtering on `data`."
emb_szs = data.get_emb_szs(ifnone(emb_szs, {}))
u,m = data.train_ds.x.classes.values()
if use_nn: model = EmbeddingNN(emb_szs=emb_szs, layers=layers, ps=ps, emb_drop=emb_drop, y_range=y_range,
use_bn=use_bn, bn_final=bn_final, **learn_kwargs)
else: model = EmbeddingDotBias(n_factors, len(u), len(m), y_range=y_range)
return CollabLearner(data, model, **learn_kwargs)
|
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] |
Create a Learner for collaborative filtering on `data`.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/collab.py#L98-L107
|
train
|
Create a Learner for collaborative filtering on data.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1221 - 1173) + chr(9917 - 9806) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b110100) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110100) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1001 + 0o51) + chr(1336 - 1282) + '\065', 49571 - 49563), ehT0Px3KOsy9(chr(48) + chr(8819 - 8708) + '\x31' + '\x33' + chr(0b10000 + 0o46), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1524 - 1473) + chr(0b110100) + chr(0b110101 + 0o1), 8), ehT0Px3KOsy9(chr(1768 - 1720) + '\x6f' + chr(2850 - 2795) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1381 - 1333) + chr(0b1001000 + 0o47) + '\x31' + '\x33' + chr(0b110100 + 0o3), 40441 - 40433), ehT0Px3KOsy9(chr(0b110000) + chr(10475 - 10364) + '\x32' + chr(0b11111 + 0o24) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4897 - 4786) + chr(51) + chr(1199 - 1151) + chr(2686 - 2634), 32035 - 32027), ehT0Px3KOsy9(chr(2151 - 2103) + chr(111) + chr(0b11110 + 0o25) + chr(164 - 113) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b10011 + 0o37) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111 + 0o0) + chr(0b110010) + '\x33' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(0b110010) + '\067' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110011) + '\062' + chr(2071 - 2023), 0o10), ehT0Px3KOsy9(chr(2178 - 2130) + chr(0b1101111) + chr(742 - 693) + chr(0b11011 + 0o33) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(10897 - 10786) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(8771 - 8660) + '\x32' + chr(0b101010 + 0o15), 42210 - 42202), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(49) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(3979 - 3868) + chr(49) + chr(0b110101) + chr(0b110011 + 0o4), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(0b110011) + chr(0b10100 + 0o40) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(374 - 263) + chr(113 - 64) + chr(53) + '\060', 14439 - 14431), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x36' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b110000), 3682 - 3674), ehT0Px3KOsy9('\x30' + chr(0b1011111 + 0o20) + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + '\x32' + chr(54) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + chr(49) + chr(50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + chr(0b110011) + '\x37' + '\062', 59988 - 59980), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x31' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(1386 - 1335) + chr(266 - 214), 62144 - 62136), ehT0Px3KOsy9(chr(774 - 726) + '\157' + '\x32' + chr(53) + chr(0b100011 + 0o15), 44426 - 44418), ehT0Px3KOsy9(chr(1929 - 1881) + '\157' + '\x32' + '\067' + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(906 - 857) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1101 + 0o45) + chr(0b110101) + chr(552 - 504), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\067' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + '\067' + chr(53), 51532 - 51524), ehT0Px3KOsy9(chr(2237 - 2189) + '\x6f' + '\061' + chr(0b10101 + 0o34) + '\x37', 0o10), ehT0Px3KOsy9(chr(928 - 880) + chr(0b1101 + 0o142) + '\x32' + chr(1459 - 1410) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\064' + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b111100 + 0o63) + chr(268 - 217) + '\x31' + chr(0b110100), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\065' + chr(845 - 797), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b','), '\x64' + chr(0b1001101 + 0o30) + chr(0b1100011) + chr(0b1011010 + 0o25) + '\x64' + chr(101))(chr(6866 - 6749) + '\x74' + chr(102) + chr(544 - 499) + chr(774 - 718)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oUvfl7BVQQpD(ULnjp6D6efFH, FW5oZ44RT5ga=None, fbwTpeY2K0Gj=ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + chr(0b110000), 0o10), hL28s36IF3WT=None, sGi5Aql23May=None, ZHRQMbqSJ1vg=None, HTm5dZTKf3dM=0.0, CXUrdllomOcE=None, kI8HveFPqOew=ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + '\x31', 8), msUhZqN9zG1l=ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(48), 8), **NONyM6I_BiDH) -> jpqoM0mG1T9j:
hL28s36IF3WT = ULnjp6D6efFH.get_emb_szs(LZcHOm_c0BYj(hL28s36IF3WT, {}))
(SkdK71rGR8E7, r8ufID9JCHnI) = ULnjp6D6efFH.train_ds.x.classes.SPnCNu54H1db()
if fbwTpeY2K0Gj:
FK0vqzZ5gPN6 = xqGnZKRh88Aw(emb_szs=hL28s36IF3WT, layers=sGi5Aql23May, ps=ZHRQMbqSJ1vg, emb_drop=HTm5dZTKf3dM, y_range=CXUrdllomOcE, use_bn=kI8HveFPqOew, bn_final=msUhZqN9zG1l, **NONyM6I_BiDH)
else:
FK0vqzZ5gPN6 = wJsqLPnDfn5O(FW5oZ44RT5ga, c2A0yzQpDQB3(SkdK71rGR8E7), c2A0yzQpDQB3(r8ufID9JCHnI), y_range=CXUrdllomOcE)
return ljVeZmYVQYTr(ULnjp6D6efFH, FK0vqzZ5gPN6, **NONyM6I_BiDH)
|
fastai/fastai
|
fastai/collab.py
|
CollabDataBunch.from_df
|
def from_df(cls, ratings:DataFrame, valid_pct:float=0.2, user_name:Optional[str]=None, item_name:Optional[str]=None,
rating_name:Optional[str]=None, test:DataFrame=None, seed:int=None, path:PathOrStr='.', bs:int=64,
val_bs:int=None, num_workers:int=defaults.cpus, dl_tfms:Optional[Collection[Callable]]=None,
device:torch.device=None, collate_fn:Callable=data_collate, no_check:bool=False) -> 'CollabDataBunch':
"Create a `DataBunch` suitable for collaborative filtering from `ratings`."
user_name = ifnone(user_name, ratings.columns[0])
item_name = ifnone(item_name, ratings.columns[1])
rating_name = ifnone(rating_name,ratings.columns[2])
cat_names = [user_name,item_name]
src = (CollabList.from_df(ratings, cat_names=cat_names, procs=Categorify)
.split_by_rand_pct(valid_pct=valid_pct, seed=seed).label_from_df(cols=rating_name))
if test is not None: src.add_test(CollabList.from_df(test, cat_names=cat_names))
return src.databunch(path=path, bs=bs, val_bs=val_bs, num_workers=num_workers, device=device,
collate_fn=collate_fn, no_check=no_check)
|
python
|
def from_df(cls, ratings:DataFrame, valid_pct:float=0.2, user_name:Optional[str]=None, item_name:Optional[str]=None,
rating_name:Optional[str]=None, test:DataFrame=None, seed:int=None, path:PathOrStr='.', bs:int=64,
val_bs:int=None, num_workers:int=defaults.cpus, dl_tfms:Optional[Collection[Callable]]=None,
device:torch.device=None, collate_fn:Callable=data_collate, no_check:bool=False) -> 'CollabDataBunch':
"Create a `DataBunch` suitable for collaborative filtering from `ratings`."
user_name = ifnone(user_name, ratings.columns[0])
item_name = ifnone(item_name, ratings.columns[1])
rating_name = ifnone(rating_name,ratings.columns[2])
cat_names = [user_name,item_name]
src = (CollabList.from_df(ratings, cat_names=cat_names, procs=Categorify)
.split_by_rand_pct(valid_pct=valid_pct, seed=seed).label_from_df(cols=rating_name))
if test is not None: src.add_test(CollabList.from_df(test, cat_names=cat_names))
return src.databunch(path=path, bs=bs, val_bs=val_bs, num_workers=num_workers, device=device,
collate_fn=collate_fn, no_check=no_check)
|
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] |
Create a `DataBunch` suitable for collaborative filtering from `ratings`.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/collab.py#L55-L68
|
train
|
Create a DataBunch suitable for collaborative filtering from ratings.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(52) + '\066', 33258 - 33250), ehT0Px3KOsy9(chr(48) + chr(111) + chr(52) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2008 - 1959) + chr(2175 - 2122) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + '\x32' + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10010 + 0o37) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001 + 0o0) + chr(0b110100) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(53) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2135 - 2084) + '\067' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110100) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2688 - 2636) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110010) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + chr(0b10001 + 0o43) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(408 - 354) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(380 - 331) + chr(52) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(1870 - 1819) + chr(0b10011 + 0o44) + '\061', 3626 - 3618), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110000 + 0o2) + '\062', 8), ehT0Px3KOsy9(chr(1835 - 1787) + chr(0b1010001 + 0o36) + '\x33' + chr(0b110000) + chr(51), 60204 - 60196), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b1011 + 0o47) + chr(54) + chr(0b110110), 60199 - 60191), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110000) + '\x31', 54948 - 54940), ehT0Px3KOsy9(chr(743 - 695) + '\157' + chr(49) + chr(49) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\065' + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(68 - 17) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(0b110001) + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(730 - 680) + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(52) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(4008 - 3897) + chr(0b0 + 0o61) + '\x30' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(659 - 608) + chr(2547 - 2494) + chr(49), 0b1000), ehT0Px3KOsy9(chr(58 - 10) + chr(0b1101111) + chr(0b1111 + 0o43) + chr(0b110010) + chr(0b1011 + 0o54), 0o10), ehT0Px3KOsy9(chr(48) + chr(7954 - 7843) + chr(0b100101 + 0o15) + chr(0b1111 + 0o41) + '\066', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110110), 25820 - 25812), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o2) + '\066' + chr(0b111 + 0o51), 21842 - 21834), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110000) + chr(1136 - 1085), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(7114 - 7003) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(181 - 133) + chr(0b1101111) + chr(49) + '\061' + '\060', 57777 - 57769), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110100) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x36' + chr(0b110011), 21162 - 21154), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b11010 + 0o32) + chr(1951 - 1897), 38820 - 38812), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110) + chr(2447 - 2394), 22308 - 22300), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b10101 + 0o40) + '\063', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1784 - 1731) + chr(1978 - 1930), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x08'), chr(0b1001000 + 0o34) + chr(0b1000101 + 0o40) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(259 - 143) + '\146' + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HM_BS07bPmKD(NSstowUUZlxS, _rwev51_AfUK, tlnpDdjw94k8=0.2, Pw1TGJGL9wcP=None, zyyF8MaHHT6Q=None, lcu52y__ALpt=None, o1nnuQUCchP4=None, cEhryM0YPR0h=None, EaCjyhZptSer=xafqLlk3kkUe(SXOLrMavuUCe(b'\x08'), '\144' + '\145' + chr(99) + chr(6574 - 6463) + chr(0b1001000 + 0o34) + '\x65')(chr(117) + chr(7791 - 7675) + chr(0b1100110) + chr(0b11000 + 0o25) + chr(56)), SfegzJB3EFQO=ehT0Px3KOsy9('\060' + chr(671 - 560) + '\061' + chr(1995 - 1947) + chr(1892 - 1844), ord("\x08")), n5kUKVSVJnbT=None, c1aWEsj_NmYg=xafqLlk3kkUe(sRkYTJirQlN8, xafqLlk3kkUe(SXOLrMavuUCe(b'EU\x1b\xc2'), chr(100) + '\145' + chr(2397 - 2298) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1000101 + 0o60) + '\164' + '\146' + '\x2d' + chr(1638 - 1582))), aNZmKhRjAZqS=None, v9dZPx26KxBP=None, U7_vi3Fx7yT6=PQric3jolzYP, scersYnK1ZCG=ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + '\x30', 0b1000)) -> xafqLlk3kkUe(SXOLrMavuUCe(b'eJ\x02\xddn\x03j\x9fV@\x10\xdeJ\x12\n'), chr(100) + chr(0b1100101) + chr(0b101000 + 0o73) + chr(6410 - 6299) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(9240 - 9138) + '\x2d' + chr(56)):
Pw1TGJGL9wcP = LZcHOm_c0BYj(Pw1TGJGL9wcP, _rwev51_AfUK.qKlXBtn3PKy4[ehT0Px3KOsy9(chr(2249 - 2201) + '\x6f' + '\060', 8)])
zyyF8MaHHT6Q = LZcHOm_c0BYj(zyyF8MaHHT6Q, _rwev51_AfUK.qKlXBtn3PKy4[ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b1100 + 0o45), 0b1000)])
lcu52y__ALpt = LZcHOm_c0BYj(lcu52y__ALpt, _rwev51_AfUK.qKlXBtn3PKy4[ehT0Px3KOsy9(chr(0b110000) + chr(0b10101 + 0o132) + chr(497 - 447), 0b1000)])
CrFqeB55EHkI = [Pw1TGJGL9wcP, zyyF8MaHHT6Q]
SBY5QklkRnQv = gX0MrTbuKNxQ.from_df(_rwev51_AfUK, cat_names=CrFqeB55EHkI, procs=mTf6NvgHSnq2).split_by_rand_pct(valid_pct=tlnpDdjw94k8, seed=cEhryM0YPR0h).label_from_df(cols=lcu52y__ALpt)
if o1nnuQUCchP4 is not None:
xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'GA\n\xee{\x04]\x8a'), chr(100) + chr(4311 - 4210) + chr(0b1100011) + chr(0b11110 + 0o121) + '\144' + '\145')(chr(0b1110101) + '\164' + '\146' + '\x2d' + chr(3000 - 2944)))(xafqLlk3kkUe(gX0MrTbuKNxQ, xafqLlk3kkUe(SXOLrMavuUCe(b'@W\x01\xdcP\x05H'), '\x64' + '\145' + '\x63' + '\x6f' + chr(2670 - 2570) + chr(0b1100101))(chr(0b1011 + 0o152) + chr(0b1110100) + '\x66' + '\055' + chr(2621 - 2565)))(o1nnuQUCchP4, cat_names=CrFqeB55EHkI))
return xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'BD\x1a\xd0m\x14@\x9dJ'), chr(6747 - 6647) + '\145' + chr(99) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1010001 + 0o44) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(0b11001 + 0o37)))(path=EaCjyhZptSer, bs=SfegzJB3EFQO, val_bs=n5kUKVSVJnbT, num_workers=c1aWEsj_NmYg, device=v9dZPx26KxBP, collate_fn=U7_vi3Fx7yT6, no_check=scersYnK1ZCG)
|
fastai/fastai
|
fastai/collab.py
|
CollabLearner.get_idx
|
def get_idx(self, arr:Collection, is_item:bool=True):
"Fetch item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)"
m = self.model.eval().cpu()
requires_grad(m,False)
u_class,i_class = self.data.train_ds.x.classes.values()
classes = i_class if is_item else u_class
c2i = {v:k for k,v in enumerate(classes)}
try: return tensor([c2i[o] for o in arr])
except Exception as e:
print(f"""You're trying to access {'an item' if is_item else 'a user'} that isn't in the training data.
If it was in your original data, it may have been split such that it's only in the validation set now.""")
|
python
|
def get_idx(self, arr:Collection, is_item:bool=True):
"Fetch item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)"
m = self.model.eval().cpu()
requires_grad(m,False)
u_class,i_class = self.data.train_ds.x.classes.values()
classes = i_class if is_item else u_class
c2i = {v:k for k,v in enumerate(classes)}
try: return tensor([c2i[o] for o in arr])
except Exception as e:
print(f"""You're trying to access {'an item' if is_item else 'a user'} that isn't in the training data.
If it was in your original data, it may have been split such that it's only in the validation set now.""")
|
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")"
] |
Fetch item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/collab.py#L72-L82
|
train
|
Fetch item or user for all in arr. (Set model to cpu and no grad.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\x31' + chr(1376 - 1325), 0o10), ehT0Px3KOsy9(chr(1072 - 1024) + chr(0b11101 + 0o122) + chr(51) + chr(0b110100) + '\x34', 0o10), ehT0Px3KOsy9(chr(294 - 246) + chr(7316 - 7205) + '\063' + chr(0b110111) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(324 - 276) + chr(0b1101111) + chr(49) + chr(0b11010 + 0o31) + chr(681 - 627), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b110011) + '\x37' + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + '\061' + chr(337 - 287) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(261 - 213) + '\157' + '\063' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7145 - 7034) + '\x32' + chr(2080 - 2027) + chr(0b110011 + 0o4), 13361 - 13353), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110100) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\063' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1643 - 1595) + chr(0b1101111) + chr(0b110001) + chr(0b101111 + 0o6) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(49) + '\x33' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b110001) + chr(1753 - 1698) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\x31' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1010111 + 0o30) + chr(50) + chr(53), 42821 - 42813), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(260 - 211) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b1010 + 0o51) + '\064' + chr(55), 48427 - 48419), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(9158 - 9047) + '\061' + chr(49) + chr(0b11001 + 0o33), 8), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(2316 - 2265) + chr(0b101110 + 0o10) + chr(1596 - 1542), 49068 - 49060), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1110 + 0o141) + chr(0b10010 + 0o40) + chr(0b11001 + 0o27) + chr(0b1011 + 0o46), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110111) + chr(1736 - 1683), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(1725 - 1677) + '\x35', 0b1000), ehT0Px3KOsy9(chr(181 - 133) + '\x6f' + chr(0b110011) + '\x34' + '\x34', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o34) + chr(0b110000 + 0o3) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(1873 - 1822) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(4215 - 4104) + '\063' + '\064' + chr(696 - 647), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8884 - 8773) + chr(2459 - 2405) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\067' + chr(0b111 + 0o53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + '\x33' + chr(54) + chr(770 - 721), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + chr(0b11111 + 0o24) + chr(53) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(49) + chr(0b110100) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110010) + chr(49), 25008 - 25000), ehT0Px3KOsy9(chr(1376 - 1328) + '\157' + chr(51) + '\065' + '\064', 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b1000 + 0o51) + '\061', 13157 - 13149), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1100110 + 0o11) + chr(50) + '\061' + chr(0b10001 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1001 + 0o52) + chr(0b110101) + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1000100 + 0o53) + chr(55) + chr(50), 44175 - 44167), ehT0Px3KOsy9(chr(1785 - 1737) + '\157' + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(7303 - 7192) + '\x33' + chr(0b110110) + '\x36', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\065' + '\x30', 61658 - 61650)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'%'), chr(0b1000001 + 0o43) + chr(0b1100101) + chr(99) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(116) + '\x66' + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tBK44__4fBCy(oVre8I6UXc3b, ZxkNvNvuRNy5, BcSCxLp82Gds=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 0b1000)):
r8ufID9JCHnI = oVre8I6UXc3b.model.eval().cpu()
MdYc3oJmyCIg(r8ufID9JCHnI, ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(11214 - 11103) + chr(48), ord("\x08")))
(zi12zh_kagId, RzUQsJhics0x) = oVre8I6UXc3b.data.train_ds.x.classes.SPnCNu54H1db()
anO3bg2_hMSE = RzUQsJhics0x if BcSCxLp82Gds else zi12zh_kagId
KMSWS4VQpGmu = {cMbll0QYhULo: OolUPRJhRaJd for (OolUPRJhRaJd, cMbll0QYhULo) in YlkZvXL8qwsX(anO3bg2_hMSE)}
try:
return LK3cpXJU3UM0([KMSWS4VQpGmu[gb6ab8SSTLgq] for gb6ab8SSTLgq in ZxkNvNvuRNy5])
except jLmadlzMdunT as GlnVAPeT6CUe:
zLUzGokYBM2Z(f"You're trying to access {(chr(6840 - 6743) + chr(4464 - 4354) + chr(880 - 848) + chr(8535 - 8430) + chr(0b1110100) + chr(101) + chr(0b1011111 + 0o16) if BcSCxLp82Gds else chr(0b1100001) + chr(251 - 219) + chr(4026 - 3909) + chr(2828 - 2713) + chr(101) + chr(114))} that isn't in the training data.\n If it was in your original data, it may have been split such that it's only in the validation set now.")
|
fastai/fastai
|
fastai/collab.py
|
CollabLearner.bias
|
def bias(self, arr:Collection, is_item:bool=True):
"Bias for item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)"
idx = self.get_idx(arr, is_item)
m = self.model
layer = m.i_bias if is_item else m.u_bias
return layer(idx).squeeze()
|
python
|
def bias(self, arr:Collection, is_item:bool=True):
"Bias for item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)"
idx = self.get_idx(arr, is_item)
m = self.model
layer = m.i_bias if is_item else m.u_bias
return layer(idx).squeeze()
|
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Bias for item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/collab.py#L84-L89
|
train
|
Bias for item or user for all in arr. ( Set model to cpu and no grad.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110101) + '\x34', 35372 - 35364), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2007 - 1958) + chr(0b10001 + 0o42) + chr(0b101100 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + '\061' + '\063' + chr(0b11 + 0o56), 7813 - 7805), ehT0Px3KOsy9(chr(0b110000) + chr(7980 - 7869) + chr(1011 - 960) + chr(53) + chr(0b11011 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + '\x31' + chr(0b0 + 0o62) + '\x35', 0o10), ehT0Px3KOsy9(chr(928 - 880) + chr(111) + '\062' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9753 - 9642) + '\x32' + '\064' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110110) + chr(1932 - 1880), 25896 - 25888), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11100 + 0o27) + chr(0b10111 + 0o36) + '\x37', 25568 - 25560), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x35' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(1663 - 1613) + '\064' + '\x31', 611 - 603), ehT0Px3KOsy9(chr(50 - 2) + chr(0b1101111) + '\061' + chr(1189 - 1135) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(147 - 97) + chr(55), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(317 - 269) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(50) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11110 + 0o26) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7524 - 7413) + chr(51) + chr(55) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x33' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1011010 + 0o25) + chr(1920 - 1871) + '\x31' + '\066', 23903 - 23895), ehT0Px3KOsy9(chr(48) + chr(6141 - 6030) + '\063' + chr(0b11110 + 0o23), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\063' + chr(0b1001 + 0o53), 8), ehT0Px3KOsy9(chr(744 - 696) + chr(0b1011100 + 0o23) + chr(1644 - 1594) + '\x31' + chr(0b101011 + 0o11), 24620 - 24612), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1010 + 0o145) + '\063' + chr(0b110111) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + chr(0b100011 + 0o20) + chr(365 - 312) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + '\063' + '\x30' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b110001) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(49) + chr(2056 - 2007), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(4971 - 4860) + chr(49) + chr(0b110101) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(2209 - 2155) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o32) + chr(0b110101), 8), ehT0Px3KOsy9(chr(2156 - 2108) + '\x6f' + chr(0b11001 + 0o30) + chr(2363 - 2312) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + chr(4590 - 4479) + '\061' + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b1011 + 0o52) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2565 - 2510), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(1782 - 1732) + '\x33' + '\x32', 55828 - 55820), ehT0Px3KOsy9(chr(48) + chr(1591 - 1480) + chr(2073 - 2024) + chr(51) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(50) + chr(0b10011 + 0o35), 39911 - 39903), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b11001 + 0o27) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(0b110011) + chr(2630 - 2577) + chr(1133 - 1078), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110111) + '\x35', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + '\x30', 35709 - 35701)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(100) + chr(0b101000 + 0o75) + '\143' + '\157' + chr(100) + chr(0b1100101))(chr(6995 - 6878) + chr(116) + chr(10150 - 10048) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def IKTrMTySqz10(oVre8I6UXc3b, ZxkNvNvuRNy5, BcSCxLp82Gds=ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1111 + 0o140) + '\x31', 0b1000)):
YlqusYB6InkM = oVre8I6UXc3b.get_idx(ZxkNvNvuRNy5, BcSCxLp82Gds)
r8ufID9JCHnI = oVre8I6UXc3b.FK0vqzZ5gPN6
wgamNHppspXj = r8ufID9JCHnI.i_bias if BcSCxLp82Gds else r8ufID9JCHnI.u_bias
return xafqLlk3kkUe(wgamNHppspXj(YlqusYB6InkM), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f/,\x880m\xc5'), chr(0b11 + 0o141) + chr(101) + '\143' + chr(0b100100 + 0o113) + chr(4249 - 4149) + '\x65')('\165' + '\164' + chr(975 - 873) + '\055' + chr(0b111000)))()
|
fastai/fastai
|
fastai/collab.py
|
CollabLearner.weight
|
def weight(self, arr:Collection, is_item:bool=True):
"Bias for item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)"
idx = self.get_idx(arr, is_item)
m = self.model
layer = m.i_weight if is_item else m.u_weight
return layer(idx)
|
python
|
def weight(self, arr:Collection, is_item:bool=True):
"Bias for item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)"
idx = self.get_idx(arr, is_item)
m = self.model
layer = m.i_weight if is_item else m.u_weight
return layer(idx)
|
[
"def",
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",",
"arr",
":",
"Collection",
",",
"is_item",
":",
"bool",
"=",
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")",
":",
"idx",
"=",
"self",
".",
"get_idx",
"(",
"arr",
",",
"is_item",
")",
"m",
"=",
"self",
".",
"model",
"layer",
"=",
"m",
".",
"i_weight",
"if",
"is_item",
"else",
"m",
".",
"u_weight",
"return",
"layer",
"(",
"idx",
")"
] |
Bias for item or user (based on `is_item`) for all in `arr`. (Set model to `cpu` and no grad.)
|
[
"Bias",
"for",
"item",
"or",
"user",
"(",
"based",
"on",
"is_item",
")",
"for",
"all",
"in",
"arr",
".",
"(",
"Set",
"model",
"to",
"cpu",
"and",
"no",
"grad",
".",
")"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/collab.py#L91-L96
|
train
|
Bias for item or user for all in arr. ( Set model to cpu and no grad.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + chr(563 - 514) + '\060' + chr(0b1001 + 0o54), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(757 - 707) + chr(0b110010) + '\065', 10330 - 10322), ehT0Px3KOsy9('\x30' + '\157' + chr(2147 - 2096) + chr(0b110010) + chr(0b101010 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1455 - 1405) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b11000 + 0o31) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110101) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x32' + chr(0b110000) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + '\062' + chr(947 - 893) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(0b1010 + 0o47) + '\062' + '\066', 25787 - 25779), ehT0Px3KOsy9(chr(1343 - 1295) + '\x6f' + chr(0b110010) + chr(0b110111) + chr(55), 11884 - 11876), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b1010 + 0o53) + chr(49), 19217 - 19209), ehT0Px3KOsy9(chr(1505 - 1457) + chr(7644 - 7533) + chr(49) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(520 - 470) + chr(676 - 625) + chr(379 - 325), 30934 - 30926), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(201 - 148) + chr(53), 44355 - 44347), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\064' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(1607 - 1559) + chr(0b101011 + 0o13), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110011) + chr(0b11 + 0o64), 0o10), ehT0Px3KOsy9(chr(1130 - 1082) + chr(111) + chr(49) + chr(1218 - 1167) + chr(0b10011 + 0o37), 29762 - 29754), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(230 - 182) + '\157' + '\x32' + chr(0b110000) + chr(1498 - 1446), 65043 - 65035), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + '\x32' + chr(0b100001 + 0o22), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(55) + chr(0b1100 + 0o46), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010 + 0o2) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(53) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(344 - 294) + chr(436 - 388), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3854 - 3743) + chr(0b110001) + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b11010 + 0o34) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2117 - 2065) + chr(53), 29191 - 29183), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(55) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\061' + chr(581 - 528), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b100011 + 0o23) + chr(0b11101 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1000010 + 0o55) + chr(711 - 662) + chr(0b1000 + 0o51) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + chr(0b10001 + 0o42) + chr(2353 - 2304) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(11898 - 11787) + '\x33' + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(2211 - 2163) + chr(0b1010 + 0o145) + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b1001 + 0o47), 8), ehT0Px3KOsy9(chr(2236 - 2188) + chr(0b1101111) + chr(0b110010) + chr(0b110110) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(0b110001) + chr(0b101111 + 0o2) + chr(0b11100 + 0o24), 14821 - 14813), ehT0Px3KOsy9(chr(48) + chr(4753 - 4642) + chr(0b100001 + 0o21) + '\065' + '\x31', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101) + chr(0b10000 + 0o40), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'k'), '\144' + '\145' + chr(99) + '\x6f' + chr(0b10001 + 0o123) + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(119 - 74) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def C0mVSPj6WjvB(oVre8I6UXc3b, ZxkNvNvuRNy5, BcSCxLp82Gds=ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061', ord("\x08"))):
YlqusYB6InkM = oVre8I6UXc3b.get_idx(ZxkNvNvuRNy5, BcSCxLp82Gds)
r8ufID9JCHnI = oVre8I6UXc3b.FK0vqzZ5gPN6
wgamNHppspXj = r8ufID9JCHnI.i_weight if BcSCxLp82Gds else r8ufID9JCHnI.u_weight
return wgamNHppspXj(YlqusYB6InkM)
|
fastai/fastai
|
old/fastai/structured.py
|
draw_tree
|
def draw_tree(t, df, size=10, ratio=0.6, precision=0):
""" Draws a representation of a random forest in IPython.
Parameters:
-----------
t: The tree you wish to draw
df: The data used to train the tree. This is used to get the names of the features.
"""
s=export_graphviz(t, out_file=None, feature_names=df.columns, filled=True,
special_characters=True, rotate=True, precision=precision)
IPython.display.display(graphviz.Source(re.sub('Tree {',
f'Tree {{ size={size}; ratio={ratio}', s)))
|
python
|
def draw_tree(t, df, size=10, ratio=0.6, precision=0):
""" Draws a representation of a random forest in IPython.
Parameters:
-----------
t: The tree you wish to draw
df: The data used to train the tree. This is used to get the names of the features.
"""
s=export_graphviz(t, out_file=None, feature_names=df.columns, filled=True,
special_characters=True, rotate=True, precision=precision)
IPython.display.display(graphviz.Source(re.sub('Tree {',
f'Tree {{ size={size}; ratio={ratio}', s)))
|
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Draws a representation of a random forest in IPython.
Parameters:
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t: The tree you wish to draw
df: The data used to train the tree. This is used to get the names of the features.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L21-L31
|
train
|
Draw a representation of a random forest in IPython.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(1667 - 1616) + chr(0b110000) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100111 + 0o13), 26406 - 26398), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(6814 - 6703) + chr(1222 - 1171) + chr(53) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\062' + chr(0b110110) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(2311 - 2262) + '\x32' + chr(51), 32022 - 32014), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(356 - 307) + chr(53) + chr(54), 4396 - 4388), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b101110 + 0o11) + chr(0b110001), 55918 - 55910), ehT0Px3KOsy9(chr(1544 - 1496) + '\x6f' + chr(0b10001 + 0o40) + chr(0b1011 + 0o54) + chr(49), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(111 - 61) + '\x30', 38805 - 38797), ehT0Px3KOsy9(chr(48) + '\157' + '\x34' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + '\060', 57008 - 57000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1010001 + 0o36) + chr(49) + chr(49) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(10171 - 10060) + chr(0b10011 + 0o37) + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1100 + 0o51) + '\066', 31485 - 31477), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(51) + '\x35' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1619 - 1571) + chr(5775 - 5664) + chr(0b101110 + 0o3) + chr(1581 - 1533), 0o10), ehT0Px3KOsy9(chr(1149 - 1101) + chr(0b1101111) + chr(0b1000 + 0o57) + chr(1149 - 1100), 51496 - 51488), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + '\063' + chr(0b101101 + 0o3) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(9682 - 9571) + '\x32' + '\066' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(645 - 597) + chr(0b110011), 59305 - 59297), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + chr(0b110100) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(1437 - 1389) + chr(111) + chr(0b110010) + chr(1534 - 1484) + '\060', 0b1000), ehT0Px3KOsy9(chr(1031 - 983) + '\x6f' + '\063' + chr(1709 - 1660) + chr(945 - 897), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(244 - 194) + chr(0b110111) + chr(0b100011 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1111 + 0o42) + chr(0b100101 + 0o17) + chr(48), 20783 - 20775), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b110111) + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x30' + chr(52), 25664 - 25656), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10110 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(55) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + '\x35' + chr(1241 - 1188), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b100110 + 0o15) + chr(0b101011 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b100011 + 0o114) + chr(1650 - 1601) + '\065' + '\066', 8), ehT0Px3KOsy9('\x30' + chr(4084 - 3973) + chr(0b110110) + chr(1650 - 1599), 42361 - 42353), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + chr(0b110101), 29667 - 29659), ehT0Px3KOsy9(chr(576 - 528) + chr(111) + chr(0b1000 + 0o51) + chr(2275 - 2226) + '\061', 48637 - 48629), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101000 + 0o11) + chr(0b100 + 0o56) + chr(0b110000), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(1153 - 1104), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b100100 + 0o17) + '\x34' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(1064 - 953) + chr(0b110100) + chr(1120 - 1071), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b110101) + chr(0b110100), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xee'), chr(0b101110 + 0o66) + chr(0b1100101) + '\143' + chr(2210 - 2099) + chr(8793 - 8693) + chr(0b1001111 + 0o26))('\165' + '\164' + '\146' + '\055' + chr(0b11011 + 0o35)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def bJp1iwqftKHj(YeT3l7JgTbWR, aVhM9WzaWXU5, NLcc3BCJnQka=ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(2119 - 2070) + chr(208 - 158), 23718 - 23710), pyiPBPsXZj35=0.6, gX1fbCVtNNXn=ehT0Px3KOsy9(chr(2096 - 2048) + chr(9457 - 9346) + chr(311 - 263), 0o10)):
vGrByMSYMp9h = Z6pFrhcpxRCq(YeT3l7JgTbWR, out_file=None, feature_names=aVhM9WzaWXU5.qKlXBtn3PKy4, filled=ehT0Px3KOsy9(chr(88 - 40) + chr(111) + '\x31', ord("\x08")), special_characters=ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b100110 + 0o111) + chr(2215 - 2166), 8), rotate=ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o47), 8), precision=gX1fbCVtNNXn)
xafqLlk3kkUe(fXZwJ51myIKw.display, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4k\x9b\xc1?\x0f\x00'), '\x64' + chr(4392 - 4291) + chr(6010 - 5911) + chr(0b110001 + 0o76) + '\x64' + chr(9645 - 9544))('\165' + chr(0b1110100) + chr(8100 - 7998) + '\x2d' + '\070'))(xafqLlk3kkUe(VU4PpsbjAzmq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93m\x9d\xc30\x0b'), chr(100) + chr(0b11001 + 0o114) + '\x63' + '\x6f' + chr(0b1100010 + 0o2) + chr(0b1100101))(chr(12819 - 12702) + chr(1164 - 1048) + '\146' + '\x2d' + chr(0b101110 + 0o12)))(xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3w\x8a'), chr(0b111000 + 0o54) + chr(0b1100101) + chr(6859 - 6760) + '\157' + '\144' + chr(8939 - 8838))(chr(2101 - 1984) + chr(0b1000 + 0o154) + chr(0b1100110) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x94p\x8d\xd4s\x15'), chr(0b1011011 + 0o11) + chr(8871 - 8770) + '\x63' + chr(0b1101111) + chr(100) + chr(161 - 60))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(800 - 755) + chr(0b100011 + 0o25)), f'Tree {{ size={NLcc3BCJnQka}; ratio={pyiPBPsXZj35}', vGrByMSYMp9h)))
|
fastai/fastai
|
old/fastai/structured.py
|
get_sample
|
def get_sample(df,n):
""" Gets a random sample of n rows from df, without replacement.
Parameters:
-----------
df: A pandas data frame, that you wish to sample from.
n: The number of rows you wish to sample.
Returns:
--------
return value: A random sample of n rows of df.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
>>> get_sample(df, 2)
col1 col2
1 2 b
2 3 a
"""
idxs = sorted(np.random.permutation(len(df))[:n])
return df.iloc[idxs].copy()
|
python
|
def get_sample(df,n):
""" Gets a random sample of n rows from df, without replacement.
Parameters:
-----------
df: A pandas data frame, that you wish to sample from.
n: The number of rows you wish to sample.
Returns:
--------
return value: A random sample of n rows of df.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
>>> get_sample(df, 2)
col1 col2
1 2 b
2 3 a
"""
idxs = sorted(np.random.permutation(len(df))[:n])
return df.iloc[idxs].copy()
|
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Gets a random sample of n rows from df, without replacement.
Parameters:
-----------
df: A pandas data frame, that you wish to sample from.
n: The number of rows you wish to sample.
Returns:
--------
return value: A random sample of n rows of df.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
>>> get_sample(df, 2)
col1 col2
1 2 b
2 3 a
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L45-L68
|
train
|
Returns a random sample of n rows from df without replacement.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(1644 - 1533) + chr(51) + '\x34' + chr(0b1111 + 0o50), 59677 - 59669), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + '\x32' + chr(1107 - 1058) + chr(51), 15209 - 15201), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1416 - 1367), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(878 - 827) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1431 - 1380) + '\066', 63760 - 63752), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110110) + '\x32', 32008 - 32000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10110 + 0o35) + chr(52) + chr(0b100100 + 0o14), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(0b110001) + chr(424 - 370) + chr(0b1101 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + '\x31' + chr(1915 - 1865) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(262 - 211) + chr(0b1100 + 0o44) + chr(1898 - 1845), 22561 - 22553), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b1011 + 0o54) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(182 - 134) + chr(0b1101111) + '\x31' + '\065' + chr(1807 - 1756), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(2088 - 1977) + chr(51) + chr(0b110111) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(2467 - 2413) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + '\x33' + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(1737 - 1688) + chr(0b100101 + 0o15) + chr(1229 - 1180), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b10111 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(2768 - 2715) + chr(0b110110), 38448 - 38440), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b110010) + chr(1700 - 1645), 37026 - 37018), ehT0Px3KOsy9('\060' + '\x6f' + chr(1274 - 1225) + '\061' + chr(0b1000 + 0o56), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + '\061' + chr(0b101111 + 0o1) + chr(1803 - 1755), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1100001 + 0o16) + chr(0b11010 + 0o34) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(52) + chr(995 - 940), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110101) + chr(0b100 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(53) + '\x32', 44257 - 44249), ehT0Px3KOsy9(chr(48) + chr(5239 - 5128) + chr(51) + chr(0b10111 + 0o32) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110 + 0o56) + chr(0b110 + 0o52), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + '\x32', 8), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x33' + chr(1780 - 1731) + chr(192 - 144), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(2335 - 2280) + chr(0b1110 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(492 - 444) + chr(111) + chr(0b101 + 0o55) + chr(55) + '\066', 34089 - 34081), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b110011) + chr(0b0 + 0o67) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100001 + 0o22) + chr(118 - 68) + chr(2228 - 2173), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + '\x31' + chr(75 - 24) + chr(0b11110 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(54) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1554 - 1506) + chr(111) + chr(301 - 249) + chr(2339 - 2284), 0o10), ehT0Px3KOsy9('\060' + chr(7074 - 6963) + chr(0b111 + 0o52) + '\060' + chr(0b100000 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x30' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x35' + '\x30', 23271 - 23263), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\x37' + '\x36', 511 - 503)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(1105 - 1052) + '\x30', 32313 - 32305)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9'), chr(5565 - 5465) + chr(0b11001 + 0o114) + chr(6773 - 6674) + chr(111) + '\144' + chr(0b1100101))(chr(839 - 722) + chr(0b1110100) + '\x66' + '\x2d' + chr(2148 - 2092)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PL6meZGJooon(aVhM9WzaWXU5, m1NkCryOw9Bx):
dTunTo9fe3fI = vUlqIvNSaRMa(WqUC3KWvYVup.random.permutation(c2A0yzQpDQB3(aVhM9WzaWXU5))[:m1NkCryOw9Bx])
return xafqLlk3kkUe(aVhM9WzaWXU5.iloc[dTunTo9fe3fI], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xecE7V\xa1\xd4\x1f%\x93I\n'), chr(5269 - 5169) + '\x65' + chr(99) + chr(0b10110 + 0o131) + '\x64' + chr(0b1100101))('\165' + '\x74' + '\x66' + chr(45) + chr(1523 - 1467)))()
|
fastai/fastai
|
old/fastai/structured.py
|
add_datepart
|
def add_datepart(df, fldname, drop=True, time=False, errors="raise"):
"""add_datepart converts a column of df from a datetime64 to many columns containing
the information from the date. This applies changes inplace.
Parameters:
-----------
df: A pandas data frame. df gain several new columns.
fldname: A string that is the name of the date column you wish to expand.
If it is not a datetime64 series, it will be converted to one with pd.to_datetime.
drop: If true then the original date column will be removed.
time: If true time features: Hour, Minute, Second will be added.
Examples:
---------
>>> df = pd.DataFrame({ 'A' : pd.to_datetime(['3/11/2000', '3/12/2000', '3/13/2000'], infer_datetime_format=False) })
>>> df
A
0 2000-03-11
1 2000-03-12
2 2000-03-13
>>> add_datepart(df, 'A')
>>> df
AYear AMonth AWeek ADay ADayofweek ADayofyear AIs_month_end AIs_month_start AIs_quarter_end AIs_quarter_start AIs_year_end AIs_year_start AElapsed
0 2000 3 10 11 5 71 False False False False False False 952732800
1 2000 3 10 12 6 72 False False False False False False 952819200
2 2000 3 11 13 0 73 False False False False False False 952905600
"""
fld = df[fldname]
fld_dtype = fld.dtype
if isinstance(fld_dtype, pd.core.dtypes.dtypes.DatetimeTZDtype):
fld_dtype = np.datetime64
if not np.issubdtype(fld_dtype, np.datetime64):
df[fldname] = fld = pd.to_datetime(fld, infer_datetime_format=True, errors=errors)
targ_pre = re.sub('[Dd]ate$', '', fldname)
attr = ['Year', 'Month', 'Week', 'Day', 'Dayofweek', 'Dayofyear',
'Is_month_end', 'Is_month_start', 'Is_quarter_end', 'Is_quarter_start', 'Is_year_end', 'Is_year_start']
if time: attr = attr + ['Hour', 'Minute', 'Second']
for n in attr: df[targ_pre + n] = getattr(fld.dt, n.lower())
df[targ_pre + 'Elapsed'] = fld.astype(np.int64) // 10 ** 9
if drop: df.drop(fldname, axis=1, inplace=True)
|
python
|
def add_datepart(df, fldname, drop=True, time=False, errors="raise"):
"""add_datepart converts a column of df from a datetime64 to many columns containing
the information from the date. This applies changes inplace.
Parameters:
-----------
df: A pandas data frame. df gain several new columns.
fldname: A string that is the name of the date column you wish to expand.
If it is not a datetime64 series, it will be converted to one with pd.to_datetime.
drop: If true then the original date column will be removed.
time: If true time features: Hour, Minute, Second will be added.
Examples:
---------
>>> df = pd.DataFrame({ 'A' : pd.to_datetime(['3/11/2000', '3/12/2000', '3/13/2000'], infer_datetime_format=False) })
>>> df
A
0 2000-03-11
1 2000-03-12
2 2000-03-13
>>> add_datepart(df, 'A')
>>> df
AYear AMonth AWeek ADay ADayofweek ADayofyear AIs_month_end AIs_month_start AIs_quarter_end AIs_quarter_start AIs_year_end AIs_year_start AElapsed
0 2000 3 10 11 5 71 False False False False False False 952732800
1 2000 3 10 12 6 72 False False False False False False 952819200
2 2000 3 11 13 0 73 False False False False False False 952905600
"""
fld = df[fldname]
fld_dtype = fld.dtype
if isinstance(fld_dtype, pd.core.dtypes.dtypes.DatetimeTZDtype):
fld_dtype = np.datetime64
if not np.issubdtype(fld_dtype, np.datetime64):
df[fldname] = fld = pd.to_datetime(fld, infer_datetime_format=True, errors=errors)
targ_pre = re.sub('[Dd]ate$', '', fldname)
attr = ['Year', 'Month', 'Week', 'Day', 'Dayofweek', 'Dayofyear',
'Is_month_end', 'Is_month_start', 'Is_quarter_end', 'Is_quarter_start', 'Is_year_end', 'Is_year_start']
if time: attr = attr + ['Hour', 'Minute', 'Second']
for n in attr: df[targ_pre + n] = getattr(fld.dt, n.lower())
df[targ_pre + 'Elapsed'] = fld.astype(np.int64) // 10 ** 9
if drop: df.drop(fldname, axis=1, inplace=True)
|
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] |
add_datepart converts a column of df from a datetime64 to many columns containing
the information from the date. This applies changes inplace.
Parameters:
-----------
df: A pandas data frame. df gain several new columns.
fldname: A string that is the name of the date column you wish to expand.
If it is not a datetime64 series, it will be converted to one with pd.to_datetime.
drop: If true then the original date column will be removed.
time: If true time features: Hour, Minute, Second will be added.
Examples:
---------
>>> df = pd.DataFrame({ 'A' : pd.to_datetime(['3/11/2000', '3/12/2000', '3/13/2000'], infer_datetime_format=False) })
>>> df
A
0 2000-03-11
1 2000-03-12
2 2000-03-13
>>> add_datepart(df, 'A')
>>> df
AYear AMonth AWeek ADay ADayofweek ADayofyear AIs_month_end AIs_month_start AIs_quarter_end AIs_quarter_start AIs_year_end AIs_year_start AElapsed
0 2000 3 10 11 5 71 False False False False False False 952732800
1 2000 3 10 12 6 72 False False False False False False 952819200
2 2000 3 11 13 0 73 False False False False False False 952905600
|
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"[",
"3",
"/",
"11",
"/",
"2000",
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"/",
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"/",
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"df",
"AYear",
"AMonth",
"AWeek",
"ADay",
"ADayofweek",
"ADayofyear",
"AIs_month_end",
"AIs_month_start",
"AIs_quarter_end",
"AIs_quarter_start",
"AIs_year_end",
"AIs_year_start",
"AElapsed",
"0",
"2000",
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"10",
"11",
"5",
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"952732800",
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"False",
"False",
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"False",
"952905600"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L70-L108
|
train
|
This function converts a pandas dataframe to many columns containing a single date column.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(4621 - 4510) + '\065' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2087 - 2037) + chr(0b110011) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1606 - 1557) + chr(0b110100) + chr(0b101010 + 0o7), 36479 - 36471), ehT0Px3KOsy9(chr(903 - 855) + chr(11044 - 10933) + chr(51) + '\x33' + chr(2322 - 2267), 48979 - 48971), ehT0Px3KOsy9(chr(457 - 409) + '\157' + chr(0b10101 + 0o34) + chr(0b110111) + chr(1518 - 1469), 64096 - 64088), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(0b110001) + chr(0b100001 + 0o25) + '\x35', 0o10), ehT0Px3KOsy9(chr(1428 - 1380) + '\157' + chr(0b101101 + 0o5) + chr(1476 - 1426) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(9754 - 9643) + chr(1467 - 1416) + chr(0b10101 + 0o37) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(433 - 384) + chr(52) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(736 - 688) + '\x6f' + chr(637 - 586) + '\060' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10110 + 0o131) + chr(0b10110 + 0o34) + '\x36' + chr(215 - 167), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2863 - 2752) + chr(0b111 + 0o52) + '\060' + chr(0b110110 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(1257 - 1209) + chr(0b1101111) + chr(1637 - 1586) + chr(52) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + '\061' + '\x36' + '\063', 9137 - 9129), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(1138 - 1087) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x31' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(0b110011) + chr(0b110000) + chr(89 - 38), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x36' + chr(48), 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(49) + '\x32' + chr(0b11100 + 0o25), 39102 - 39094), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\061' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(935 - 887) + chr(0b1100101 + 0o12) + chr(2113 - 2064) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(6691 - 6580) + chr(0b110100) + chr(1009 - 960), ord("\x08")), ehT0Px3KOsy9(chr(1828 - 1780) + chr(0b1001100 + 0o43) + chr(55) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100 + 0o57) + '\062' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\063' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + chr(1522 - 1471) + chr(0b110000) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(1438 - 1387) + chr(51), 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b110001) + chr(53), 15064 - 15056), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x32' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o42), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(54) + chr(51), 3950 - 3942), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1100101 + 0o12) + chr(0b110010) + '\061' + chr(0b10111 + 0o36), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110 + 0o60) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1770 - 1720) + '\x34' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1165 - 1113) + chr(54), 57179 - 57171), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\062' + chr(0b100101 + 0o14), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110111) + chr(613 - 565), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\x33' + chr(0b110000) + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(1481 - 1428) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x05'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b11000 + 0o114) + chr(101))(chr(0b10010 + 0o143) + '\164' + chr(0b1100110) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CoaNUf45l6yj(aVhM9WzaWXU5, Mu0K7MxyqJrs, vSSGfCYgvf4T=ehT0Px3KOsy9('\x30' + '\157' + chr(0b100011 + 0o16), 8), ltvhPP4VhXre=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), 0b1000), vrC59GzZXTIL=xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xff\x08\xac\x1c'), chr(100) + '\145' + chr(2432 - 2333) + '\x6f' + '\x64' + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\055' + '\070')):
NnOiSBkzGoXY = aVhM9WzaWXU5[Mu0K7MxyqJrs]
quRNi5fqPsK3 = NnOiSBkzGoXY.jSV9IKnemH7K
if PlSM16l2KDPD(quRNi5fqPsK3, xafqLlk3kkUe(dubtF9GfzOdC.core.dtypes.dtypes, xafqLlk3kkUe(SXOLrMavuUCe(b'o\xff\x15\xba\r\x1c\xfa\x85U>\x87\xc4?\x93\x16'), '\144' + '\145' + chr(0b1100011) + chr(9647 - 9536) + chr(0b100010 + 0o102) + chr(0b1100101))(chr(0b11101 + 0o130) + chr(0b1101010 + 0o12) + chr(102) + '\055' + '\070'))):
quRNi5fqPsK3 = WqUC3KWvYVup.datetime64
if not xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'B\xed\x12\xaa\x1b\x11\xe3\x99q\x01'), chr(9073 - 8973) + chr(101) + '\143' + chr(0b101000 + 0o107) + '\144' + chr(7495 - 7394))('\165' + chr(116) + chr(0b11000 + 0o116) + chr(45) + '\x38'))(quRNi5fqPsK3, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xff\x15\xba\r\x1c\xfa\x857P'), '\x64' + chr(101) + '\x63' + chr(0b1010101 + 0o32) + chr(5669 - 5569) + chr(6619 - 6518))(chr(0b101011 + 0o112) + '\x74' + chr(9962 - 9860) + '\055' + chr(1250 - 1194)))):
aVhM9WzaWXU5[Mu0K7MxyqJrs] = NnOiSBkzGoXY = dubtF9GfzOdC.to_datetime(NnOiSBkzGoXY, infer_datetime_format=ehT0Px3KOsy9(chr(761 - 713) + chr(2091 - 1980) + chr(0b11011 + 0o26), 8), errors=vrC59GzZXTIL)
MKyS5RiLzsr6 = _7u55U49WwX2.sub(xafqLlk3kkUe(SXOLrMavuUCe(b'p\xda\x05\x82\x18\x01\xf2\xc4'), chr(0b1001100 + 0o30) + chr(101) + chr(0b110000 + 0o63) + chr(111) + '\x64' + chr(101))(chr(0b11001 + 0o134) + chr(0b101100 + 0o110) + '\x66' + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(9452 - 9351) + chr(99) + chr(8402 - 8291) + chr(200 - 100) + '\x65')('\x75' + chr(0b1 + 0o163) + chr(154 - 52) + chr(0b101101) + chr(0b100 + 0o64)), Mu0K7MxyqJrs)
uwnd9_euJYKT = [xafqLlk3kkUe(SXOLrMavuUCe(b'r\xfb\x00\xad'), chr(0b1100100) + chr(6975 - 6874) + chr(941 - 842) + '\157' + chr(4899 - 4799) + '\145')(chr(0b1110101) + '\x74' + '\x66' + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'f\xf1\x0f\xab\x11'), '\144' + chr(0b1 + 0o144) + chr(4944 - 4845) + chr(0b1101111) + chr(100) + '\x65')(chr(2428 - 2311) + chr(0b0 + 0o164) + '\146' + '\055' + chr(2721 - 2665)), xafqLlk3kkUe(SXOLrMavuUCe(b'|\xfb\x04\xb4'), chr(0b110010 + 0o62) + chr(9154 - 9053) + '\143' + chr(0b1101111) + '\144' + chr(101))(chr(0b101010 + 0o113) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'o\xff\x18'), chr(2717 - 2617) + chr(9255 - 9154) + '\x63' + chr(6940 - 6829) + '\144' + '\145')(chr(117) + chr(116) + '\146' + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'o\xff\x18\xb0\x1f\x02\xf2\x85j'), chr(100) + chr(0b1010101 + 0o20) + chr(99) + '\157' + chr(0b1001100 + 0o30) + chr(0b1100101))(chr(0b100000 + 0o125) + chr(0b1101000 + 0o14) + chr(0b1100110) + '\055' + chr(0b1001 + 0o57)), xafqLlk3kkUe(SXOLrMavuUCe(b'o\xff\x18\xb0\x1f\x0c\xf2\x81s'), chr(0b1100100) + '\145' + chr(0b101 + 0o136) + '\157' + chr(0b110010 + 0o62) + '\145')(chr(0b1101110 + 0o7) + chr(3405 - 3289) + chr(10109 - 10007) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'b\xed>\xb2\x16\x1b\xe3\x88^\x01\xad\xd4'), chr(0b1100100) + '\x65' + '\143' + chr(5064 - 4953) + chr(0b1100001 + 0o3) + chr(101))('\165' + chr(116) + chr(0b11100 + 0o112) + chr(0b101101) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'b\xed>\xb2\x16\x1b\xe3\x88^\x17\xb7\xd14\x97'), chr(7211 - 7111) + chr(0b1100101) + chr(0b101011 + 0o70) + chr(0b1101111) + chr(100) + chr(4407 - 4306))(chr(1961 - 1844) + chr(116) + chr(9550 - 9448) + chr(45) + chr(1666 - 1610)), xafqLlk3kkUe(SXOLrMavuUCe(b'b\xed>\xae\x0c\x14\xe5\x94d\x16\x9c\xd5(\x87'), '\144' + chr(4069 - 3968) + chr(99) + '\x6f' + chr(0b1100100) + chr(8087 - 7986))(chr(7003 - 6886) + chr(10014 - 9898) + chr(0b1100110) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'b\xed>\xae\x0c\x14\xe5\x94d\x16\x9c\xc32\x82\x01\xec'), chr(9968 - 9868) + chr(0b1100101) + chr(0b1001 + 0o132) + chr(6592 - 6481) + chr(4824 - 4724) + '\145')(chr(13293 - 13176) + '\x74' + chr(0b1000101 + 0o41) + '\055' + chr(0b10110 + 0o42)), xafqLlk3kkUe(SXOLrMavuUCe(b'b\xed>\xa6\x1c\x14\xe5\xbfd\n\xa7'), chr(0b1100100) + '\145' + '\x63' + chr(111) + '\x64' + '\145')(chr(117) + '\x74' + chr(9534 - 9432) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'b\xed>\xa6\x1c\x14\xe5\xbfr\x10\xa2\xc22'), '\x64' + '\x65' + chr(99) + chr(1495 - 1384) + chr(0b1100100) + chr(101))(chr(1833 - 1716) + '\164' + chr(102) + chr(1027 - 982) + '\x38')]
if ltvhPP4VhXre:
uwnd9_euJYKT = uwnd9_euJYKT + [xafqLlk3kkUe(SXOLrMavuUCe(b'c\xf1\x14\xad'), chr(100) + chr(0b1100101) + '\143' + chr(795 - 684) + '\x64' + chr(8740 - 8639))('\x75' + chr(521 - 405) + '\146' + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'f\xf7\x0f\xaa\r\x10'), '\x64' + chr(540 - 439) + chr(0b1111 + 0o124) + chr(4137 - 4026) + '\x64' + chr(101))('\x75' + '\x74' + chr(9681 - 9579) + chr(0b100111 + 0o6) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'x\xfb\x02\xb0\x17\x11'), '\144' + chr(8839 - 8738) + chr(99) + '\x6f' + '\x64' + chr(101))(chr(117) + '\164' + chr(102) + chr(1835 - 1790) + chr(56))]
for m1NkCryOw9Bx in uwnd9_euJYKT:
aVhM9WzaWXU5[MKyS5RiLzsr6 + m1NkCryOw9Bx] = xafqLlk3kkUe(NnOiSBkzGoXY.dt, m1NkCryOw9Bx.lower())
aVhM9WzaWXU5[MKyS5RiLzsr6 + xafqLlk3kkUe(SXOLrMavuUCe(b'n\xf2\x00\xaf\n\x10\xf3'), '\144' + chr(5740 - 5639) + '\143' + chr(111) + chr(100) + chr(184 - 83))(chr(0b11000 + 0o135) + chr(116) + '\x66' + chr(45) + '\x38')] = NnOiSBkzGoXY.astype(WqUC3KWvYVup.int64) // ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b110001) + chr(50), 0b1000) ** ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110001), 14884 - 14876)
if vSSGfCYgvf4T:
xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xec\x0e\xaf'), chr(8219 - 8119) + '\145' + '\143' + '\157' + '\144' + '\145')('\165' + chr(179 - 63) + chr(102) + '\055' + chr(0b111000)))(Mu0K7MxyqJrs, axis=ehT0Px3KOsy9('\060' + chr(111) + chr(0b10010 + 0o37), 8), inplace=ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31', 8))
|
fastai/fastai
|
old/fastai/structured.py
|
train_cats
|
def train_cats(df):
"""Change any columns of strings in a panda's dataframe to a column of
categorical values. This applies the changes inplace.
Parameters:
-----------
df: A pandas dataframe. Any columns of strings will be changed to
categorical values.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category
"""
for n,c in df.items():
if is_string_dtype(c): df[n] = c.astype('category').cat.as_ordered()
|
python
|
def train_cats(df):
"""Change any columns of strings in a panda's dataframe to a column of
categorical values. This applies the changes inplace.
Parameters:
-----------
df: A pandas dataframe. Any columns of strings will be changed to
categorical values.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category
"""
for n,c in df.items():
if is_string_dtype(c): df[n] = c.astype('category').cat.as_ordered()
|
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"'category'",
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] |
Change any columns of strings in a panda's dataframe to a column of
categorical values. This applies the changes inplace.
Parameters:
-----------
df: A pandas dataframe. Any columns of strings will be changed to
categorical values.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L112-L137
|
train
|
Train the panda s dataframe to a column of
categorical values.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b0 + 0o157) + chr(2378 - 2327) + '\065' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1280 - 1169) + '\063' + '\067' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(9618 - 9507) + chr(0b110010 + 0o0) + chr(53) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(262 - 214) + '\157' + '\x33' + '\x35' + chr(1696 - 1643), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(1768 - 1719) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\060' + chr(0b100 + 0o57), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110111) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(2054 - 2004) + '\x33', 64332 - 64324), ehT0Px3KOsy9('\060' + chr(10339 - 10228) + '\061' + '\060', 56581 - 56573), ehT0Px3KOsy9(chr(2186 - 2138) + chr(0b1101111) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7713 - 7602) + chr(1672 - 1621) + '\x30' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + chr(1515 - 1460) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(0b110010) + '\x37' + '\064', 0o10), ehT0Px3KOsy9(chr(2010 - 1962) + chr(0b10001 + 0o136) + '\x33' + '\x32' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + '\063' + chr(0b111 + 0o54) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(9279 - 9168) + '\x31' + chr(0b110110) + '\x35', 8156 - 8148), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o22) + chr(55) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x30' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\x32' + '\x37' + '\x30', 8), ehT0Px3KOsy9(chr(943 - 895) + chr(111) + '\065' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(6582 - 6471) + chr(0b100 + 0o56) + chr(0b110100) + chr(1713 - 1659), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(49) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1953 - 1905) + chr(7908 - 7797) + chr(2014 - 1959) + '\064', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x36' + '\066', 40389 - 40381), ehT0Px3KOsy9(chr(205 - 157) + '\x6f' + chr(1449 - 1398) + '\x32' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6202 - 6091) + chr(0b10011 + 0o37) + '\066' + chr(2830 - 2776), 44573 - 44565), ehT0Px3KOsy9('\060' + chr(0b111001 + 0o66) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100011 + 0o20) + chr(0b110111) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061', 36607 - 36599), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(51) + '\x37' + chr(0b1 + 0o60), 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(3158 - 3047) + '\063' + chr(0b10011 + 0o35) + chr(2511 - 2460), 8), ehT0Px3KOsy9('\060' + '\157' + chr(203 - 152) + '\x37' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x30', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100111 + 0o14) + chr(0b100011 + 0o16) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(366 - 317) + '\065' + chr(0b101011 + 0o6), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\067' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(2817 - 2706) + chr(954 - 904) + '\x30' + chr(0b110010 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(399 - 351) + '\x6f' + chr(50) + chr(0b110010) + chr(49), 8332 - 8324)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(684 - 636) + chr(10015 - 9904) + chr(976 - 923) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5'), chr(5605 - 5505) + chr(0b110001 + 0o64) + chr(0b1000001 + 0o42) + chr(0b1101111) + '\x64' + chr(0b1001110 + 0o27))('\165' + chr(0b1110100) + '\146' + chr(0b100001 + 0o14) + chr(0b11111 + 0o31)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OFkT1zW2HLOv(aVhM9WzaWXU5):
for (m1NkCryOw9Bx, qzn1Ctg9WgNh) in xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\x82\xdf\x88\xc3\x997\xf1?[H\xf9'), chr(0b1111 + 0o125) + chr(5915 - 5814) + chr(8407 - 8308) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b11 + 0o162) + chr(8954 - 8838) + chr(0b1100110) + chr(0b101011 + 0o2) + chr(0b100100 + 0o24)))():
if Yg3npXqt7Ipc(qzn1Ctg9WgNh):
aVhM9WzaWXU5[m1NkCryOw9Bx] = qzn1Ctg9WgNh.astype(xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\x99\xdd\x88\xed\xacv\xc1'), chr(0b100100 + 0o100) + chr(0b11011 + 0o112) + '\x63' + chr(0b1010001 + 0o36) + '\144' + chr(101))('\165' + chr(0b1100110 + 0o16) + chr(9004 - 8902) + '\x2d' + '\x38')).cat.as_ordered()
|
fastai/fastai
|
old/fastai/structured.py
|
apply_cats
|
def apply_cats(df, trn):
"""Changes any columns of strings in df into categorical variables using trn as
a template for the category codes.
Parameters:
-----------
df: A pandas dataframe. Any columns of strings will be changed to
categorical values. The category codes are determined by trn.
trn: A pandas dataframe. When creating a category for df, it looks up the
what the category's code were in trn and makes those the category codes
for df.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category {a : 1, b : 2}
>>> df2 = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['b', 'a', 'a']})
>>> apply_cats(df2, df)
col1 col2
0 1 b
1 2 a
2 3 a
now the type of col is category {a : 1, b : 2}
"""
for n,c in df.items():
if (n in trn.columns) and (trn[n].dtype.name=='category'):
df[n] = c.astype('category').cat.as_ordered()
df[n].cat.set_categories(trn[n].cat.categories, ordered=True, inplace=True)
|
python
|
def apply_cats(df, trn):
"""Changes any columns of strings in df into categorical variables using trn as
a template for the category codes.
Parameters:
-----------
df: A pandas dataframe. Any columns of strings will be changed to
categorical values. The category codes are determined by trn.
trn: A pandas dataframe. When creating a category for df, it looks up the
what the category's code were in trn and makes those the category codes
for df.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category {a : 1, b : 2}
>>> df2 = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['b', 'a', 'a']})
>>> apply_cats(df2, df)
col1 col2
0 1 b
1 2 a
2 3 a
now the type of col is category {a : 1, b : 2}
"""
for n,c in df.items():
if (n in trn.columns) and (trn[n].dtype.name=='category'):
df[n] = c.astype('category').cat.as_ordered()
df[n].cat.set_categories(trn[n].cat.categories, ordered=True, inplace=True)
|
[
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"(",
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",",
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",",
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"=",
"True",
")"
] |
Changes any columns of strings in df into categorical variables using trn as
a template for the category codes.
Parameters:
-----------
df: A pandas dataframe. Any columns of strings will be changed to
categorical values. The category codes are determined by trn.
trn: A pandas dataframe. When creating a category for df, it looks up the
what the category's code were in trn and makes those the category codes
for df.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category {a : 1, b : 2}
>>> df2 = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['b', 'a', 'a']})
>>> apply_cats(df2, df)
col1 col2
0 1 b
1 2 a
2 3 a
now the type of col is category {a : 1, b : 2}
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L139-L176
|
train
|
Applies any columns of strings in df into categorical variables using trn as
Apps.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10010 + 0o45) + '\x35', 65082 - 65074), ehT0Px3KOsy9(chr(1040 - 992) + chr(111) + '\063' + chr(1556 - 1507) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(51) + chr(0b10000 + 0o42) + chr(0b101000 + 0o13), 48315 - 48307), ehT0Px3KOsy9(chr(1424 - 1376) + chr(0b101111 + 0o100) + chr(0b101010 + 0o10) + chr(423 - 373) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\060' + chr(0b100110 + 0o12), 50877 - 50869), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b101100 + 0o5) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x37' + chr(2321 - 2266), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000101 + 0o52) + '\x31' + chr(52) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1835 - 1785) + '\x36' + chr(48), 34008 - 34000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b10101 + 0o33) + chr(0b100011 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(2446 - 2393) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4542 - 4431) + chr(51) + '\x30' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x34' + chr(0b11010 + 0o26), 52652 - 52644), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10000 + 0o41) + chr(0b110100) + '\x33', 24551 - 24543), ehT0Px3KOsy9('\x30' + chr(111) + chr(54) + chr(0b11000 + 0o36), 1849 - 1841), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(170 - 121) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011 + 0o144) + '\x32' + '\x34' + chr(49), 0b1000), ehT0Px3KOsy9(chr(420 - 372) + '\157' + chr(0b110001) + chr(2450 - 2398) + chr(0b11111 + 0o26), 36622 - 36614), ehT0Px3KOsy9('\060' + chr(267 - 156) + chr(0b110011) + chr(55) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + chr(51) + '\x35' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\065' + chr(1983 - 1932), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(844 - 795) + chr(0b110001) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2356 - 2307) + chr(0b11011 + 0o31) + chr(51), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101101 + 0o7) + chr(0b1001 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(2145 - 2097) + chr(2398 - 2346), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\060' + chr(54), 60099 - 60091), ehT0Px3KOsy9(chr(1831 - 1783) + chr(0b1101111) + chr(574 - 523) + chr(0b110010) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(50) + '\067', 8), ehT0Px3KOsy9(chr(1501 - 1453) + '\x6f' + chr(0b110011) + chr(2303 - 2252) + chr(892 - 839), 0o10), ehT0Px3KOsy9(chr(1550 - 1502) + chr(111) + chr(0b110011) + chr(0b10000 + 0o40) + chr(1150 - 1095), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110100) + chr(0b101001 + 0o14), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(2419 - 2369) + chr(0b10101 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110110) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1807 - 1696) + '\063' + chr(49) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2155 - 2105) + chr(1074 - 1020) + chr(1578 - 1527), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(1885 - 1834) + chr(2162 - 2114) + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x35' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(50) + chr(49) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(479 - 431) + '\157' + chr(211 - 162) + chr(51) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(0b110011) + chr(0b11101 + 0o32) + '\063', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), '\x64' + '\x65' + chr(9729 - 9630) + chr(0b1101001 + 0o6) + '\x64' + chr(0b1100101))(chr(117) + chr(12273 - 12157) + chr(0b1000000 + 0o46) + chr(45) + chr(198 - 142)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wFYhe74VTJlv(aVhM9WzaWXU5, dODvPeavK1GR):
for (m1NkCryOw9Bx, qzn1Ctg9WgNh) in xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b's\xb0\xa5\xf2\t\x10L(\xdc\xd7 \xfa'), chr(1407 - 1307) + '\x65' + '\143' + chr(0b1101111) + '\144' + chr(2909 - 2808))(chr(10215 - 10098) + chr(0b1100 + 0o150) + '\x66' + chr(1797 - 1752) + chr(0b111000)))():
if m1NkCryOw9Bx in xafqLlk3kkUe(dODvPeavK1GR, xafqLlk3kkUe(SXOLrMavuUCe(b'L\x81\xbf\xcf\x02>\x11R\xe0\xcf\x11\xf7'), '\x64' + chr(527 - 426) + chr(8942 - 8843) + '\x6f' + chr(0b1000010 + 0o42) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(1645 - 1589))) and xafqLlk3kkUe(dODvPeavK1GR[m1NkCryOw9Bx].dtype, xafqLlk3kkUe(SXOLrMavuUCe(b'|\x83\xa5\xdd\x1203\x05\xf4\xe2\x0f\x85'), '\144' + '\145' + chr(99) + '\157' + chr(100) + chr(0b1100101))(chr(9394 - 9277) + '\x74' + chr(1832 - 1730) + '\x2d' + '\x38')) == xafqLlk3kkUe(SXOLrMavuUCe(b"^\xab\xa7\xf2'%\r\x18"), chr(1899 - 1799) + chr(101) + chr(0b110011 + 0o60) + chr(0b110100 + 0o73) + '\x64' + chr(4518 - 4417))(chr(0b1110101) + chr(0b10100 + 0o140) + '\146' + chr(45) + '\070'):
aVhM9WzaWXU5[m1NkCryOw9Bx] = qzn1Ctg9WgNh.astype(xafqLlk3kkUe(SXOLrMavuUCe(b"^\xab\xa7\xf2'%\r\x18"), '\x64' + chr(101) + '\143' + chr(0b1101111) + '\x64' + '\x65')(chr(0b1010101 + 0o40) + chr(116) + '\x66' + '\x2d' + chr(0b101110 + 0o12))).cat.as_ordered()
xafqLlk3kkUe(aVhM9WzaWXU5[m1NkCryOw9Bx].cat, xafqLlk3kkUe(SXOLrMavuUCe(b'N\xaf\xa7\xc8#+\x0b\x04\xd7\xeb\x1a\xaaE\x10'), '\x64' + chr(0b1010110 + 0o17) + chr(1675 - 1576) + '\157' + '\x64' + chr(0b1100101))('\x75' + chr(116) + chr(0b1011100 + 0o12) + '\x2d' + chr(2732 - 2676)))(xafqLlk3kkUe(dODvPeavK1GR[m1NkCryOw9Bx].cat, xafqLlk3kkUe(SXOLrMavuUCe(b'P\x90\x89\xd3\x01\x1eKX\xe5\xfe)\xa1'), chr(0b1100100) + chr(101) + chr(0b1010110 + 0o15) + chr(0b1110 + 0o141) + chr(0b10001 + 0o123) + chr(0b101001 + 0o74))(chr(117) + '\164' + chr(0b1100011 + 0o3) + chr(0b1000 + 0o45) + chr(0b111000))), ordered=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', ord("\x08")), inplace=ehT0Px3KOsy9(chr(0b110000) + chr(6389 - 6278) + chr(49), 8))
|
fastai/fastai
|
old/fastai/structured.py
|
fix_missing
|
def fix_missing(df, col, name, na_dict):
""" Fill missing data in a column of df with the median, and add a {name}_na column
which specifies if the data was missing.
Parameters:
-----------
df: The data frame that will be changed.
col: The column of data to fix by filling in missing data.
name: The name of the new filled column in df.
na_dict: A dictionary of values to create na's of and the value to insert. If
name is not a key of na_dict the median will fill any missing data. Also
if name is not a key of na_dict and there is no missing data in col, then
no {name}_na column is not created.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col1'], 'col1', {})
>>> df
col1 col2 col1_na
0 1 5 False
1 2 2 True
2 3 2 False
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col2'], 'col2', {})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col1'], 'col1', {'col1' : 500})
>>> df
col1 col2 col1_na
0 1 5 False
1 500 2 True
2 3 2 False
"""
if is_numeric_dtype(col):
if pd.isnull(col).sum() or (name in na_dict):
df[name+'_na'] = pd.isnull(col)
filler = na_dict[name] if name in na_dict else col.median()
df[name] = col.fillna(filler)
na_dict[name] = filler
return na_dict
|
python
|
def fix_missing(df, col, name, na_dict):
""" Fill missing data in a column of df with the median, and add a {name}_na column
which specifies if the data was missing.
Parameters:
-----------
df: The data frame that will be changed.
col: The column of data to fix by filling in missing data.
name: The name of the new filled column in df.
na_dict: A dictionary of values to create na's of and the value to insert. If
name is not a key of na_dict the median will fill any missing data. Also
if name is not a key of na_dict and there is no missing data in col, then
no {name}_na column is not created.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col1'], 'col1', {})
>>> df
col1 col2 col1_na
0 1 5 False
1 2 2 True
2 3 2 False
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col2'], 'col2', {})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col1'], 'col1', {'col1' : 500})
>>> df
col1 col2 col1_na
0 1 5 False
1 500 2 True
2 3 2 False
"""
if is_numeric_dtype(col):
if pd.isnull(col).sum() or (name in na_dict):
df[name+'_na'] = pd.isnull(col)
filler = na_dict[name] if name in na_dict else col.median()
df[name] = col.fillna(filler)
na_dict[name] = filler
return na_dict
|
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Fill missing data in a column of df with the median, and add a {name}_na column
which specifies if the data was missing.
Parameters:
-----------
df: The data frame that will be changed.
col: The column of data to fix by filling in missing data.
name: The name of the new filled column in df.
na_dict: A dictionary of values to create na's of and the value to insert. If
name is not a key of na_dict the median will fill any missing data. Also
if name is not a key of na_dict and there is no missing data in col, then
no {name}_na column is not created.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col1'], 'col1', {})
>>> df
col1 col2 col1_na
0 1 5 False
1 2 2 True
2 3 2 False
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col2'], 'col2', {})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> df = pd.DataFrame({'col1' : [1, np.NaN, 3], 'col2' : [5, 2, 2]})
>>> df
col1 col2
0 1 5
1 nan 2
2 3 2
>>> fix_missing(df, df['col1'], 'col1', {'col1' : 500})
>>> df
col1 col2 col1_na
0 1 5 False
1 500 2 True
2 3 2 False
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L178-L235
|
train
|
This function will fill in missing data in a column of df with the median and add a column with the name_na column.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(6472 - 6361) + chr(0b11001 + 0o32) + '\x30' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4480 - 4369) + '\x31' + chr(691 - 640) + chr(0b100110 + 0o15), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101110 + 0o3) + '\064' + chr(1352 - 1304), 51660 - 51652), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x33' + chr(1438 - 1389) + chr(2207 - 2155), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1582 - 1531) + chr(1346 - 1298), 18835 - 18827), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(2865 - 2810) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(4089 - 3978) + '\x33' + chr(2758 - 2705) + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(167 - 116) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(895 - 784) + '\063' + '\x31' + '\062', 7613 - 7605), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110001) + chr(0b110010), 8), ehT0Px3KOsy9(chr(923 - 875) + '\x6f' + chr(51) + chr(52) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11001 + 0o31) + chr(51), 52705 - 52697), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1450 - 1401) + chr(0b1011 + 0o52), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(2320 - 2270) + '\067' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b1001 + 0o56) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b10110 + 0o40) + '\x34', 35800 - 35792), ehT0Px3KOsy9(chr(0b110000) + chr(6752 - 6641) + '\062' + '\062' + chr(0b11011 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(53) + chr(838 - 787), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110111) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(161 - 113) + '\x6f' + chr(0b110001) + '\067' + chr(53), 29988 - 29980), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + '\062' + chr(0b110001) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\066', 0o10), ehT0Px3KOsy9(chr(1020 - 972) + chr(111) + '\062' + chr(1318 - 1270) + chr(210 - 162), 0o10), ehT0Px3KOsy9(chr(662 - 614) + '\x6f' + chr(0b101111 + 0o4) + '\067' + chr(0b101000 + 0o14), 5514 - 5506), ehT0Px3KOsy9(chr(1054 - 1006) + chr(0b1101111) + chr(0b110001) + chr(0b10010 + 0o41) + chr(0b10101 + 0o34), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5428 - 5317) + chr(0b10001 + 0o41) + chr(294 - 240) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1280 - 1231) + chr(52) + chr(0b11010 + 0o27), 0o10), ehT0Px3KOsy9(chr(2084 - 2036) + chr(0b1000010 + 0o55) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b100111 + 0o12), 63316 - 63308), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(54) + chr(51), 53723 - 53715), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(0b110001) + chr(55) + chr(48), 47651 - 47643), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\064' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + '\x32' + chr(50) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11101 + 0o25) + chr(0b110010) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(4346 - 4235) + chr(50) + chr(52) + chr(845 - 796), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + '\065' + chr(0b110111), 8352 - 8344), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110000) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(444 - 395) + chr(0b110100) + '\067', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(5578 - 5467) + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xed'), chr(0b1100100) + chr(0b1100101) + chr(0b101000 + 0o73) + chr(3723 - 3612) + chr(100) + chr(0b1100001 + 0o4))(chr(0b1110101) + '\x74' + '\x66' + '\055' + chr(79 - 23)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WXgwxIikAm2a(aVhM9WzaWXU5, Qa2uSJqQPT3w, AIvJRzLdDfgF, H0oDEGQmqXHA):
if SRlE6YMk7eL1(Qa2uSJqQPT3w):
if xafqLlk3kkUe(dubtF9GfzOdC.isnull(Qa2uSJqQPT3w), xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb0\x18\x8e:w\xcf\xd6f\xf8\x8b\x8e'), chr(0b1000110 + 0o36) + chr(0b11010 + 0o113) + chr(99) + chr(5984 - 5873) + chr(9954 - 9854) + '\145')(chr(0b110 + 0o157) + chr(3035 - 2919) + '\x66' + chr(0b101 + 0o50) + '\x38'))() or AIvJRzLdDfgF in H0oDEGQmqXHA:
aVhM9WzaWXU5[AIvJRzLdDfgF + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c5\x01'), '\x64' + chr(0b1001 + 0o134) + chr(99) + '\157' + chr(0b101111 + 0o65) + chr(0b10111 + 0o116))(chr(0b1110101) + chr(0b1100 + 0o150) + '\x66' + '\x2d' + chr(630 - 574))] = dubtF9GfzOdC.isnull(Qa2uSJqQPT3w)
KhB4iKvKl7z7 = H0oDEGQmqXHA[AIvJRzLdDfgF] if AIvJRzLdDfgF in H0oDEGQmqXHA else Qa2uSJqQPT3w.Nal5CI8YLVjj()
aVhM9WzaWXU5[AIvJRzLdDfgF] = Qa2uSJqQPT3w.fillna(KhB4iKvKl7z7)
H0oDEGQmqXHA[AIvJRzLdDfgF] = KhB4iKvKl7z7
return H0oDEGQmqXHA
|
fastai/fastai
|
old/fastai/structured.py
|
numericalize
|
def numericalize(df, col, name, max_n_cat):
""" Changes the column col from a categorical type to it's integer codes.
Parameters:
-----------
df: A pandas dataframe. df[name] will be filled with the integer codes from
col.
col: The column you wish to change into the categories.
name: The column name you wish to insert into df. This column will hold the
integer codes.
max_n_cat: If col has more categories than max_n_cat it will not change the
it to its integer codes. If max_n_cat is None, then col will always be
converted.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category { a : 1, b : 2}
>>> numericalize(df, df['col2'], 'col3', None)
col1 col2 col3
0 1 a 1
1 2 b 2
2 3 a 1
"""
if not is_numeric_dtype(col) and ( max_n_cat is None or len(col.cat.categories)>max_n_cat):
df[name] = pd.Categorical(col).codes+1
|
python
|
def numericalize(df, col, name, max_n_cat):
""" Changes the column col from a categorical type to it's integer codes.
Parameters:
-----------
df: A pandas dataframe. df[name] will be filled with the integer codes from
col.
col: The column you wish to change into the categories.
name: The column name you wish to insert into df. This column will hold the
integer codes.
max_n_cat: If col has more categories than max_n_cat it will not change the
it to its integer codes. If max_n_cat is None, then col will always be
converted.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category { a : 1, b : 2}
>>> numericalize(df, df['col2'], 'col3', None)
col1 col2 col3
0 1 a 1
1 2 b 2
2 3 a 1
"""
if not is_numeric_dtype(col) and ( max_n_cat is None or len(col.cat.categories)>max_n_cat):
df[name] = pd.Categorical(col).codes+1
|
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Changes the column col from a categorical type to it's integer codes.
Parameters:
-----------
df: A pandas dataframe. df[name] will be filled with the integer codes from
col.
col: The column you wish to change into the categories.
name: The column name you wish to insert into df. This column will hold the
integer codes.
max_n_cat: If col has more categories than max_n_cat it will not change the
it to its integer codes. If max_n_cat is None, then col will always be
converted.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category { a : 1, b : 2}
>>> numericalize(df, df['col2'], 'col3', None)
col1 col2 col3
0 1 a 1
1 2 b 2
2 3 a 1
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L237-L272
|
train
|
Changes the column col from a categorical type to its integer codes.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b110010 + 0o4) + '\x36', 20672 - 20664), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\061' + chr(0b110010) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11140 - 11029) + '\x33' + chr(2065 - 2010) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b100110 + 0o21) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11100 + 0o27) + chr(0b11110 + 0o31) + '\x37', 11633 - 11625), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(2747 - 2693) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(8408 - 8297) + '\x31' + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b1111 + 0o43) + chr(0b100101 + 0o22) + chr(48), 0o10), ehT0Px3KOsy9(chr(2206 - 2158) + chr(1384 - 1273) + chr(2590 - 2539) + '\062' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10110 + 0o34) + '\x35' + chr(0b110100), 57431 - 57423), ehT0Px3KOsy9(chr(48) + chr(2025 - 1914) + chr(51) + '\x32' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11000 + 0o31) + chr(55) + chr(0b110001), 31105 - 31097), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110011) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1385 - 1337) + chr(0b111101 + 0o62) + chr(51) + '\065' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11000 + 0o32) + chr(49) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\065' + '\067', 35878 - 35870), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + '\x31' + '\x34' + chr(2247 - 2198), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\067' + chr(2044 - 1990), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\064' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1079 - 968) + chr(2178 - 2128) + '\066' + '\063', 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + '\065' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(4404 - 4293) + '\x31' + '\060' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110001 + 0o3) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\066' + chr(0b101100 + 0o12), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(734 - 681) + chr(54), 13988 - 13980), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(362 - 310) + chr(0b110011), 13084 - 13076), ehT0Px3KOsy9('\060' + '\x6f' + chr(1924 - 1875) + chr(0b1100 + 0o51) + chr(1345 - 1297), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1001111 + 0o40) + chr(0b110011) + chr(2329 - 2278) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5538 - 5427) + chr(0b110101) + chr(144 - 94), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o16) + chr(2175 - 2125), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b11000 + 0o34) + chr(1826 - 1773), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(1795 - 1741) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(827 - 716) + chr(0b1110 + 0o45) + '\065' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101101 + 0o2) + chr(2216 - 2165) + '\065' + '\x30', 8), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + '\x31' + chr(55) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10010 + 0o40) + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11100 + 0o25) + chr(0b10110 + 0o35) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1277 - 1226) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1111 - 1056) + chr(2667 - 2612), 0b1000), ehT0Px3KOsy9(chr(101 - 53) + chr(0b101110 + 0o101) + '\x32' + chr(0b110101) + '\061', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x98'), chr(100) + '\145' + chr(0b100 + 0o137) + '\x6f' + '\144' + '\145')(chr(10831 - 10714) + '\x74' + '\146' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SVmOq2enrjkY(aVhM9WzaWXU5, Qa2uSJqQPT3w, AIvJRzLdDfgF, QQU86mLY2bxk):
if not SRlE6YMk7eL1(Qa2uSJqQPT3w) and (QQU86mLY2bxk is None or c2A0yzQpDQB3(xafqLlk3kkUe(Qa2uSJqQPT3w.cat, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\n\xa2\xb8\xbe\xa3R\x81\x81\xd6\x91\x1b'), chr(1211 - 1111) + chr(0b1100101) + '\143' + '\x6f' + '\144' + chr(4289 - 4188))(chr(117) + chr(116) + '\x66' + chr(0b10000 + 0o35) + chr(3076 - 3020)))) > QQU86mLY2bxk):
aVhM9WzaWXU5[AIvJRzLdDfgF] = dubtF9GfzOdC.Categorical(Qa2uSJqQPT3w).codes + ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(0b110001), 0o10)
|
fastai/fastai
|
old/fastai/structured.py
|
proc_df
|
def proc_df(df, y_fld=None, skip_flds=None, ignore_flds=None, do_scale=False, na_dict=None,
preproc_fn=None, max_n_cat=None, subset=None, mapper=None):
""" proc_df takes a data frame df and splits off the response variable, and
changes the df into an entirely numeric dataframe. For each column of df
which is not in skip_flds nor in ignore_flds, na values are replaced by the
median value of the column.
Parameters:
-----------
df: The data frame you wish to process.
y_fld: The name of the response variable
skip_flds: A list of fields that dropped from df.
ignore_flds: A list of fields that are ignored during processing.
do_scale: Standardizes each column in df. Takes Boolean Values(True,False)
na_dict: a dictionary of na columns to add. Na columns are also added if there
are any missing values.
preproc_fn: A function that gets applied to df.
max_n_cat: The maximum number of categories to break into dummy values, instead
of integer codes.
subset: Takes a random subset of size subset from df.
mapper: If do_scale is set as True, the mapper variable
calculates the values used for scaling of variables during training time (mean and standard deviation).
Returns:
--------
[x, y, nas, mapper(optional)]:
x: x is the transformed version of df. x will not have the response variable
and is entirely numeric.
y: y is the response variable
nas: returns a dictionary of which nas it created, and the associated median.
mapper: A DataFrameMapper which stores the mean and standard deviation of the corresponding continuous
variables which is then used for scaling of during test-time.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category { a : 1, b : 2}
>>> x, y, nas = proc_df(df, 'col1')
>>> x
col2
0 1
1 2
2 1
>>> data = DataFrame(pet=["cat", "dog", "dog", "fish", "cat", "dog", "cat", "fish"],
children=[4., 6, 3, 3, 2, 3, 5, 4],
salary=[90, 24, 44, 27, 32, 59, 36, 27])
>>> mapper = DataFrameMapper([(:pet, LabelBinarizer()),
([:children], StandardScaler())])
>>>round(fit_transform!(mapper, copy(data)), 2)
8x4 Array{Float64,2}:
1.0 0.0 0.0 0.21
0.0 1.0 0.0 1.88
0.0 1.0 0.0 -0.63
0.0 0.0 1.0 -0.63
1.0 0.0 0.0 -1.46
0.0 1.0 0.0 -0.63
1.0 0.0 0.0 1.04
0.0 0.0 1.0 0.21
"""
if not ignore_flds: ignore_flds=[]
if not skip_flds: skip_flds=[]
if subset: df = get_sample(df,subset)
else: df = df.copy()
ignored_flds = df.loc[:, ignore_flds]
df.drop(ignore_flds, axis=1, inplace=True)
if preproc_fn: preproc_fn(df)
if y_fld is None: y = None
else:
if not is_numeric_dtype(df[y_fld]): df[y_fld] = pd.Categorical(df[y_fld]).codes
y = df[y_fld].values
skip_flds += [y_fld]
df.drop(skip_flds, axis=1, inplace=True)
if na_dict is None: na_dict = {}
else: na_dict = na_dict.copy()
na_dict_initial = na_dict.copy()
for n,c in df.items(): na_dict = fix_missing(df, c, n, na_dict)
if len(na_dict_initial.keys()) > 0:
df.drop([a + '_na' for a in list(set(na_dict.keys()) - set(na_dict_initial.keys()))], axis=1, inplace=True)
if do_scale: mapper = scale_vars(df, mapper)
for n,c in df.items(): numericalize(df, c, n, max_n_cat)
df = pd.get_dummies(df, dummy_na=True)
df = pd.concat([ignored_flds, df], axis=1)
res = [df, y, na_dict]
if do_scale: res = res + [mapper]
return res
|
python
|
def proc_df(df, y_fld=None, skip_flds=None, ignore_flds=None, do_scale=False, na_dict=None,
preproc_fn=None, max_n_cat=None, subset=None, mapper=None):
""" proc_df takes a data frame df and splits off the response variable, and
changes the df into an entirely numeric dataframe. For each column of df
which is not in skip_flds nor in ignore_flds, na values are replaced by the
median value of the column.
Parameters:
-----------
df: The data frame you wish to process.
y_fld: The name of the response variable
skip_flds: A list of fields that dropped from df.
ignore_flds: A list of fields that are ignored during processing.
do_scale: Standardizes each column in df. Takes Boolean Values(True,False)
na_dict: a dictionary of na columns to add. Na columns are also added if there
are any missing values.
preproc_fn: A function that gets applied to df.
max_n_cat: The maximum number of categories to break into dummy values, instead
of integer codes.
subset: Takes a random subset of size subset from df.
mapper: If do_scale is set as True, the mapper variable
calculates the values used for scaling of variables during training time (mean and standard deviation).
Returns:
--------
[x, y, nas, mapper(optional)]:
x: x is the transformed version of df. x will not have the response variable
and is entirely numeric.
y: y is the response variable
nas: returns a dictionary of which nas it created, and the associated median.
mapper: A DataFrameMapper which stores the mean and standard deviation of the corresponding continuous
variables which is then used for scaling of during test-time.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category { a : 1, b : 2}
>>> x, y, nas = proc_df(df, 'col1')
>>> x
col2
0 1
1 2
2 1
>>> data = DataFrame(pet=["cat", "dog", "dog", "fish", "cat", "dog", "cat", "fish"],
children=[4., 6, 3, 3, 2, 3, 5, 4],
salary=[90, 24, 44, 27, 32, 59, 36, 27])
>>> mapper = DataFrameMapper([(:pet, LabelBinarizer()),
([:children], StandardScaler())])
>>>round(fit_transform!(mapper, copy(data)), 2)
8x4 Array{Float64,2}:
1.0 0.0 0.0 0.21
0.0 1.0 0.0 1.88
0.0 1.0 0.0 -0.63
0.0 0.0 1.0 -0.63
1.0 0.0 0.0 -1.46
0.0 1.0 0.0 -0.63
1.0 0.0 0.0 1.04
0.0 0.0 1.0 0.21
"""
if not ignore_flds: ignore_flds=[]
if not skip_flds: skip_flds=[]
if subset: df = get_sample(df,subset)
else: df = df.copy()
ignored_flds = df.loc[:, ignore_flds]
df.drop(ignore_flds, axis=1, inplace=True)
if preproc_fn: preproc_fn(df)
if y_fld is None: y = None
else:
if not is_numeric_dtype(df[y_fld]): df[y_fld] = pd.Categorical(df[y_fld]).codes
y = df[y_fld].values
skip_flds += [y_fld]
df.drop(skip_flds, axis=1, inplace=True)
if na_dict is None: na_dict = {}
else: na_dict = na_dict.copy()
na_dict_initial = na_dict.copy()
for n,c in df.items(): na_dict = fix_missing(df, c, n, na_dict)
if len(na_dict_initial.keys()) > 0:
df.drop([a + '_na' for a in list(set(na_dict.keys()) - set(na_dict_initial.keys()))], axis=1, inplace=True)
if do_scale: mapper = scale_vars(df, mapper)
for n,c in df.items(): numericalize(df, c, n, max_n_cat)
df = pd.get_dummies(df, dummy_na=True)
df = pd.concat([ignored_flds, df], axis=1)
res = [df, y, na_dict]
if do_scale: res = res + [mapper]
return res
|
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proc_df takes a data frame df and splits off the response variable, and
changes the df into an entirely numeric dataframe. For each column of df
which is not in skip_flds nor in ignore_flds, na values are replaced by the
median value of the column.
Parameters:
-----------
df: The data frame you wish to process.
y_fld: The name of the response variable
skip_flds: A list of fields that dropped from df.
ignore_flds: A list of fields that are ignored during processing.
do_scale: Standardizes each column in df. Takes Boolean Values(True,False)
na_dict: a dictionary of na columns to add. Na columns are also added if there
are any missing values.
preproc_fn: A function that gets applied to df.
max_n_cat: The maximum number of categories to break into dummy values, instead
of integer codes.
subset: Takes a random subset of size subset from df.
mapper: If do_scale is set as True, the mapper variable
calculates the values used for scaling of variables during training time (mean and standard deviation).
Returns:
--------
[x, y, nas, mapper(optional)]:
x: x is the transformed version of df. x will not have the response variable
and is entirely numeric.
y: y is the response variable
nas: returns a dictionary of which nas it created, and the associated median.
mapper: A DataFrameMapper which stores the mean and standard deviation of the corresponding continuous
variables which is then used for scaling of during test-time.
Examples:
---------
>>> df = pd.DataFrame({'col1' : [1, 2, 3], 'col2' : ['a', 'b', 'a']})
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
note the type of col2 is string
>>> train_cats(df)
>>> df
col1 col2
0 1 a
1 2 b
2 3 a
now the type of col2 is category { a : 1, b : 2}
>>> x, y, nas = proc_df(df, 'col1')
>>> x
col2
0 1
1 2
2 1
>>> data = DataFrame(pet=["cat", "dog", "dog", "fish", "cat", "dog", "cat", "fish"],
children=[4., 6, 3, 3, 2, 3, 5, 4],
salary=[90, 24, 44, 27, 32, 59, 36, 27])
>>> mapper = DataFrameMapper([(:pet, LabelBinarizer()),
([:children], StandardScaler())])
>>>round(fit_transform!(mapper, copy(data)), 2)
8x4 Array{Float64,2}:
1.0 0.0 0.0 0.21
0.0 1.0 0.0 1.88
0.0 1.0 0.0 -0.63
0.0 0.0 1.0 -0.63
1.0 0.0 0.0 -1.46
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|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L282-L376
|
train
|
This function processes the response variable and returns a DataFrame of the response variable and the corresponding median value.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b1000 + 0o52) + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9(chr(184 - 136) + chr(0b1101111) + chr(0b110000 + 0o3) + chr(51) + chr(0b1100 + 0o51), 23960 - 23952), ehT0Px3KOsy9(chr(0b110000) + chr(10502 - 10391) + chr(1589 - 1537) + '\x30', 12939 - 12931), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b10 + 0o56) + chr(0b1001 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1073 - 1024) + '\x36' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2271 - 2160) + chr(54) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11825 - 11714) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + '\061' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110000) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\063' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b1010 + 0o47) + chr(501 - 450) + chr(1180 - 1129), 0b1000), ehT0Px3KOsy9(chr(1980 - 1932) + chr(111) + chr(51) + chr(49) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(51) + chr(0b110010 + 0o4) + chr(2054 - 2006), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(55) + chr(2496 - 2446), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(48) + chr(0b100001 + 0o23), 7964 - 7956), ehT0Px3KOsy9(chr(0b110000) + chr(6584 - 6473) + chr(55) + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(10662 - 10551) + chr(53), 8750 - 8742), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + chr(0b110001) + chr(177 - 128) + chr(926 - 876), 0o10), ehT0Px3KOsy9('\060' + chr(1892 - 1781) + '\x32' + '\061' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2170 - 2117) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x37' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + chr(0b110010) + '\062' + chr(48), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110100) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(0b110010) + chr(55), 0b1000), ehT0Px3KOsy9(chr(738 - 690) + '\x6f' + chr(0b110011) + '\060' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(53) + chr(893 - 844), 6990 - 6982), ehT0Px3KOsy9(chr(427 - 379) + chr(0b1101111) + chr(0b110001) + chr(0b110100) + chr(1240 - 1187), 57243 - 57235), ehT0Px3KOsy9(chr(48) + chr(10694 - 10583) + chr(50) + chr(0b110010) + chr(1504 - 1452), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(69 - 18) + chr(0b110001) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101110 + 0o5) + chr(0b110101 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(960 - 912) + chr(111) + chr(2403 - 2353) + chr(0b100111 + 0o20) + '\063', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1791 - 1741), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b10001 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + chr(2165 - 2054) + '\x32' + '\067', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(54) + chr(1688 - 1637), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(533 - 483) + '\063' + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(1216 - 1105) + chr(0b110010) + chr(0b101101 + 0o12), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100100 + 0o16) + '\060' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\066' + chr(912 - 863), 20510 - 20502), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + '\x31' + chr(48) + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(683 - 635) + chr(0b1101111) + chr(0b100000 + 0o25) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe'), chr(0b1100100) + chr(0b110111 + 0o56) + chr(99) + chr(9486 - 9375) + '\x64' + '\x65')('\x75' + chr(116) + chr(4860 - 4758) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oPu6V8yBRVtk(aVhM9WzaWXU5, LcK2PsydeUVg=None, zXOCAYKBG0rz=None, r8OddYTjj0xY=None, YqY7qBxkgsoM=ehT0Px3KOsy9(chr(1520 - 1472) + chr(0b1001100 + 0o43) + '\060', ord("\x08")), H0oDEGQmqXHA=None, c1TsTduNA5nu=None, QQU86mLY2bxk=None, GKGXFKoBb2qK=None, vfywGHKHySeN=None):
if not r8OddYTjj0xY:
r8OddYTjj0xY = []
if not zXOCAYKBG0rz:
zXOCAYKBG0rz = []
if GKGXFKoBb2qK:
aVhM9WzaWXU5 = PL6meZGJooon(aVhM9WzaWXU5, GKGXFKoBb2qK)
else:
aVhM9WzaWXU5 = aVhM9WzaWXU5.igThHS4jwVsa()
DafF3IXgDppS = aVhM9WzaWXU5.MmVY7Id_ODNA[:, r8OddYTjj0xY]
xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\xafO\xb1'), '\144' + '\x65' + chr(0b1010001 + 0o22) + '\157' + chr(0b1100100) + chr(0b1001010 + 0o33))('\x75' + chr(299 - 183) + chr(0b1100110) + chr(0b101101) + '\070'))(r8OddYTjj0xY, axis=ehT0Px3KOsy9('\x30' + '\157' + '\061', 45355 - 45347), inplace=ehT0Px3KOsy9('\060' + chr(11448 - 11337) + chr(0b10 + 0o57), 8))
if c1TsTduNA5nu:
c1TsTduNA5nu(aVhM9WzaWXU5)
if LcK2PsydeUVg is None:
SqiSOtYOqOJH = None
else:
if not SRlE6YMk7eL1(aVhM9WzaWXU5[LcK2PsydeUVg]):
aVhM9WzaWXU5[LcK2PsydeUVg] = dubtF9GfzOdC.Categorical(aVhM9WzaWXU5[LcK2PsydeUVg]).codes
SqiSOtYOqOJH = aVhM9WzaWXU5[LcK2PsydeUVg].SPnCNu54H1db
zXOCAYKBG0rz += [LcK2PsydeUVg]
xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\xafO\xb1'), chr(0b1000 + 0o134) + '\145' + chr(0b1000100 + 0o37) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1 + 0o164) + chr(116) + chr(0b1100110) + chr(0b1 + 0o54) + '\x38'))(zXOCAYKBG0rz, axis=ehT0Px3KOsy9(chr(1813 - 1765) + chr(7881 - 7770) + chr(0b101000 + 0o11), 8), inplace=ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + '\061', 8))
if H0oDEGQmqXHA is None:
H0oDEGQmqXHA = {}
else:
H0oDEGQmqXHA = H0oDEGQmqXHA.igThHS4jwVsa()
ZN8NjXz_YpMg = H0oDEGQmqXHA.igThHS4jwVsa()
for (m1NkCryOw9Bx, qzn1Ctg9WgNh) in xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xa7V\xa49h\x05@*\xcf\x13\xf4'), '\144' + '\x65' + chr(0b0 + 0o143) + '\x6f' + '\144' + chr(6363 - 6262))('\x75' + chr(0b111011 + 0o71) + '\146' + chr(0b101101) + chr(0b111000)))():
H0oDEGQmqXHA = WXgwxIikAm2a(aVhM9WzaWXU5, qzn1Ctg9WgNh, m1NkCryOw9Bx, H0oDEGQmqXHA)
if c2A0yzQpDQB3(xafqLlk3kkUe(ZN8NjXz_YpMg, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xb8Y\xb2'), chr(0b1101 + 0o127) + chr(6787 - 6686) + chr(1925 - 1826) + '\157' + chr(100) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(0b101101) + chr(0b111000)))()) > ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\x30', 8):
xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4\xafO\xb1'), '\x64' + chr(101) + chr(0b111111 + 0o44) + chr(0b1101111) + '\144' + chr(0b1000010 + 0o43))('\165' + chr(116) + chr(0b1100110) + chr(1682 - 1637) + chr(56)))([XPh1qbAgrPgG + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\xb3A'), chr(100) + '\145' + chr(481 - 382) + '\157' + '\144' + chr(0b111010 + 0o53))('\x75' + '\164' + '\x66' + '\x2d' + '\070') for XPh1qbAgrPgG in YyaZ4tpXu4lf(MVEN8G6CxlvR(xafqLlk3kkUe(H0oDEGQmqXHA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xb8Y\xb2'), chr(100) + '\x65' + chr(0b111 + 0o134) + chr(0b101011 + 0o104) + '\144' + '\145')(chr(13501 - 13384) + chr(0b1010010 + 0o42) + chr(0b100100 + 0o102) + '\x2d' + '\070'))()) - MVEN8G6CxlvR(xafqLlk3kkUe(ZN8NjXz_YpMg, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xb8Y\xb2'), chr(100) + chr(101) + chr(6079 - 5980) + '\x6f' + chr(0b111110 + 0o46) + chr(0b1100101))(chr(6662 - 6545) + '\164' + chr(0b1100010 + 0o4) + '\055' + '\070'))()))], axis=ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8), inplace=ehT0Px3KOsy9(chr(551 - 503) + '\157' + chr(0b110001), 8))
if YqY7qBxkgsoM:
vfywGHKHySeN = EjKJrt5QMfb7(aVhM9WzaWXU5, vfywGHKHySeN)
for (m1NkCryOw9Bx, qzn1Ctg9WgNh) in xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xa7V\xa49h\x05@*\xcf\x13\xf4'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + chr(5922 - 5822) + chr(0b110101 + 0o60))('\165' + chr(0b101001 + 0o113) + chr(0b1001101 + 0o31) + '\x2d' + chr(331 - 275)))():
SVmOq2enrjkY(aVhM9WzaWXU5, qzn1Ctg9WgNh, m1NkCryOw9Bx, QQU86mLY2bxk)
aVhM9WzaWXU5 = dubtF9GfzOdC.get_dummies(aVhM9WzaWXU5, dummy_na=ehT0Px3KOsy9('\060' + chr(8880 - 8769) + chr(905 - 856), 8))
aVhM9WzaWXU5 = dubtF9GfzOdC.concat([DafF3IXgDppS, aVhM9WzaWXU5], axis=ehT0Px3KOsy9('\060' + chr(6334 - 6223) + chr(0b100011 + 0o16), 8))
MsbwfslwLjRO = [aVhM9WzaWXU5, SqiSOtYOqOJH, H0oDEGQmqXHA]
if YqY7qBxkgsoM:
MsbwfslwLjRO = MsbwfslwLjRO + [vfywGHKHySeN]
return MsbwfslwLjRO
|
fastai/fastai
|
old/fastai/structured.py
|
set_rf_samples
|
def set_rf_samples(n):
""" Changes Scikit learn's random forests to give each tree a random sample of
n random rows.
"""
forest._generate_sample_indices = (lambda rs, n_samples:
forest.check_random_state(rs).randint(0, n_samples, n))
|
python
|
def set_rf_samples(n):
""" Changes Scikit learn's random forests to give each tree a random sample of
n random rows.
"""
forest._generate_sample_indices = (lambda rs, n_samples:
forest.check_random_state(rs).randint(0, n_samples, n))
|
[
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"set_rf_samples",
"(",
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")",
":",
"forest",
".",
"_generate_sample_indices",
"=",
"(",
"lambda",
"rs",
",",
"n_samples",
":",
"forest",
".",
"check_random_state",
"(",
"rs",
")",
".",
"randint",
"(",
"0",
",",
"n_samples",
",",
"n",
")",
")"
] |
Changes Scikit learn's random forests to give each tree a random sample of
n random rows.
|
[
"Changes",
"Scikit",
"learn",
"s",
"random",
"forests",
"to",
"give",
"each",
"tree",
"a",
"random",
"sample",
"of",
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"random",
"rows",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L382-L387
|
train
|
Changes Scikit learn s random forests to give each tree a random sample of n random rows.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + '\x31' + chr(833 - 783) + chr(50), 60425 - 60417), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(50) + chr(0b101010 + 0o11) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(1105 - 1052) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(1236 - 1186) + chr(0b1110 + 0o50), 0o10), ehT0Px3KOsy9(chr(1020 - 972) + chr(0b101010 + 0o105) + chr(930 - 880) + chr(49) + '\062', 50473 - 50465), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110001) + chr(0b110000) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10225 - 10114) + '\065' + '\x33', 42561 - 42553), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(50) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110100) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b10011 + 0o40), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\x31' + chr(707 - 652), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + '\063' + chr(910 - 859) + chr(0b100000 + 0o22), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b1 + 0o66) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b100000 + 0o117) + chr(0b110011) + chr(0b110111) + '\x37', 23023 - 23015), ehT0Px3KOsy9(chr(1948 - 1900) + '\157' + chr(0b10011 + 0o40) + chr(0b110111) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(768 - 719) + chr(840 - 791) + '\062', 27601 - 27593), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1203 - 1153) + chr(0b10010 + 0o44) + '\063', 60817 - 60809), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100000 + 0o22) + chr(0b110000) + '\064', 32160 - 32152), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10 + 0o60) + '\x36' + '\x33', 8), ehT0Px3KOsy9(chr(463 - 415) + chr(0b1001111 + 0o40) + '\x32' + '\064' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(2290 - 2242) + '\x6f' + chr(522 - 471) + chr(1795 - 1743) + chr(0b110000), 8), ehT0Px3KOsy9(chr(1849 - 1801) + '\157' + '\061' + chr(53) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110111) + chr(0b110001), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1497 - 1448) + '\065' + chr(1510 - 1456), 28036 - 28028), ehT0Px3KOsy9('\x30' + chr(11464 - 11353) + chr(50) + '\x36' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + chr(0b1010 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(6250 - 6139) + chr(0b11101 + 0o25) + chr(941 - 891) + '\066', 8), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + chr(643 - 594) + chr(443 - 390) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100010 + 0o20) + '\x31' + '\x30', 0o10), ehT0Px3KOsy9(chr(1902 - 1854) + chr(0b1101111) + chr(0b110011) + chr(2170 - 2119) + chr(83 - 34), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(51) + chr(50) + chr(0b110000), 19492 - 19484), ehT0Px3KOsy9(chr(48) + chr(853 - 742) + chr(0b10010 + 0o44) + chr(0b10110 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(2223 - 2171) + chr(0b1110 + 0o44), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b1001 + 0o53), 0o10), ehT0Px3KOsy9(chr(1936 - 1888) + chr(3815 - 3704) + '\x31' + chr(0b110011) + chr(1803 - 1748), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2296 - 2247) + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1733 - 1682) + chr(0b10011 + 0o43) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1287 - 1239) + chr(10956 - 10845) + '\067', 0o10), ehT0Px3KOsy9(chr(1524 - 1476) + '\x6f' + chr(0b110001) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1000 + 0o147) + chr(0b110010) + chr(53) + '\061', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(4601 - 4490) + chr(0b110101) + chr(2226 - 2178), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'|'), chr(100) + chr(3511 - 3410) + '\143' + '\157' + chr(100) + '\x65')('\x75' + '\164' + chr(102) + '\x2d' + chr(0b10111 + 0o41)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AMnMB1oYtbNS(m1NkCryOw9Bx):
R0xQ4iDJXc8M.pmXzKJaEQqXh = lambda qIqauEC32C0A, rR1BLMCf140Q: R0xQ4iDJXc8M.check_random_state(qIqauEC32C0A).randint(ehT0Px3KOsy9(chr(48) + chr(111) + chr(1789 - 1741), 0b1000), rR1BLMCf140Q, m1NkCryOw9Bx)
|
fastai/fastai
|
old/fastai/structured.py
|
reset_rf_samples
|
def reset_rf_samples():
""" Undoes the changes produced by set_rf_samples.
"""
forest._generate_sample_indices = (lambda rs, n_samples:
forest.check_random_state(rs).randint(0, n_samples, n_samples))
|
python
|
def reset_rf_samples():
""" Undoes the changes produced by set_rf_samples.
"""
forest._generate_sample_indices = (lambda rs, n_samples:
forest.check_random_state(rs).randint(0, n_samples, n_samples))
|
[
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"forest",
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"check_random_state",
"(",
"rs",
")",
".",
"randint",
"(",
"0",
",",
"n_samples",
",",
"n_samples",
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] |
Undoes the changes produced by set_rf_samples.
|
[
"Undoes",
"the",
"changes",
"produced",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/structured.py#L389-L393
|
train
|
Undoes the changes produced by set_rf_samples.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1598 - 1550) + chr(0b1101111) + '\x32' + chr(0b0 + 0o66) + chr(0b1001 + 0o51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(1791 - 1736), 0o10), ehT0Px3KOsy9(chr(1516 - 1468) + chr(0b1101111) + chr(0b110001) + chr(103 - 52) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b11001 + 0o126) + chr(52) + chr(214 - 160), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b100110 + 0o12) + chr(1471 - 1420), 8643 - 8635), ehT0Px3KOsy9('\060' + chr(0b1011101 + 0o22) + chr(51) + '\x36' + chr(0b11000 + 0o36), 0b1000), ehT0Px3KOsy9(chr(968 - 920) + chr(111) + chr(0b11 + 0o56) + chr(0b110000) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(989 - 939) + '\061' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x34' + chr(0b1000 + 0o51), 0b1000), ehT0Px3KOsy9(chr(1654 - 1606) + chr(0b1001110 + 0o41) + '\061' + chr(0b1111 + 0o47) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + chr(953 - 902) + '\060' + chr(805 - 756), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b10 + 0o57) + chr(0b110011), 49327 - 49319), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + '\061' + chr(54) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(584 - 536) + '\x6f' + chr(356 - 305) + chr(0b110111) + chr(0b110010), 18440 - 18432), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\062' + '\x37' + '\x32', 53795 - 53787), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(49) + '\062' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001101 + 0o42) + '\061' + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2287 - 2236) + '\x33' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(51) + chr(0b10010 + 0o44) + chr(0b0 + 0o62), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1407 - 1296) + '\061' + chr(0b110001) + chr(49), 9173 - 9165), ehT0Px3KOsy9(chr(1400 - 1352) + chr(0b1101010 + 0o5) + '\x31' + chr(394 - 343) + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(1112 - 1058) + chr(2179 - 2129), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(48) + chr(0b101000 + 0o12), 0o10), ehT0Px3KOsy9('\x30' + chr(8792 - 8681) + chr(0b100011 + 0o17) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(49) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110 + 0o52) + chr(0b1111 + 0o47), 59349 - 59341), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100111 + 0o15) + '\x31', 0o10), ehT0Px3KOsy9(chr(517 - 469) + '\157' + chr(51) + chr(49) + '\x37', 6959 - 6951), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(12280 - 12169) + chr(0b110011) + chr(0b110011 + 0o2) + chr(0b110011), 23076 - 23068), ehT0Px3KOsy9(chr(0b110000) + chr(7204 - 7093) + chr(2317 - 2267) + chr(1096 - 1043) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1877 - 1829) + '\157' + chr(0b10011 + 0o37) + '\062' + chr(0b110111), 11051 - 11043), ehT0Px3KOsy9(chr(735 - 687) + chr(10367 - 10256) + '\x32' + '\060' + chr(2380 - 2327), ord("\x08")), ehT0Px3KOsy9(chr(1984 - 1936) + chr(111) + chr(0b1011 + 0o47) + '\x37' + chr(0b100110 + 0o16), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\064' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110111) + chr(0b101010 + 0o12), 0o10), ehT0Px3KOsy9(chr(69 - 21) + chr(111) + '\062' + chr(49) + chr(0b1 + 0o64), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x35' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8780 - 8669) + chr(0b101110 + 0o4) + '\063' + chr(595 - 546), 0o10), ehT0Px3KOsy9(chr(219 - 171) + chr(0b1101111) + '\x37' + chr(0b110000 + 0o5), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(0b101 + 0o53), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c'), chr(0b1001101 + 0o27) + chr(2921 - 2820) + '\143' + '\x6f' + chr(6451 - 6351) + '\145')(chr(117) + chr(8434 - 8318) + '\x66' + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def NClmA2Bzda0T():
R0xQ4iDJXc8M.pmXzKJaEQqXh = lambda qIqauEC32C0A, rR1BLMCf140Q: R0xQ4iDJXc8M.check_random_state(qIqauEC32C0A).randint(ehT0Px3KOsy9('\060' + '\x6f' + chr(48), ord("\x08")), rR1BLMCf140Q, rR1BLMCf140Q)
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
get_global_vars
|
def get_global_vars(mod):
"Return globally assigned variables."
# https://stackoverflow.com/questions/8820276/docstring-for-variable/31764368#31764368
import ast,re
with open(mod.__file__, 'r') as f: fstr = f.read()
flines = fstr.splitlines()
d = {}
for node in ast.walk(ast.parse(fstr)):
if isinstance(node,ast.Assign) and hasattr(node.targets[0], 'id'):
key,lineno = node.targets[0].id,node.targets[0].lineno
codestr = flines[lineno]
match = re.match(f"^({key})\s*=\s*.*", codestr)
if match and match.group(1) != '__all__': # only top level assignment
d[key] = f'`{codestr}` {get_source_link(mod, lineno)}'
return d
|
python
|
def get_global_vars(mod):
"Return globally assigned variables."
# https://stackoverflow.com/questions/8820276/docstring-for-variable/31764368#31764368
import ast,re
with open(mod.__file__, 'r') as f: fstr = f.read()
flines = fstr.splitlines()
d = {}
for node in ast.walk(ast.parse(fstr)):
if isinstance(node,ast.Assign) and hasattr(node.targets[0], 'id'):
key,lineno = node.targets[0].id,node.targets[0].lineno
codestr = flines[lineno]
match = re.match(f"^({key})\s*=\s*.*", codestr)
if match and match.group(1) != '__all__': # only top level assignment
d[key] = f'`{codestr}` {get_source_link(mod, lineno)}'
return d
|
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] |
Return globally assigned variables.
|
[
"Return",
"globally",
"assigned",
"variables",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L52-L66
|
train
|
Return globally assigned variables.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1283 - 1235) + '\157' + chr(51) + chr(1237 - 1189) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1919 - 1871) + '\157' + '\061' + '\x34' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110) + chr(303 - 251), 0b1000), ehT0Px3KOsy9(chr(1886 - 1838) + chr(0b10100 + 0o133) + '\x31' + chr(52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b11101 + 0o30) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + chr(0b100100 + 0o16) + chr(0b100011 + 0o21) + chr(1331 - 1283), 42188 - 42180), ehT0Px3KOsy9('\x30' + chr(111) + chr(2168 - 2117) + chr(2996 - 2941), 0o10), ehT0Px3KOsy9(chr(48) + chr(4788 - 4677) + '\063' + '\x32' + chr(0b101110 + 0o4), 0o10), ehT0Px3KOsy9(chr(2171 - 2123) + chr(0b1011001 + 0o26) + chr(0b101 + 0o62) + chr(48), 17750 - 17742), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\063' + chr(1763 - 1709) + chr(51), 35736 - 35728), ehT0Px3KOsy9(chr(265 - 217) + '\157' + chr(0b110001) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(7575 - 7464) + chr(0b110011) + chr(0b100111 + 0o14) + chr(48), 41048 - 41040), ehT0Px3KOsy9(chr(0b110000) + chr(9231 - 9120) + chr(1158 - 1109) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5483 - 5372) + chr(0b110001) + '\x34' + '\x34', 0o10), ehT0Px3KOsy9(chr(1334 - 1286) + '\157' + chr(51) + chr(0b110010) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + chr(51) + chr(1626 - 1571) + chr(434 - 382), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b100110 + 0o12) + chr(0b10110 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1257 - 1206) + chr(1479 - 1431) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\065' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(433 - 384) + chr(0b11101 + 0o23) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2599 - 2548) + chr(0b10011 + 0o36) + chr(312 - 264), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110101) + chr(0b110000), 46633 - 46625), ehT0Px3KOsy9(chr(2074 - 2026) + '\157' + '\x31' + chr(50) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(111 - 62) + chr(0b110011) + '\x37', 39028 - 39020), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + chr(0b110001) + '\x33' + '\063', 33219 - 33211), ehT0Px3KOsy9('\060' + '\x6f' + '\x36' + chr(0b100110 + 0o17), 40373 - 40365), ehT0Px3KOsy9(chr(1547 - 1499) + '\x6f' + chr(51) + chr(316 - 263) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x32' + chr(53) + chr(2507 - 2454), 28436 - 28428), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(49) + '\x35' + chr(1928 - 1879), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4488 - 4377) + chr(49) + chr(0b110011) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(0b10111 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(11552 - 11441) + '\061' + chr(0b110101 + 0o0) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b100101 + 0o20) + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b11000 + 0o37) + chr(1108 - 1055), ord("\x08")), ehT0Px3KOsy9(chr(1180 - 1132) + chr(111) + chr(0b110100) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(0b110001) + chr(0b1110 + 0o51) + chr(0b10100 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(377 - 328) + '\066' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(917 - 869) + '\157' + '\061' + chr(0b110010) + '\x31', 47983 - 47975), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1101 + 0o44) + '\x37' + '\065', 8), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + chr(1284 - 1234) + chr(55) + chr(217 - 167), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1010000 + 0o37) + '\x35' + chr(0b111 + 0o51), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xee'), '\144' + chr(101) + '\x63' + chr(111) + '\x64' + '\x65')(chr(0b1101101 + 0o10) + '\164' + chr(6649 - 6547) + chr(1517 - 1472) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def X4VJzh2V8ew6(JHJR37KvkQhF):
(zWWTMqdJM5Jy,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\x11@'), chr(100) + chr(6503 - 6402) + chr(7880 - 7781) + '\157' + chr(2218 - 2118) + chr(0b10100 + 0o121))('\165' + '\x74' + '\146' + chr(0b101100 + 0o1) + chr(56))),)
(_7u55U49WwX2,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\x07'), chr(7544 - 7444) + '\145' + chr(99) + '\x6f' + chr(100) + chr(101))(chr(0b1000100 + 0o61) + chr(0b1 + 0o163) + '\146' + chr(0b10 + 0o53) + '\070')),)
with _fwkIVCGgtAN(xafqLlk3kkUe(JHJR37KvkQhF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f=R\x0f\xc3\xc5@\x8d'), chr(100) + '\x65' + '\x63' + chr(0b1011010 + 0o25) + chr(100) + chr(0b1100101))('\x75' + '\x74' + chr(0b10011 + 0o123) + chr(267 - 222) + chr(0b101010 + 0o16))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b10010 + 0o123))(chr(7729 - 7612) + chr(0b1110100) + chr(4166 - 4064) + chr(0b101101) + '\x38')) as EGyt1xfPT1P6:
dPT858CMsFkw = EGyt1xfPT1P6.U6MiWrhuCi2Y()
vP0poiG7n7Ht = dPT858CMsFkw.splitlines()
pd3lxn9vqWxp = {}
for FDgyextYBrUF in xafqLlk3kkUe(zWWTMqdJM5Jy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\x03X\r'), chr(0b101101 + 0o67) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(4437 - 4335) + chr(1857 - 1812) + chr(2538 - 2482)))(xafqLlk3kkUe(zWWTMqdJM5Jy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\x03F\x15\xca'), '\144' + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b0 + 0o145))(chr(13337 - 13220) + chr(0b1110100) + chr(0b1100110) + chr(1620 - 1575) + chr(56)))(dPT858CMsFkw)):
if PlSM16l2KDPD(FDgyextYBrUF, xafqLlk3kkUe(zWWTMqdJM5Jy, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\x11G\x0f\xc8\xce'), '\x64' + chr(323 - 222) + '\143' + '\157' + '\x64' + chr(7089 - 6988))('\x75' + chr(7558 - 7442) + '\x66' + '\055' + chr(0b1000 + 0o60)))) and lot1PSoAwYhj(xafqLlk3kkUe(FDgyextYBrUF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\x03F\x01\xca\xd4l'), chr(1032 - 932) + '\x65' + '\143' + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(116) + chr(0b11110 + 0o110) + chr(45) + chr(0b111000)))[ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(747 - 699), 45642 - 45634)], xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x06'), '\144' + '\x65' + chr(99) + chr(6705 - 6594) + chr(0b1100100) + '\x65')(chr(3693 - 3576) + chr(0b1011001 + 0o33) + chr(0b1100110) + chr(0b101101) + '\070')):
(K3J4ZwSlE0sT, kASjo_jUeXBe) = (FDgyextYBrUF.targets[ehT0Px3KOsy9(chr(1558 - 1510) + '\x6f' + '\060', 8)].id, FDgyextYBrUF.targets[ehT0Px3KOsy9(chr(393 - 345) + '\x6f' + '\060', 8)].lineno)
Ax6MhSVCoLEH = vP0poiG7n7Ht[kASjo_jUeXBe]
AZi1vqvu7T1_ = _7u55U49WwX2.match(f'^({K3J4ZwSlE0sT})\\s*=\\s*.*', Ax6MhSVCoLEH)
if AZi1vqvu7T1_ and xafqLlk3kkUe(AZi1vqvu7T1_, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e[a\x08\xc2\xf9i\xb3o\xc2x\x97'), chr(100) + chr(0b1100101) + chr(0b10110 + 0o115) + chr(111) + chr(3574 - 3474) + chr(101))('\165' + '\x74' + '\x66' + chr(0b101101) + chr(56)))(ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101010 + 0o7), ord("\x08"))) != xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f=U\n\xc3\xff@'), chr(0b101110 + 0o66) + chr(0b1011001 + 0o14) + chr(0b1100011) + '\157' + chr(0b1011111 + 0o5) + chr(8085 - 7984))(chr(2950 - 2833) + '\x74' + chr(8918 - 8816) + '\x2d' + '\070'):
pd3lxn9vqWxp[K3J4ZwSlE0sT] = f'`{Ax6MhSVCoLEH}` {OYvoOjuFNK8Q(JHJR37KvkQhF, kASjo_jUeXBe)}'
return pd3lxn9vqWxp
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
execute_nb
|
def execute_nb(fname, metadata=None, save=True, show_doc_only=False):
"Execute notebook `fname` with `metadata` for preprocessing."
# Any module used in the notebook that isn't inside must be in the same directory as this script
with open(fname) as f: nb = nbformat.read(f, as_version=4)
ep_class = ExecuteShowDocPreprocessor if show_doc_only else ExecutePreprocessor
ep = ep_class(timeout=600, kernel_name='python3')
metadata = metadata or {}
ep.preprocess(nb, metadata)
if save:
with open(fname, 'wt') as f: nbformat.write(nb, f)
NotebookNotary().sign(nb)
|
python
|
def execute_nb(fname, metadata=None, save=True, show_doc_only=False):
"Execute notebook `fname` with `metadata` for preprocessing."
# Any module used in the notebook that isn't inside must be in the same directory as this script
with open(fname) as f: nb = nbformat.read(f, as_version=4)
ep_class = ExecuteShowDocPreprocessor if show_doc_only else ExecutePreprocessor
ep = ep_class(timeout=600, kernel_name='python3')
metadata = metadata or {}
ep.preprocess(nb, metadata)
if save:
with open(fname, 'wt') as f: nbformat.write(nb, f)
NotebookNotary().sign(nb)
|
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] |
Execute notebook `fname` with `metadata` for preprocessing.
|
[
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"notebook",
"fname",
"with",
"metadata",
"for",
"preprocessing",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L79-L89
|
train
|
Execute notebook fname with metadata for preprocessing.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b110001) + chr(48), 0b1000), ehT0Px3KOsy9(chr(845 - 797) + chr(9319 - 9208) + chr(0b110111) + chr(1624 - 1569), 63035 - 63027), ehT0Px3KOsy9(chr(2009 - 1961) + chr(111) + chr(0b100000 + 0o23) + chr(0b101001 + 0o10) + chr(0b110001), 25120 - 25112), ehT0Px3KOsy9('\060' + '\157' + '\x34' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(49) + chr(0b110101) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\062' + chr(0b10101 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x31' + chr(867 - 812) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(0b110011) + chr(52) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101011 + 0o10) + chr(49) + '\x35', 57145 - 57137), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\066', 23589 - 23581), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1273 - 1222) + '\063' + chr(0b101101 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110 + 0o55) + chr(0b101 + 0o54) + chr(0b110010 + 0o4), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x30' + '\065', 19598 - 19590), ehT0Px3KOsy9('\x30' + chr(11377 - 11266) + chr(2319 - 2270) + '\x35' + chr(0b100011 + 0o22), 62335 - 62327), ehT0Px3KOsy9(chr(2234 - 2186) + chr(0b10110 + 0o131) + chr(1236 - 1185) + chr(55) + chr(0b110 + 0o61), 38079 - 38071), ehT0Px3KOsy9(chr(48) + chr(3254 - 3143) + chr(0b110011) + '\065', 13572 - 13564), ehT0Px3KOsy9(chr(0b110000) + chr(4710 - 4599) + '\061' + chr(944 - 895) + chr(0b1110 + 0o46), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\061' + chr(0b0 + 0o60), 3785 - 3777), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b100011 + 0o114) + chr(49) + chr(0b110110) + chr(50), 43781 - 43773), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x30' + chr(0b100101 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110100) + chr(0b11000 + 0o31), 20322 - 20314), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1000111 + 0o50) + chr(0b11100 + 0o32) + chr(0b1101 + 0o45), 4185 - 4177), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\062' + '\061' + chr(2749 - 2695), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(0b110001) + chr(0b110010) + chr(0b1110 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(1510 - 1461) + chr(670 - 619) + chr(2316 - 2267), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b10011 + 0o41) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(8080 - 7969) + chr(49) + chr(0b110111) + chr(192 - 140), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\064' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(49) + chr(1704 - 1651), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2268 - 2219) + chr(0b10111 + 0o32) + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(1427 - 1378) + chr(48), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(552 - 499) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(2351 - 2302) + '\x31' + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11000 + 0o33) + chr(0b10000 + 0o41) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(816 - 767) + '\065' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1003 - 953) + '\063' + chr(0b10 + 0o57), 35125 - 35117), ehT0Px3KOsy9('\x30' + chr(1580 - 1469) + chr(0b110011) + chr(54) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + '\062' + chr(51) + chr(460 - 411), 8), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(52) + chr(0b100101 + 0o21), 14265 - 14257), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\064' + chr(0b110110 + 0o1), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1024 - 976) + '\x6f' + chr(53) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'f'), chr(0b101000 + 0o74) + chr(101) + chr(2915 - 2816) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(7803 - 7687) + '\x66' + chr(0b100101 + 0o10) + chr(1688 - 1632)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def _mudkWhoWy30(t3WbF0Ae42Pu, mU7wOAGoTnlM=None, oqBodScAtZiv=ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(11628 - 11517) + chr(0b110001), 0o10), tS4VA9cMOT3s=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(48), 0b1000)):
with _fwkIVCGgtAN(t3WbF0Ae42Pu) as EGyt1xfPT1P6:
Ovxw0fdDOU7L = HAlD3a1koMOu.U6MiWrhuCi2Y(EGyt1xfPT1P6, as_version=ehT0Px3KOsy9(chr(372 - 324) + chr(111) + chr(52), 38438 - 38430))
RM1rXyqkt0U5 = jkYroBg2iV90 if tS4VA9cMOT3s else I04ch7llK6gP
IWodQpYR_65j = RM1rXyqkt0U5(timeout=ehT0Px3KOsy9('\x30' + chr(0b11101 + 0o122) + '\x31' + chr(0b11 + 0o56) + chr(0b110011) + chr(898 - 850), ord("\x08")), kernel_name=xafqLlk3kkUe(SXOLrMavuUCe(b'8F\xbdI\x03?O'), chr(0b1010 + 0o132) + chr(0b1001100 + 0o31) + '\x63' + chr(0b1011010 + 0o25) + '\x64' + chr(0b1000100 + 0o41))(chr(0b1110101) + chr(116) + '\x66' + chr(45) + chr(0b110111 + 0o1)))
mU7wOAGoTnlM = mU7wOAGoTnlM or {}
xafqLlk3kkUe(IWodQpYR_65j, xafqLlk3kkUe(SXOLrMavuUCe(b'8M\xacQ\x1e>\x1f\x82\xbee'), '\144' + chr(101) + chr(4208 - 4109) + '\157' + '\x64' + chr(3444 - 3343))(chr(117) + '\x74' + chr(102) + chr(0b101010 + 0o3) + chr(0b101000 + 0o20)))(Ovxw0fdDOU7L, mU7wOAGoTnlM)
if oqBodScAtZiv:
with _fwkIVCGgtAN(t3WbF0Ae42Pu, xafqLlk3kkUe(SXOLrMavuUCe(b'?K'), chr(100) + '\145' + chr(5083 - 4984) + chr(0b11001 + 0o126) + chr(1316 - 1216) + '\x65')(chr(9784 - 9667) + chr(0b1010111 + 0o35) + '\146' + chr(0b101101) + '\070')) as EGyt1xfPT1P6:
xafqLlk3kkUe(HAlD3a1koMOu, xafqLlk3kkUe(SXOLrMavuUCe(b'?M\xa0U\t'), chr(0b1100100 + 0o0) + chr(101) + '\143' + '\x6f' + chr(0b1010101 + 0o17) + chr(4004 - 3903))('\165' + chr(0b110001 + 0o103) + chr(0b1100110) + chr(73 - 28) + chr(0b111000)))(Ovxw0fdDOU7L, EGyt1xfPT1P6)
xafqLlk3kkUe(uI2fUCgHxbov(), xafqLlk3kkUe(SXOLrMavuUCe(b';V\xaeO'), chr(0b1100100) + chr(101) + chr(0b101 + 0o136) + chr(0b1001001 + 0o46) + chr(100) + chr(6313 - 6212))(chr(8782 - 8665) + chr(3731 - 3615) + chr(102) + '\x2d' + '\x38'))(Ovxw0fdDOU7L)
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
create_module_page
|
def create_module_page(mod, dest_path, force=False):
"Create the documentation notebook for module `mod_name` in path `dest_path`"
nb = get_empty_notebook()
mod_name = mod.__name__
strip_name = strip_fastai(mod_name)
init_cell = [get_md_cell(f'## Title for {strip_name} (use plain english, not module name!)'), get_md_cell('Type an introduction of the package here.')]
cells = [get_code_cell(f'from fastai.gen_doc.nbdoc import *\nfrom {mod_name} import * ', True)]
gvar_map = get_global_vars(mod)
if gvar_map: cells.append(get_md_cell('### Global Variable Definitions:'))
for name in get_exports(mod):
if name in gvar_map: cells.append(get_md_cell(gvar_map[name]))
for ft_name in get_ft_names(mod, include_inner=True):
if not hasattr(mod, ft_name):
warnings.warn(f"Module {strip_name} doesn't have a function named {ft_name}.")
continue
cells += _symbol_skeleton(ft_name)
elt = getattr(mod, ft_name)
nb['cells'] = init_cell + cells + [get_md_cell(UNDOC_HEADER)]
doc_path = get_doc_path(mod, dest_path)
write_nb(nb, doc_path, 'w' if force else 'x')
execute_nb(doc_path)
return doc_path
|
python
|
def create_module_page(mod, dest_path, force=False):
"Create the documentation notebook for module `mod_name` in path `dest_path`"
nb = get_empty_notebook()
mod_name = mod.__name__
strip_name = strip_fastai(mod_name)
init_cell = [get_md_cell(f'## Title for {strip_name} (use plain english, not module name!)'), get_md_cell('Type an introduction of the package here.')]
cells = [get_code_cell(f'from fastai.gen_doc.nbdoc import *\nfrom {mod_name} import * ', True)]
gvar_map = get_global_vars(mod)
if gvar_map: cells.append(get_md_cell('### Global Variable Definitions:'))
for name in get_exports(mod):
if name in gvar_map: cells.append(get_md_cell(gvar_map[name]))
for ft_name in get_ft_names(mod, include_inner=True):
if not hasattr(mod, ft_name):
warnings.warn(f"Module {strip_name} doesn't have a function named {ft_name}.")
continue
cells += _symbol_skeleton(ft_name)
elt = getattr(mod, ft_name)
nb['cells'] = init_cell + cells + [get_md_cell(UNDOC_HEADER)]
doc_path = get_doc_path(mod, dest_path)
write_nb(nb, doc_path, 'w' if force else 'x')
execute_nb(doc_path)
return doc_path
|
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] |
Create the documentation notebook for module `mod_name` in path `dest_path`
|
[
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"documentation",
"notebook",
"for",
"module",
"mod_name",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L93-L117
|
train
|
Create the documentation notebook for module mod_name in path dest_path
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1761 - 1713) + chr(0b1010110 + 0o31) + chr(0b110010 + 0o1) + chr(350 - 300) + chr(799 - 750), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\x32' + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + '\x32' + chr(51) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(2270 - 2219) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10760 - 10649) + chr(0b110001) + chr(0b110010) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(1879 - 1768) + '\063' + chr(52) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110101) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(51) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x33' + chr(0b100110 + 0o12), 10634 - 10626), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + chr(625 - 573), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b101000 + 0o14) + '\x35', 2308 - 2300), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + '\061' + chr(0b110000) + '\x30', 17842 - 17834), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\x31' + chr(1364 - 1315) + chr(1345 - 1295), 0b1000), ehT0Px3KOsy9('\060' + chr(3146 - 3035) + '\x32' + chr(445 - 396) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110 + 0o60) + chr(0b100011 + 0o15), 0o10), ehT0Px3KOsy9('\060' + chr(4565 - 4454) + '\063' + '\x31' + '\062', 48120 - 48112), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(51) + '\064' + chr(0b100000 + 0o26), 1017 - 1009), ehT0Px3KOsy9(chr(391 - 343) + chr(4146 - 4035) + chr(0b110101 + 0o0) + chr(0b10010 + 0o36), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\060' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b111 + 0o54) + chr(190 - 139) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + '\063' + '\x36' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(1283 - 1233) + '\x33', 46107 - 46099), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(7094 - 6983) + '\x33' + chr(0b110000 + 0o4) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(265 - 217) + chr(0b1101111) + chr(0b10010 + 0o37) + chr(321 - 267) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(0b101110 + 0o3) + '\x34' + chr(0b10111 + 0o40), 0b1000), ehT0Px3KOsy9(chr(1884 - 1836) + '\x6f' + '\x33' + '\063' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(49) + chr(0b1 + 0o57) + chr(51), 15233 - 15225), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110010) + chr(2305 - 2255), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\064' + '\x32', 0o10), ehT0Px3KOsy9(chr(2195 - 2147) + '\157' + chr(51) + '\x32' + chr(1062 - 1008), 52922 - 52914), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\x34' + chr(0b111 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(590 - 542) + chr(111) + '\062' + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10100 + 0o35) + chr(0b110001) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(10653 - 10542) + chr(0b1001 + 0o54) + chr(0b11 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7052 - 6941) + '\063' + '\x31' + chr(0b110000 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b10100 + 0o36) + chr(54) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(55) + chr(977 - 926), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b110001) + chr(0b10110 + 0o40), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + chr(496 - 447) + chr(1730 - 1679) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11616 - 11505) + '\x32' + chr(0b100100 + 0o23) + chr(1000 - 947), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1010110 + 0o31) + chr(0b11101 + 0o30) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xff'), '\144' + chr(101) + chr(0b1001110 + 0o25) + chr(0b1000100 + 0o53) + chr(0b111100 + 0o50) + chr(101))(chr(0b1110101) + '\x74' + '\146' + chr(0b100110 + 0o7) + chr(0b10111 + 0o41)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DEfPYyFiKUue(JHJR37KvkQhF, dXXdzRv_n6Ji, oUXpZkWkSgMi=ehT0Px3KOsy9(chr(48) + chr(111) + chr(596 - 548), 0o10)):
Ovxw0fdDOU7L = mrQgCC4k4CBC()
OwHCHadciw3F = JHJR37KvkQhF.Gbej4oZqKLA6
_xUBwdEr9zaT = XofcpWlTo9pZ(OwHCHadciw3F)
ZWATK8LV6L8O = [q95fIDuNO_3V(f'## Title for {_xUBwdEr9zaT} (use plain english, not module name!)'), q95fIDuNO_3V(xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xe4\xeb\xfbw\x82\x83z\xb1Z\x112%\xec\xc5\xa9\x92A+\xb7\xd6\xbc\x83Q\x13\xb3&\xf2R\xb7\x87\xe7(I\xab\x94S\xeb,\xd8\xff'), '\x64' + '\x65' + chr(0b100011 + 0o100) + '\x6f' + '\144' + chr(0b100100 + 0o101))(chr(0b11000 + 0o135) + '\164' + chr(7072 - 6970) + chr(0b101101) + '\x38'))]
N4sYWBtZD_gy = [VzDxcbFtGJQ8(f'from fastai.gen_doc.nbdoc import *\nfrom {OwHCHadciw3F} import * ', ehT0Px3KOsy9(chr(48) + chr(2246 - 2135) + chr(0b11000 + 0o31), ord("\x08")))]
YwhXWcFO22uY = X4VJzh2V8ew6(JHJR37KvkQhF)
if YwhXWcFO22uY:
xafqLlk3kkUe(N4sYWBtZD_gy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xed\xeb\xfb9\x87'), chr(100) + '\145' + chr(99) + '\157' + chr(2234 - 2134) + chr(0b1100101))(chr(9422 - 9305) + '\x74' + chr(0b11101 + 0o111) + '\055' + '\070'))(q95fIDuNO_3V(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\xbe\xb8\xbe\x10\x8f\x828\xb9XE\x16+\xfa\xd9\xab\x84D!\xf9\xb2\xb6\x83\x18\t\xb27\xbbM\xb8\x97\xb6'), '\144' + '\145' + chr(99) + '\x6f' + '\x64' + chr(0b1100100 + 0o1))('\x75' + chr(0b1110100) + chr(8526 - 8424) + chr(439 - 394) + '\070')))
for AIvJRzLdDfgF in DzUV73jBwPQN(JHJR37KvkQhF):
if AIvJRzLdDfgF in YwhXWcFO22uY:
xafqLlk3kkUe(N4sYWBtZD_gy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xed\xeb\xfb9\x87'), chr(0b1010110 + 0o16) + chr(0b1010110 + 0o17) + '\143' + chr(0b110000 + 0o77) + chr(100) + chr(101))('\165' + chr(0b1101000 + 0o14) + chr(0b1001110 + 0o30) + chr(0b101101) + '\070'))(q95fIDuNO_3V(YwhXWcFO22uY[AIvJRzLdDfgF]))
for kfx1U0urMEyI in HAeRioKRMb8a(JHJR37KvkQhF, include_inner=ehT0Px3KOsy9(chr(0b110000) + chr(2471 - 2360) + chr(49), 8)):
if not lot1PSoAwYhj(JHJR37KvkQhF, kfx1U0urMEyI):
xafqLlk3kkUe(fJoTPf8D_opC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xd9\xde\xf0\x19\xa1\x8c8\x9ez.-'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + chr(100) + chr(0b1000011 + 0o42))(chr(117) + '\x74' + '\x66' + chr(0b11110 + 0o17) + '\x38'))(f"Module {_xUBwdEr9zaT} doesn't have a function named {kfx1U0urMEyI}.")
continue
N4sYWBtZD_gy += dzp0o7eydaR6(kfx1U0urMEyI)
tetLgK9tHwcO = xafqLlk3kkUe(JHJR37KvkQhF, kfx1U0urMEyI)
Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\xf8\xf7\xf2$'), '\x64' + chr(1509 - 1408) + chr(650 - 551) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110010 + 0o3) + '\x74' + '\x66' + '\x2d' + chr(2837 - 2781))] = ZWATK8LV6L8O + N4sYWBtZD_gy + [q95fIDuNO_3V(ORNHZKDdth5H)]
X9nEnejf8SbU = GncYJMsIhK7B(JHJR37KvkQhF, dXXdzRv_n6Ji)
mSOqgXyaTefX(Ovxw0fdDOU7L, X9nEnejf8SbU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + '\x64' + '\145')('\x75' + chr(8670 - 8554) + chr(102) + chr(610 - 565) + '\070') if oUXpZkWkSgMi else xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(4275 - 4174))('\165' + chr(0b1011000 + 0o34) + '\x66' + chr(0b101101) + chr(0b110001 + 0o7)))
_mudkWhoWy30(X9nEnejf8SbU)
return X9nEnejf8SbU
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
get_module_names
|
def get_module_names(path_dir, exclude=None):
if exclude is None: exclude = _default_exclude
"Search a given `path_dir` and return all the modules contained inside except those in `exclude`"
files = sorted(path_dir.glob('*'), key=lambda x: (x.is_dir(), x.name), reverse=True) # directories first
res = [f'{path_dir.name}']
for f in files:
if f.is_dir() and f.name in exclude: continue # exclude directories
if any([f.name.endswith(ex) for ex in exclude]): continue # exclude extensions
if f.suffix == '.py': res.append(f'{path_dir.name}.{f.stem}')
elif f.is_dir(): res += [f'{path_dir.name}.{name}' for name in get_module_names(f)]
return res
|
python
|
def get_module_names(path_dir, exclude=None):
if exclude is None: exclude = _default_exclude
"Search a given `path_dir` and return all the modules contained inside except those in `exclude`"
files = sorted(path_dir.glob('*'), key=lambda x: (x.is_dir(), x.name), reverse=True) # directories first
res = [f'{path_dir.name}']
for f in files:
if f.is_dir() and f.name in exclude: continue # exclude directories
if any([f.name.endswith(ex) for ex in exclude]): continue # exclude extensions
if f.suffix == '.py': res.append(f'{path_dir.name}.{f.stem}')
elif f.is_dir(): res += [f'{path_dir.name}.{name}' for name in get_module_names(f)]
return res
|
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] |
Search a given `path_dir` and return all the modules contained inside except those in `exclude`
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L121-L132
|
train
|
Search a given path_dir and return all the modules contained inside except those in exclude
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(48), 943 - 935), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(2078 - 2030) + chr(757 - 707), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(53) + '\062', 44281 - 44273), ehT0Px3KOsy9(chr(1359 - 1311) + '\x6f' + '\x32' + chr(0b110001) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9973 - 9862) + chr(0b1111 + 0o43) + chr(50) + chr(1981 - 1928), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b110010) + chr(531 - 483) + '\x37', 32368 - 32360), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1133 - 1083) + '\067' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + '\x33' + chr(0b110111) + chr(49), 9842 - 9834), ehT0Px3KOsy9(chr(533 - 485) + chr(3612 - 3501) + chr(0b10010 + 0o41) + chr(0b110011) + '\061', 8956 - 8948), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x35' + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x35' + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + '\x34' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\063' + chr(0b110111) + '\067', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(676 - 623) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1807 - 1754) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000 + 0o3) + chr(0b1010 + 0o50) + chr(54), 31959 - 31951), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(274 - 163) + chr(0b101010 + 0o14) + chr(1403 - 1354), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(263 - 214) + chr(48) + chr(0b100010 + 0o20), 44521 - 44513), ehT0Px3KOsy9(chr(974 - 926) + '\x6f' + chr(1636 - 1585) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(915 - 864) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6965 - 6854) + chr(49) + chr(0b110011) + chr(147 - 97), 63364 - 63356), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2525 - 2414) + chr(0b101 + 0o55) + chr(0b100000 + 0o27) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\062' + chr(54) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101110 + 0o101) + '\x34' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7586 - 7475) + chr(0b110011) + chr(93 - 40) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(50) + chr(0b100000 + 0o23) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\064' + chr(2643 - 2588), 14977 - 14969), ehT0Px3KOsy9(chr(2009 - 1961) + chr(4113 - 4002) + chr(0b110100) + chr(0b10001 + 0o37), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(420 - 368) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x37', 12812 - 12804), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(98 - 45) + chr(860 - 808), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(851 - 801) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(49) + chr(0b110001) + chr(0b1101 + 0o46), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(0b110101) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + '\157' + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(5501 - 5390) + '\x31' + '\064' + chr(2216 - 2165), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x32' + chr(2415 - 2363) + '\x36', 48971 - 48963), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(50) + chr(2627 - 2575) + chr(0b110011 + 0o0), 20098 - 20090)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + chr(785 - 737), 48837 - 48829)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), chr(100) + chr(101) + chr(99) + chr(0b101010 + 0o105) + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(0b1010011 + 0o23) + chr(0b111 + 0o46) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def c9W1fRhRp7uj(uVS0GS186BVs, FsaUnRsShak2=None):
if FsaUnRsShak2 is None:
FsaUnRsShak2 = Kx7UCPSLloBw
uyc48vokp5OE = vUlqIvNSaRMa(uVS0GS186BVs.glob(xafqLlk3kkUe(SXOLrMavuUCe(b'\n'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(11031 - 10914) + chr(8520 - 8404) + chr(2832 - 2730) + chr(0b101101) + chr(2021 - 1965))), key=lambda OeWW0F1dBPRQ: (OeWW0F1dBPRQ.is_dir(), OeWW0F1dBPRQ.AIvJRzLdDfgF), reverse=ehT0Px3KOsy9('\060' + chr(6695 - 6584) + chr(49), ord("\x08")))
MsbwfslwLjRO = [f'{uVS0GS186BVs.AIvJRzLdDfgF}']
for EGyt1xfPT1P6 in uyc48vokp5OE:
if xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'I\xf1u\xe9\xfc\xf5'), '\x64' + chr(101) + '\143' + chr(8084 - 7973) + chr(5156 - 5056) + chr(0b1000110 + 0o37))(chr(117) + chr(0b1010001 + 0o43) + '\x66' + chr(0b1100 + 0o41) + chr(0b110000 + 0o10)))() and xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xcb\\\xc7\xc7\xfd\xf0\x9d\x9d\x8bg\xed'), chr(0b111010 + 0o52) + chr(0b1100101) + '\x63' + chr(111) + chr(100) + '\x65')(chr(0b111 + 0o156) + chr(0b1110100) + chr(786 - 684) + chr(64 - 19) + chr(56))) in FsaUnRsShak2:
continue
if UVSi4XW7eBIM([xafqLlk3kkUe(EGyt1xfPT1P6.name, xafqLlk3kkUe(SXOLrMavuUCe(b'E\xecN\xfe\xe2\xee\xc8\x91'), chr(0b11110 + 0o106) + chr(5359 - 5258) + chr(99) + chr(111) + chr(100) + chr(2522 - 2421))(chr(5707 - 5590) + chr(0b1001 + 0o153) + chr(0b1100100 + 0o2) + '\055' + chr(0b111000)))(DfdhY28yEwAF) for DfdhY28yEwAF in FsaUnRsShak2]):
continue
if xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'S\xf7L\xeb\xfc\xff'), chr(0b100001 + 0o103) + chr(101) + '\143' + '\157' + '\x64' + chr(8057 - 7956))('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(2176 - 2120))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\xf2S'), chr(100) + '\145' + chr(8274 - 8175) + '\x6f' + '\x64' + chr(0b1100101))('\165' + '\164' + '\146' + chr(0b101101) + '\070'):
xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'A\xf2Z\xe8\xfb\xe3'), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(9704 - 9603))(chr(10979 - 10862) + chr(8188 - 8072) + chr(0b10100 + 0o122) + chr(0b101101) + chr(1699 - 1643)))(f"{xafqLlk3kkUe(uVS0GS186BVs, chr(65) + chr(73) + chr(118) + chr(2633 - 2559) + chr(6412 - 6330) + chr(0b10001 + 0o151) + chr(4127 - 4051) + chr(0b1100100) + chr(68) + chr(2325 - 2223) + chr(996 - 893) + chr(0b1000110))}.{xafqLlk3kkUe(EGyt1xfPT1P6, chr(0b1110011) + chr(0b1110100) + chr(101) + chr(109))}")
elif xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'I\xf1u\xe9\xfc\xf5'), '\144' + chr(0b1100101) + '\x63' + chr(735 - 624) + '\144' + '\145')(chr(0b1001100 + 0o51) + chr(11852 - 11736) + '\x66' + '\x2d' + chr(56)))():
MsbwfslwLjRO += [f'{uVS0GS186BVs.AIvJRzLdDfgF}.{AIvJRzLdDfgF}' for AIvJRzLdDfgF in c9W1fRhRp7uj(EGyt1xfPT1P6)]
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
read_nb
|
def read_nb(fname):
"Read a notebook in `fname` and return its corresponding json"
with open(fname,'r') as f: return nbformat.reads(f.read(), as_version=4)
|
python
|
def read_nb(fname):
"Read a notebook in `fname` and return its corresponding json"
with open(fname,'r') as f: return nbformat.reads(f.read(), as_version=4)
|
[
"def",
"read_nb",
"(",
"fname",
")",
":",
"with",
"open",
"(",
"fname",
",",
"'r'",
")",
"as",
"f",
":",
"return",
"nbformat",
".",
"reads",
"(",
"f",
".",
"read",
"(",
")",
",",
"as_version",
"=",
"4",
")"
] |
Read a notebook in `fname` and return its corresponding json
|
[
"Read",
"a",
"notebook",
"in",
"fname",
"and",
"return",
"its",
"corresponding",
"json"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L134-L136
|
train
|
Read a notebook in fname and return its corresponding json
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1442 - 1392) + '\060' + chr(225 - 170), 19100 - 19092), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + chr(0b1111 + 0o44), 45751 - 45743), ehT0Px3KOsy9(chr(2218 - 2170) + chr(0b1010100 + 0o33) + chr(0b110001) + '\x33' + chr(0b11000 + 0o32), 24268 - 24260), ehT0Px3KOsy9(chr(161 - 113) + '\x6f' + chr(708 - 659) + '\x34' + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(0b11100 + 0o27) + chr(0b110000) + chr(0b100000 + 0o25), 10249 - 10241), ehT0Px3KOsy9(chr(815 - 767) + chr(111) + chr(1206 - 1155) + chr(53) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b0 + 0o62) + chr(52) + '\063', 53124 - 53116), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\062' + chr(53), 35647 - 35639), ehT0Px3KOsy9(chr(0b110000) + chr(9081 - 8970) + chr(0b110101 + 0o1) + chr(1152 - 1101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(878 - 827) + chr(0b11110 + 0o24) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10011 + 0o37) + chr(49), 25368 - 25360), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(0b100100 + 0o20) + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b0 + 0o64) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(128 - 17) + chr(2195 - 2145) + '\063' + chr(0b110101), 58677 - 58669), ehT0Px3KOsy9('\x30' + chr(10481 - 10370) + chr(0b110000 + 0o2), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(2494 - 2442) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110001) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\063' + chr(0b10010 + 0o44), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10399 - 10288) + '\x33' + chr(0b10111 + 0o33) + '\066', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101001 + 0o6) + '\062' + chr(0b110001), 8), ehT0Px3KOsy9('\x30' + chr(9903 - 9792) + chr(0b110011) + chr(0b110110) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10075 - 9964) + '\063' + chr(55) + '\060', 7013 - 7005), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + '\x33' + '\067' + chr(0b100111 + 0o16), 32202 - 32194), ehT0Px3KOsy9(chr(1852 - 1804) + chr(0b1101111) + chr(1644 - 1594) + chr(51) + '\065', 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + '\063' + '\067', 0o10), ehT0Px3KOsy9(chr(2251 - 2203) + '\157' + chr(0b1011 + 0o50) + '\060' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(53) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b110011) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(0b110111), 23701 - 23693), ehT0Px3KOsy9('\060' + '\x6f' + chr(736 - 686) + '\x32' + '\062', 0o10), ehT0Px3KOsy9(chr(1399 - 1351) + '\x6f' + '\061' + chr(1329 - 1279) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(813 - 763) + chr(2244 - 2194) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x32' + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(11000 - 10889) + '\x33' + chr(52) + chr(0b101 + 0o56), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1383 - 1272) + '\x33' + chr(0b110110) + '\066', 0b1000), ehT0Px3KOsy9(chr(1016 - 968) + chr(0b1010101 + 0o32) + chr(0b100100 + 0o22) + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(3993 - 3882) + chr(0b110011), 10713 - 10705), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + '\x36' + '\x37', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + chr(0b1001 + 0o47), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9'), '\144' + chr(0b1100101) + '\x63' + chr(0b100001 + 0o116) + chr(0b11110 + 0o106) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(671 - 626) + chr(833 - 777)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dKtTew_I6KKO(t3WbF0Ae42Pu):
with _fwkIVCGgtAN(t3WbF0Ae42Pu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5'), '\x64' + '\145' + chr(0b1100011) + chr(0b111110 + 0o61) + '\144' + chr(101))(chr(0b1110101) + chr(0b1101001 + 0o13) + chr(102) + chr(191 - 146) + chr(56))) as EGyt1xfPT1P6:
return xafqLlk3kkUe(HAlD3a1koMOu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5^;\x06\xb6'), '\144' + chr(101) + chr(9300 - 9201) + chr(111) + '\x64' + '\145')('\x75' + chr(116) + chr(2835 - 2733) + chr(286 - 241) + '\x38'))(xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\r\x17\x0b\x92\x9c\xcb p\xb8#y'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(7613 - 7502) + chr(7921 - 7821) + '\145')('\x75' + '\x74' + chr(0b1100110) + chr(1696 - 1651) + '\070'))(), as_version=ehT0Px3KOsy9(chr(817 - 769) + chr(111) + chr(0b110100), 0b1000))
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
read_nb_content
|
def read_nb_content(cells, mod_name):
"Build a dictionary containing the position of the `cells`."
doc_fns = {}
for i, cell in enumerate(cells):
if cell['cell_type'] == 'code':
for match in SHOW_DOC_RE.findall(cell['source']):
doc_fns[match] = i
return doc_fns
|
python
|
def read_nb_content(cells, mod_name):
"Build a dictionary containing the position of the `cells`."
doc_fns = {}
for i, cell in enumerate(cells):
if cell['cell_type'] == 'code':
for match in SHOW_DOC_RE.findall(cell['source']):
doc_fns[match] = i
return doc_fns
|
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] |
Build a dictionary containing the position of the `cells`.
|
[
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"cells",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L139-L146
|
train
|
Build a dictionary containing the position of the cells.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(549 - 495) + chr(0b11000 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5420 - 5309) + '\062' + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(2000 - 1950) + '\067' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1583 - 1533) + chr(1983 - 1932) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + chr(0b110001) + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9(chr(2117 - 2069) + chr(0b1101111) + '\x33' + chr(52), 8287 - 8279), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b1111 + 0o43) + chr(55), 17205 - 17197), ehT0Px3KOsy9(chr(185 - 137) + '\157' + '\x31' + chr(2110 - 2058) + chr(984 - 931), 0b1000), ehT0Px3KOsy9(chr(84 - 36) + chr(1349 - 1238) + chr(0b110010) + '\x36' + chr(0b1 + 0o61), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1568 - 1457) + chr(49) + '\063' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(54) + chr(0b1100 + 0o44), 41347 - 41339), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\x33' + chr(0b101011 + 0o7) + chr(0b100001 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11110 + 0o25) + '\x32' + '\063', 35911 - 35903), ehT0Px3KOsy9('\060' + '\157' + chr(102 - 53) + chr(1728 - 1678) + '\x36', 0o10), ehT0Px3KOsy9(chr(2210 - 2162) + '\157' + '\063' + chr(0b110110) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b100111 + 0o16) + chr(1469 - 1421), 0b1000), ehT0Px3KOsy9(chr(2227 - 2179) + chr(0b1101111) + chr(49) + chr(813 - 758) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8851 - 8740) + '\x34' + chr(964 - 912), 27606 - 27598), ehT0Px3KOsy9('\x30' + chr(6417 - 6306) + '\x31' + '\x37' + chr(0b11011 + 0o27), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x31' + chr(491 - 440), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1764 - 1714) + chr(0b110001 + 0o1) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(731 - 682), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(51) + chr(55) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(49) + chr(1656 - 1603) + chr(954 - 904), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10822 - 10711) + chr(0b100010 + 0o21) + '\x34' + chr(902 - 848), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(52), 57316 - 57308), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b10100 + 0o34) + chr(2498 - 2447), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(51) + chr(53) + '\x35', 30071 - 30063), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(55) + '\065', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(723 - 672), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(1246 - 1197) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11 + 0o57) + '\x37' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + chr(512 - 463) + '\061' + chr(0b110010), 16883 - 16875), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101 + 0o55) + chr(0b110010) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(1455 - 1405) + chr(0b110111) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(398 - 348) + chr(2597 - 2543) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b11101 + 0o26) + chr(0b110100), 6049 - 6041), ehT0Px3KOsy9(chr(0b110000) + chr(1578 - 1467) + '\062' + chr(50) + chr(48), 12903 - 12895)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(8965 - 8854) + chr(0b11010 + 0o33) + chr(1857 - 1809), 15721 - 15713)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), '\x64' + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b101 + 0o140))(chr(0b1110101) + chr(0b1110 + 0o146) + chr(0b1100110) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eLLoHDkv5IFL(N4sYWBtZD_gy, OwHCHadciw3F):
ufu_6g9JAqd4 = {}
for (WVxHKyX45z_L, XQrM8eZytga5) in YlkZvXL8qwsX(N4sYWBtZD_gy):
if XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xfb\xd1\xf5#hn\x15\xd7'), '\144' + chr(3472 - 3371) + chr(0b1100011) + chr(3081 - 2970) + chr(0b1100100) + chr(101))('\165' + '\x74' + '\146' + '\x2d' + chr(0b10111 + 0o41))] == xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\xf1\xd9\xfc'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1010010 + 0o23))(chr(0b11 + 0o162) + chr(116) + chr(102) + chr(352 - 307) + '\070'):
for AZi1vqvu7T1_ in xafqLlk3kkUe(tYfQHzTYWTgd, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xf7\xd3\xfd\x1dp{'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(1320 - 1219))(chr(0b1110000 + 0o5) + chr(116) + '\x66' + '\x2d' + chr(56)))(XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xf1\xc8\xeb\x1fy'), chr(1550 - 1450) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(6374 - 6274) + chr(0b1011100 + 0o11))('\x75' + chr(978 - 862) + chr(0b110001 + 0o65) + chr(0b100100 + 0o11) + chr(56))]):
ufu_6g9JAqd4[AZi1vqvu7T1_] = WVxHKyX45z_L
return ufu_6g9JAqd4
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
link_markdown_cells
|
def link_markdown_cells(cells, modules):
"Create documentation links for all cells in markdown with backticks."
for i, cell in enumerate(cells):
if cell['cell_type'] == 'markdown':
cell['source'] = link_docstring(modules, cell['source'])
|
python
|
def link_markdown_cells(cells, modules):
"Create documentation links for all cells in markdown with backticks."
for i, cell in enumerate(cells):
if cell['cell_type'] == 'markdown':
cell['source'] = link_docstring(modules, cell['source'])
|
[
"def",
"link_markdown_cells",
"(",
"cells",
",",
"modules",
")",
":",
"for",
"i",
",",
"cell",
"in",
"enumerate",
"(",
"cells",
")",
":",
"if",
"cell",
"[",
"'cell_type'",
"]",
"==",
"'markdown'",
":",
"cell",
"[",
"'source'",
"]",
"=",
"link_docstring",
"(",
"modules",
",",
"cell",
"[",
"'source'",
"]",
")"
] |
Create documentation links for all cells in markdown with backticks.
|
[
"Create",
"documentation",
"links",
"for",
"all",
"cells",
"in",
"markdown",
"with",
"backticks",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L156-L160
|
train
|
Create documentation links for all cells in markdown with backticks.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110000 + 0o7) + chr(0b101000 + 0o13), 19586 - 19578), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + '\062' + chr(51) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\067' + chr(0b100001 + 0o22), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101 + 0o54) + '\x36' + chr(0b10011 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100011 + 0o20) + chr(0b101100 + 0o13) + '\x33', 14786 - 14778), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(51) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(0b101100 + 0o6) + chr(748 - 698) + chr(2413 - 2359), 0o10), ehT0Px3KOsy9(chr(1039 - 991) + chr(3942 - 3831) + chr(51) + '\062', 29306 - 29298), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + '\x33' + chr(456 - 405) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x34' + chr(0b100101 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\063' + chr(191 - 143) + chr(0b110101), 65192 - 65184), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + chr(979 - 929) + '\067' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001 + 0o0) + chr(448 - 395) + '\061', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b111101 + 0o62) + '\x35' + chr(0b101001 + 0o15), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2235 - 2185) + chr(1935 - 1883) + chr(53), 46890 - 46882), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010 + 0o0) + '\x35' + chr(0b110100), 41329 - 41321), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(313 - 202) + '\061' + chr(0b10001 + 0o43) + chr(990 - 935), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b1 + 0o62) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(11821 - 11710) + chr(0b110011) + chr(52) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1381 - 1333) + '\x6f' + chr(50) + chr(0b100010 + 0o21) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b110000 + 0o1) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(49) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(11810 - 11699) + '\x31' + chr(0b1111 + 0o50) + chr(1115 - 1065), 5669 - 5661), ehT0Px3KOsy9(chr(1211 - 1163) + chr(0b1101111) + chr(0b110011) + chr(53), 10847 - 10839), ehT0Px3KOsy9('\060' + chr(0b1011101 + 0o22) + chr(0b101111 + 0o4), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + '\x35', 25583 - 25575), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\063' + chr(0b100000 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\063' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2421 - 2310) + chr(50) + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9(chr(347 - 299) + chr(0b1000001 + 0o56) + '\x31' + chr(50) + '\067', 65417 - 65409), ehT0Px3KOsy9('\x30' + chr(261 - 150) + chr(49) + chr(2699 - 2646) + chr(1736 - 1687), 8), ehT0Px3KOsy9(chr(1701 - 1653) + chr(0b1101111) + chr(0b11000 + 0o31) + chr(0b110011) + chr(2521 - 2470), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2261 - 2212) + chr(52) + chr(0b110 + 0o53), 0o10), ehT0Px3KOsy9('\060' + chr(1569 - 1458) + chr(50) + chr(50) + chr(0b1000 + 0o54), 20386 - 20378), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11010 + 0o33) + chr(1745 - 1696), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5371 - 5260) + chr(50) + '\x37' + chr(2247 - 2198), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(1476 - 1426) + chr(52) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\063' + chr(0b111 + 0o55) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(1694 - 1646) + '\x6f' + chr(0b100001 + 0o22) + chr(0b10 + 0o62) + '\x36', 42318 - 42310), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + '\065' + chr(0b110100), 61788 - 61780)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x15'), chr(100) + chr(0b110011 + 0o62) + chr(0b1100011) + chr(0b10111 + 0o130) + chr(0b1100100) + chr(7845 - 7744))(chr(10930 - 10813) + '\164' + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fpC29cphtuWx(N4sYWBtZD_gy, Dm5UcjkJnFvy):
for (WVxHKyX45z_L, XQrM8eZytga5) in YlkZvXL8qwsX(N4sYWBtZD_gy):
if XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'X\xf8W\x1f\xa4\xe8\xefj\xba'), '\x64' + '\145' + chr(9771 - 9672) + chr(2431 - 2320) + chr(0b1011110 + 0o6) + '\x65')(chr(9800 - 9683) + '\x74' + chr(0b1100110) + chr(1922 - 1877) + '\x38')] == xafqLlk3kkUe(SXOLrMavuUCe(b'V\xfcI\x18\x9f\xf3\xe1t'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\x6f' + '\144' + chr(101))(chr(4805 - 4688) + chr(0b1110100) + chr(102) + chr(1010 - 965) + chr(56)):
XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'H\xf2N\x01\x98\xf9'), '\x64' + chr(0b1000 + 0o135) + chr(0b1010101 + 0o16) + '\x6f' + chr(0b10 + 0o142) + chr(1245 - 1144))(chr(117) + '\x74' + '\146' + chr(45) + chr(0b111000))] = El5Z8NUboxQ9(Dm5UcjkJnFvy, XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'H\xf2N\x01\x98\xf9'), '\144' + chr(0b1100101) + chr(0b11011 + 0o110) + '\157' + '\x64' + chr(10117 - 10016))('\165' + '\164' + chr(0b10111 + 0o117) + chr(721 - 676) + chr(56))])
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
get_insert_idx
|
def get_insert_idx(pos_dict, name):
"Return the position to insert a given function doc in a notebook."
keys,i = list(pos_dict.keys()),0
while i < len(keys) and str.lower(keys[i]) < str.lower(name): i+=1
if i == len(keys): return -1
else: return pos_dict[keys[i]]
|
python
|
def get_insert_idx(pos_dict, name):
"Return the position to insert a given function doc in a notebook."
keys,i = list(pos_dict.keys()),0
while i < len(keys) and str.lower(keys[i]) < str.lower(name): i+=1
if i == len(keys): return -1
else: return pos_dict[keys[i]]
|
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] |
Return the position to insert a given function doc in a notebook.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L162-L167
|
train
|
Return the position to insert a given function doc in a notebook.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(362 - 313) + chr(52) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(2497 - 2447) + '\x33' + chr(0b10010 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + chr(561 - 511) + '\x34' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x32' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(0b110110) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5515 - 5404) + '\x33' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1267 - 1219) + chr(0b1101001 + 0o6) + chr(0b100110 + 0o14) + chr(52) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(51) + chr(51) + chr(117 - 68), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(54) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(7249 - 7138) + chr(0b1100 + 0o47) + chr(2166 - 2113) + chr(53), 0b1000), ehT0Px3KOsy9(chr(715 - 667) + '\x6f' + chr(0b11010 + 0o27) + '\062' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\066' + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(0b110011) + chr(51) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + '\062' + chr(0b110100) + chr(0b101 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + '\060', 42926 - 42918), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1010 + 0o52) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100000 + 0o23) + '\x32' + chr(49), 6832 - 6824), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1001110 + 0o41) + '\x32' + '\067' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5052 - 4941) + chr(51) + chr(0b110010) + chr(54), 27501 - 27493), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1100111 + 0o10) + chr(915 - 865) + chr(0b110011), 6541 - 6533), ehT0Px3KOsy9(chr(2130 - 2082) + chr(0b1000110 + 0o51) + chr(0b1000 + 0o51) + '\064' + '\065', 39946 - 39938), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(6211 - 6100) + chr(50) + '\062' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(7374 - 7263) + '\x33' + chr(0b1 + 0o64) + '\x35', 8), ehT0Px3KOsy9(chr(932 - 884) + chr(0b1101111) + chr(2368 - 2318) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b1001 + 0o50) + chr(2021 - 1967) + chr(0b100101 + 0o20), 36302 - 36294), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b0 + 0o157) + '\x33' + chr(54) + chr(2017 - 1969), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8785 - 8674) + chr(0b110001) + '\x32' + chr(55), 0b1000), ehT0Px3KOsy9(chr(1174 - 1126) + chr(0b1101111) + '\063' + chr(0b110011 + 0o4) + '\x33', 3927 - 3919), ehT0Px3KOsy9(chr(2141 - 2093) + '\157' + chr(0b110 + 0o55) + chr(52) + chr(1594 - 1544), 36716 - 36708), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x33' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b10000 + 0o44) + chr(1579 - 1525), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(257 - 206) + '\x32' + chr(0b101110 + 0o10), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(52) + chr(0b10101 + 0o35), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\067' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\062' + chr(50) + chr(208 - 156), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(11570 - 11459) + chr(1962 - 1913) + '\x31' + chr(595 - 544), 0b1000), ehT0Px3KOsy9(chr(1554 - 1506) + chr(10042 - 9931) + chr(0b11010 + 0o31) + '\x35' + chr(2082 - 2033), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110011) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8218 - 8107) + chr(0b110010) + chr(48) + '\x32', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + '\065' + chr(2241 - 2193), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'O'), chr(100) + chr(101) + '\x63' + chr(0b1101111) + chr(0b101 + 0o137) + '\145')('\x75' + chr(0b1110100) + '\146' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Og8K2CN_1G27(aQiak6ZvJ06k, AIvJRzLdDfgF):
(w8H8C9ec5BO1, WVxHKyX45z_L) = (YyaZ4tpXu4lf(aQiak6ZvJ06k.keys()), ehT0Px3KOsy9('\060' + chr(111) + chr(48), 0b1000))
while WVxHKyX45z_L < c2A0yzQpDQB3(w8H8C9ec5BO1) and xafqLlk3kkUe(M8_cKLkHVB2V, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xf5\xd0\xf0F'), chr(100) + chr(0b1100010 + 0o3) + '\143' + chr(111) + chr(0b1100100) + '\145')(chr(0b101000 + 0o115) + '\164' + chr(0b110 + 0o140) + chr(0b101101) + chr(0b111000)))(w8H8C9ec5BO1[WVxHKyX45z_L]) < xafqLlk3kkUe(M8_cKLkHVB2V, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xf5\xd0\xf0F'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(117) + '\164' + chr(0b1100000 + 0o6) + chr(0b11101 + 0o20) + chr(2378 - 2322)))(AIvJRzLdDfgF):
WVxHKyX45z_L += ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001), ord("\x08"))
if WVxHKyX45z_L == c2A0yzQpDQB3(w8H8C9ec5BO1):
return -ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(1094 - 1045), 8)
else:
return aQiak6ZvJ06k[w8H8C9ec5BO1[WVxHKyX45z_L]]
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
update_pos
|
def update_pos(pos_dict, start_key, nbr=2):
"Update the `pos_dict` by moving all positions after `start_key` by `nbr`."
for key,idx in pos_dict.items():
if str.lower(key) >= str.lower(start_key): pos_dict[key] += nbr
return pos_dict
|
python
|
def update_pos(pos_dict, start_key, nbr=2):
"Update the `pos_dict` by moving all positions after `start_key` by `nbr`."
for key,idx in pos_dict.items():
if str.lower(key) >= str.lower(start_key): pos_dict[key] += nbr
return pos_dict
|
[
"def",
"update_pos",
"(",
"pos_dict",
",",
"start_key",
",",
"nbr",
"=",
"2",
")",
":",
"for",
"key",
",",
"idx",
"in",
"pos_dict",
".",
"items",
"(",
")",
":",
"if",
"str",
".",
"lower",
"(",
"key",
")",
">=",
"str",
".",
"lower",
"(",
"start_key",
")",
":",
"pos_dict",
"[",
"key",
"]",
"+=",
"nbr",
"return",
"pos_dict"
] |
Update the `pos_dict` by moving all positions after `start_key` by `nbr`.
|
[
"Update",
"the",
"pos_dict",
"by",
"moving",
"all",
"positions",
"after",
"start_key",
"by",
"nbr",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L169-L173
|
train
|
Update the pos_dict by moving all positions after start_key by nbr.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + '\x32' + '\061' + chr(0b110011), 4034 - 4026), ehT0Px3KOsy9(chr(2146 - 2098) + chr(111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b1011 + 0o51) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(460 - 412) + chr(0b1101111) + chr(0b110011) + chr(0b110110) + chr(629 - 580), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(704 - 655) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(673 - 622) + '\062' + chr(55), 53534 - 53526), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110011) + chr(0b110000) + chr(0b110101), 4372 - 4364), ehT0Px3KOsy9(chr(0b110000) + chr(966 - 855) + chr(2045 - 1996) + chr(0b1100 + 0o52), 0o10), ehT0Px3KOsy9(chr(1384 - 1336) + chr(4426 - 4315) + chr(0b110011) + chr(0b110011) + chr(1439 - 1390), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1100111 + 0o10) + chr(51) + chr(0b100 + 0o61) + chr(0b110001), 50051 - 50043), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(7816 - 7705) + '\x32' + chr(751 - 703) + chr(0b110011), 58614 - 58606), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(1084 - 1033) + chr(0b110001), 47134 - 47126), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1001 + 0o50) + '\x30' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b11111 + 0o23) + chr(0b110110) + chr(0b1 + 0o66), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(1056 - 945) + chr(0b110010) + '\x32' + chr(0b1101 + 0o50), 27332 - 27324), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1076 - 1026) + '\060' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(49) + '\060', 5165 - 5157), ehT0Px3KOsy9(chr(621 - 573) + chr(0b1101111) + chr(0b110011) + chr(0b110000) + '\x35', 8), ehT0Px3KOsy9(chr(1677 - 1629) + chr(6600 - 6489) + chr(0b110010) + chr(54) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\062' + chr(51), 42541 - 42533), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b100111 + 0o110) + '\x33' + '\064' + chr(2361 - 2306), 54089 - 54081), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(1744 - 1695) + chr(53), 33539 - 33531), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(51) + chr(54) + chr(0b110000), 22069 - 22061), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(10502 - 10391) + chr(0b1110 + 0o44) + '\064' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110001) + '\x36' + chr(0b110111), 31440 - 31432), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(681 - 631) + chr(0b101010 + 0o6) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\067' + '\x30', 0b1000), ehT0Px3KOsy9(chr(1176 - 1128) + chr(111) + chr(50) + chr(1319 - 1271) + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + chr(8632 - 8521) + chr(0b10000 + 0o42) + chr(2544 - 2491) + chr(55), 17473 - 17465), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1770 - 1720) + '\x32' + chr(411 - 358), 8), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(0b110010) + chr(214 - 162) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(11162 - 11051) + chr(51) + chr(2588 - 2536) + chr(787 - 734), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110110), 23388 - 23380), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b11001 + 0o31) + chr(2424 - 2370), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1023 - 973) + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(49) + chr(0b11010 + 0o34) + chr(0b11100 + 0o27), 45928 - 45920), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(433 - 385) + '\063', 56430 - 56422), ehT0Px3KOsy9(chr(823 - 775) + chr(0b1100110 + 0o11) + chr(0b110010 + 0o1) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101010 + 0o10) + chr(1533 - 1478) + chr(1874 - 1823), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(4903 - 4792) + '\065' + chr(0b101101 + 0o3), 24213 - 24205)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5'), chr(8694 - 8594) + chr(0b11111 + 0o106) + chr(8176 - 8077) + '\x6f' + chr(8325 - 8225) + chr(0b100011 + 0o102))(chr(261 - 144) + chr(0b1110100) + '\146' + chr(0b1010 + 0o43) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ug3U3L1_9QGQ(aQiak6ZvJ06k, dBKqRqsJ17vt, D8NtH2pwrZc1=ehT0Px3KOsy9(chr(1981 - 1933) + chr(0b111001 + 0o66) + chr(0b100010 + 0o20), 8)):
for (K3J4ZwSlE0sT, YlqusYB6InkM) in xafqLlk3kkUe(aQiak6ZvJ06k, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5x\x14\x94\x02\x8d\xf6G\xb5\xba\xcb '), '\144' + chr(209 - 108) + chr(99) + chr(0b1100100 + 0o13) + chr(0b1100100) + '\x65')(chr(12612 - 12495) + chr(0b100101 + 0o117) + chr(3875 - 3773) + chr(0b100000 + 0o15) + chr(1482 - 1426)))():
if xafqLlk3kkUe(M8_cKLkHVB2V, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7m\x15\x949'), chr(0b110000 + 0o64) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(6639 - 6539) + '\x65')('\165' + chr(274 - 158) + chr(0b1100110) + '\055' + chr(56)))(K3J4ZwSlE0sT) >= xafqLlk3kkUe(M8_cKLkHVB2V, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7m\x15\x949'), '\144' + '\x65' + '\x63' + '\157' + '\x64' + '\x65')(chr(0b1110101) + chr(3831 - 3715) + chr(5093 - 4991) + chr(0b1011 + 0o42) + chr(1936 - 1880)))(dBKqRqsJ17vt):
aQiak6ZvJ06k[K3J4ZwSlE0sT] += D8NtH2pwrZc1
return aQiak6ZvJ06k
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
insert_cells
|
def insert_cells(cells, pos_dict, ft_name, append=False):
"Insert the function doc `cells` at their correct position and updates `pos_dict`."
idx = get_insert_idx(pos_dict, ft_name)
if append or idx == -1: cells += [get_doc_cell(ft_name), get_empty_cell()]
else:
cells.insert(idx, get_doc_cell(ft_name))
cells.insert(idx+1, get_empty_cell())
pos_dict = update_pos(pos_dict, ft_name, 2)
return cells, pos_dict
|
python
|
def insert_cells(cells, pos_dict, ft_name, append=False):
"Insert the function doc `cells` at their correct position and updates `pos_dict`."
idx = get_insert_idx(pos_dict, ft_name)
if append or idx == -1: cells += [get_doc_cell(ft_name), get_empty_cell()]
else:
cells.insert(idx, get_doc_cell(ft_name))
cells.insert(idx+1, get_empty_cell())
pos_dict = update_pos(pos_dict, ft_name, 2)
return cells, pos_dict
|
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] |
Insert the function doc `cells` at their correct position and updates `pos_dict`.
|
[
"Insert",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L175-L183
|
train
|
Insert the function doc cells at their correct position and updates pos_dict.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11011 + 0o27) + chr(0b110110) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(50) + chr(0b10001 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11101 + 0o26) + '\x35' + chr(0b110010), 16113 - 16105), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(563 - 513) + '\x32' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + chr(0b11000 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(49), 0o10), ehT0Px3KOsy9(chr(1747 - 1699) + '\x6f' + chr(1665 - 1613) + '\x36', 56139 - 56131), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101111 + 0o3) + chr(48) + chr(0b101111 + 0o4), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(1135 - 1081), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b10111 + 0o33) + chr(0b10011 + 0o40) + chr(1677 - 1622), 0o10), ehT0Px3KOsy9(chr(48) + chr(1279 - 1168) + chr(0b101010 + 0o10) + chr(52) + chr(0b100101 + 0o13), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(0b11011 + 0o30) + '\x32' + chr(0b110110 + 0o1), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(54) + chr(0b101010 + 0o15), 42135 - 42127), ehT0Px3KOsy9(chr(1987 - 1939) + chr(111) + chr(1986 - 1937) + '\x37' + chr(49), 36210 - 36202), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(1072 - 1023) + chr(912 - 861) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7447 - 7336) + chr(252 - 203) + '\x34' + chr(0b110001), 37323 - 37315), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(50) + chr(0b110000) + '\x36', 0o10), ehT0Px3KOsy9(chr(1183 - 1135) + '\x6f' + chr(51) + chr(0b110010) + chr(2302 - 2253), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(51) + chr(0b1101 + 0o46), 0b1000), ehT0Px3KOsy9('\060' + chr(10024 - 9913) + '\x31' + '\061' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + '\062' + '\067' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b101000 + 0o11) + chr(0b110101), 40589 - 40581), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110111) + chr(2295 - 2242), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10110 + 0o33) + chr(48) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(721 - 672) + '\060' + chr(2322 - 2272), 10805 - 10797), ehT0Px3KOsy9(chr(1396 - 1348) + '\x6f' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + '\x31' + '\061' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2013 - 1963) + '\063' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(414 - 365) + chr(0b100001 + 0o24) + '\067', 50085 - 50077), ehT0Px3KOsy9(chr(1231 - 1183) + '\x6f' + chr(0b10001 + 0o42) + chr(54) + chr(2102 - 2049), 5890 - 5882), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(428 - 373), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\060' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\061' + chr(0b110110) + chr(1901 - 1851), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101011 + 0o6) + chr(0b10110 + 0o32) + chr(0b10011 + 0o42), 62792 - 62784), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b11101 + 0o27) + chr(1193 - 1145), 0o10), ehT0Px3KOsy9(chr(48) + chr(4288 - 4177) + chr(0b110011) + chr(528 - 474) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x34', 12731 - 12723), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1010 + 0o145) + chr(213 - 163) + chr(0b110101), 44062 - 44054), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(1334 - 1281) + '\x37', 38631 - 38623), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1201 - 1153) + chr(0b1101111) + chr(0b110101) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x99'), '\144' + chr(101) + chr(0b1011000 + 0o13) + chr(111) + '\144' + chr(3320 - 3219))(chr(117) + '\x74' + '\x66' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def k_eYJGFjQNvc(N4sYWBtZD_gy, aQiak6ZvJ06k, kfx1U0urMEyI, Vc0BXDjywSoI=ehT0Px3KOsy9(chr(2120 - 2072) + '\157' + chr(0b1100 + 0o44), 0o10)):
YlqusYB6InkM = Og8K2CN_1G27(aQiak6ZvJ06k, kfx1U0urMEyI)
if Vc0BXDjywSoI or YlqusYB6InkM == -ehT0Px3KOsy9('\060' + '\x6f' + chr(795 - 746), ord("\x08")):
N4sYWBtZD_gy += [Dznqeh9k1BXJ(kfx1U0urMEyI), aTDhUiYJQy89()]
else:
xafqLlk3kkUe(N4sYWBtZD_gy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xbd\x99\xf6OU'), chr(7891 - 7791) + chr(6087 - 5986) + chr(0b1100011) + chr(0b1101111) + chr(0b110100 + 0o60) + chr(101))(chr(0b111110 + 0o67) + chr(6722 - 6606) + chr(3779 - 3677) + chr(832 - 787) + '\070'))(YlqusYB6InkM, Dznqeh9k1BXJ(kfx1U0urMEyI))
xafqLlk3kkUe(N4sYWBtZD_gy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xbd\x99\xf6OU'), chr(0b11001 + 0o113) + chr(101) + '\x63' + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + chr(116) + chr(0b1010001 + 0o25) + '\x2d' + '\x38'))(YlqusYB6InkM + ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001), 8), aTDhUiYJQy89())
aQiak6ZvJ06k = ug3U3L1_9QGQ(aQiak6ZvJ06k, kfx1U0urMEyI, ehT0Px3KOsy9('\x30' + '\x6f' + chr(50), ord("\x08")))
return (N4sYWBtZD_gy, aQiak6ZvJ06k)
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
update_nb_metadata
|
def update_nb_metadata(nb_path=None, title=None, summary=None, keywords='fastai', overwrite=True, **kwargs):
"Creates jekyll metadata for given notebook path."
nb = read_nb(nb_path)
data = {'title': title, 'summary': summary, 'keywords': keywords, **kwargs}
data = {k:v for (k,v) in data.items() if v is not None} # remove none values
if not data: return
nb['metadata']['jekyll'] = data
write_nb(nb, nb_path)
NotebookNotary().sign(nb)
|
python
|
def update_nb_metadata(nb_path=None, title=None, summary=None, keywords='fastai', overwrite=True, **kwargs):
"Creates jekyll metadata for given notebook path."
nb = read_nb(nb_path)
data = {'title': title, 'summary': summary, 'keywords': keywords, **kwargs}
data = {k:v for (k,v) in data.items() if v is not None} # remove none values
if not data: return
nb['metadata']['jekyll'] = data
write_nb(nb, nb_path)
NotebookNotary().sign(nb)
|
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] |
Creates jekyll metadata for given notebook path.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L204-L212
|
train
|
Creates jekyll metadata for given notebook path.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(7419 - 7308) + chr(51) + chr(0b110101) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11000 + 0o31) + chr(0b101110 + 0o10) + '\x32', 35136 - 35128), ehT0Px3KOsy9('\060' + '\157' + '\064' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110000) + chr(53), 61253 - 61245), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1610 - 1559) + chr(50) + chr(1091 - 1043), 0o10), ehT0Px3KOsy9('\x30' + chr(4886 - 4775) + '\x31' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b101100 + 0o7) + chr(0b110110) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x37' + chr(0b1001 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1626 - 1575) + chr(0b10101 + 0o33) + chr(53), 57157 - 57149), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\065' + chr(0b101101 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + chr(8681 - 8570) + '\063' + chr(50) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x30' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(464 - 411) + chr(1777 - 1722), 38367 - 38359), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(242 - 192) + chr(0b0 + 0o61) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2367 - 2317) + chr(1724 - 1675) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11868 - 11757) + '\x31' + '\x30' + chr(0b110111), 11277 - 11269), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(2262 - 2212), 54847 - 54839), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(54), 3199 - 3191), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(128 - 77) + chr(0b111 + 0o53) + chr(53), 8), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110010) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100110 + 0o20) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + chr(0b110001) + chr(0b11010 + 0o35) + chr(52), 21741 - 21733), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b101110 + 0o5) + chr(0b101100 + 0o12), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(2221 - 2171) + '\x35' + chr(0b101 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110010) + '\x36' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110000) + chr(0b11011 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110100) + chr(0b110000), 6513 - 6505), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(0b1001 + 0o52) + '\x37' + chr(503 - 454), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(11086 - 10975) + chr(0b10100 + 0o41) + '\x36', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o56) + chr(1151 - 1096) + chr(0b1101 + 0o44), 47055 - 47047), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b11010 + 0o32) + chr(0b110101), 24222 - 24214), ehT0Px3KOsy9(chr(382 - 334) + '\x6f' + '\x33' + chr(0b10111 + 0o32) + chr(53), 46782 - 46774), ehT0Px3KOsy9('\060' + '\157' + '\065' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x31' + chr(2352 - 2302), 6022 - 6014), ehT0Px3KOsy9(chr(0b110000) + chr(1299 - 1188) + chr(2259 - 2210) + chr(0b11100 + 0o30) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2554 - 2503) + chr(1716 - 1668) + chr(0b110 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1001 + 0o52) + '\x30' + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\063' + chr(0b110101) + '\x30', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1011 + 0o52) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6'), chr(0b1100100) + '\x65' + chr(5070 - 4971) + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + chr(0b1110100) + '\146' + chr(0b101 + 0o50) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GV42nrtAsuYX(MhP3LBIdRhsC=None, IkttdaI0bGlA=None, oLgyQ45ORWXM=None, MvnGvXXUveIv=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\x13U1\xb1`'), chr(0b100100 + 0o100) + '\x65' + chr(5937 - 5838) + chr(111) + '\144' + '\145')(chr(0b11000 + 0o135) + chr(166 - 50) + '\146' + chr(0b1000 + 0o45) + chr(1265 - 1209)), owudp2xlhy9V=ehT0Px3KOsy9(chr(48) + '\157' + '\061', 0o10), **M8EIoTs2GJXE):
Ovxw0fdDOU7L = dKtTew_I6KKO(MhP3LBIdRhsC)
ULnjp6D6efFH = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\x1bR)\xb5'), chr(0b1100100) + chr(8912 - 8811) + chr(99) + '\157' + chr(100) + '\145')('\x75' + '\x74' + '\146' + chr(635 - 590) + '\x38'): IkttdaI0bGlA, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x07K(\xb1{\x88'), '\144' + '\x65' + chr(0b11001 + 0o112) + chr(0b1101111) + chr(0b1100000 + 0o4) + '\x65')(chr(117) + chr(0b1000011 + 0o61) + chr(0b1100110) + chr(45) + '\x38'): oLgyQ45ORWXM, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x17_2\xbf{\x95\x8f'), '\x64' + chr(0b111000 + 0o55) + chr(0b1100011) + chr(0b1011000 + 0o27) + '\x64' + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + '\x2d' + '\070'): MvnGvXXUveIv, **M8EIoTs2GJXE}
ULnjp6D6efFH = {OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in ULnjp6D6efFH.NzveIZ3IlSH9() if cMbll0QYhULo is not None}
if not ULnjp6D6efFH:
return
Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x17R$\xb4h\x85\x9d'), '\x64' + '\145' + '\x63' + chr(0b1111 + 0o140) + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + '\146' + '\x2d' + chr(426 - 370))][xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\x17M<\xbce'), '\144' + '\145' + chr(99) + chr(0b101111 + 0o100) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1010 + 0o152) + chr(102) + chr(286 - 241) + chr(56))] = ULnjp6D6efFH
mSOqgXyaTefX(Ovxw0fdDOU7L, MhP3LBIdRhsC)
xafqLlk3kkUe(uI2fUCgHxbov(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x1bA+'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + '\x64' + '\x65')(chr(117) + chr(2629 - 2513) + '\146' + chr(0b101101) + chr(0b111000)))(Ovxw0fdDOU7L)
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
get_imported_modules
|
def get_imported_modules(cells, nb_module_name=''):
"Finds all submodules of notebook - sorted by submodules > top level modules > manual imports. This gives notebook imports priority"
module_names = get_top_level_modules()
nb_imports = [match.group(1) for cell in cells for match in IMPORT_RE.finditer(cell['source']) if cell['cell_type'] == 'code']
parts = nb_module_name.split('.')
parent_modules = ['.'.join(parts[:(x+1)]) for x in range_of(parts)] # Imports parent modules - a.b.c = [a, a.b, a.b.c]
all_modules = module_names + nb_imports + parent_modules
mods = [import_mod(m, ignore_errors=True) for m in all_modules]
return [m for m in mods if m is not None]
|
python
|
def get_imported_modules(cells, nb_module_name=''):
"Finds all submodules of notebook - sorted by submodules > top level modules > manual imports. This gives notebook imports priority"
module_names = get_top_level_modules()
nb_imports = [match.group(1) for cell in cells for match in IMPORT_RE.finditer(cell['source']) if cell['cell_type'] == 'code']
parts = nb_module_name.split('.')
parent_modules = ['.'.join(parts[:(x+1)]) for x in range_of(parts)] # Imports parent modules - a.b.c = [a, a.b, a.b.c]
all_modules = module_names + nb_imports + parent_modules
mods = [import_mod(m, ignore_errors=True) for m in all_modules]
return [m for m in mods if m is not None]
|
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] |
Finds all submodules of notebook - sorted by submodules > top level modules > manual imports. This gives notebook imports priority
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L221-L229
|
train
|
Finds all submodules of notebook - sorted by submodules > top level modules > manual imports. This gives notebook imports priority
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(49) + '\x37' + chr(0b1110 + 0o42), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8159 - 8048) + chr(51) + '\067' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b101001 + 0o13) + chr(1053 - 1003), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2235 - 2124) + chr(0b10101 + 0o36) + chr(0b110001) + chr(1538 - 1490), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + chr(0b110010) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1745 - 1634) + chr(1549 - 1498) + chr(1863 - 1815) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x31' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1171 - 1121) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9(chr(1475 - 1427) + chr(111) + chr(50) + chr(51) + chr(0b10111 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(1066 - 1018), 23786 - 23778), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x34', 0b1000), ehT0Px3KOsy9(chr(161 - 113) + '\157' + chr(2458 - 2408) + chr(0b11110 + 0o31) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(509 - 461) + chr(111) + '\063' + chr(0b110011) + '\060', 20451 - 20443), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\x32' + chr(1916 - 1862) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1040 - 992) + chr(7178 - 7067) + '\063' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(0b101001 + 0o11), 25985 - 25977), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x35' + chr(857 - 804), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x34' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110011) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + '\064' + chr(2606 - 2551), 0o10), ehT0Px3KOsy9(chr(64 - 16) + chr(0b10001 + 0o136) + chr(0b100011 + 0o16) + chr(0b110000) + '\x36', 24902 - 24894), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x32' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(682 - 634) + '\157' + chr(0b110011) + chr(50) + '\x33', 811 - 803), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x35' + chr(0b11101 + 0o32), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b101100 + 0o4) + chr(0b101010 + 0o14), 8), ehT0Px3KOsy9(chr(2133 - 2085) + chr(2477 - 2366) + chr(0b1010 + 0o51) + chr(0b110001) + chr(0b10100 + 0o34), 8), ehT0Px3KOsy9(chr(0b110000) + chr(7944 - 7833) + '\061' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o4) + chr(1280 - 1229) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + '\063' + chr(956 - 908) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(48) + '\x36', 0o10), ehT0Px3KOsy9(chr(2054 - 2006) + chr(0b110100 + 0o73) + '\061' + chr(0b10110 + 0o37) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + '\x32' + chr(0b101000 + 0o12) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(880 - 831) + '\x32' + chr(1654 - 1601), 0o10), ehT0Px3KOsy9(chr(181 - 133) + '\x6f' + chr(363 - 314) + chr(50) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4511 - 4400) + '\x31' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(0b110001) + '\064' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011001 + 0o26) + '\063' + '\060' + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\066' + chr(501 - 448), 33050 - 33042)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(3202 - 3091) + '\x35' + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(7102 - 7002) + chr(0b11100 + 0o111) + chr(99) + chr(0b1010111 + 0o30) + chr(100) + chr(8824 - 8723))(chr(0b110110 + 0o77) + chr(116) + chr(9196 - 9094) + chr(0b101101) + chr(460 - 404)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def BQMWj4USOTtt(N4sYWBtZD_gy, GlkNZRouJjOv=xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(12557 - 12440) + '\x74' + chr(0b1100110) + chr(0b11010 + 0o23) + '\070')):
TF0yixY44mra = tM6AFc_7g6sW()
J5tHs6Q5eBwS = [AZi1vqvu7T1_.N9UnmYvaW1pO(ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061', 0o10)) for XQrM8eZytga5 in N4sYWBtZD_gy for AZi1vqvu7T1_ in iTZgJX5vRV83.finditer(XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\x90\x17\xbap\xa7'), '\x64' + '\145' + chr(6598 - 6499) + chr(111) + chr(8380 - 8280) + chr(0b1100101))('\165' + chr(0b1110100) + chr(102) + chr(0b101001 + 0o4) + chr(0b111000))]) if XQrM8eZytga5[xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x9a\x0e\xa4L\xb6\xb0\xc6\xf8'), '\144' + chr(101) + chr(0b1011001 + 0o12) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b11000 + 0o134) + '\146' + '\055' + chr(0b111000))] == xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x90\x06\xad'), '\x64' + chr(101) + chr(99) + '\x6f' + chr(1274 - 1174) + chr(0b100000 + 0o105))(chr(117) + chr(0b1110100) + '\146' + chr(0b100000 + 0o15) + '\070')]
gIfWK5W_pmM4 = GlkNZRouJjOv.split(xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(0b1000 + 0o134) + '\145' + '\143' + chr(11770 - 11659) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(0b110010 + 0o64) + chr(0b10111 + 0o26) + chr(98 - 42)))
NZkNft329e8c = [xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(6733 - 6633) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b11000 + 0o115))('\165' + chr(0b101001 + 0o113) + chr(6681 - 6579) + chr(1867 - 1822) + chr(0b111000)).join(gIfWK5W_pmM4[:OeWW0F1dBPRQ + ehT0Px3KOsy9(chr(1368 - 1320) + chr(111) + chr(0b10010 + 0o37), 8)]) for OeWW0F1dBPRQ in Uect2eNqfAe8(gIfWK5W_pmM4)]
cbEEm1I1sGH6 = TF0yixY44mra + J5tHs6Q5eBwS + NZkNft329e8c
SkdCawTvuLNj = [G4Q1ud6CoRZf(r8ufID9JCHnI, ignore_errors=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o21), 8)) for r8ufID9JCHnI in cbEEm1I1sGH6]
return [r8ufID9JCHnI for r8ufID9JCHnI in SkdCawTvuLNj if r8ufID9JCHnI is not None]
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
update_module_page
|
def update_module_page(mod, dest_path='.'):
"Update the documentation notebook of a given module."
doc_path = get_doc_path(mod, dest_path)
strip_name = strip_fastai(mod.__name__)
nb = read_nb(doc_path)
cells = nb['cells']
link_markdown_cells(cells, get_imported_modules(cells, mod.__name__))
type_dict = read_nb_types(cells)
gvar_map = get_global_vars(mod)
for name in get_exports(mod):
if name not in gvar_map: continue
code = gvar_map[name]
if name in type_dict: cells[type_dict[name]] = get_md_cell(code)
else: cells.append(get_md_cell(code))
pos_dict = read_nb_content(cells, strip_name)
ft_names = get_ft_names(mod, include_inner=True)
new_fts = list(set(ft_names) - set(pos_dict.keys()))
if new_fts: print(f'Found new fuctions for {mod}. Please document:\n{new_fts}')
existing, undoc_cells, new_cells = parse_sections(cells)
for ft_name in new_fts: new_cells.extend([get_doc_cell(ft_name), get_empty_cell()])
if len(new_cells) > 1: nb['cells'] = existing + undoc_cells + new_cells
write_nb(nb, doc_path)
return doc_path
|
python
|
def update_module_page(mod, dest_path='.'):
"Update the documentation notebook of a given module."
doc_path = get_doc_path(mod, dest_path)
strip_name = strip_fastai(mod.__name__)
nb = read_nb(doc_path)
cells = nb['cells']
link_markdown_cells(cells, get_imported_modules(cells, mod.__name__))
type_dict = read_nb_types(cells)
gvar_map = get_global_vars(mod)
for name in get_exports(mod):
if name not in gvar_map: continue
code = gvar_map[name]
if name in type_dict: cells[type_dict[name]] = get_md_cell(code)
else: cells.append(get_md_cell(code))
pos_dict = read_nb_content(cells, strip_name)
ft_names = get_ft_names(mod, include_inner=True)
new_fts = list(set(ft_names) - set(pos_dict.keys()))
if new_fts: print(f'Found new fuctions for {mod}. Please document:\n{new_fts}')
existing, undoc_cells, new_cells = parse_sections(cells)
for ft_name in new_fts: new_cells.extend([get_doc_cell(ft_name), get_empty_cell()])
if len(new_cells) > 1: nb['cells'] = existing + undoc_cells + new_cells
write_nb(nb, doc_path)
return doc_path
|
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] |
Update the documentation notebook of a given module.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L262-L288
|
train
|
Update the documentation notebook of a given module.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(0b1111 + 0o42) + '\062' + chr(0b11100 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1125 - 1075) + chr(53) + chr(1209 - 1160), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(50) + '\062' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110000) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110010) + chr(1414 - 1360), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(49) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(1725 - 1671) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b1 + 0o63) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b0 + 0o62) + chr(55) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(2987 - 2876) + '\x32' + chr(55) + chr(2142 - 2089), 16163 - 16155), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(807 - 756) + chr(0b110010 + 0o2) + chr(52), 60438 - 60430), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(508 - 456) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(0b110001), 18688 - 18680), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + chr(0b11110 + 0o24) + chr(735 - 687) + chr(0b101101 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(232 - 177) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1498 - 1450) + chr(7388 - 7277) + chr(0b110011) + chr(296 - 246), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(10037 - 9926) + chr(0b100010 + 0o21) + chr(1665 - 1610) + chr(0b101 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10629 - 10518) + chr(0b110010) + '\062' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b101000 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(220 - 165) + chr(0b110101), 19005 - 18997), ehT0Px3KOsy9(chr(1211 - 1163) + '\x6f' + chr(0b110100) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(8951 - 8840) + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b10001 + 0o42) + chr(51) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(51) + chr(0b101010 + 0o7) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100111 + 0o14) + chr(0b1000 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + '\x33' + chr(1918 - 1864) + chr(989 - 938), 0b1000), ehT0Px3KOsy9('\060' + chr(6733 - 6622) + '\x33' + chr(0b110110) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110111) + chr(0b110010), 4351 - 4343), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\067' + '\062', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101011 + 0o13) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1316 - 1268) + '\x6f' + '\061' + chr(0b110011) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\060' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(430 - 378) + chr(0b11010 + 0o35), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110111) + '\066', 43829 - 43821), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(53) + chr(0b100 + 0o61), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(51) + chr(0b1111 + 0o44) + '\x34', 33345 - 33337), ehT0Px3KOsy9('\x30' + chr(111) + chr(1760 - 1710) + '\066' + '\x30', 0b1000), ehT0Px3KOsy9(chr(1195 - 1147) + '\157' + chr(957 - 908) + '\064' + '\065', 37562 - 37554), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(1619 - 1508) + chr(0b110001) + '\x36' + '\064', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(2729 - 2618) + chr(53) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'|'), chr(0b1100100) + chr(101) + chr(6975 - 6876) + chr(111) + chr(100) + '\145')('\x75' + '\164' + '\146' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PhHJbn_cK8Ac(JHJR37KvkQhF, dXXdzRv_n6Ji=xafqLlk3kkUe(SXOLrMavuUCe(b'|'), chr(0b1100100) + chr(4628 - 4527) + '\143' + chr(0b1101111) + chr(0b1000111 + 0o35) + chr(101))(chr(3145 - 3028) + chr(0b101001 + 0o113) + chr(102) + chr(0b1111 + 0o36) + '\070')):
X9nEnejf8SbU = GncYJMsIhK7B(JHJR37KvkQhF, dXXdzRv_n6Ji)
_xUBwdEr9zaT = XofcpWlTo9pZ(JHJR37KvkQhF.Gbej4oZqKLA6)
Ovxw0fdDOU7L = dKtTew_I6KKO(X9nEnejf8SbU)
N4sYWBtZD_gy = Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'1\xcc\xfb\xea%'), chr(2547 - 2447) + chr(0b1100101) + '\x63' + '\157' + chr(0b10100 + 0o120) + chr(0b1001 + 0o134))('\x75' + chr(116) + '\x66' + chr(45) + chr(0b111000))]
fpC29cphtuWx(N4sYWBtZD_gy, BQMWj4USOTtt(N4sYWBtZD_gy, xafqLlk3kkUe(JHJR37KvkQhF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xcb\xf2\xecb\xe0\xa8\x12\xf7\xf1\xa5\x17'), '\144' + '\145' + chr(0b1100011) + chr(0b111010 + 0o65) + chr(5580 - 5480) + chr(101))(chr(0b1110101) + '\164' + chr(0b1100011 + 0o3) + chr(1406 - 1361) + '\070'))))
p4kIWNblx_FU = ci6bU9OniUGj(N4sYWBtZD_gy)
YwhXWcFO22uY = X4VJzh2V8ew6(JHJR37KvkQhF)
for AIvJRzLdDfgF in DzUV73jBwPQN(JHJR37KvkQhF):
if AIvJRzLdDfgF not in YwhXWcFO22uY:
continue
ZWRNGxZ3R69y = YwhXWcFO22uY[AIvJRzLdDfgF]
if AIvJRzLdDfgF in p4kIWNblx_FU:
N4sYWBtZD_gy[p4kIWNblx_FU[AIvJRzLdDfgF]] = q95fIDuNO_3V(ZWRNGxZ3R69y)
else:
xafqLlk3kkUe(N4sYWBtZD_gy, xafqLlk3kkUe(SXOLrMavuUCe(b'3\xd9\xe7\xe38\xeb'), '\144' + chr(101) + chr(0b110 + 0o135) + chr(9950 - 9839) + chr(392 - 292) + '\145')(chr(117) + chr(7860 - 7744) + chr(102) + chr(560 - 515) + chr(56)))(q95fIDuNO_3V(ZWRNGxZ3R69y))
aQiak6ZvJ06k = eLLoHDkv5IFL(N4sYWBtZD_gy, _xUBwdEr9zaT)
INP_HPErxBEi = HAeRioKRMb8a(JHJR37KvkQhF, include_inner=ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(49), 0o10))
OmidOH1UdSrl = YyaZ4tpXu4lf(MVEN8G6CxlvR(INP_HPErxBEi) - MVEN8G6CxlvR(aQiak6ZvJ06k.keys()))
if OmidOH1UdSrl:
zLUzGokYBM2Z(f'Found new fuctions for {JHJR37KvkQhF}. Please document:\n{OmidOH1UdSrl}')
(V1V0PLjsaJoI, a4P2bUBUBU06, HpS1128CQ43o) = SLo4lnH2Pdeh(N4sYWBtZD_gy)
for kfx1U0urMEyI in OmidOH1UdSrl:
xafqLlk3kkUe(HpS1128CQ43o, xafqLlk3kkUe(SXOLrMavuUCe(b'7\xd1\xe3\xe38\xeb'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(111) + '\144' + '\x65')(chr(0b1110101) + chr(116) + chr(2483 - 2381) + '\x2d' + '\x38'))([Dznqeh9k1BXJ(kfx1U0urMEyI), aTDhUiYJQy89()])
if c2A0yzQpDQB3(HpS1128CQ43o) > ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31', 8):
Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'1\xcc\xfb\xea%'), chr(0b1000001 + 0o43) + chr(0b110110 + 0o57) + '\143' + chr(111) + '\x64' + chr(101))(chr(7809 - 7692) + chr(3165 - 3049) + chr(0b10000 + 0o126) + chr(1785 - 1740) + chr(2702 - 2646))] = V1V0PLjsaJoI + a4P2bUBUBU06 + HpS1128CQ43o
mSOqgXyaTefX(Ovxw0fdDOU7L, X9nEnejf8SbU)
return X9nEnejf8SbU
|
fastai/fastai
|
fastai/gen_doc/gen_notebooks.py
|
update_notebooks
|
def update_notebooks(source_path, dest_path=None, update_html=True, document_new_fns=False,
update_nb_links=True, html_path=None, force=False):
"`source_path` can be a directory or a file. Assume all modules reside in the fastai directory."
from .convert2html import convert_nb
source_path = Path(source_path)
if source_path.is_file():
dest_path = source_path.parent if dest_path is None else Path(dest_path)
html_path = dest_path/'..'/'docs' if html_path is None else Path(html_path)
doc_path = source_path
assert source_path.suffix == '.ipynb', 'Must update from notebook or module'
if document_new_fns:
mod = import_mod(get_module_from_notebook(source_path))
if not mod: print('Could not find module for path:', source_path)
elif mod.__file__.endswith('__init__.py'): pass
else: update_module_page(mod, dest_path)
generate_missing_metadata(doc_path)
if update_nb_links:
print(f'Updating notebook {doc_path}. Please wait...')
link_nb(doc_path)
execute_nb(doc_path, {'metadata': {'path': doc_path.parent}}, show_doc_only=True)
if update_html:
check_nbconvert_version()
html_fn = html_path/doc_path.with_suffix('.html').name
if not force and html_fn.is_file():
in_mod = os.path.getmtime(doc_path)
out_mod = os.path.getmtime(html_fn)
if in_mod < out_mod: return
convert_nb(doc_path, html_path)
elif (source_path.name.startswith('fastai.')):
# Do module update
assert dest_path is not None, 'To update a module, you must specify a destination folder for where notebook resides'
mod = import_mod(source_path.name)
if not mod: return print('Could not find module for:', source_path)
doc_path = Path(dest_path)/(strip_fastai(mod.__name__)+'.ipynb')
if not doc_path.exists():
print('Notebook does not exist. Creating:', doc_path)
create_module_page(mod, dest_path)
update_notebooks(doc_path, dest_path=dest_path, update_html=update_html, document_new_fns=document_new_fns,
update_nb_links=update_nb_links, html_path=html_path)
elif source_path.is_dir():
for f in sorted(Path(source_path).glob('*.ipynb')):
update_notebooks(f, dest_path=dest_path, update_html=update_html, document_new_fns=document_new_fns,
update_nb_links=update_nb_links, html_path=html_path)
else: print('Could not resolve source file:', source_path)
|
python
|
def update_notebooks(source_path, dest_path=None, update_html=True, document_new_fns=False,
update_nb_links=True, html_path=None, force=False):
"`source_path` can be a directory or a file. Assume all modules reside in the fastai directory."
from .convert2html import convert_nb
source_path = Path(source_path)
if source_path.is_file():
dest_path = source_path.parent if dest_path is None else Path(dest_path)
html_path = dest_path/'..'/'docs' if html_path is None else Path(html_path)
doc_path = source_path
assert source_path.suffix == '.ipynb', 'Must update from notebook or module'
if document_new_fns:
mod = import_mod(get_module_from_notebook(source_path))
if not mod: print('Could not find module for path:', source_path)
elif mod.__file__.endswith('__init__.py'): pass
else: update_module_page(mod, dest_path)
generate_missing_metadata(doc_path)
if update_nb_links:
print(f'Updating notebook {doc_path}. Please wait...')
link_nb(doc_path)
execute_nb(doc_path, {'metadata': {'path': doc_path.parent}}, show_doc_only=True)
if update_html:
check_nbconvert_version()
html_fn = html_path/doc_path.with_suffix('.html').name
if not force and html_fn.is_file():
in_mod = os.path.getmtime(doc_path)
out_mod = os.path.getmtime(html_fn)
if in_mod < out_mod: return
convert_nb(doc_path, html_path)
elif (source_path.name.startswith('fastai.')):
# Do module update
assert dest_path is not None, 'To update a module, you must specify a destination folder for where notebook resides'
mod = import_mod(source_path.name)
if not mod: return print('Could not find module for:', source_path)
doc_path = Path(dest_path)/(strip_fastai(mod.__name__)+'.ipynb')
if not doc_path.exists():
print('Notebook does not exist. Creating:', doc_path)
create_module_page(mod, dest_path)
update_notebooks(doc_path, dest_path=dest_path, update_html=update_html, document_new_fns=document_new_fns,
update_nb_links=update_nb_links, html_path=html_path)
elif source_path.is_dir():
for f in sorted(Path(source_path).glob('*.ipynb')):
update_notebooks(f, dest_path=dest_path, update_html=update_html, document_new_fns=document_new_fns,
update_nb_links=update_nb_links, html_path=html_path)
else: print('Could not resolve source file:', source_path)
|
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] |
`source_path` can be a directory or a file. Assume all modules reside in the fastai directory.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/gen_notebooks.py#L305-L350
|
train
|
source_path can be a directory or a file. Assume all modules reside in the fastai directory.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b100000 + 0o24) + chr(820 - 772), 32411 - 32403), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1966 - 1915) + '\065' + chr(0b110001 + 0o4), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1001101 + 0o42) + chr(0b110011) + '\064' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(49) + chr(0b11001 + 0o27) + chr(48), 39864 - 39856), ehT0Px3KOsy9('\x30' + '\157' + chr(2178 - 2128) + chr(2384 - 2331) + chr(0b100 + 0o63), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10000 + 0o45) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(107 - 53) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(9193 - 9082) + chr(0b110001) + chr(0b110000) + chr(147 - 94), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1112 - 1061) + chr(0b110011 + 0o2) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\064' + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x30' + chr(50), 0b1000), ehT0Px3KOsy9(chr(274 - 226) + chr(111) + '\x33' + chr(0b110111) + chr(0b1111 + 0o41), 63710 - 63702), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(55), 0o10), ehT0Px3KOsy9(chr(2254 - 2206) + chr(0b11101 + 0o122) + chr(50) + chr(48) + '\x34', 28688 - 28680), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11110 + 0o23) + '\x34' + chr(0b100101 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(0b110011) + chr(0b110000) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2509 - 2398) + chr(51) + chr(2661 - 2609), 59971 - 59963), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b100101 + 0o16) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(772 - 661) + '\x31' + chr(1513 - 1465) + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9('\060' + chr(10495 - 10384) + chr(397 - 348) + chr(0b100110 + 0o13) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + '\061' + '\066' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(1500 - 1451) + chr(0b110101) + '\062', 32874 - 32866), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1100110 + 0o11) + '\x31' + chr(0b100011 + 0o23) + chr(664 - 612), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(50) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(2587 - 2535), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b101010 + 0o12) + '\x37', 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + '\x33' + chr(51) + chr(851 - 798), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x35' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x35' + chr(0b101001 + 0o12), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1011010 + 0o25) + chr(0b110010 + 0o0) + '\065' + chr(0b1101 + 0o50), 9405 - 9397), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\061' + chr(0b100111 + 0o17), 0o10), ehT0Px3KOsy9(chr(861 - 813) + '\157' + chr(49) + '\060' + chr(0b11001 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(795 - 684) + chr(51) + '\x31' + chr(2472 - 2421), 54203 - 54195), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x35' + '\067', 18584 - 18576), ehT0Px3KOsy9('\060' + chr(3924 - 3813) + '\x32' + chr(50) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(51) + '\062', 7457 - 7449), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b11111 + 0o21) + chr(0b110011), 26152 - 26144), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b101001 + 0o10), 40520 - 40512), ehT0Px3KOsy9(chr(211 - 163) + chr(0b11001 + 0o126) + chr(49) + '\x35' + chr(0b110110), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1606 - 1558) + '\x6f' + '\x35' + chr(1374 - 1326), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xce'), chr(100) + '\x65' + chr(0b1100011) + chr(6167 - 6056) + chr(3410 - 3310) + chr(0b1100101))('\165' + chr(116) + chr(0b1100110) + chr(453 - 408) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZqqhATIBft94(Of1xrCI1yJJu, dXXdzRv_n6Ji=None, EKzNmaOnPs3W=ehT0Px3KOsy9(chr(1203 - 1155) + '\x6f' + '\x31', ord("\x08")), qFQ8s1Ll4IHy=ehT0Px3KOsy9('\060' + '\x6f' + chr(1706 - 1658), 8), JfTrvaiP0WzE=ehT0Px3KOsy9(chr(0b110000) + chr(10160 - 10049) + chr(0b110001), 8), WJrTJJBOxDwo=None, oUXpZkWkSgMi=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1267 - 1219), 8)):
(OkOAKPYX83oH,) = (xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x82\x886\xca\\\x00w\x80\xd3\xaf\x94'), '\144' + '\x65' + '\143' + '\157' + '\x64' + chr(9716 - 9615))('\165' + chr(0b1011101 + 0o27) + chr(0b1000010 + 0o44) + chr(1863 - 1818) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x82\x886\xca\\\x00\x1a\x86\xc5'), '\144' + '\145' + chr(0b1100011) + chr(0b110 + 0o151) + '\144' + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(102) + chr(45) + chr(2671 - 2615))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\x82\x886\xca\\\x00\x1a\x86\xc5'), chr(100) + chr(101) + '\143' + chr(5208 - 5097) + '\144' + chr(101))(chr(117) + '\164' + chr(102) + chr(45) + chr(0b101101 + 0o13))),)
Of1xrCI1yJJu = HiPOQr0Cdorg(Of1xrCI1yJJu)
if xafqLlk3kkUe(Of1xrCI1yJJu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x9e\xb9&\xc6B\x11'), chr(0b11101 + 0o107) + chr(0b1011100 + 0o11) + chr(0b100 + 0o137) + chr(7576 - 7465) + chr(100) + '\x65')(chr(0b1000011 + 0o62) + chr(12612 - 12496) + chr(102) + '\055' + chr(0b101011 + 0o15)))():
dXXdzRv_n6Ji = Of1xrCI1yJJu.KojYgxZ3VIQZ if dXXdzRv_n6Ji is None else HiPOQr0Cdorg(dXXdzRv_n6Ji)
WJrTJJBOxDwo = dXXdzRv_n6Ji / xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\xc3'), '\x64' + chr(507 - 406) + chr(99) + chr(0b1101111) + chr(284 - 184) + chr(0b100011 + 0o102))('\x75' + chr(0b1011000 + 0o34) + '\x66' + chr(45) + '\x38') / xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\x82\x853'), '\x64' + chr(0b1001000 + 0o35) + '\x63' + chr(0b1101111) + '\x64' + '\x65')(chr(0b1001101 + 0o50) + chr(116) + chr(9296 - 9194) + '\x2d' + chr(0b111000)) if WJrTJJBOxDwo is None else HiPOQr0Cdorg(WJrTJJBOxDwo)
X9nEnejf8SbU = Of1xrCI1yJJu
assert xafqLlk3kkUe(Of1xrCI1yJJu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x98\x80&\xc6V'), chr(100) + chr(0b11010 + 0o113) + chr(1497 - 1398) + chr(0b100001 + 0o116) + '\144' + '\145')(chr(0b111011 + 0o72) + chr(0b1110100) + chr(0b101101 + 0o71) + chr(493 - 448) + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x84\x969\xc1L'), '\x64' + chr(101) + chr(0b1100011) + chr(0b100011 + 0o114) + chr(0b1100100) + chr(1696 - 1595))(chr(0b111011 + 0o72) + chr(8228 - 8112) + '\146' + chr(0b101101) + chr(0b11011 + 0o35)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x98\x954\x8f[\x04!\x89\xd3\xa7\xd8i\xf6\x0b\xaf<\xb6.;e\x14\x05\x1b8\x04\xc8\xaf\xcb\x06\xc2\xaa7\xa7\n'), '\144' + chr(2902 - 2801) + '\143' + chr(111) + '\144' + chr(2958 - 2857))(chr(0b1011 + 0o152) + '\164' + chr(0b1100110) + chr(0b11001 + 0o24) + '\070')
if qFQ8s1Ll4IHy:
JHJR37KvkQhF = G4Q1ud6CoRZf(l7S22iQefBz1(Of1xrCI1yJJu))
if not JHJR37KvkQhF:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x82\x93,\xcb\x0e\x1a*\x9c\x87\xa4\x91a\xe0D\xafs\xbc4#eV\x0c\x1b!\x04\xd7\xbc\x9f\x03\x97'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + '\x74' + chr(102) + '\x2d' + '\070'), Of1xrCI1yJJu)
elif xafqLlk3kkUe(JHJR37KvkQhF.__file__, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x83\x823\xd8G\x00-'), '\144' + chr(0b111010 + 0o53) + chr(0b1100011) + '\157' + chr(100) + chr(9815 - 9714))(chr(0b10001 + 0o144) + '\164' + chr(0b1100110) + chr(0b11101 + 0o20) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\xb2\x8f.\xc6Z+\x1a\xc6\xd7\xbb'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + chr(0b1011100 + 0o10) + chr(2162 - 2061))(chr(117) + '\x74' + '\146' + chr(0b10001 + 0o34) + chr(56))):
pass
else:
PhHJbn_cK8Ac(JHJR37KvkQhF, dXXdzRv_n6Ji)
rb990E2wlX68(X9nEnejf8SbU)
if JfTrvaiP0WzE:
zLUzGokYBM2Z(f'Updating notebook {X9nEnejf8SbU}. Please wait...')
vUhsXXUINA48(X9nEnejf8SbU)
_mudkWhoWy30(X9nEnejf8SbU, {xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x88\x92!\xcbO\x00$'), '\144' + '\145' + chr(0b1010000 + 0o23) + '\157' + chr(100) + chr(0b1010011 + 0o22))('\165' + '\164' + chr(2635 - 2533) + '\x2d' + chr(2787 - 2731)): {xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\x8c\x92('), chr(146 - 46) + chr(101) + '\143' + chr(7282 - 7171) + chr(8534 - 8434) + '\x65')('\165' + '\x74' + '\146' + '\055' + chr(1956 - 1900)): xafqLlk3kkUe(X9nEnejf8SbU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\x82\x8c\x19\xc8V.v\xbe\xee\x93\xa2'), chr(1829 - 1729) + chr(7179 - 7078) + chr(317 - 218) + chr(0b1101111) + '\144' + chr(0b1000111 + 0o36))('\165' + '\164' + chr(0b100001 + 0o105) + '\055' + chr(2919 - 2863)))}}, show_doc_only=ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(49), 8))
if EKzNmaOnPs3W:
rtpId_nuRCJ0()
cWf4SkOLZ4nF = WJrTJJBOxDwo / X9nEnejf8SbU.with_suffix(xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x85\x92-\xc3'), chr(0b10010 + 0o122) + '\x65' + chr(99) + chr(3418 - 3307) + chr(0b1100100) + '\x65')(chr(0b10000 + 0o145) + '\164' + chr(0b1000 + 0o136) + '\055' + '\070')).AIvJRzLdDfgF
if not oUXpZkWkSgMi and xafqLlk3kkUe(cWf4SkOLZ4nF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x9e\xb9&\xc6B\x11'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + '\x74' + chr(0b100001 + 0o105) + chr(911 - 866) + chr(2178 - 2122)))():
YjYP2sJqJpeA = oqhJDdMJfuwx.path.getmtime(X9nEnejf8SbU)
uvfEfRCwJ0c2 = oqhJDdMJfuwx.path.getmtime(cWf4SkOLZ4nF)
if YjYP2sJqJpeA < uvfEfRCwJ0c2:
return
OkOAKPYX83oH(X9nEnejf8SbU, WJrTJJBOxDwo)
elif xafqLlk3kkUe(Of1xrCI1yJJu.name, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x99\x872\xdb]\x03,\x9c\xcf'), '\144' + chr(0b11100 + 0o111) + chr(99) + chr(1526 - 1415) + chr(100) + chr(0b110000 + 0o65))(chr(6444 - 6327) + '\x74' + '\146' + chr(0b101101) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\x8c\x954\xceGZ'), chr(100) + '\x65' + chr(5591 - 5492) + '\157' + chr(100) + chr(0b1100101))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(56))):
assert dXXdzRv_n6Ji is not None, xafqLlk3kkUe(SXOLrMavuUCe(b"\xb4\x82\xc65\xdfJ\x151\x8d\x87\xa3\xd8b\xeb\x00\xb7p\xbdmoy\x19\x1fT>Q\xd4\xa9\xcb\x18\xdd\xab!\xa2\t\xebz\xa2)\n\x85\x9e\x92)\xc1O\x00,\x87\xc9\xe2\x9e`\xe8\x00\xa7n\xf8' rV\x1d\x1c6V\xc2\xfd\x85\x04\xd9\xab \xa4\x00\xf9z\xb1l\x1d\x89\x89\x833"), chr(0b1000001 + 0o43) + chr(5506 - 5405) + chr(1529 - 1430) + '\157' + '\144' + chr(101))('\x75' + chr(11239 - 11123) + '\x66' + chr(0b11110 + 0o17) + chr(0b1011 + 0o55))
JHJR37KvkQhF = G4Q1ud6CoRZf(Of1xrCI1yJJu.AIvJRzLdDfgF)
if not JHJR37KvkQhF:
return zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x82\x93,\xcb\x0e\x1a*\x9c\x87\xa4\x91a\xe0D\xafs\xbc4#eV\x0c\x1b!\x1e'), chr(0b1000111 + 0o35) + '\145' + chr(6011 - 5912) + chr(5145 - 5034) + chr(100) + chr(10155 - 10054))('\165' + chr(116) + chr(0b101010 + 0o74) + chr(0b101101) + chr(1292 - 1236)), Of1xrCI1yJJu)
X9nEnejf8SbU = HiPOQr0Cdorg(dXXdzRv_n6Ji) / (XofcpWlTo9pZ(JHJR37KvkQhF.Gbej4oZqKLA6) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x84\x969\xc1L'), chr(0b1011010 + 0o12) + chr(7484 - 7383) + chr(7736 - 7637) + chr(0b10101 + 0o132) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b10110 + 0o120) + '\055' + '\070'))
if not xafqLlk3kkUe(X9nEnejf8SbU, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x95\x8f3\xdb]'), '\x64' + chr(0b101101 + 0o70) + chr(0b1100011) + chr(0b111111 + 0o60) + '\144' + chr(3544 - 3443))('\165' + '\164' + chr(102) + chr(730 - 685) + chr(0b100 + 0o64)))():
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x82\x92%\xcdA\x1b.\xc8\xc3\xad\x9d|\xa4\n\xadh\xf8$7i\x05\x1eZsg\xd5\xb8\x8a\x1f\xc4\xa0%\xf1'), '\144' + chr(3967 - 3866) + chr(99) + '\x6f' + chr(9768 - 9668) + chr(3409 - 3308))(chr(0b10111 + 0o136) + chr(116) + chr(0b1100110) + chr(1364 - 1319) + chr(298 - 242)), X9nEnejf8SbU)
DEfPYyFiKUue(JHJR37KvkQhF, dXXdzRv_n6Ji)
ZqqhATIBft94(X9nEnejf8SbU, dest_path=dXXdzRv_n6Ji, update_html=EKzNmaOnPs3W, document_new_fns=qFQ8s1Ll4IHy, update_nb_links=JfTrvaiP0WzE, html_path=WJrTJJBOxDwo)
elif xafqLlk3kkUe(Of1xrCI1yJJu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x9e\xb9$\xc6\\'), '\x64' + chr(0b1100101) + '\143' + chr(111) + '\144' + '\x65')(chr(684 - 567) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b11100 + 0o34)))():
for EGyt1xfPT1P6 in vUlqIvNSaRMa(xafqLlk3kkUe(HiPOQr0Cdorg(Of1xrCI1yJJu), xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x81\x89"'), '\x64' + chr(101) + '\x63' + '\157' + '\x64' + chr(344 - 243))('\x75' + chr(13313 - 13197) + chr(9005 - 8903) + chr(0b101101) + chr(929 - 873)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\xc3\x8f0\xd6@\x16'), chr(0b110100 + 0o60) + chr(8428 - 8327) + '\x63' + '\157' + chr(100) + chr(0b100111 + 0o76))(chr(117) + '\164' + '\146' + chr(0b101101) + '\070'))):
ZqqhATIBft94(EGyt1xfPT1P6, dest_path=dXXdzRv_n6Ji, update_html=EKzNmaOnPs3W, document_new_fns=qFQ8s1Ll4IHy, update_nb_links=JfTrvaiP0WzE, html_path=WJrTJJBOxDwo)
else:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\x82\x93,\xcb\x0e\x1a*\x9c\x87\xb0\x9d|\xeb\x08\xb4y\xf82 u\x04\t\x11sB\xce\xb1\x8eQ'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b101010 + 0o73))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b1111 + 0o36) + chr(0b10001 + 0o47)), Of1xrCI1yJJu)
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
dropout_mask
|
def dropout_mask(x:Tensor, sz:Collection[int], p:float):
"Return a dropout mask of the same type as `x`, size `sz`, with probability `p` to cancel an element."
return x.new(*sz).bernoulli_(1-p).div_(1-p)
|
python
|
def dropout_mask(x:Tensor, sz:Collection[int], p:float):
"Return a dropout mask of the same type as `x`, size `sz`, with probability `p` to cancel an element."
return x.new(*sz).bernoulli_(1-p).div_(1-p)
|
[
"def",
"dropout_mask",
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"x",
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"Tensor",
",",
"sz",
":",
"Collection",
"[",
"int",
"]",
",",
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":",
"float",
")",
":",
"return",
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".",
"new",
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"sz",
")",
".",
"bernoulli_",
"(",
"1",
"-",
"p",
")",
".",
"div_",
"(",
"1",
"-",
"p",
")"
] |
Return a dropout mask of the same type as `x`, size `sz`, with probability `p` to cancel an element.
|
[
"Return",
"a",
"dropout",
"mask",
"of",
"the",
"same",
"type",
"as",
"x",
"size",
"sz",
"with",
"probability",
"p",
"to",
"cancel",
"an",
"element",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L13-L15
|
train
|
Return a dropout mask of the same type as x size sz with probability p to cancel an element.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(516 - 462) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1000001 + 0o56) + '\x33' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(53) + chr(0b110001), 33331 - 33323), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(52) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(53) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(1770 - 1659) + '\062' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(734 - 623) + '\x32' + chr(0b1111 + 0o47) + '\x37', 48283 - 48275), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\061' + chr(2392 - 2339), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\x33' + chr(0b110011 + 0o0) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1952 - 1903) + chr(1600 - 1552) + chr(49), 0o10), ehT0Px3KOsy9(chr(1324 - 1276) + chr(0b1000111 + 0o50) + '\x33' + chr(0b1111 + 0o50) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b11001 + 0o32), 19717 - 19709), ehT0Px3KOsy9('\060' + chr(12075 - 11964) + chr(54) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(83 - 35) + '\157' + chr(0b1101 + 0o45) + chr(1651 - 1596) + chr(1064 - 1012), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(1474 - 1424) + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1129 - 1081) + chr(111) + '\x36' + chr(1135 - 1087), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b11101 + 0o30) + chr(961 - 912), ord("\x08")), ehT0Px3KOsy9(chr(260 - 212) + '\157' + '\x31' + chr(258 - 206), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + chr(1491 - 1439), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(445 - 393) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(109 - 58) + chr(0b11100 + 0o31) + chr(0b100110 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(51) + '\x33' + chr(946 - 892), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\064', 8), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\x33' + chr(0b10100 + 0o37), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11111 + 0o22) + '\x34' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(9970 - 9859) + chr(51) + '\x31' + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\061' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10000 + 0o42) + chr(50) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(51) + chr(279 - 226), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b110011) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101011 + 0o7) + chr(0b1001 + 0o47) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b100001 + 0o17) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b110010) + chr(184 - 132) + chr(0b110001), 58847 - 58839), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + '\062' + chr(0b101100 + 0o4) + chr(0b10011 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100111 + 0o14) + '\x33' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(838 - 788) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1425 - 1377) + chr(6740 - 6629) + '\x33' + chr(51) + chr(1278 - 1226), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110000) + '\x35', 60070 - 60062), ehT0Px3KOsy9(chr(1236 - 1188) + chr(0b1011000 + 0o27) + '\x32' + chr(0b111 + 0o51) + chr(51), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(1846 - 1793) + chr(0b100 + 0o54), 44696 - 44688)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xde'), chr(0b1010 + 0o132) + '\x65' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(13473 - 13356) + chr(116) + chr(3000 - 2898) + chr(1820 - 1775) + chr(0b110010 + 0o6)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HyMmWPuGKzDp(OeWW0F1dBPRQ, hhYs5y35lyzY, UyakMW2IMFEj):
return xafqLlk3kkUe(OeWW0F1dBPRQ.new(*hhYs5y35lyzY).bernoulli_(ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1100101 + 0o12) + chr(49), 0b1000) - UyakMW2IMFEj), xafqLlk3kkUe(SXOLrMavuUCe(b'\x94r_>'), chr(100) + chr(101) + '\x63' + chr(4429 - 4318) + chr(5729 - 5629) + '\x65')(chr(0b1100101 + 0o20) + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)))(ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8) - UyakMW2IMFEj)
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
awd_lstm_lm_split
|
def awd_lstm_lm_split(model:nn.Module) -> List[nn.Module]:
"Split a RNN `model` in groups for differential learning rates."
groups = [[rnn, dp] for rnn, dp in zip(model[0].rnns, model[0].hidden_dps)]
return groups + [[model[0].encoder, model[0].encoder_dp, model[1]]]
|
python
|
def awd_lstm_lm_split(model:nn.Module) -> List[nn.Module]:
"Split a RNN `model` in groups for differential learning rates."
groups = [[rnn, dp] for rnn, dp in zip(model[0].rnns, model[0].hidden_dps)]
return groups + [[model[0].encoder, model[0].encoder_dp, model[1]]]
|
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] |
Split a RNN `model` in groups for differential learning rates.
|
[
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"differential",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L165-L168
|
train
|
Split a RNN model in groups for differential learning rates.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(11629 - 11518) + chr(0b110010) + chr(53) + chr(1616 - 1563), 62860 - 62852), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110111) + chr(1114 - 1059), 12730 - 12722), ehT0Px3KOsy9(chr(48) + chr(6304 - 6193) + chr(0b11001 + 0o35) + chr(1296 - 1243), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(52) + chr(0b100111 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(862 - 814) + chr(0b1101111) + chr(0b110001) + chr(855 - 806), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1411 - 1362) + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1899 - 1851) + chr(6330 - 6219) + chr(0b110010) + '\x31' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(2858 - 2747) + '\062' + chr(52) + chr(51), 8), ehT0Px3KOsy9(chr(2038 - 1990) + chr(0b1000110 + 0o51) + '\x33' + chr(0b110001) + chr(0b10010 + 0o43), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(0b110010) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(369 - 318) + '\x30', 46822 - 46814), ehT0Px3KOsy9(chr(982 - 934) + chr(0b110001 + 0o76) + chr(0b110111) + '\x34', 37661 - 37653), ehT0Px3KOsy9(chr(1879 - 1831) + '\x6f' + '\x32' + chr(0b10000 + 0o47) + chr(989 - 934), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b11011 + 0o34) + chr(2157 - 2107), 1857 - 1849), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + '\x33', 25713 - 25705), ehT0Px3KOsy9(chr(48) + chr(8144 - 8033) + '\x33' + '\060' + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(0b11101 + 0o26) + '\066' + chr(0b101101 + 0o11), 47636 - 47628), ehT0Px3KOsy9(chr(1199 - 1151) + chr(0b100000 + 0o117) + chr(0b110010) + chr(1208 - 1153) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + chr(75 - 21) + chr(0b11001 + 0o36), 15919 - 15911), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2335 - 2284) + '\x31' + '\066', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(6628 - 6517) + chr(1547 - 1494) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(0b110010) + '\x36' + chr(1289 - 1239), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1011 + 0o46) + '\060' + chr(0b100010 + 0o23), 0b1000), ehT0Px3KOsy9(chr(1309 - 1261) + '\157' + '\x33' + chr(0b110110) + chr(0b1000 + 0o56), 8), ehT0Px3KOsy9(chr(908 - 860) + '\157' + chr(0b110010) + '\x32' + chr(0b101010 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\063' + chr(51) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o1) + '\x34' + '\x33', 8), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + chr(1003 - 952) + chr(50) + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(9904 - 9793) + '\061' + chr(0b110000) + chr(1511 - 1458), 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(1085 - 1036) + chr(772 - 721) + chr(256 - 204), 0o10), ehT0Px3KOsy9('\x30' + chr(11267 - 11156) + chr(50) + chr(0b10101 + 0o42) + chr(1683 - 1633), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\067' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b111011 + 0o64) + '\x31' + chr(50) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110010) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x31' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(167 - 56) + '\x31' + chr(0b10011 + 0o35) + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b10001 + 0o43) + chr(0b101000 + 0o11), 56093 - 56085)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(0b110101) + chr(0b110000), 58665 - 58657)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x83'), chr(100) + chr(453 - 352) + chr(8393 - 8294) + '\157' + '\144' + '\x65')(chr(117) + chr(0b101101 + 0o107) + '\146' + chr(0b10011 + 0o32) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KO10wkDsKh5h(FK0vqzZ5gPN6) -> qRxF7OQ0y39T[xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\xd0Q\xd6e5'), chr(0b10111 + 0o115) + chr(0b1100101) + chr(1690 - 1591) + chr(7057 - 6946) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1011100 + 0o12) + chr(0b10100 + 0o31) + chr(0b111000)))]:
_kYt8hUq51WB = [[eUZVyBXfzBUn, MWX54tC4IhVY] for (eUZVyBXfzBUn, MWX54tC4IhVY) in pZ0NK2y6HRbn(FK0vqzZ5gPN6[ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + '\060', 31126 - 31118)].rnns, FK0vqzZ5gPN6[ehT0Px3KOsy9(chr(48) + chr(7505 - 7394) + chr(0b10001 + 0o37), 8)].hidden_dps)]
return _kYt8hUq51WB + [[xafqLlk3kkUe(FK0vqzZ5gPN6[ehT0Px3KOsy9('\060' + chr(6818 - 6707) + '\060', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xd1V\xccm5\xfa'), chr(100) + '\x65' + '\143' + '\157' + chr(0b1100100) + chr(0b11010 + 0o113))('\165' + chr(0b0 + 0o164) + chr(7278 - 7176) + '\x2d' + chr(1213 - 1157))), xafqLlk3kkUe(FK0vqzZ5gPN6[ehT0Px3KOsy9('\x30' + '\x6f' + '\060', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xd1V\xccm5\xfa\xfc\xa9f'), '\x64' + '\x65' + chr(99) + '\157' + chr(0b111001 + 0o53) + '\x65')('\165' + '\x74' + chr(0b1100110) + chr(0b11010 + 0o23) + '\x38')), FK0vqzZ5gPN6[ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(1570 - 1459) + chr(49), 24754 - 24746)]]]
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
value2rgba
|
def value2rgba(x:float, cmap:Callable=cm.RdYlGn, alpha_mult:float=1.0)->Tuple:
"Convert a value `x` from 0 to 1 (inclusive) to an RGBA tuple according to `cmap` times transparency `alpha_mult`."
c = cmap(x)
rgb = (np.array(c[:-1]) * 255).astype(int)
a = c[-1] * alpha_mult
return tuple(rgb.tolist() + [a])
|
python
|
def value2rgba(x:float, cmap:Callable=cm.RdYlGn, alpha_mult:float=1.0)->Tuple:
"Convert a value `x` from 0 to 1 (inclusive) to an RGBA tuple according to `cmap` times transparency `alpha_mult`."
c = cmap(x)
rgb = (np.array(c[:-1]) * 255).astype(int)
a = c[-1] * alpha_mult
return tuple(rgb.tolist() + [a])
|
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] |
Convert a value `x` from 0 to 1 (inclusive) to an RGBA tuple according to `cmap` times transparency `alpha_mult`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L182-L187
|
train
|
Convert a value x from 0 to 1 to an RGBA tuple according to cmap times transparency alpha_mult.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b1001 + 0o54) + chr(0b110110), 38946 - 38938), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b1101 + 0o46) + chr(1075 - 1024) + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\066' + chr(52), 45652 - 45644), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2378 - 2327) + chr(53) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\065' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b11000 + 0o127) + '\x33' + chr(0b110000) + '\x37', 33835 - 33827), ehT0Px3KOsy9(chr(1529 - 1481) + chr(111) + '\063' + '\064' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9(chr(546 - 498) + '\157' + '\x32' + '\067' + '\066', 43252 - 43244), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(867 - 817) + chr(53) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1237 - 1189) + chr(111) + chr(0b101100 + 0o7) + chr(0b110011), 11008 - 11000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(1271 - 1219) + chr(0b110111), 21000 - 20992), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1000111 + 0o50) + '\061' + chr(2362 - 2313) + chr(1070 - 1018), 0b1000), ehT0Px3KOsy9('\x30' + chr(1042 - 931) + '\062' + '\x34' + chr(2375 - 2323), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(50) + '\061', 0b1000), ehT0Px3KOsy9(chr(201 - 153) + '\157' + chr(0b101010 + 0o11) + chr(50) + chr(1277 - 1222), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x30' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(1556 - 1504) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(50) + chr(1595 - 1542), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\064' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(1646 - 1595) + chr(0b10001 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\062' + '\x35' + chr(0b10000 + 0o44), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + chr(0b1011 + 0o46) + '\061' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101111 + 0o2) + chr(54) + '\063', 49509 - 49501), ehT0Px3KOsy9(chr(105 - 57) + '\x6f' + chr(51) + '\067' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(3531 - 3420) + chr(0b110010) + chr(52) + '\x30', 37044 - 37036), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + '\061' + chr(0b11001 + 0o27) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\062' + chr(2302 - 2248) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(51) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x33' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(50), 42420 - 42412), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b110001), 33810 - 33802), ehT0Px3KOsy9('\060' + chr(1832 - 1721) + chr(0b110101) + chr(932 - 877), 0o10), ehT0Px3KOsy9(chr(1545 - 1497) + '\157' + chr(1740 - 1688) + '\063', 65333 - 65325), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2369 - 2316) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\x31' + '\x34', 26808 - 26800), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + '\063' + '\061' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x33' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110001 + 0o4), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(182 - 129) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b0 + 0o144) + chr(0b1100101) + chr(0b1000101 + 0o36) + chr(0b1101111) + chr(5017 - 4917) + '\x65')('\165' + '\164' + chr(102) + chr(0b101101) + chr(949 - 893)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def JnSsKUvysLs2(OeWW0F1dBPRQ, SOSoMsFfkZ2c=xafqLlk3kkUe(Sy_Fav6C7Jyk, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xbc\xed\x80+\xa9'), chr(5991 - 5891) + chr(0b1100101) + chr(0b1100011) + chr(0b1000010 + 0o55) + chr(0b1100100) + '\x65')(chr(0b11110 + 0o127) + chr(0b10100 + 0o140) + chr(0b1100110) + chr(1439 - 1394) + chr(56))), DZ0bxzZBwYCS=1.0) -> MRK8Uzg2En3D:
qzn1Ctg9WgNh = SOSoMsFfkZ2c(OeWW0F1dBPRQ)
t63mBnpjCiYH = (WqUC3KWvYVup.array(qzn1Ctg9WgNh[:-ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001 + 0o0), ord("\x08"))]) * ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100101 + 0o16) + chr(55) + chr(0b11 + 0o64), 8)).astype(ehT0Px3KOsy9)
XPh1qbAgrPgG = qzn1Ctg9WgNh[-ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 8)] * DZ0bxzZBwYCS
return KNyTy8rYcwji(xafqLlk3kkUe(t63mBnpjCiYH, xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xb7\xd8\x85\x1f\xb3'), chr(2289 - 2189) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(0b1001010 + 0o33))(chr(3284 - 3167) + '\164' + chr(108 - 6) + chr(0b1 + 0o54) + chr(0b10000 + 0o50)))() + [XPh1qbAgrPgG])
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
WeightDropout._setweights
|
def _setweights(self):
"Apply dropout to the raw weights."
for layer in self.layer_names:
raw_w = getattr(self, f'{layer}_raw')
self.module._parameters[layer] = F.dropout(raw_w, p=self.weight_p, training=self.training)
|
python
|
def _setweights(self):
"Apply dropout to the raw weights."
for layer in self.layer_names:
raw_w = getattr(self, f'{layer}_raw')
self.module._parameters[layer] = F.dropout(raw_w, p=self.weight_p, training=self.training)
|
[
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"layer",
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".",
"layer_names",
":",
"raw_w",
"=",
"getattr",
"(",
"self",
",",
"f'{layer}_raw'",
")",
"self",
".",
"module",
".",
"_parameters",
"[",
"layer",
"]",
"=",
"F",
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"dropout",
"(",
"raw_w",
",",
"p",
"=",
"self",
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"weight_p",
",",
"training",
"=",
"self",
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")"
] |
Apply dropout to the raw weights.
|
[
"Apply",
"dropout",
"to",
"the",
"raw",
"weights",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L41-L45
|
train
|
Apply dropout to the raw weights.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1425 - 1371) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(8734 - 8623) + chr(50) + chr(53) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(864 - 814) + chr(205 - 154) + chr(55), 0o10), ehT0Px3KOsy9(chr(1680 - 1632) + '\157' + chr(0b110001) + '\x35' + chr(0b101101 + 0o10), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(49) + '\065' + chr(57 - 4), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + '\x31' + chr(2232 - 2181) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9735 - 9624) + chr(311 - 260) + chr(54) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1100110 + 0o11) + chr(2018 - 1969) + chr(0b1001 + 0o54) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(52) + chr(0b10011 + 0o40), 63300 - 63292), ehT0Px3KOsy9(chr(123 - 75) + '\x6f' + chr(0b11100 + 0o25) + '\x34' + '\x32', 54019 - 54011), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + chr(0b110010) + '\x37' + '\x31', 32280 - 32272), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b10001 + 0o43) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110011) + '\x32' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(1103 - 1050) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(369 - 316) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x32' + chr(0b1100 + 0o50), 20978 - 20970), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110100) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(0b110001) + chr(50) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(51) + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x36' + chr(0b10111 + 0o40), 22430 - 22422), ehT0Px3KOsy9(chr(2129 - 2081) + chr(111) + chr(2402 - 2351) + chr(1527 - 1479) + chr(0b10 + 0o56), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101 + 0o55) + chr(777 - 722) + '\x32', 48729 - 48721), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b101 + 0o55) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1359 - 1248) + '\061' + chr(53) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\062' + chr(0b11000 + 0o37), 43738 - 43730), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(0b110001) + chr(49) + '\065', 35138 - 35130), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b1111 + 0o43) + chr(49) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(0b10011 + 0o37) + chr(55) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(584 - 473) + '\063' + '\x36' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(49) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1626 - 1578) + chr(0b1101111) + chr(49) + '\067' + chr(0b11000 + 0o32), 26665 - 26657), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110110) + chr(1854 - 1803), 0o10), ehT0Px3KOsy9(chr(1620 - 1572) + '\x6f' + chr(49) + '\063' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2939 - 2828) + chr(0b110 + 0o54) + '\x37' + chr(126 - 74), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x34' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(51) + chr(0b10110 + 0o32) + chr(51), 47497 - 47489), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(4398 - 4287) + '\x33' + chr(0b110101) + chr(0b110001), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(429 - 381) + chr(111) + '\x35' + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f'), chr(0b1000011 + 0o41) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(7210 - 7094) + '\x66' + chr(1149 - 1104) + chr(1880 - 1824)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UDrcJ5jVltxT(oVre8I6UXc3b):
for wgamNHppspXj in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"\xdd\xcd\xe6\x08\x1f'7\x93\x03F\x11"), chr(100) + chr(0b1100101) + chr(99) + chr(10174 - 10063) + chr(2341 - 2241) + chr(0b1100101 + 0o0))(chr(0b110111 + 0o76) + chr(0b1110100) + '\x66' + chr(0b11011 + 0o22) + '\070')):
GyLmKA7bl1Ht = xafqLlk3kkUe(oVre8I6UXc3b, f'{wgamNHppspXj}_raw')
oVre8I6UXc3b.module.Gh1QNG7J5RN6[wgamNHppspXj] = TFxWKtvJC3ep.dropout(GyLmKA7bl1Ht, p=oVre8I6UXc3b.weight_p, training=oVre8I6UXc3b.training)
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
AWD_LSTM._one_hidden
|
def _one_hidden(self, l:int)->Tensor:
"Return one hidden state."
nh = (self.n_hid if l != self.n_layers - 1 else self.emb_sz) // self.n_dir
return one_param(self).new(1, self.bs, nh).zero_()
|
python
|
def _one_hidden(self, l:int)->Tensor:
"Return one hidden state."
nh = (self.n_hid if l != self.n_layers - 1 else self.emb_sz) // self.n_dir
return one_param(self).new(1, self.bs, nh).zero_()
|
[
"def",
"_one_hidden",
"(",
"self",
",",
"l",
":",
"int",
")",
"->",
"Tensor",
":",
"nh",
"=",
"(",
"self",
".",
"n_hid",
"if",
"l",
"!=",
"self",
".",
"n_layers",
"-",
"1",
"else",
"self",
".",
"emb_sz",
")",
"//",
"self",
".",
"n_dir",
"return",
"one_param",
"(",
"self",
")",
".",
"new",
"(",
"1",
",",
"self",
".",
"bs",
",",
"nh",
")",
".",
"zero_",
"(",
")"
] |
Return one hidden state.
|
[
"Return",
"one",
"hidden",
"state",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L125-L128
|
train
|
Return one hidden state.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(50) + chr(0b10011 + 0o43) + chr(50), 0o10), ehT0Px3KOsy9(chr(425 - 377) + chr(10146 - 10035) + chr(1110 - 1061) + '\060' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110011) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(9236 - 9125) + chr(2480 - 2427) + chr(2017 - 1968), ord("\x08")), ehT0Px3KOsy9(chr(1377 - 1329) + chr(111) + '\x33' + '\x33' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(316 - 268) + chr(4461 - 4350) + chr(0b110011) + '\x36' + chr(354 - 306), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b110000) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + chr(0b110011) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(2232 - 2180) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1399 - 1351) + chr(111) + chr(0b110010) + chr(0b100111 + 0o16) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(918 - 870) + chr(111) + chr(49) + '\067' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1259 - 1209) + chr(0b11101 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + '\062' + '\x35' + chr(55), 8), ehT0Px3KOsy9(chr(1623 - 1575) + '\x6f' + '\x31' + '\066' + '\x33', 19033 - 19025), ehT0Px3KOsy9(chr(1079 - 1031) + chr(554 - 443) + '\x32' + chr(2111 - 2057) + chr(0b111 + 0o54), 22740 - 22732), ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(0b0 + 0o61) + chr(0b111 + 0o54) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101110 + 0o101) + chr(0b1000 + 0o57) + chr(0b110001), 11219 - 11211), ehT0Px3KOsy9(chr(1174 - 1126) + chr(111) + '\x31' + chr(0b110010) + chr(1039 - 987), 0o10), ehT0Px3KOsy9(chr(1967 - 1919) + chr(0b111100 + 0o63) + chr(0b110001) + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + '\x32' + '\060' + chr(0b10011 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(1510 - 1460) + chr(2168 - 2119) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + chr(51) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4064 - 3953) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9512 - 9401) + '\063' + '\x35' + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(849 - 800) + '\062', 38779 - 38771), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + '\062' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(0b110011) + '\063' + chr(0b110111), 16644 - 16636), ehT0Px3KOsy9(chr(48) + '\157' + chr(1829 - 1778) + chr(0b10111 + 0o31), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(401 - 349) + chr(0b110001), 42770 - 42762), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b10101 + 0o36), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100110 + 0o14) + chr(55) + '\065', 0o10), ehT0Px3KOsy9(chr(751 - 703) + chr(6824 - 6713) + chr(0b110111) + chr(0b110101), 23530 - 23522), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\062' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100100 + 0o113) + chr(50) + '\066' + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(53) + '\x36', 32209 - 32201), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + '\061' + chr(0b110011) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b110 + 0o56) + chr(2894 - 2840), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o64) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c'), chr(0b100111 + 0o75) + '\145' + chr(0b1000111 + 0o34) + chr(0b1101111) + chr(6483 - 6383) + chr(4226 - 4125))('\x75' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UG8KH0EgoL26(oVre8I6UXc3b, aLoH_Mt0dzwO) -> gRjZVRK2322q:
UNfs6sXZbX63 = (oVre8I6UXc3b.n_hid if aLoH_Mt0dzwO != oVre8I6UXc3b.n_layers - ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x31', 8) else oVre8I6UXc3b.emb_sz) // oVre8I6UXc3b.n_dir
return xafqLlk3kkUe(wNOoPhyUIhnW(oVre8I6UXc3b).new(ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1 + 0o60), 8), oVre8I6UXc3b.bs, UNfs6sXZbX63), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8&\xafF\x86'), '\144' + chr(101) + chr(9691 - 9592) + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(0b1110100) + chr(3126 - 3024) + '\x2d' + '\x38'))()
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
AWD_LSTM.reset
|
def reset(self):
"Reset the hidden states."
[r.reset() for r in self.rnns if hasattr(r, 'reset')]
if self.qrnn: self.hidden = [self._one_hidden(l) for l in range(self.n_layers)]
else: self.hidden = [(self._one_hidden(l), self._one_hidden(l)) for l in range(self.n_layers)]
|
python
|
def reset(self):
"Reset the hidden states."
[r.reset() for r in self.rnns if hasattr(r, 'reset')]
if self.qrnn: self.hidden = [self._one_hidden(l) for l in range(self.n_layers)]
else: self.hidden = [(self._one_hidden(l), self._one_hidden(l)) for l in range(self.n_layers)]
|
[
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",",
"'reset'",
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"_one_hidden",
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".",
"n_layers",
")",
"]"
] |
Reset the hidden states.
|
[
"Reset",
"the",
"hidden",
"states",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L135-L139
|
train
|
Reset the hidden states.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\065' + '\060', 53647 - 53639), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + chr(0b101100 + 0o6) + '\x30' + chr(0b110010), 41847 - 41839), ehT0Px3KOsy9('\060' + chr(955 - 844) + chr(0b110011) + chr(1536 - 1486) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + '\x34', 53179 - 53171), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(2206 - 2155) + chr(204 - 156) + '\x37', 44563 - 44555), ehT0Px3KOsy9(chr(1778 - 1730) + chr(111) + chr(0b100111 + 0o13) + '\061' + chr(708 - 656), 34780 - 34772), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(904 - 854) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(2395 - 2345) + chr(0b110110) + chr(0b100110 + 0o14), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11101 + 0o26) + chr(0b110001) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1738 - 1690) + '\157' + '\x31' + chr(0b110110) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(2065 - 2017) + chr(111) + '\x32' + chr(55) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(1722 - 1611) + '\061' + '\066' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(55) + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(8827 - 8716) + chr(49) + chr(2251 - 2201) + chr(53), 32431 - 32423), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + chr(997 - 946) + '\x33' + '\067', 45158 - 45150), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1001 + 0o50) + chr(52) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5118 - 5007) + '\062' + chr(49) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\066', 55388 - 55380), ehT0Px3KOsy9(chr(1320 - 1272) + '\x6f' + '\063' + chr(52) + chr(50), 36078 - 36070), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(1340 - 1289) + chr(0b110001) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(2089 - 2041) + chr(3417 - 3306) + chr(51) + chr(0b110011) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1003 - 955) + '\157' + chr(0b11010 + 0o30) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(2758 - 2647) + chr(1340 - 1289) + '\x37' + chr(0b110111), 32305 - 32297), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b100101 + 0o21) + chr(399 - 349), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10101 + 0o36) + '\x34' + chr(53), 49302 - 49294), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110101) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\x37', 0b1000), ehT0Px3KOsy9(chr(2080 - 2032) + chr(111) + '\x31' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(989 - 941) + '\157' + chr(0b110011) + chr(2444 - 2394) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(700 - 589) + chr(1095 - 1045) + chr(0b110110) + chr(1515 - 1466), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + chr(0b110001) + chr(0b110010) + chr(0b110101), 8), ehT0Px3KOsy9(chr(54 - 6) + chr(0b1101111) + '\061' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(2182 - 2130) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10101 + 0o40) + chr(1025 - 975), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(1045 - 996) + chr(0b1010 + 0o54) + chr(0b101010 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b110101 + 0o72) + '\x33' + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(1291 - 1238), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(1232 - 1178) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b10010 + 0o135) + '\x31' + chr(51) + chr(0b110010), 35600 - 35592)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1183 - 1135) + '\157' + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(3044 - 2944) + chr(0b10100 + 0o121) + chr(0b1100011) + '\x6f' + chr(0b111111 + 0o45) + chr(0b1001101 + 0o30))('\x75' + chr(0b1110100) + chr(0b100 + 0o142) + chr(45) + chr(2825 - 2769)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def G0V856pwkJmZ(oVre8I6UXc3b):
[xafqLlk3kkUe(JWG5qApaeJkp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xe7\xa6a\xb3'), chr(100) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(6066 - 5965))(chr(0b1110101) + '\x74' + chr(10042 - 9940) + '\055' + chr(2134 - 2078)))() for JWG5qApaeJkp in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xec\xbbw'), chr(8392 - 8292) + chr(101) + '\143' + chr(0b1101100 + 0o3) + '\144' + chr(0b10011 + 0o122))(chr(117) + chr(9396 - 9280) + chr(3670 - 3568) + chr(45) + chr(0b100110 + 0o22))) if lot1PSoAwYhj(JWG5qApaeJkp, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xe7\xa6a\xb3'), '\x64' + chr(101) + chr(99) + chr(3456 - 3345) + chr(0b10010 + 0o122) + '\145')(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + chr(0b1011 + 0o55)))]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\xf0\xbbj'), chr(100) + '\x65' + '\143' + chr(8560 - 8449) + chr(100) + '\145')('\x75' + '\164' + chr(102) + chr(45) + chr(0b111000))):
oVre8I6UXc3b.CknQN6tef5sc = [oVre8I6UXc3b._one_hidden(aLoH_Mt0dzwO) for aLoH_Mt0dzwO in vQr8gNKaIaWE(oVre8I6UXc3b.n_layers)]
else:
oVre8I6UXc3b.CknQN6tef5sc = [(oVre8I6UXc3b._one_hidden(aLoH_Mt0dzwO), oVre8I6UXc3b._one_hidden(aLoH_Mt0dzwO)) for aLoH_Mt0dzwO in vQr8gNKaIaWE(oVre8I6UXc3b.n_layers)]
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
TextClassificationInterpretation.intrinsic_attention
|
def intrinsic_attention(self, text:str, class_id:int=None):
"""Calculate the intrinsic attention of the input w.r.t to an output `class_id`, or the classification given by the model if `None`.
For reference, see the Sequential Jacobian session at https://www.cs.toronto.edu/~graves/preprint.pdf
"""
self.model.train()
_eval_dropouts(self.model)
self.model.zero_grad()
self.model.reset()
ids = self.data.one_item(text)[0]
emb = self.model[0].module.encoder(ids).detach().requires_grad_(True)
lstm_output = self.model[0].module(emb, from_embeddings=True)
self.model.eval()
cl = self.model[1](lstm_output + (torch.zeros_like(ids).byte(),))[0].softmax(dim=-1)
if class_id is None: class_id = cl.argmax()
cl[0][class_id].backward()
attn = emb.grad.squeeze().abs().sum(dim=-1)
attn /= attn.max()
tokens = self.data.single_ds.reconstruct(ids[0])
return tokens, attn
|
python
|
def intrinsic_attention(self, text:str, class_id:int=None):
"""Calculate the intrinsic attention of the input w.r.t to an output `class_id`, or the classification given by the model if `None`.
For reference, see the Sequential Jacobian session at https://www.cs.toronto.edu/~graves/preprint.pdf
"""
self.model.train()
_eval_dropouts(self.model)
self.model.zero_grad()
self.model.reset()
ids = self.data.one_item(text)[0]
emb = self.model[0].module.encoder(ids).detach().requires_grad_(True)
lstm_output = self.model[0].module(emb, from_embeddings=True)
self.model.eval()
cl = self.model[1](lstm_output + (torch.zeros_like(ids).byte(),))[0].softmax(dim=-1)
if class_id is None: class_id = cl.argmax()
cl[0][class_id].backward()
attn = emb.grad.squeeze().abs().sum(dim=-1)
attn /= attn.max()
tokens = self.data.single_ds.reconstruct(ids[0])
return tokens, attn
|
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Calculate the intrinsic attention of the input w.r.t to an output `class_id`, or the classification given by the model if `None`.
For reference, see the Sequential Jacobian session at https://www.cs.toronto.edu/~graves/preprint.pdf
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L218-L236
|
train
|
Calculate the intrinsic attention of the input w. r. t to an output class_id or the classification given by the model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(53) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b110011) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1030 - 980) + '\061' + chr(0b100 + 0o62), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\x35' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\x32' + '\067' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(53) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100001 + 0o20) + '\063' + chr(0b11010 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100101 + 0o21), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b1110 + 0o43) + chr(0b10 + 0o60) + '\x35', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1018 - 967) + chr(51) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110001) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b100111 + 0o14) + '\x30' + chr(2594 - 2539), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10110 + 0o33) + '\x34' + '\062', 17137 - 17129), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + chr(49) + chr(48) + chr(0b101 + 0o61), 18422 - 18414), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(2060 - 2009), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(54) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(7834 - 7723) + '\063' + chr(55) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b100 + 0o55) + chr(2020 - 1971), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\064' + chr(0b10000 + 0o41), 45749 - 45741), ehT0Px3KOsy9(chr(0b110000) + chr(1349 - 1238) + chr(51) + chr(48) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1371 - 1322) + '\x37' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11354 - 11243) + '\x32' + chr(52) + chr(1615 - 1566), 25891 - 25883), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b110011 + 0o74) + chr(0b11010 + 0o35), 62662 - 62654), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1731 - 1681) + chr(49) + '\066', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(2119 - 2064) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\061' + chr(0b110010) + chr(419 - 371), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + '\x32' + chr(0b110110 + 0o0), 45902 - 45894), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + chr(832 - 778) + chr(2541 - 2489), 62575 - 62567), ehT0Px3KOsy9(chr(1896 - 1848) + '\157' + '\064' + chr(0b10011 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1064 - 1010) + chr(54), 48763 - 48755), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(761 - 706) + chr(0b100110 + 0o17), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\063' + chr(0b11100 + 0o24), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\x31' + chr(1128 - 1078), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\066' + chr(2086 - 2033), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110101) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b10101 + 0o34) + '\061' + chr(51), 33538 - 33530), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(11045 - 10934) + chr(49) + '\063', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101010 + 0o13) + chr(0b100111 + 0o11), 39045 - 39037)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), '\x64' + chr(101) + chr(2149 - 2050) + chr(0b1001100 + 0o43) + chr(2387 - 2287) + chr(0b0 + 0o145))(chr(8007 - 7890) + chr(0b110110 + 0o76) + chr(102) + chr(1839 - 1794) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MDWb21zpii9N(oVre8I6UXc3b, Ah1rInvg48Hb, BshyLHM1dmii=None):
xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\xccf\xbeM\xec\x070Ex1\xbc\xbf'), chr(9334 - 9234) + '\x65' + chr(0b101001 + 0o72) + '\x6f' + chr(0b1000 + 0o134) + '\145')('\165' + '\164' + '\146' + chr(45) + chr(56)))()
wmAV1BnR4ogh(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\x15\xbe\\\xcf\x14\x053u\x05\x93\xfd'), '\x64' + chr(101) + chr(551 - 452) + '\x6f' + chr(3010 - 2910) + '\145')('\x75' + chr(0b100001 + 0o123) + '\x66' + chr(45) + chr(2930 - 2874))))
xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3;\xfcE\xe1\t-gv'), '\x64' + chr(3439 - 3338) + chr(99) + chr(7718 - 7607) + '\x64' + '\x65')(chr(117) + chr(0b100001 + 0o123) + chr(0b1100110) + chr(0b1110 + 0o37) + chr(56)))()
xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb;\xfdO\xca'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(3804 - 3704) + '\145')(chr(0b1110101) + chr(0b10100 + 0o140) + '\146' + chr(0b101101) + chr(0b1011 + 0o55)))()
zdjj2pRemk_P = oVre8I6UXc3b.data.one_item(Ah1rInvg48Hb)[ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + chr(0b110000), 0o10)]
Jm7YCQYx8Wnq = oVre8I6UXc3b.model[ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 8)].module.encoder(zdjj2pRemk_P).detach().requires_grad_(ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o51), 0o10))
G6PwMQIfGvx8 = oVre8I6UXc3b.model[ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(48), 8)].RqocVGOryNPv(Jm7YCQYx8Wnq, from_embeddings=ehT0Px3KOsy9(chr(1980 - 1932) + '\157' + '\x31', 8))
xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc(\xefF'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + chr(101))('\x75' + chr(0b1011101 + 0o27) + '\146' + '\x2d' + chr(56)))()
sVyjkkVspu_e = oVre8I6UXc3b.model[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8)](G6PwMQIfGvx8 + (cEkFpYktkSeK.zeros_like(zdjj2pRemk_P).byte(),))[ehT0Px3KOsy9(chr(1305 - 1257) + chr(111) + '\060', 8)].softmax(dim=-ehT0Px3KOsy9(chr(782 - 734) + chr(10237 - 10126) + chr(0b110001), 8))
if BshyLHM1dmii is None:
BshyLHM1dmii = sVyjkkVspu_e.argmax()
xafqLlk3kkUe(sVyjkkVspu_e[ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), 8)][BshyLHM1dmii], xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb?\xedA\xc9\x0f-b'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(7813 - 7713) + '\x65')(chr(0b101111 + 0o106) + chr(10190 - 10074) + '\x66' + chr(0b0 + 0o55) + chr(56)))()
LC5ZZ0hS8TJB = Jm7YCQYx8Wnq.grad.squeeze().abs().xkxBmo49x2An(dim=-ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 8))
LC5ZZ0hS8TJB /= LC5ZZ0hS8TJB.tsdjvlgh9gDP()
Sz7tXxaCGqJ1 = oVre8I6UXc3b.data.single_ds.reconstruct(zdjj2pRemk_P[ehT0Px3KOsy9(chr(906 - 858) + chr(0b111000 + 0o67) + '\x30', 8)])
return (Sz7tXxaCGqJ1, LC5ZZ0hS8TJB)
|
fastai/fastai
|
fastai/text/models/awd_lstm.py
|
TextClassificationInterpretation.show_top_losses
|
def show_top_losses(self, k:int, max_len:int=70)->None:
"""
Create a tabulation showing the first `k` texts in top_losses along with their prediction, actual,loss, and probability of
actual class. `max_len` is the maximum number of tokens displayed.
"""
from IPython.display import display, HTML
items = []
tl_val,tl_idx = self.top_losses()
for i,idx in enumerate(tl_idx):
if k <= 0: break
k -= 1
tx,cl = self.data.dl(self.ds_type).dataset[idx]
cl = cl.data
classes = self.data.classes
txt = ' '.join(tx.text.split(' ')[:max_len]) if max_len is not None else tx.text
tmp = [txt, f'{classes[self.pred_class[idx]]}', f'{classes[cl]}', f'{self.losses[idx]:.2f}',
f'{self.probs[idx][cl]:.2f}']
items.append(tmp)
items = np.array(items)
names = ['Text', 'Prediction', 'Actual', 'Loss', 'Probability']
df = pd.DataFrame({n:items[:,i] for i,n in enumerate(names)}, columns=names)
with pd.option_context('display.max_colwidth', -1):
display(HTML(df.to_html(index=False)))
|
python
|
def show_top_losses(self, k:int, max_len:int=70)->None:
"""
Create a tabulation showing the first `k` texts in top_losses along with their prediction, actual,loss, and probability of
actual class. `max_len` is the maximum number of tokens displayed.
"""
from IPython.display import display, HTML
items = []
tl_val,tl_idx = self.top_losses()
for i,idx in enumerate(tl_idx):
if k <= 0: break
k -= 1
tx,cl = self.data.dl(self.ds_type).dataset[idx]
cl = cl.data
classes = self.data.classes
txt = ' '.join(tx.text.split(' ')[:max_len]) if max_len is not None else tx.text
tmp = [txt, f'{classes[self.pred_class[idx]]}', f'{classes[cl]}', f'{self.losses[idx]:.2f}',
f'{self.probs[idx][cl]:.2f}']
items.append(tmp)
items = np.array(items)
names = ['Text', 'Prediction', 'Actual', 'Loss', 'Probability']
df = pd.DataFrame({n:items[:,i] for i,n in enumerate(names)}, columns=names)
with pd.option_context('display.max_colwidth', -1):
display(HTML(df.to_html(index=False)))
|
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] |
Create a tabulation showing the first `k` texts in top_losses along with their prediction, actual,loss, and probability of
actual class. `max_len` is the maximum number of tokens displayed.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/awd_lstm.py#L246-L268
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train
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Create a tabulation showing the first k texts in top_losses along with their prediction actual loss and probability of the actual class.
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Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x33' + '\x37' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110100) + chr(359 - 307), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + chr(0b110010) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10010 + 0o40) + chr(0b11110 + 0o30) + chr(0b10 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(1740 - 1689) + chr(0b101111 + 0o6) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\x33' + '\x36' + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001 + 0o0) + chr(0b1000 + 0o55) + chr(2349 - 2295), 0b1000), ehT0Px3KOsy9('\060' + chr(253 - 142) + chr(53) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11094 - 10983) + chr(1839 - 1789) + chr(0b101111 + 0o1) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\066' + chr(1679 - 1629), 42389 - 42381), ehT0Px3KOsy9(chr(1567 - 1519) + '\157' + chr(0b110001) + chr(0b100101 + 0o15) + chr(0b10110 + 0o36), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8793 - 8682) + chr(0b100100 + 0o16) + chr(0b100010 + 0o16) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + chr(1277 - 1227) + chr(0b110111) + chr(0b11010 + 0o30), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(55) + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(2055 - 2007) + chr(0b1000010 + 0o55) + chr(0b1110 + 0o50) + chr(53), 0o10), ehT0Px3KOsy9(chr(1218 - 1170) + '\x6f' + chr(51) + chr(0b110000) + chr(0b100001 + 0o26), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\062' + chr(0b11011 + 0o30), 46013 - 46005), ehT0Px3KOsy9(chr(1429 - 1381) + '\157' + '\063' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\x31' + chr(48) + chr(0b110 + 0o57), 10960 - 10952), ehT0Px3KOsy9('\060' + chr(111) + chr(981 - 932) + chr(52) + chr(0b1001 + 0o54), 37573 - 37565), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(2112 - 2059) + chr(578 - 524), 42169 - 42161), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b100001 + 0o23) + chr(0b110011 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\060' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(474 - 420) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001 + 0o0) + chr(0b110001) + chr(253 - 201), 49023 - 49015), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b110001) + chr(0b11000 + 0o34) + '\064', 8), ehT0Px3KOsy9('\x30' + chr(4105 - 3994) + chr(0b110001) + chr(83 - 28) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2056 - 2005) + chr(0b110100) + chr(0b1111 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(4582 - 4471) + '\x31' + chr(0b100001 + 0o17) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1782 - 1732) + '\x34' + chr(1403 - 1351), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101000 + 0o13) + chr(0b110001) + chr(0b10001 + 0o42), 16242 - 16234), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b10111 + 0o33) + '\x32', 0b1000), ehT0Px3KOsy9(chr(1527 - 1479) + chr(0b1101111) + chr(0b110010) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + chr(0b110001) + chr(51) + chr(0b110011), 44207 - 44199), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11100 + 0o31) + '\x31', 0b1000), ehT0Px3KOsy9(chr(979 - 931) + '\157' + '\x32' + '\065' + '\066', 0b1000), ehT0Px3KOsy9(chr(866 - 818) + chr(111) + '\063' + '\x30', 48328 - 48320), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(2433 - 2382) + chr(0b110000 + 0o1) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + '\063' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(339 - 288) + '\067' + '\x35', 665 - 657)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010 + 0o3) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0'), chr(0b1100001 + 0o3) + '\145' + '\x63' + chr(0b1101111) + chr(0b1011000 + 0o14) + chr(0b1100101))(chr(0b1110101) + chr(0b1100010 + 0o22) + chr(0b1100110) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def m7ixgiA5MwfF(oVre8I6UXc3b, OolUPRJhRaJd, qbKO12mgagKE=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101110 + 0o3) + chr(48) + chr(54), 0o10)) -> None:
(RHkuqVmnahXJ, UZdQVQhmZ4pt) = (xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b"\xb74k\xc2\x80\x9e\x00\x01\xe4\x1b'\xf7\xd6[L"), chr(100) + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(0b101100 + 0o110) + chr(0b1100110) + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\ra\xc6\x84\x90\x17'), '\144' + '\x65' + chr(5580 - 5481) + chr(0b11001 + 0o126) + chr(0b1100100) + '\x65')(chr(0b1011111 + 0o26) + '\164' + chr(2177 - 2075) + chr(0b11111 + 0o16) + chr(0b11010 + 0o36))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\ra\xc6\x84\x90\x17'), '\144' + chr(0b1100101) + chr(0b1111 + 0o124) + chr(0b1000 + 0o147) + chr(1088 - 988) + chr(10066 - 9965))('\x75' + '\x74' + chr(102) + '\x2d' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\ra\xc6\x84\x90\x17'), '\x64' + chr(101) + '\x63' + '\157' + chr(0b110110 + 0o56) + chr(0b1100101))(chr(117) + chr(8434 - 8318) + chr(0b1100110) + chr(0b101101) + chr(1845 - 1789))), xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b"\xb74k\xc2\x80\x9e\x00\x01\xe4\x1b'\xf7\xd6[L"), chr(0b111100 + 0o50) + '\x65' + '\x63' + '\157' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100000 + 0o6) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb60_\xfa'), chr(8785 - 8685) + chr(0b110001 + 0o64) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\x65')('\x75' + '\164' + '\146' + chr(711 - 666) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\ra\xc6\x84\x90\x17'), '\144' + '\145' + chr(99) + '\x6f' + chr(100) + chr(5399 - 5298))(chr(12509 - 12392) + '\x74' + '\x66' + chr(0b101101) + chr(0b11100 + 0o34))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb60_\xfa'), chr(3160 - 3060) + '\145' + chr(0b1100011) + chr(0b101000 + 0o107) + chr(3017 - 2917) + '\x65')('\165' + chr(0b11100 + 0o130) + '\x66' + chr(0b10 + 0o53) + chr(0b101100 + 0o14))))
NzveIZ3IlSH9 = []
(qGdeRojGs_aD, S8ByCSDP0LOY) = oVre8I6UXc3b.top_losses()
for (WVxHKyX45z_L, YlqusYB6InkM) in YlkZvXL8qwsX(S8ByCSDP0LOY):
if OolUPRJhRaJd <= ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11010 + 0o26), 17335 - 17327):
break
OolUPRJhRaJd -= ehT0Px3KOsy9(chr(48) + chr(0b1111 + 0o140) + chr(0b110001), 14836 - 14828)
(vOzPLUlUTdMs, sVyjkkVspu_e) = oVre8I6UXc3b.data.dl(oVre8I6UXc3b.ds_type).dataset[YlqusYB6InkM]
sVyjkkVspu_e = sVyjkkVspu_e.ULnjp6D6efFH
anO3bg2_hMSE = oVre8I6UXc3b.data.classes
O5_whZSUsK22 = xafqLlk3kkUe(SXOLrMavuUCe(b'\xde'), chr(0b1100100) + chr(101) + '\x63' + chr(10543 - 10432) + chr(0b1100100) + chr(1273 - 1172))(chr(5181 - 5064) + chr(0b1110100) + chr(102) + chr(113 - 68) + '\x38').join(vOzPLUlUTdMs.text.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xde'), chr(100) + chr(101) + '\x63' + chr(0b11010 + 0o125) + chr(0b1010101 + 0o17) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(129 - 27) + '\055' + chr(1904 - 1848)))[:qbKO12mgagKE]) if qbKO12mgagKE is not None else vOzPLUlUTdMs.text
J8N_NsgU9OIv = [O5_whZSUsK22, f'{anO3bg2_hMSE[oVre8I6UXc3b.pred_class[YlqusYB6InkM]]}', f'{anO3bg2_hMSE[sVyjkkVspu_e]}', f'{oVre8I6UXc3b.losses[YlqusYB6InkM]:.2f}', f'{oVre8I6UXc3b.probs[YlqusYB6InkM][sVyjkkVspu_e]:.2f}']
xafqLlk3kkUe(NzveIZ3IlSH9, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\x14b\xd3\x86\x95'), chr(0b1011001 + 0o13) + '\x65' + chr(0b1 + 0o142) + '\157' + chr(0b111101 + 0o47) + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))(J8N_NsgU9OIv)
NzveIZ3IlSH9 = WqUC3KWvYVup.array(NzveIZ3IlSH9)
OcnR1hZ7pGdr = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\x01j\xc2'), '\144' + '\x65' + chr(99) + chr(0b1101111) + chr(100) + chr(4178 - 4077))('\x75' + chr(0b101 + 0o157) + '\x66' + '\x2d' + chr(3091 - 3035)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x16w\xd2\x81\x92\x1aF\xef\x1c'), '\144' + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(4901 - 4800))(chr(117) + chr(116) + '\146' + chr(1901 - 1856) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x07f\xc3\x89\x9d'), chr(0b1100100) + chr(0b1111 + 0o126) + chr(0b1010 + 0o131) + chr(0b111010 + 0o65) + '\x64' + '\x65')(chr(0b11111 + 0o126) + chr(0b1110100) + '\146' + chr(833 - 788) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\x0ba\xc5'), chr(2314 - 2214) + chr(0b100111 + 0o76) + chr(3050 - 2951) + chr(111) + chr(0b1010111 + 0o15) + chr(0b1100101))(chr(8109 - 7992) + chr(5142 - 5026) + chr(0b1100110) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x16}\xd4\x89\x93\x07C\xe9\x06-'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))(chr(5250 - 5133) + chr(0b1110100) + chr(102) + '\x2d' + chr(2018 - 1962))]
aVhM9WzaWXU5 = dubtF9GfzOdC.DataFrame({m1NkCryOw9Bx: NzveIZ3IlSH9[:, WVxHKyX45z_L] for (WVxHKyX45z_L, m1NkCryOw9Bx) in YlkZvXL8qwsX(OcnR1hZ7pGdr)}, columns=OcnR1hZ7pGdr)
with xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x14f\xdf\x87\x9f1L\xef\x1c \xe2\xc2N'), '\144' + chr(10158 - 10057) + chr(0b1100011) + chr(111) + chr(0b1000100 + 0o40) + chr(0b1100101))(chr(855 - 738) + chr(13354 - 13238) + chr(102) + chr(1740 - 1695) + chr(0b110110 + 0o2)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\ra\xc6\x84\x90\x17\x01\xed\x13,\xd8\xd9UY\xb0\xfa~1\r'), chr(9903 - 9803) + chr(3736 - 3635) + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b111010 + 0o73) + chr(0b1110100) + chr(0b1100110) + chr(0b11101 + 0o20) + chr(0b10101 + 0o43)), -ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001), 8)):
RHkuqVmnahXJ(UZdQVQhmZ4pt(xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\x0bM\xde\x9c\x9c\x02'), '\x64' + chr(5306 - 5205) + chr(3668 - 3569) + chr(0b1000000 + 0o57) + chr(0b1100100) + chr(101))(chr(0b1001 + 0o154) + chr(6023 - 5907) + chr(3145 - 3043) + chr(45) + chr(0b111000)))(index=ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + '\x30', 8))))
|
fastai/fastai
|
fastai/callbacks/general_sched.py
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GeneralScheduler.on_train_begin
|
def on_train_begin(self, epoch:int, **kwargs:Any)->None:
"Initialize the schedulers for training."
res = {'epoch':self.start_epoch} if self.start_epoch is not None else None
self.start_epoch = ifnone(self.start_epoch, epoch)
self.scheds = [p.scheds for p in self.phases]
self.opt = self.learn.opt
for k,v in self.scheds[0].items():
v.restart()
self.opt.set_stat(k, v.start)
self.idx_s = 0
return res
|
python
|
def on_train_begin(self, epoch:int, **kwargs:Any)->None:
"Initialize the schedulers for training."
res = {'epoch':self.start_epoch} if self.start_epoch is not None else None
self.start_epoch = ifnone(self.start_epoch, epoch)
self.scheds = [p.scheds for p in self.phases]
self.opt = self.learn.opt
for k,v in self.scheds[0].items():
v.restart()
self.opt.set_stat(k, v.start)
self.idx_s = 0
return res
|
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Initialize the schedulers for training.
|
[
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/general_sched.py#L24-L34
|
train
|
Initialize the schedulers for training.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110011) + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(54) + chr(0b110001 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100011 + 0o17) + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(453 - 405) + chr(866 - 755) + chr(1612 - 1561) + chr(0b10010 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\062' + chr(55) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\067' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b110001) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\066' + chr(206 - 155), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11001 + 0o30) + '\067' + '\061', 28980 - 28972), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1000101 + 0o52) + chr(590 - 535) + chr(2298 - 2247), 19210 - 19202), ehT0Px3KOsy9(chr(1906 - 1858) + chr(0b10111 + 0o130) + '\x32' + chr(0b100001 + 0o20) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1111 + 0o43) + '\060' + chr(414 - 366), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100100 + 0o15) + chr(0b101101 + 0o11) + chr(1945 - 1894), 11159 - 11151), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(0b110010) + chr(48) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(2042 - 1990) + chr(0b11100 + 0o26), 49594 - 49586), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b110000) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\060' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11011 + 0o30) + chr(55) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11011 + 0o26) + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(852 - 804) + chr(111) + chr(1544 - 1493) + chr(0b110000) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\065' + '\x31', 11794 - 11786), ehT0Px3KOsy9(chr(48) + chr(4411 - 4300) + chr(0b100 + 0o56) + chr(50) + '\x33', 64339 - 64331), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(52) + chr(928 - 874), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(50) + '\x30', 11702 - 11694), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10 + 0o57) + '\x30' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1278 - 1229) + chr(0b10111 + 0o34) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(80 - 28) + chr(0b110111), 9157 - 9149), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(956 - 903) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x31' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\060' + chr(0b11100 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + '\061' + chr(48) + chr(0b110100), 8), ehT0Px3KOsy9(chr(2129 - 2081) + chr(0b1011011 + 0o24) + chr(444 - 395) + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\067' + chr(53), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x34' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(0b110001) + chr(54) + chr(51), 8), ehT0Px3KOsy9(chr(820 - 772) + chr(111) + chr(50) + chr(1010 - 956) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(2189 - 2139) + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(407 - 359) + '\x6f' + chr(51) + chr(49) + chr(49), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0'), chr(0b1011 + 0o131) + chr(0b1000110 + 0o37) + chr(0b10001 + 0o122) + '\x6f' + '\144' + chr(101))('\x75' + chr(116) + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hw8LiNM2DL6Z(oVre8I6UXc3b, LWTVW06OsTjl, **M8EIoTs2GJXE) -> None:
MsbwfslwLjRO = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\xc5\xf7\x7f\xd5'), '\x64' + chr(3084 - 2983) + '\143' + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(1434 - 1332) + chr(45) + '\070'): oVre8I6UXc3b.sUTx5QgZOFQu} if oVre8I6UXc3b.sUTx5QgZOFQu is not None else None
oVre8I6UXc3b.sUTx5QgZOFQu = LZcHOm_c0BYj(oVre8I6UXc3b.sUTx5QgZOFQu, LWTVW06OsTjl)
oVre8I6UXc3b.I_6sBch3GZ_c = [UyakMW2IMFEj.I_6sBch3GZ_c for UyakMW2IMFEj in oVre8I6UXc3b.UQ3b46NQmvEh]
oVre8I6UXc3b.PFDxXM_vbSsA = oVre8I6UXc3b.learn.PFDxXM_vbSsA
for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(oVre8I6UXc3b.scheds[ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + chr(860 - 812), 2942 - 2934)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xcf\xeey\xf4$\xbc\xba\x15h\xc3\xb9'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + '\164' + chr(0b110100 + 0o62) + chr(0b101101) + chr(56)))():
xafqLlk3kkUe(cMbll0QYhULo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\xd0\xebh\xdc\x0c\xfb'), chr(0b111111 + 0o45) + chr(0b1100101) + chr(0b1100011) + chr(0b1101011 + 0o4) + chr(7212 - 7112) + chr(9177 - 9076))(chr(0b1000110 + 0o57) + '\x74' + '\x66' + '\055' + chr(112 - 56)))()
xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xd0\xecC\xce\n\xee\x87'), '\144' + chr(0b11111 + 0o106) + '\x63' + chr(2135 - 2024) + chr(100) + chr(2152 - 2051))('\x75' + chr(116) + '\146' + chr(45) + chr(56)))(OolUPRJhRaJd, xafqLlk3kkUe(cMbll0QYhULo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xc1\xf9n\xc9'), chr(0b100 + 0o140) + '\x65' + chr(2407 - 2308) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(12584 - 12467) + chr(3162 - 3046) + '\x66' + chr(0b1101 + 0o40) + '\070')))
oVre8I6UXc3b.s7uUEN8XtdoM = ehT0Px3KOsy9('\x30' + chr(10650 - 10539) + '\060', 8)
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/callbacks/general_sched.py
|
GeneralScheduler.on_batch_end
|
def on_batch_end(self, train, **kwargs:Any)->None:
"Take a step in lr,mom sched, start next stepper when the current one is complete."
if train:
if self.idx_s >= len(self.scheds): return {'stop_training': True, 'stop_epoch': True}
sched = self.scheds[self.idx_s]
for k,v in sched.items(): self.opt.set_stat(k, v.step())
if list(sched.values())[0].is_done: self.idx_s += 1
|
python
|
def on_batch_end(self, train, **kwargs:Any)->None:
"Take a step in lr,mom sched, start next stepper when the current one is complete."
if train:
if self.idx_s >= len(self.scheds): return {'stop_training': True, 'stop_epoch': True}
sched = self.scheds[self.idx_s]
for k,v in sched.items(): self.opt.set_stat(k, v.step())
if list(sched.values())[0].is_done: self.idx_s += 1
|
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] |
Take a step in lr,mom sched, start next stepper when the current one is complete.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/general_sched.py#L40-L46
|
train
|
Take a step in lr mom sched start next stepper when the current one is complete.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 0o10), ehT0Px3KOsy9(chr(976 - 928) + '\157' + '\x31' + chr(0b110110) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b11101 + 0o24) + chr(320 - 267), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(0b110010) + chr(48) + chr(226 - 171), 0b1000), ehT0Px3KOsy9(chr(2182 - 2134) + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b110110) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b11111 + 0o30) + chr(0b1011 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b10110 + 0o131) + '\x33' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(8761 - 8650) + '\x32' + '\x37' + chr(0b100010 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11 + 0o57) + '\066' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(1962 - 1908), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2854 - 2743) + '\063' + '\066' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110001) + chr(2356 - 2307) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(453 - 402), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x35' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o6) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b10 + 0o61) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b101001 + 0o12) + chr(0b100110 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(49) + '\067' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(268 - 217) + chr(0b110101) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1058 - 1010) + chr(0b100110 + 0o111) + chr(0b11110 + 0o24) + chr(0b110100) + chr(2169 - 2117), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110100) + '\061', 8), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\x37' + chr(0b100000 + 0o25), 30579 - 30571), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\062' + '\x34', 50890 - 50882), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(1502 - 1454) + chr(54), 44832 - 44824), ehT0Px3KOsy9(chr(1931 - 1883) + '\157' + '\x32' + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(993 - 943) + chr(0b110011), 10076 - 10068), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(1503 - 1454) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\061' + chr(0b100100 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b110010) + '\060' + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1642 - 1593) + chr(0b101100 + 0o7) + chr(0b1000 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1831 - 1779) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1100001 + 0o16) + chr(50) + '\x30' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(53) + '\x32', 0b1000), ehT0Px3KOsy9(chr(1965 - 1917) + chr(0b11011 + 0o124) + '\x33' + chr(48), 52263 - 52255), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(654 - 605) + '\063' + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'/'), chr(8989 - 8889) + chr(101) + chr(0b110011 + 0o60) + '\157' + chr(100) + chr(101))(chr(117) + chr(0b1100000 + 0o24) + '\146' + chr(494 - 449) + chr(0b100001 + 0o27)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def J9LLNH_kQ0hr(oVre8I6UXc3b, e80gRioCjdat, **M8EIoTs2GJXE) -> None:
if e80gRioCjdat:
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"rC8\xd2\xf1[\x19'k\xd9\xdec"), chr(100) + chr(0b1100101) + '\x63' + chr(10386 - 10275) + '\x64' + chr(101))(chr(9255 - 9138) + chr(0b111010 + 0o72) + '\x66' + '\055' + chr(0b1111 + 0o51))) >= c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'H+{\xf4\xf6vILX\xe7\xeeM'), chr(100) + chr(101) + '\x63' + chr(320 - 209) + '\x64' + chr(0b1100101))('\x75' + chr(0b100100 + 0o120) + '\x66' + chr(327 - 282) + chr(2230 - 2174)))):
return {xafqLlk3kkUe(SXOLrMavuUCe(b'r\x00"\xf7\xebaS\x1ev\xd3\xd8@\x95'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b1010010 + 0o43) + '\x74' + chr(102) + chr(0b1001 + 0o44) + '\x38'): ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001), 8), xafqLlk3kkUe(SXOLrMavuUCe(b'r\x00"\xf7\xebpQ\x10|\xd5'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + chr(4546 - 4446) + chr(6022 - 5921))('\165' + '\164' + chr(102) + '\055' + chr(56)): ehT0Px3KOsy9('\x30' + chr(5189 - 5078) + '\x31', 8)}
UU4diw6x8IRL = oVre8I6UXc3b.I_6sBch3GZ_c[oVre8I6UXc3b.s7uUEN8XtdoM]
for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(UU4diw6x8IRL, xafqLlk3kkUe(SXOLrMavuUCe(b'O\x0e;\xe2\xfdO\x126s\xee\xf9\x17'), chr(0b1010 + 0o132) + '\145' + chr(110 - 11) + chr(0b1101111) + chr(0b100100 + 0o100) + chr(4931 - 4830))(chr(0b1110101) + chr(0b1010110 + 0o36) + chr(0b1100110) + chr(45) + chr(0b111000)))():
xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x119\xd8\xc7a@\x0b'), chr(1141 - 1041) + chr(0b1010110 + 0o17) + chr(6373 - 6274) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + '\146' + '\055' + '\x38'))(OolUPRJhRaJd, xafqLlk3kkUe(cMbll0QYhULo, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x00(\xf7'), '\144' + '\145' + '\143' + '\157' + chr(100) + '\x65')(chr(117) + chr(116) + '\146' + chr(0b101101) + chr(0b111000)))())
if xafqLlk3kkUe(YyaZ4tpXu4lf(UU4diw6x8IRL.values())[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100100 + 0o14), 0b1000)], xafqLlk3kkUe(SXOLrMavuUCe(b'h\x07\x12\xe3\xdb{D'), '\x64' + '\x65' + chr(4880 - 4781) + chr(9657 - 9546) + chr(100) + chr(101))('\x75' + '\x74' + chr(0b1100110) + chr(1605 - 1560) + '\070')):
oVre8I6UXc3b.s7uUEN8XtdoM += ehT0Px3KOsy9(chr(2073 - 2025) + chr(0b100100 + 0o113) + chr(49), 8)
|
fastai/fastai
|
fastai/torch_core.py
|
tensor
|
def tensor(x:Any, *rest)->Tensor:
"Like `torch.as_tensor`, but handle lists too, and can pass multiple vector elements directly."
if len(rest): x = (x,)+rest
# XXX: Pytorch bug in dataloader using num_workers>0; TODO: create repro and report
if is_listy(x) and len(x)==0: return tensor(0)
res = torch.tensor(x) if is_listy(x) else as_tensor(x)
if res.dtype is torch.int32:
warn('Tensor is int32: upgrading to int64; for better performance use int64 input')
return res.long()
return res
|
python
|
def tensor(x:Any, *rest)->Tensor:
"Like `torch.as_tensor`, but handle lists too, and can pass multiple vector elements directly."
if len(rest): x = (x,)+rest
# XXX: Pytorch bug in dataloader using num_workers>0; TODO: create repro and report
if is_listy(x) and len(x)==0: return tensor(0)
res = torch.tensor(x) if is_listy(x) else as_tensor(x)
if res.dtype is torch.int32:
warn('Tensor is int32: upgrading to int64; for better performance use int64 input')
return res.long()
return res
|
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"# XXX: Pytorch bug in dataloader using num_workers>0; TODO: create repro and report",
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] |
Like `torch.as_tensor`, but handle lists too, and can pass multiple vector elements directly.
|
[
"Like",
"torch",
".",
"as_tensor",
"but",
"handle",
"lists",
"too",
"and",
"can",
"pass",
"multiple",
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"directly",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L76-L85
|
train
|
Like torch. as_tensor but handle lists too and can pass multiple vector elements directly.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101), 44882 - 44874), ehT0Px3KOsy9(chr(1159 - 1111) + chr(111) + chr(0b110001) + chr(1714 - 1661), 59872 - 59864), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\067' + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(272 - 220) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(577 - 466) + chr(0b110100) + chr(1843 - 1794), ord("\x08")), ehT0Px3KOsy9(chr(957 - 909) + '\x6f' + '\x31' + chr(1243 - 1194) + chr(580 - 532), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(1195 - 1145) + '\063' + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11111 + 0o24) + '\060' + chr(0b1 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b10101 + 0o132) + chr(1459 - 1408) + chr(786 - 736) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1000001 + 0o56) + chr(50) + '\062' + chr(49), 0b1000), ehT0Px3KOsy9(chr(1756 - 1708) + chr(0b1101111) + chr(51) + chr(2031 - 1980) + chr(121 - 69), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110111) + chr(382 - 332), 32789 - 32781), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(51) + chr(0b110101) + '\x35', 18810 - 18802), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101000 + 0o7) + chr(0b110100) + chr(51), 63229 - 63221), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100101 + 0o14) + chr(0b110011) + chr(51), 33723 - 33715), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x34' + chr(0b110011), 32747 - 32739), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(1129 - 1075) + chr(284 - 236), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5273 - 5162) + chr(50) + chr(0b1111 + 0o50) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\067' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + '\x31' + '\066' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\x34' + '\065', 0b1000), ehT0Px3KOsy9(chr(2195 - 2147) + chr(111) + chr(743 - 691) + chr(289 - 239), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + '\061' + chr(0b110111) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(433 - 385) + chr(111) + chr(50) + '\x35' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b110000 + 0o2) + chr(791 - 741) + chr(0b10110 + 0o32), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\060', 37184 - 37176), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(8134 - 8023) + chr(50) + chr(0b10101 + 0o36) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(0b110001) + '\x36' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\064' + chr(50), 56909 - 56901), ehT0Px3KOsy9(chr(1336 - 1288) + chr(11354 - 11243) + '\x32' + chr(0b101 + 0o55) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(1175 - 1120) + chr(2228 - 2176), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b1101 + 0o50) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(49) + '\065' + chr(0b100100 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\063' + chr(1549 - 1498) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(7463 - 7352) + '\x33' + '\x34' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(658 - 610) + chr(4181 - 4070) + chr(2170 - 2119) + '\x31' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b1111 + 0o46) + chr(0b111 + 0o52), 8), ehT0Px3KOsy9(chr(196 - 148) + chr(111) + chr(0b110001) + '\061' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100 + 0o143) + '\x33' + chr(54) + chr(0b1111 + 0o44), 20324 - 20316), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b0 + 0o62) + chr(0b110101) + chr(1729 - 1681), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'+'), chr(1359 - 1259) + chr(3041 - 2940) + chr(0b1001001 + 0o32) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(9334 - 9232) + chr(0b1010 + 0o43) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LK3cpXJU3UM0(OeWW0F1dBPRQ, *PS6QVzYh845E) -> gRjZVRK2322q:
if c2A0yzQpDQB3(PS6QVzYh845E):
OeWW0F1dBPRQ = (OeWW0F1dBPRQ,) + PS6QVzYh845E
if rOyHzRoSE7pv(OeWW0F1dBPRQ) and c2A0yzQpDQB3(OeWW0F1dBPRQ) == ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000), 0o10):
return LK3cpXJU3UM0(ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(1597 - 1486) + '\x30', 8))
MsbwfslwLjRO = cEkFpYktkSeK.tensor(OeWW0F1dBPRQ) if rOyHzRoSE7pv(OeWW0F1dBPRQ) else su9MVi5ICPJJ(OeWW0F1dBPRQ)
if xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'o^h]h\x03\xf3\xa3\xbc\xd9\xebq'), '\144' + '\x65' + chr(5419 - 5320) + chr(111) + '\144' + '\x65')(chr(0b10111 + 0o136) + '\164' + chr(0b1010111 + 0o17) + chr(0b10000 + 0o35) + chr(56))) is xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'lcJW\x13'), chr(2889 - 2789) + chr(2998 - 2897) + '\x63' + chr(0b1101010 + 0o5) + '\x64' + '\145')(chr(117) + '\164' + '\x66' + chr(1878 - 1833) + '\070')):
nDEnNBabFNKm(xafqLlk3kkUe(SXOLrMavuUCe(b'QhP\x17N:\xbd\xaf\xa2\xb1\xb5T\x99\x10iY\xd0\xc9\x0b\x17\x17C\x1a\xc1\xfeo\xba\x02\xcd\xb6\x95\xc7\x18\xeb\xd1\xf1\x89/\x9c\xda%o[\x10U-\xef\xe6\xa1\xf4\xae\\\x82Q6\x02\x9e\xdf\x1eP\x10Q\x1b\x88\xf9f\xee@\x96\xb6\x95\xc7\x1c\xa8\x91'), '\x64' + chr(6497 - 6396) + chr(0b1100011) + chr(111) + chr(1977 - 1877) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))
return xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'ibP\x03'), '\x64' + chr(108 - 7) + chr(676 - 577) + chr(6503 - 6392) + '\144' + chr(2760 - 2659))(chr(9761 - 9644) + chr(116) + chr(9094 - 8992) + chr(45) + '\x38'))()
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/torch_core.py
|
to_detach
|
def to_detach(b:Tensors, cpu:bool=True):
"Recursively detach lists of tensors in `b `; put them on the CPU if `cpu=True`."
if is_listy(b): return [to_detach(o, cpu) for o in b]
if not isinstance(b,Tensor): return b
b = b.detach()
return b.cpu() if cpu else b
|
python
|
def to_detach(b:Tensors, cpu:bool=True):
"Recursively detach lists of tensors in `b `; put them on the CPU if `cpu=True`."
if is_listy(b): return [to_detach(o, cpu) for o in b]
if not isinstance(b,Tensor): return b
b = b.detach()
return b.cpu() if cpu else b
|
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Recursively detach lists of tensors in `b `; put them on the CPU if `cpu=True`.
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L91-L96
|
train
|
Recursively detach lists of tensors in b ; put them on the CPU if cpu = True.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(111) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2082 - 2032) + chr(820 - 765) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(1794 - 1744) + chr(0b110011) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(49) + chr(55) + chr(0b100 + 0o57), 49322 - 49314), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101100 + 0o7) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(8372 - 8261) + chr(0b110011) + chr(0b110110) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(0b10110 + 0o40) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(1269 - 1221) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\x33' + chr(0b110000), 19270 - 19262), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(2131 - 2020) + chr(0b10 + 0o60) + '\x31' + chr(49), 31199 - 31191), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + '\x31' + chr(49) + chr(179 - 127), 0b1000), ehT0Px3KOsy9(chr(1036 - 988) + '\157' + '\x32' + '\066' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\062' + '\x35' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001 + 0o3) + '\x32', 0o10), ehT0Px3KOsy9(chr(781 - 733) + '\157' + chr(0b110011) + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x33' + '\062', 19927 - 19919), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(2111 - 2056) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(54) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(195 - 147) + chr(111) + chr(0b1001 + 0o50) + chr(0b110011) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b110001) + '\x35' + chr(0b110011 + 0o4), 18082 - 18074), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x31' + chr(0b11010 + 0o33), 63744 - 63736), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + '\062' + chr(0b110101) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1307 - 1259) + '\x6f' + '\061' + chr(0b110101) + chr(54), 23636 - 23628), ehT0Px3KOsy9(chr(1072 - 1024) + chr(9043 - 8932) + chr(0b10010 + 0o41) + '\x37' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b110001) + '\065' + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1010010 + 0o35) + chr(49) + chr(2216 - 2163) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10117 - 10006) + chr(2181 - 2130) + chr(0b101111 + 0o4), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(2353 - 2304), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1111 + 0o44) + chr(51) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(8780 - 8669) + '\x31' + '\x32' + '\x30', 0b1000), ehT0Px3KOsy9(chr(69 - 21) + chr(0b11 + 0o154) + '\x31' + chr(0b110111) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + '\x32' + '\062' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(2824 - 2713) + chr(2266 - 2215) + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + '\061' + chr(49) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110011) + chr(0b100 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11328 - 11217) + chr(50) + '\066' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\x34' + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2053 - 1942) + '\x31' + chr(52) + chr(0b101101 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11980 - 11869) + '\x31' + chr(52) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10111 + 0o32) + '\x36' + '\063', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101011 + 0o12) + chr(48), 37881 - 37873)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'*'), chr(5424 - 5324) + chr(6453 - 6352) + chr(0b1100011) + chr(111) + chr(0b110000 + 0o64) + '\x65')(chr(0b1101110 + 0o7) + '\164' + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KbVlFYj1Fx4r(wmN3dvez4qzC, qg7Ot4FCfBgB=ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(49), 0b1000)):
if rOyHzRoSE7pv(wmN3dvez4qzC):
return [KbVlFYj1Fx4r(gb6ab8SSTLgq, qg7Ot4FCfBgB) for gb6ab8SSTLgq in wmN3dvez4qzC]
if not PlSM16l2KDPD(wmN3dvez4qzC, gRjZVRK2322q):
return wmN3dvez4qzC
wmN3dvez4qzC = wmN3dvez4qzC.detach()
return xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'g\xcd\xeb'), '\x64' + chr(0b1100101) + '\143' + chr(111) + '\x64' + '\145')('\165' + '\164' + chr(0b1100110) + '\x2d' + '\070'))() if qg7Ot4FCfBgB else wmN3dvez4qzC
|
fastai/fastai
|
fastai/torch_core.py
|
to_data
|
def to_data(b:ItemsList):
"Recursively map lists of items in `b ` to their wrapped data."
if is_listy(b): return [to_data(o) for o in b]
return b.data if isinstance(b,ItemBase) else b
|
python
|
def to_data(b:ItemsList):
"Recursively map lists of items in `b ` to their wrapped data."
if is_listy(b): return [to_data(o) for o in b]
return b.data if isinstance(b,ItemBase) else b
|
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":",
"return",
"[",
"to_data",
"(",
"o",
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"for",
"o",
"in",
"b",
"]",
"return",
"b",
".",
"data",
"if",
"isinstance",
"(",
"b",
",",
"ItemBase",
")",
"else",
"b"
] |
Recursively map lists of items in `b ` to their wrapped data.
|
[
"Recursively",
"map",
"lists",
"of",
"items",
"in",
"b",
"to",
"their",
"wrapped",
"data",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L98-L101
|
train
|
Recursively map lists of items in b to their wrapped data.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(0b10001 + 0o40) + chr(351 - 303) + chr(51), 65114 - 65106), ehT0Px3KOsy9(chr(1611 - 1563) + chr(0b1101111) + '\063' + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110001), 62297 - 62289), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(0b110010) + chr(1924 - 1875) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b110010) + chr(0b110001) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\062' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(968 - 919) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o24) + '\064' + chr(2521 - 2466), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(51) + '\064' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(51) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(0b100011 + 0o17) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110100) + chr(48), 24847 - 24839), ehT0Px3KOsy9(chr(605 - 557) + chr(0b101110 + 0o101) + chr(2215 - 2164) + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(315 - 266) + chr(0b11 + 0o61) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(51) + chr(49), 7655 - 7647), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10100 + 0o36) + '\x37' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + chr(1753 - 1704) + chr(0b110000) + chr(63 - 8), 10514 - 10506), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9456 - 9345) + '\061' + '\x37' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + '\x31' + chr(51) + chr(0b11001 + 0o30), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(53), 0o10), ehT0Px3KOsy9(chr(399 - 351) + '\x6f' + chr(2652 - 2597) + chr(0b101110 + 0o4), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6803 - 6692) + chr(0b10000 + 0o43) + chr(0b110111) + chr(0b110011), 372 - 364), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(384 - 335) + chr(0b110101) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1520 - 1472) + '\x6f' + chr(0b110011 + 0o3) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x32' + chr(0b11010 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(2756 - 2645) + chr(50) + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(370 - 319) + chr(0b100110 + 0o17) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2512 - 2461) + chr(0b11011 + 0o34), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b101000 + 0o107) + '\x31' + chr(0b110011 + 0o2) + chr(0b11100 + 0o26), 8), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(0b110100) + chr(0b100110 + 0o15), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(6337 - 6226) + chr(0b100010 + 0o24) + chr(0b110000), 3902 - 3894), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(51) + '\064' + chr(0b110100 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(50) + chr(1923 - 1874) + chr(0b1 + 0o62), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(1087 - 1036) + '\x36', 55587 - 55579), ehT0Px3KOsy9(chr(48) + chr(350 - 239) + chr(1786 - 1735) + chr(52), 65174 - 65166)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(649 - 601) + chr(0b1101111) + chr(0b10 + 0o63) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'm'), chr(3202 - 3102) + chr(101) + '\143' + chr(0b1101111) + '\x64' + chr(101))(chr(0b100011 + 0o122) + chr(116) + chr(0b1100110) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def j3q5YVMWs7xp(wmN3dvez4qzC):
if rOyHzRoSE7pv(wmN3dvez4qzC):
return [j3q5YVMWs7xp(gb6ab8SSTLgq) for gb6ab8SSTLgq in wmN3dvez4qzC]
return xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x97\x7f\xe5n&\xcdd*\x81\xa7\x15'), chr(0b1100100) + '\145' + '\143' + '\x6f' + '\x64' + chr(0b1001110 + 0o27))(chr(11348 - 11231) + '\x74' + '\x66' + chr(0b101101) + '\x38')) if PlSM16l2KDPD(wmN3dvez4qzC, UMWaoBwG2Elu) else wmN3dvez4qzC
|
fastai/fastai
|
fastai/torch_core.py
|
to_cpu
|
def to_cpu(b:ItemsList):
"Recursively map lists of tensors in `b ` to the cpu."
if is_listy(b): return [to_cpu(o) for o in b]
return b.cpu() if isinstance(b,Tensor) else b
|
python
|
def to_cpu(b:ItemsList):
"Recursively map lists of tensors in `b ` to the cpu."
if is_listy(b): return [to_cpu(o) for o in b]
return b.cpu() if isinstance(b,Tensor) else b
|
[
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"to_cpu",
"(",
"b",
":",
"ItemsList",
")",
":",
"if",
"is_listy",
"(",
"b",
")",
":",
"return",
"[",
"to_cpu",
"(",
"o",
")",
"for",
"o",
"in",
"b",
"]",
"return",
"b",
".",
"cpu",
"(",
")",
"if",
"isinstance",
"(",
"b",
",",
"Tensor",
")",
"else",
"b"
] |
Recursively map lists of tensors in `b ` to the cpu.
|
[
"Recursively",
"map",
"lists",
"of",
"tensors",
"in",
"b",
"to",
"the",
"cpu",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L103-L106
|
train
|
Recursively map lists of tensors in b to the cpu.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(120 - 72) + '\x6f' + chr(780 - 731) + '\064' + chr(1821 - 1767), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(0b100101 + 0o15) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(0b110001) + '\066' + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(6403 - 6292) + chr(0b110010) + chr(49), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(48) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + '\065' + chr(821 - 769), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(1561 - 1511) + '\x31' + chr(1120 - 1071), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\063' + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b100000 + 0o20) + chr(0b10000 + 0o40), 64729 - 64721), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1000000 + 0o57) + '\063' + '\x33' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100001 + 0o20) + chr(2153 - 2105) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(233 - 185) + chr(111) + chr(2005 - 1954) + chr(52) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(51) + chr(50) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1979 - 1931) + '\x6f' + chr(2107 - 2058) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(48), 45527 - 45519), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + '\062' + chr(2716 - 2663) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(134 - 83) + '\062' + chr(0b101001 + 0o10), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\x35' + chr(703 - 655), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(50) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(254 - 206), 37472 - 37464), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\063' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1468 - 1420) + chr(0b1101111) + chr(0b110010) + chr(902 - 847) + chr(372 - 317), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b1000 + 0o57) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110110) + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1617 - 1567) + chr(0b11100 + 0o27) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x31' + chr(0b110001) + chr(0b10110 + 0o33), 48416 - 48408), ehT0Px3KOsy9('\x30' + chr(3752 - 3641) + chr(50) + '\x30' + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o13) + '\x35' + chr(307 - 256), ord("\x08")), ehT0Px3KOsy9(chr(791 - 743) + '\157' + chr(0b101100 + 0o7) + chr(0b110000 + 0o2) + '\061', 8), ehT0Px3KOsy9('\060' + chr(12101 - 11990) + chr(0b101101 + 0o7) + chr(2593 - 2542), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(395 - 346) + chr(51) + chr(0b110001), 1554 - 1546), ehT0Px3KOsy9(chr(48) + chr(675 - 564) + chr(49) + chr(0b11001 + 0o33) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1689 - 1578) + chr(0b110011) + chr(0b110101) + '\064', 44748 - 44740), ehT0Px3KOsy9('\060' + '\x6f' + chr(2059 - 2010) + '\x32' + chr(0b100110 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b101100 + 0o7) + chr(0b110100) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x35' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10929 - 10818) + chr(51) + chr(0b110101), 2043 - 2035), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11111 + 0o26) + '\x33', 52847 - 52839), ehT0Px3KOsy9(chr(902 - 854) + '\157' + chr(0b110001) + chr(1929 - 1874) + chr(0b110000), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(11823 - 11712) + chr(53) + chr(0b110000), 47012 - 47004)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'H'), chr(1583 - 1483) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(7682 - 7581))('\165' + chr(0b100000 + 0o124) + chr(0b1100110) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fVQ86eFv9mNr(wmN3dvez4qzC):
if rOyHzRoSE7pv(wmN3dvez4qzC):
return [fVQ86eFv9mNr(gb6ab8SSTLgq) for gb6ab8SSTLgq in wmN3dvez4qzC]
return xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05g\x04'), chr(9954 - 9854) + chr(5901 - 5800) + chr(99) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(12852 - 12736) + '\x66' + chr(45) + chr(1575 - 1519)))() if PlSM16l2KDPD(wmN3dvez4qzC, gRjZVRK2322q) else wmN3dvez4qzC
|
fastai/fastai
|
fastai/torch_core.py
|
to_half
|
def to_half(b:Collection[Tensor])->Collection[Tensor]:
"Recursively map lists of tensors in `b ` to FP16."
if is_listy(b): return [to_half(o) for o in b]
return b.half() if b.dtype not in [torch.int64, torch.int32, torch.int16] else b
|
python
|
def to_half(b:Collection[Tensor])->Collection[Tensor]:
"Recursively map lists of tensors in `b ` to FP16."
if is_listy(b): return [to_half(o) for o in b]
return b.half() if b.dtype not in [torch.int64, torch.int32, torch.int16] else b
|
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Recursively map lists of tensors in `b ` to FP16.
|
[
"Recursively",
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"to",
"FP16",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L108-L111
|
train
|
Recursively map lists of tensors in b to FP16.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + chr(0b100110 + 0o14) + chr(0b100001 + 0o23) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + '\061' + '\x30' + chr(0b101001 + 0o11), 19132 - 19124), ehT0Px3KOsy9('\060' + chr(5391 - 5280) + '\061' + '\065' + chr(267 - 219), ord("\x08")), ehT0Px3KOsy9(chr(2158 - 2110) + chr(0b10100 + 0o133) + chr(0b11111 + 0o22) + chr(0b110010) + chr(0b110111), 38767 - 38759), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + '\062' + chr(0b110111) + '\066', 54363 - 54355), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(287 - 232) + chr(0b101111 + 0o1), 0o10), ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + '\063' + chr(49) + chr(0b11000 + 0o32), 0o10), ehT0Px3KOsy9(chr(421 - 373) + chr(111) + chr(102 - 53) + chr(710 - 659) + chr(0b1010 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1316 - 1265) + '\x34' + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(429 - 379) + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(668 - 620) + chr(0b1101111) + chr(51) + '\067' + chr(79 - 24), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(0b100011 + 0o17) + chr(0b110001), 845 - 837), ehT0Px3KOsy9(chr(87 - 39) + '\157' + '\x33' + chr(51) + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x31' + chr(1915 - 1860), 0o10), ehT0Px3KOsy9('\x30' + chr(4020 - 3909) + chr(0b100 + 0o55) + chr(0b100101 + 0o13) + '\061', 0o10), ehT0Px3KOsy9(chr(1323 - 1275) + '\x6f' + chr(1339 - 1290) + chr(49) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(932 - 821) + chr(0b100011 + 0o24) + chr(186 - 135), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(2606 - 2495) + '\x32' + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110100) + chr(371 - 317), ord("\x08")), ehT0Px3KOsy9(chr(650 - 602) + chr(6586 - 6475) + chr(74 - 25) + '\061' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x35' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110101) + chr(2004 - 1956), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(51) + chr(0b10010 + 0o36), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(0b110111) + '\066', 9079 - 9071), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b111 + 0o60), 52187 - 52179), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b1010 + 0o51) + '\x31' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b100110 + 0o111) + chr(659 - 610) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110011) + chr(0b1111 + 0o45), 57369 - 57361), ehT0Px3KOsy9(chr(668 - 620) + '\x6f' + chr(444 - 394) + chr(0b10101 + 0o34), 8), ehT0Px3KOsy9(chr(2086 - 2038) + chr(0b1010010 + 0o35) + chr(0b101000 + 0o13) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x30' + '\x37', 0b1000), ehT0Px3KOsy9(chr(494 - 446) + chr(0b10010 + 0o135) + '\062' + '\x33' + chr(1926 - 1874), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1 + 0o62) + chr(0b110000) + chr(0b11000 + 0o31), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1100 + 0o47) + '\067' + '\062', 12819 - 12811), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(113 - 2) + chr(50) + chr(0b100000 + 0o23) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(2430 - 2377) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1011001 + 0o26) + '\062' + '\x35' + chr(0b1010 + 0o50), 8), ehT0Px3KOsy9('\x30' + chr(5751 - 5640) + chr(0b110001) + '\064' + chr(53), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + chr(1714 - 1666), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e'), chr(0b1011110 + 0o6) + '\145' + chr(7739 - 7640) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b110 + 0o47) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QBuRGnXx7Mc_(wmN3dvez4qzC) -> gNqqdWiyklNm[gRjZVRK2322q]:
if rOyHzRoSE7pv(wmN3dvez4qzC):
return [QBuRGnXx7Mc_(gb6ab8SSTLgq) for gb6ab8SSTLgq in wmN3dvez4qzC]
return xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8#\x041'), chr(4651 - 4551) + chr(101) + '\143' + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\x66' + chr(0b100011 + 0o12) + chr(0b111000)))() if xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca\x11>n\xf73\xa4>\x8d\xe7\xc8m'), '\144' + chr(0b1100101) + '\x63' + chr(111) + chr(100) + '\145')('\x75' + chr(116) + chr(0b1100110) + '\x2d' + '\070')) not in [xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9,\x1ca\x8a'), chr(3185 - 3085) + chr(0b1100101) + chr(9489 - 9390) + chr(0b1101111) + chr(0b111111 + 0o45) + chr(0b1100101))(chr(8613 - 8496) + chr(7411 - 7295) + chr(102) + chr(0b101101) + chr(0b11001 + 0o37))), xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9,\x1cd\x8c'), '\144' + chr(0b10111 + 0o116) + chr(0b1100011) + chr(0b1110 + 0o141) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + '\x66' + chr(0b101000 + 0o5) + '\070')), xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9,\x1cf\x88'), chr(100) + chr(950 - 849) + chr(781 - 682) + chr(8975 - 8864) + chr(0b100001 + 0o103) + '\x65')(chr(0b1110101) + '\164' + chr(0b100001 + 0o105) + chr(45) + chr(0b1 + 0o67)))] else wmN3dvez4qzC
|
fastai/fastai
|
fastai/torch_core.py
|
to_float
|
def to_float(b:Collection[Tensor])->Collection[Tensor]:
"Recursively map lists of tensors in `b ` to FP16."
if is_listy(b): return [to_float(o) for o in b]
return b.float() if b.dtype not in [torch.int64, torch.int32, torch.int16] else b
|
python
|
def to_float(b:Collection[Tensor])->Collection[Tensor]:
"Recursively map lists of tensors in `b ` to FP16."
if is_listy(b): return [to_float(o) for o in b]
return b.float() if b.dtype not in [torch.int64, torch.int32, torch.int16] else b
|
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",",
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"int32",
",",
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] |
Recursively map lists of tensors in `b ` to FP16.
|
[
"Recursively",
"map",
"lists",
"of",
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"in",
"b",
"to",
"FP16",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L113-L116
|
train
|
Recursively map lists of tensors in b to FP16.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(11667 - 11556) + chr(2720 - 2665) + '\062', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b10001 + 0o40) + '\066' + chr(0b110001 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x31' + chr(0b110110 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110011) + '\067', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b11010 + 0o125) + chr(50) + chr(50) + chr(530 - 482), 14090 - 14082), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110010) + '\x30', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(898 - 844) + '\066', 57801 - 57793), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b110101 + 0o72) + '\x31' + chr(508 - 457) + chr(2247 - 2197), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(906 - 856) + chr(0b100101 + 0o14) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(359 - 310) + chr(51) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(8431 - 8320) + chr(1872 - 1823) + chr(1147 - 1094) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b11111 + 0o23) + chr(0b11010 + 0o33), 27946 - 27938), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110001) + chr(0b100110 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b11001 + 0o34) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(327 - 276) + '\x37', 41995 - 41987), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(0b110010) + chr(0b110010) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x32' + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101001 + 0o11) + '\066' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(7331 - 7220) + chr(131 - 82) + '\x32' + chr(1586 - 1531), ord("\x08")), ehT0Px3KOsy9(chr(1021 - 973) + '\157' + chr(59 - 9), 37169 - 37161), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1586 - 1535) + '\060' + '\x31', 42000 - 41992), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110001) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2252 - 2200), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3247 - 3136) + chr(1365 - 1314) + chr(0b101110 + 0o6) + chr(0b110011), 7553 - 7545), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(9978 - 9867) + '\062' + chr(0b1 + 0o57) + chr(53), 0o10), ehT0Px3KOsy9(chr(1091 - 1043) + chr(0b1000111 + 0o50) + '\063' + chr(98 - 50) + chr(529 - 479), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b11101 + 0o122) + '\062' + '\x31' + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b100 + 0o57) + chr(1585 - 1532), 64885 - 64877), ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + chr(1490 - 1441) + chr(0b10101 + 0o35) + chr(1152 - 1101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1573 - 1522) + chr(2361 - 2309) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + '\060' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(1952 - 1904), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + chr(0b101111 + 0o2) + '\x33' + '\x33', 0o10), ehT0Px3KOsy9(chr(1785 - 1737) + chr(7758 - 7647) + chr(0b110010) + chr(870 - 819) + chr(50), 41819 - 41811), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110100) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b100000 + 0o20) + chr(619 - 565), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(49), 1576 - 1568), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11011 + 0o30) + '\064' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + '\063' + chr(0b110111) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8759 - 8648) + '\x34' + chr(50), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x14'), chr(7886 - 7786) + chr(1307 - 1206) + chr(99) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1110101 + 0o0) + chr(0b1110100) + '\146' + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZUL3kHBGU8Uu(wmN3dvez4qzC) -> gNqqdWiyklNm[gRjZVRK2322q]:
if rOyHzRoSE7pv(wmN3dvez4qzC):
return [ZUL3kHBGU8Uu(gb6ab8SSTLgq) for gb6ab8SSTLgq in wmN3dvez4qzC]
return xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\\\x1e\xe1\xbe\xe4'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(4004 - 3904) + chr(8809 - 8708))('\x75' + chr(116) + chr(0b1100110) + chr(899 - 854) + chr(0b10010 + 0o46)))() if xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'P!\xd8\xe6\xd9\xdbX?\xe0\x17X\xde'), chr(5982 - 5882) + chr(101) + chr(7093 - 6994) + chr(111) + '\x64' + chr(0b10001 + 0o124))('\x75' + chr(3057 - 2941) + chr(4604 - 4502) + chr(0b101101) + '\x38')) not in [xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'S\x1c\xfa\xe9\xa4'), '\x64' + chr(0b1100101) + '\x63' + '\157' + '\144' + chr(1649 - 1548))(chr(11325 - 11208) + chr(116) + '\146' + chr(0b11111 + 0o16) + chr(1538 - 1482))), xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'S\x1c\xfa\xec\xa2'), '\144' + chr(8636 - 8535) + '\x63' + chr(5753 - 5642) + '\144' + chr(652 - 551))(chr(0b1010000 + 0o45) + chr(0b1011000 + 0o34) + chr(0b1011 + 0o133) + '\055' + chr(0b1100 + 0o54))), xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'S\x1c\xfa\xee\xa6'), chr(0b1010000 + 0o24) + chr(8020 - 7919) + chr(0b1010011 + 0o20) + chr(0b0 + 0o157) + '\144' + '\x65')('\x75' + chr(0b110100 + 0o100) + chr(102) + '\x2d' + chr(396 - 340)))] else wmN3dvez4qzC
|
fastai/fastai
|
fastai/torch_core.py
|
to_device
|
def to_device(b:Tensors, device:torch.device):
"Recursively put `b` on `device`."
device = ifnone(device, defaults.device)
if is_listy(b): return [to_device(o, device) for o in b]
if is_dict(b): return {k: to_device(v, device) for k, v in b.items()}
return b.to(device, non_blocking=True)
|
python
|
def to_device(b:Tensors, device:torch.device):
"Recursively put `b` on `device`."
device = ifnone(device, defaults.device)
if is_listy(b): return [to_device(o, device) for o in b]
if is_dict(b): return {k: to_device(v, device) for k, v in b.items()}
return b.to(device, non_blocking=True)
|
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] |
Recursively put `b` on `device`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L118-L123
|
train
|
Recursively put b on device.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101110 + 0o6) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(49) + chr(0b100111 + 0o14) + chr(50), 5581 - 5573), ehT0Px3KOsy9(chr(0b110000) + chr(8389 - 8278) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x36' + chr(0b101000 + 0o11), 8), ehT0Px3KOsy9(chr(48) + chr(11076 - 10965) + chr(2398 - 2349) + chr(0b110010 + 0o2) + chr(2307 - 2258), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + '\065' + '\064', 64685 - 64677), ehT0Px3KOsy9(chr(417 - 369) + chr(3306 - 3195) + chr(0b110010) + chr(1605 - 1554) + chr(1206 - 1156), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(12038 - 11927) + chr(238 - 188) + chr(50) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10 + 0o57) + '\x36' + chr(1806 - 1753), 65444 - 65436), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(1757 - 1709) + chr(0b110100), 6141 - 6133), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(52) + chr(1603 - 1549), ord("\x08")), ehT0Px3KOsy9(chr(230 - 182) + chr(0b1101111) + '\x32' + '\065' + chr(411 - 357), 57034 - 57026), ehT0Px3KOsy9(chr(304 - 256) + chr(1511 - 1400) + chr(0b100111 + 0o13) + chr(0b101011 + 0o14) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(2795 - 2742), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x31' + '\x35' + chr(603 - 552), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + '\063' + chr(0b110001) + chr(55), 32814 - 32806), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\061' + chr(1918 - 1863), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\061' + chr(54), 0b1000), ehT0Px3KOsy9(chr(241 - 193) + chr(0b1101111) + chr(1466 - 1416) + chr(48) + '\060', 32381 - 32373), ehT0Px3KOsy9(chr(55 - 7) + '\157' + '\x33' + chr(0b110001) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11100 + 0o27) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(2182 - 2134) + chr(111) + '\062' + chr(1990 - 1942) + chr(1337 - 1288), 0o10), ehT0Px3KOsy9(chr(48) + chr(9060 - 8949) + '\062' + chr(52) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1869 - 1818) + '\063' + chr(54), 1503 - 1495), ehT0Px3KOsy9('\x30' + chr(12231 - 12120) + chr(2181 - 2129) + '\066', 8), ehT0Px3KOsy9(chr(1774 - 1726) + '\x6f' + chr(1376 - 1327) + '\065' + '\x30', 0b1000), ehT0Px3KOsy9(chr(399 - 351) + chr(284 - 173) + '\063' + chr(52) + chr(876 - 828), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b11 + 0o61) + chr(2391 - 2340), 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + '\x31' + chr(1620 - 1571) + '\062', 0o10), ehT0Px3KOsy9(chr(1319 - 1271) + '\157' + chr(49) + chr(0b11011 + 0o32) + chr(475 - 422), 7841 - 7833), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b101 + 0o57) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11110 + 0o25) + chr(55) + chr(0b101011 + 0o11), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(55) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3526 - 3415) + '\062' + chr(49) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1993 - 1945) + chr(111) + '\063' + '\x33' + '\062', 0o10), ehT0Px3KOsy9(chr(381 - 333) + '\x6f' + '\062' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(10760 - 10649) + chr(50) + chr(958 - 907) + chr(1132 - 1078), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(50) + chr(0b100011 + 0o20) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(297 - 247) + '\062' + '\x35', 38325 - 38317)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1010 + 0o53) + '\x30', 40349 - 40341)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f'), chr(6678 - 6578) + '\145' + chr(8600 - 8501) + chr(2223 - 2112) + chr(0b1001100 + 0o30) + chr(101))(chr(0b1110010 + 0o3) + chr(0b1100011 + 0o21) + chr(0b1100110) + chr(1296 - 1251) + chr(1618 - 1562)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ykXPTSvrSduT(wmN3dvez4qzC, v9dZPx26KxBP):
v9dZPx26KxBP = LZcHOm_c0BYj(v9dZPx26KxBP, sRkYTJirQlN8.device)
if rOyHzRoSE7pv(wmN3dvez4qzC):
return [ykXPTSvrSduT(gb6ab8SSTLgq, v9dZPx26KxBP) for gb6ab8SSTLgq in wmN3dvez4qzC]
if KoeNrgMi4sS8(wmN3dvez4qzC):
return {OolUPRJhRaJd: ykXPTSvrSduT(cMbll0QYhULo, v9dZPx26KxBP) for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7fY,fx;\x1f\xd3\xfd&\x0c\x1f'), '\x64' + chr(101) + chr(0b1000011 + 0o40) + chr(9968 - 9857) + '\144' + chr(0b1100000 + 0o5))('\165' + chr(0b1000010 + 0o62) + '\146' + chr(0b101101) + '\x38'))()}
return xafqLlk3kkUe(wmN3dvez4qzC, xafqLlk3kkUe(SXOLrMavuUCe(b'EL'), chr(2563 - 2463) + chr(0b1100101) + chr(0b111110 + 0o45) + chr(2433 - 2322) + '\x64' + '\x65')('\165' + chr(116) + '\x66' + chr(0b10101 + 0o30) + '\070'))(v9dZPx26KxBP, non_blocking=ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\x31', ord("\x08")))
|
fastai/fastai
|
fastai/torch_core.py
|
data_collate
|
def data_collate(batch:ItemsList)->Tensor:
"Convert `batch` items to tensor data."
return torch.utils.data.dataloader.default_collate(to_data(batch))
|
python
|
def data_collate(batch:ItemsList)->Tensor:
"Convert `batch` items to tensor data."
return torch.utils.data.dataloader.default_collate(to_data(batch))
|
[
"def",
"data_collate",
"(",
"batch",
":",
"ItemsList",
")",
"->",
"Tensor",
":",
"return",
"torch",
".",
"utils",
".",
"data",
".",
"dataloader",
".",
"default_collate",
"(",
"to_data",
"(",
"batch",
")",
")"
] |
Convert `batch` items to tensor data.
|
[
"Convert",
"batch",
"items",
"to",
"tensor",
"data",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L125-L127
|
train
|
Convert batch items to tensor data.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110000), 54838 - 54830), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b101110 + 0o11) + chr(0b11000 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100110 + 0o15) + chr(0b110001) + chr(0b110101), 17534 - 17526), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(1115 - 1067), 24638 - 24630), ehT0Px3KOsy9('\x30' + '\157' + chr(1195 - 1145) + chr(53), 5453 - 5445), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2590 - 2535) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(359 - 311) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b111 + 0o52) + chr(1056 - 1001) + chr(0b110001 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(49) + '\064' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(558 - 510) + chr(10363 - 10252) + chr(0b10100 + 0o36) + chr(1825 - 1776) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b101111 + 0o3) + chr(201 - 153) + chr(0b1101 + 0o44), 45592 - 45584), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(7756 - 7645) + '\061' + '\066' + chr(0b101011 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x34' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x34' + chr(497 - 443), 50641 - 50633), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110011) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(1537 - 1487) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110011) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b1 + 0o66), ord("\x08")), ehT0Px3KOsy9(chr(2303 - 2255) + chr(111) + '\063' + chr(1285 - 1232) + chr(0b11111 + 0o24), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(50) + '\x30' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(52) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(256 - 205) + chr(2175 - 2127) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(2343 - 2291) + chr(151 - 102), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2434 - 2384) + chr(0b1011 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2231 - 2182) + chr(0b110110), 5367 - 5359), ehT0Px3KOsy9('\x30' + chr(111) + chr(707 - 656) + chr(0b110101) + '\061', 27790 - 27782), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1010100 + 0o33) + chr(720 - 671) + chr(49) + '\066', 57479 - 57471), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11110 + 0o24) + chr(0b10101 + 0o35) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(50) + '\062', 28149 - 28141), ehT0Px3KOsy9(chr(1622 - 1574) + chr(0b0 + 0o157) + chr(51) + chr(0b100 + 0o62) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\060' + '\x36', 2461 - 2453), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110111) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110111) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(11671 - 11560) + '\063' + chr(50) + '\062', 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b110011) + chr(172 - 118) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(52) + '\065', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'.'), '\144' + chr(0b110111 + 0o56) + chr(3578 - 3479) + chr(0b1001110 + 0o41) + chr(8414 - 8314) + chr(0b1011101 + 0o10))(chr(117) + chr(116) + chr(0b110111 + 0o57) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PQric3jolzYP(dNwAahu8tvoY) -> gRjZVRK2322q:
return xafqLlk3kkUe(cEkFpYktkSeK.utils.data.dataloader, xafqLlk3kkUe(SXOLrMavuUCe(b'd[\xabq`V0"\x03\xe5\xed\x1e\xc3R\xbf'), '\x64' + chr(0b1100101) + chr(1770 - 1671) + chr(2600 - 2489) + chr(0b111001 + 0o53) + '\x65')(chr(117) + '\x74' + chr(0b1100110) + chr(45) + chr(0b100011 + 0o25)))(j3q5YVMWs7xp(dNwAahu8tvoY))
|
fastai/fastai
|
fastai/torch_core.py
|
requires_grad
|
def requires_grad(m:nn.Module, b:Optional[bool]=None)->Optional[bool]:
"If `b` is not set return `requires_grad` of first param, else set `requires_grad` on all params as `b`"
ps = list(m.parameters())
if not ps: return None
if b is None: return ps[0].requires_grad
for p in ps: p.requires_grad=b
|
python
|
def requires_grad(m:nn.Module, b:Optional[bool]=None)->Optional[bool]:
"If `b` is not set return `requires_grad` of first param, else set `requires_grad` on all params as `b`"
ps = list(m.parameters())
if not ps: return None
if b is None: return ps[0].requires_grad
for p in ps: p.requires_grad=b
|
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] |
If `b` is not set return `requires_grad` of first param, else set `requires_grad` on all params as `b`
|
[
"If",
"b",
"is",
"not",
"set",
"return",
"requires_grad",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L129-L134
|
train
|
If b is not set return requires_grad of first param else set requires_grad on all params as b
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b11000 + 0o35) + chr(0b110111), 1851 - 1843), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b100010 + 0o25) + chr(55), 38477 - 38469), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(323 - 274) + chr(55) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\x34' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1690 - 1642) + '\157' + chr(51) + chr(0b110010) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x33' + chr(0b11011 + 0o32), 22085 - 22077), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(219 - 108) + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1010101 + 0o32) + '\x33' + chr(0b110011) + chr(2157 - 2105), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b11001 + 0o31) + chr(0b110001) + chr(666 - 617), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1001111 + 0o40) + chr(0b11101 + 0o25) + chr(0b110001) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110000) + chr(2221 - 2172), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110011) + chr(0b1110 + 0o47), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101 + 0o142) + chr(595 - 545) + chr(0b100001 + 0o26) + chr(0b11101 + 0o32), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x34' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(470 - 419) + chr(1721 - 1667) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(7716 - 7605) + '\062' + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(141 - 86) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b0 + 0o157) + '\062' + chr(0b10011 + 0o43) + '\x37', 51395 - 51387), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1555 - 1505) + chr(0b10001 + 0o40) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b111 + 0o54) + chr(2357 - 2306) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(2182 - 2132), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(55), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100011 + 0o16) + chr(348 - 295) + chr(2282 - 2230), 29769 - 29761), ehT0Px3KOsy9(chr(0b110000) + chr(10300 - 10189) + '\x33' + chr(350 - 300) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + '\x31' + chr(562 - 513) + chr(1679 - 1626), 50577 - 50569), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b110001) + '\x32' + chr(0b10101 + 0o35), 3856 - 3848), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(0b101010 + 0o7) + '\064' + chr(51), 54329 - 54321), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11110 + 0o24) + chr(0b110000) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\066' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(50) + chr(50), 8), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\067' + chr(55), 59554 - 59546), ehT0Px3KOsy9(chr(0b110000) + chr(1103 - 992) + '\x31' + chr(0b110010) + chr(721 - 672), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b101 + 0o53) + chr(52), 0o10), ehT0Px3KOsy9(chr(1979 - 1931) + '\x6f' + chr(51) + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b110110) + chr(0b11010 + 0o32), 4049 - 4041), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\061' + '\065', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(48) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(2389 - 2278) + '\x31' + '\x34' + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(548 - 495) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x01'), chr(100) + chr(3971 - 3870) + chr(2266 - 2167) + chr(111) + '\144' + chr(101))(chr(0b1011000 + 0o35) + '\x74' + chr(102) + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MdYc3oJmyCIg(r8ufID9JCHnI, wmN3dvez4qzC=None) -> vi1g1wPnZvlE[WbBjf8Y7v9VN]:
ZHRQMbqSJ1vg = YyaZ4tpXu4lf(r8ufID9JCHnI.parameters())
if not ZHRQMbqSJ1vg:
return None
if wmN3dvez4qzC is None:
return xafqLlk3kkUe(ZHRQMbqSJ1vg[ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(1980 - 1932), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'b\xdb \x07\xe5\xb2O\xb1\xf0\xcd\x88\xba'), chr(0b101010 + 0o72) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101 + 0o0))(chr(117) + '\x74' + chr(102) + chr(0b11 + 0o52) + chr(0b111000)))
for UyakMW2IMFEj in ZHRQMbqSJ1vg:
UyakMW2IMFEj.MdYc3oJmyCIg = wmN3dvez4qzC
|
fastai/fastai
|
fastai/torch_core.py
|
trainable_params
|
def trainable_params(m:nn.Module)->ParamList:
"Return list of trainable params in `m`."
res = filter(lambda p: p.requires_grad, m.parameters())
return res
|
python
|
def trainable_params(m:nn.Module)->ParamList:
"Return list of trainable params in `m`."
res = filter(lambda p: p.requires_grad, m.parameters())
return res
|
[
"def",
"trainable_params",
"(",
"m",
":",
"nn",
".",
"Module",
")",
"->",
"ParamList",
":",
"res",
"=",
"filter",
"(",
"lambda",
"p",
":",
"p",
".",
"requires_grad",
",",
"m",
".",
"parameters",
"(",
")",
")",
"return",
"res"
] |
Return list of trainable params in `m`.
|
[
"Return",
"list",
"of",
"trainable",
"params",
"in",
"m",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L136-L139
|
train
|
Return list of trainable params in m.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1100001 + 0o16) + chr(51) + chr(571 - 522) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + chr(0b110010) + '\064' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6876 - 6765) + chr(51) + chr(0b1010 + 0o46) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o23) + '\065' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(48) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(4050 - 3939) + chr(0b111 + 0o54) + chr(0b110100) + '\062', 45964 - 45956), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101001 + 0o6) + chr(0b100010 + 0o17) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b10010 + 0o135) + chr(0b100110 + 0o13) + '\061' + chr(2026 - 1975), 0b1000), ehT0Px3KOsy9(chr(1128 - 1080) + chr(0b1101111) + chr(1632 - 1581) + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(287 - 239) + chr(0b1101111) + chr(51) + chr(53) + chr(53), 49342 - 49334), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(51) + chr(52), 0o10), ehT0Px3KOsy9(chr(2059 - 2011) + '\157' + chr(0b101110 + 0o5) + chr(1444 - 1396) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(5540 - 5429) + '\062' + chr(0b110001) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(471 - 423) + '\x6f' + chr(0b1100 + 0o51) + chr(0b110001), 61852 - 61844), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + '\x33' + chr(784 - 729), 15705 - 15697), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\061' + '\066' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(204 - 156) + chr(0b110011 + 0o74) + chr(0b10111 + 0o40) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2332 - 2221) + '\x31' + chr(0b1010 + 0o46) + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110100) + '\062', 8), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(49) + chr(1483 - 1435) + chr(254 - 201), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + '\063' + '\060' + chr(0b101001 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100010 + 0o21) + chr(455 - 401) + chr(0b1100 + 0o52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + '\x31' + '\x34' + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(50) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\067' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(739 - 689) + '\x34' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(177 - 129) + '\x6f' + chr(1734 - 1684) + chr(0b110101) + chr(2252 - 2204), 40363 - 40355), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100 + 0o56) + chr(0b11 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + chr(0b110111) + chr(0b100001 + 0o23), 45380 - 45372), ehT0Px3KOsy9(chr(59 - 11) + chr(2716 - 2605) + chr(0b110010) + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1066 - 1017) + '\x35' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(594 - 546) + '\x6f' + chr(50) + chr(51) + chr(0b101111 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(91 - 41) + chr(54) + chr(0b1001 + 0o51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\065' + chr(0b10001 + 0o41), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\064' + chr(54), 0b1000), ehT0Px3KOsy9(chr(1316 - 1268) + '\157' + chr(0b100 + 0o55) + chr(51) + chr(1022 - 970), 9703 - 9695), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + chr(0b111 + 0o52) + '\066' + chr(667 - 615), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1221 - 1172) + chr(0b110 + 0o52), 0b1000), ehT0Px3KOsy9(chr(1251 - 1203) + chr(0b110000 + 0o77) + '\x32' + chr(0b11101 + 0o30) + chr(0b110000), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b110101) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3'), chr(753 - 653) + '\145' + '\143' + chr(0b0 + 0o157) + '\x64' + '\145')('\165' + chr(0b1110100) + '\146' + chr(1401 - 1356) + chr(1311 - 1255)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hXvulsOLEnk6(r8ufID9JCHnI) -> W75Ji14ieoNI:
MsbwfslwLjRO = hi1V0ySZcNds(lambda UyakMW2IMFEj: UyakMW2IMFEj.MdYc3oJmyCIg, r8ufID9JCHnI.parameters())
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/torch_core.py
|
children_and_parameters
|
def children_and_parameters(m:nn.Module):
"Return the children of `m` and its direct parameters not registered in modules."
children = list(m.children())
children_p = sum([[id(p) for p in c.parameters()] for c in m.children()],[])
for p in m.parameters():
if id(p) not in children_p: children.append(ParameterModule(p))
return children
|
python
|
def children_and_parameters(m:nn.Module):
"Return the children of `m` and its direct parameters not registered in modules."
children = list(m.children())
children_p = sum([[id(p) for p in c.parameters()] for c in m.children()],[])
for p in m.parameters():
if id(p) not in children_p: children.append(ParameterModule(p))
return children
|
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] |
Return the children of `m` and its direct parameters not registered in modules.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L161-L167
|
train
|
Return the children of m and its direct parameters not registered in modules.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100 + 0o56) + '\x30' + chr(0b0 + 0o65), 54852 - 54844), ehT0Px3KOsy9(chr(783 - 735) + chr(6484 - 6373) + chr(55) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(53) + chr(50), 62506 - 62498), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + chr(0b110 + 0o54) + chr(366 - 313) + chr(52), 17159 - 17151), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1010 + 0o51) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11 + 0o64) + chr(2062 - 2009), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10101 + 0o34) + chr(1693 - 1643) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9706 - 9595) + chr(50) + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b100111 + 0o110) + '\x31' + '\063' + chr(54), 53237 - 53229), ehT0Px3KOsy9('\x30' + chr(12140 - 12029) + chr(50) + '\x33' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(52) + chr(1201 - 1153), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(2147 - 2036) + chr(0b110011) + '\x34' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(130 - 81) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(301 - 252) + chr(153 - 101) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(50) + chr(50), 41062 - 41054), ehT0Px3KOsy9(chr(1782 - 1734) + chr(0b100101 + 0o112) + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + chr(0b110100) + chr(0b11100 + 0o26), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + chr(0b10111 + 0o32) + chr(0b1010 + 0o46) + chr(143 - 95), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\061' + chr(54), 21056 - 21048), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(1922 - 1872) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011100 + 0o23) + chr(643 - 594) + '\x35' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(0b100111 + 0o13) + '\x34' + chr(0b1100 + 0o52), 32398 - 32390), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(0b110 + 0o54) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\x31' + chr(53) + chr(61 - 11), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1229 - 1179) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(430 - 382) + chr(111) + '\061' + chr(1008 - 955) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + chr(0b1011 + 0o50) + '\064' + chr(0b11001 + 0o33), 0o10), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + '\x36' + '\065', 0o10), ehT0Px3KOsy9(chr(825 - 777) + '\x6f' + chr(0b110011) + chr(1243 - 1190) + chr(0b1010 + 0o52), 37974 - 37966), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(570 - 518) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + '\x31' + '\x35' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110010 + 0o0) + chr(48), 39738 - 39730), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(1973 - 1925), 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(11134 - 11023) + '\x32' + '\060' + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110111) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b10 + 0o62) + chr(50), 64012 - 64004), ehT0Px3KOsy9(chr(0b110000) + chr(5909 - 5798) + chr(370 - 321) + chr(0b110100) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8533 - 8422) + '\x32' + chr(49) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + chr(0b1010 + 0o51) + '\060' + chr(0b110100), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + '\060', 33414 - 33406)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xab'), chr(4119 - 4019) + chr(0b1100101) + '\x63' + '\157' + chr(0b11010 + 0o112) + chr(0b10101 + 0o120))(chr(117) + chr(116) + '\146' + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DI5kcyW71fy1(r8ufID9JCHnI):
fbmcheqacAus = YyaZ4tpXu4lf(r8ufID9JCHnI.fbmcheqacAus())
hJWYDicT6TvQ = xkxBmo49x2An([[z8EhBlYI2Bx4(UyakMW2IMFEj) for UyakMW2IMFEj in qzn1Ctg9WgNh.parameters()] for qzn1Ctg9WgNh in r8ufID9JCHnI.fbmcheqacAus()], [])
for UyakMW2IMFEj in xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf5X\x98\xcdsX%\xfc,\xe8'), chr(8417 - 8317) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(907 - 862) + chr(188 - 132)))():
if z8EhBlYI2Bx4(UyakMW2IMFEj) not in hJWYDicT6TvQ:
xafqLlk3kkUe(fbmcheqacAus, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4I\x9a\xc9pY'), chr(100) + '\x65' + chr(0b10001 + 0o122) + chr(0b1101111) + chr(6490 - 6390) + '\x65')(chr(117) + chr(1915 - 1799) + chr(0b111001 + 0o55) + chr(1623 - 1578) + '\070'))(KtJSHHvIE8d7(UyakMW2IMFEj))
return fbmcheqacAus
|
fastai/fastai
|
fastai/torch_core.py
|
split_model_idx
|
def split_model_idx(model:nn.Module, idxs:Collection[int])->ModuleList:
"Split `model` according to the indexes in `idxs`."
layers = flatten_model(model)
if idxs[0] != 0: idxs = [0] + idxs
if idxs[-1] != len(layers): idxs.append(len(layers))
return [nn.Sequential(*layers[i:j]) for i,j in zip(idxs[:-1],idxs[1:])]
|
python
|
def split_model_idx(model:nn.Module, idxs:Collection[int])->ModuleList:
"Split `model` according to the indexes in `idxs`."
layers = flatten_model(model)
if idxs[0] != 0: idxs = [0] + idxs
if idxs[-1] != len(layers): idxs.append(len(layers))
return [nn.Sequential(*layers[i:j]) for i,j in zip(idxs[:-1],idxs[1:])]
|
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] |
Split `model` according to the indexes in `idxs`.
|
[
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"idxs",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L179-L184
|
train
|
Split model according to the indexes in idxs.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2192 - 2144) + '\157' + chr(0b101001 + 0o11) + chr(50) + chr(0b101001 + 0o13), 26995 - 26987), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(154 - 105) + chr(0b100001 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(0b11001 + 0o31) + chr(0b100110 + 0o12) + chr(186 - 132), ord("\x08")), ehT0Px3KOsy9(chr(817 - 769) + chr(8281 - 8170) + chr(0b100011 + 0o23) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(55) + chr(0b11010 + 0o26), 6797 - 6789), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110000) + chr(0b11010 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(2685 - 2630) + chr(416 - 367), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(560 - 449) + '\x33' + chr(1030 - 978) + '\063', 0b1000), ehT0Px3KOsy9(chr(689 - 641) + '\x6f' + chr(0b101011 + 0o14) + '\x30', 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(637 - 526) + '\x32' + chr(0b110000) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(2313 - 2202) + '\061' + '\x36' + '\x35', 0o10), ehT0Px3KOsy9(chr(168 - 120) + chr(111) + chr(0b101110 + 0o3) + '\067' + chr(2039 - 1991), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1459 - 1410) + '\x37' + chr(48), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b11110 + 0o23) + chr(0b101001 + 0o11) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5716 - 5605) + '\062' + '\062' + chr(0b110100), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(193 - 142) + '\066' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(2370 - 2316) + chr(0b110001 + 0o1), 18286 - 18278), ehT0Px3KOsy9(chr(0b110000) + chr(1967 - 1856) + '\063' + chr(0b110110) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10101 + 0o132) + chr(0b10010 + 0o37) + '\x33' + '\066', 0b1000), ehT0Px3KOsy9(chr(2253 - 2205) + '\157' + '\061' + chr(0b110100) + chr(50), 0b1000), ehT0Px3KOsy9(chr(694 - 646) + chr(111) + chr(0b110011) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(2219 - 2168) + '\x36', 31577 - 31569), ehT0Px3KOsy9('\060' + chr(11413 - 11302) + chr(0b110011) + '\x32' + '\x30', 0b1000), ehT0Px3KOsy9(chr(1502 - 1454) + '\157' + '\063' + '\x37' + chr(0b10010 + 0o41), 30172 - 30164), ehT0Px3KOsy9(chr(531 - 483) + chr(111) + chr(50) + chr(250 - 202) + chr(0b110110), 8), ehT0Px3KOsy9(chr(2224 - 2176) + '\x6f' + '\x32' + chr(0b110101) + chr(0b110111), 64866 - 64858), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10100 + 0o37) + chr(664 - 610) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110100) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(879 - 831) + chr(0b11 + 0o154) + chr(49) + chr(0b110101) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100101 + 0o15) + chr(135 - 80) + chr(2148 - 2093), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110 + 0o53) + chr(1052 - 1000) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1930 - 1882) + '\x6f' + '\x33' + '\067' + '\061', 7928 - 7920), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(1655 - 1604) + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(6207 - 6096) + chr(2601 - 2550) + chr(50) + '\066', 6453 - 6445), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\061' + chr(0b110 + 0o60), 0b1000), ehT0Px3KOsy9('\x30' + chr(2381 - 2270) + '\x31' + chr(0b10001 + 0o40) + '\062', 0o10), ehT0Px3KOsy9(chr(2228 - 2180) + chr(2920 - 2809) + chr(1310 - 1259) + chr(0b100011 + 0o16) + chr(2208 - 2157), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(88 - 39) + chr(0b11110 + 0o30) + chr(49), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(6452 - 6341) + chr(2631 - 2578) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xba'), chr(139 - 39) + '\145' + chr(99) + '\x6f' + chr(0b11001 + 0o113) + '\x65')(chr(117) + chr(0b11110 + 0o126) + '\x66' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Bhs3LDhnCZso(FK0vqzZ5gPN6, dTunTo9fe3fI) -> XnxBSi81jn9r:
sGi5Aql23May = uLWIHSE_KXuh(FK0vqzZ5gPN6)
if dTunTo9fe3fI[ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + chr(0b11100 + 0o24), 0b1000)] != ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(2002 - 1891) + chr(48), 8):
dTunTo9fe3fI = [ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(48), 8)] + dTunTo9fe3fI
if dTunTo9fe3fI[-ehT0Px3KOsy9(chr(1746 - 1698) + chr(0b110111 + 0o70) + '\061', 38884 - 38876)] != c2A0yzQpDQB3(sGi5Aql23May):
xafqLlk3kkUe(dTunTo9fe3fI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf58\xf6WV\xe0'), chr(9411 - 9311) + chr(5065 - 4964) + chr(99) + chr(130 - 19) + '\144' + chr(101))('\165' + chr(116) + chr(102) + chr(0b101101) + chr(0b1111 + 0o51)))(c2A0yzQpDQB3(sGi5Aql23May))
return [xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7-\xf7G]\xea\xcd\x8aY\xe8'), chr(0b1000110 + 0o36) + chr(0b1001110 + 0o27) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(9688 - 9572) + '\x66' + '\x2d' + '\x38'))(*sGi5Aql23May[WVxHKyX45z_L:tlORBuYsiw3X]) for (WVxHKyX45z_L, tlORBuYsiw3X) in pZ0NK2y6HRbn(dTunTo9fe3fI[:-ehT0Px3KOsy9('\060' + '\x6f' + chr(766 - 717), 8)], dTunTo9fe3fI[ehT0Px3KOsy9(chr(823 - 775) + chr(0b1101111) + chr(0b110001), 8):])]
|
fastai/fastai
|
fastai/torch_core.py
|
split_model
|
def split_model(model:nn.Module=None, splits:Collection[Union[nn.Module,ModuleList]]=None):
"Split `model` according to the layers in `splits`."
splits = listify(splits)
if isinstance(splits[0], nn.Module):
layers = flatten_model(model)
idxs = [layers.index(first_layer(s)) for s in splits]
return split_model_idx(model, idxs)
return [nn.Sequential(*s) for s in splits]
|
python
|
def split_model(model:nn.Module=None, splits:Collection[Union[nn.Module,ModuleList]]=None):
"Split `model` according to the layers in `splits`."
splits = listify(splits)
if isinstance(splits[0], nn.Module):
layers = flatten_model(model)
idxs = [layers.index(first_layer(s)) for s in splits]
return split_model_idx(model, idxs)
return [nn.Sequential(*s) for s in splits]
|
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] |
Split `model` according to the layers in `splits`.
|
[
"Split",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L186-L193
|
train
|
Split model according to the layers in splits.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b100000 + 0o23) + chr(543 - 495) + '\066', 54376 - 54368), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\061' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(10770 - 10659) + '\061' + '\x37' + '\063', 0b1000), ehT0Px3KOsy9(chr(1392 - 1344) + chr(111) + chr(0b100101 + 0o16) + chr(1419 - 1366) + chr(0b100011 + 0o21), 18525 - 18517), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b110100) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x34' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(0b10001 + 0o46), 1026 - 1018), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b1101 + 0o44) + '\x36' + '\065', 57532 - 57524), ehT0Px3KOsy9('\060' + '\x6f' + '\067' + '\x33', 21976 - 21968), ehT0Px3KOsy9(chr(1024 - 976) + '\x6f' + chr(1278 - 1227) + chr(53) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1527 - 1479) + chr(111) + chr(0b100110 + 0o15) + '\x33' + chr(1058 - 1006), 1663 - 1655), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(0b110001) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(485 - 436) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + '\061' + '\x34' + chr(51), 60704 - 60696), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(2247 - 2198) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b0 + 0o61), 37158 - 37150), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101100 + 0o6) + chr(702 - 647) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12120 - 12009) + chr(1111 - 1060) + '\065' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(512 - 464) + '\x6f' + chr(0b110001) + '\x31' + chr(1707 - 1658), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110010) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(5093 - 4982) + chr(50) + '\x30' + chr(0b110110), 64913 - 64905), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\x33' + chr(55), 47714 - 47706), ehT0Px3KOsy9(chr(1281 - 1233) + chr(111) + '\x35' + chr(53), 15411 - 15403), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(50) + '\x30' + chr(50), 24284 - 24276), ehT0Px3KOsy9(chr(110 - 62) + chr(7314 - 7203) + chr(1562 - 1512) + chr(1240 - 1190) + chr(0b110101), 21872 - 21864), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + chr(0b110011) + '\063' + chr(1852 - 1804), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10363 - 10252) + '\063' + chr(210 - 155) + '\x36', 25033 - 25025), ehT0Px3KOsy9(chr(1499 - 1451) + chr(111) + '\063' + chr(52) + chr(2254 - 2201), 8331 - 8323), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x36' + chr(0b10110 + 0o37), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1110 + 0o46) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + '\067', 38281 - 38273), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(2091 - 2043) + '\157' + chr(50) + chr(2735 - 2680) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(49) + chr(53) + '\063', 0o10), ehT0Px3KOsy9(chr(2167 - 2119) + chr(0b1101111) + chr(0b10 + 0o60) + chr(53) + chr(48), 46110 - 46102), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(54) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7629 - 7518) + chr(54) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(2220 - 2170) + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11110 + 0o24) + chr(49) + '\067', 53438 - 53430)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(12210 - 12099) + chr(0b111 + 0o56) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8'), chr(0b1100100) + chr(0b1011 + 0o132) + chr(0b1011001 + 0o12) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(6275 - 6158) + chr(0b1110100) + chr(8779 - 8677) + chr(0b100111 + 0o6) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def RdL4R0UF8WWf(FK0vqzZ5gPN6=None, uSBCRSw0LUmo=None):
uSBCRSw0LUmo = XFSR0qhtb0bq(uSBCRSw0LUmo)
if PlSM16l2KDPD(uSBCRSw0LUmo[ehT0Px3KOsy9('\060' + '\157' + chr(0b0 + 0o60), ord("\x08"))], xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xe1\x1f\x99\x8c\x04'), chr(8424 - 8324) + chr(0b1100101) + chr(2262 - 2163) + '\x6f' + '\x64' + chr(0b1100101))('\x75' + chr(12405 - 12289) + chr(8223 - 8121) + chr(45) + chr(56)))):
sGi5Aql23May = uLWIHSE_KXuh(FK0vqzZ5gPN6)
dTunTo9fe3fI = [sGi5Aql23May.XdowRbJKZWL9(nbQMfmIzL6OI(vGrByMSYMp9h)) for vGrByMSYMp9h in uSBCRSw0LUmo]
return Bhs3LDhnCZso(FK0vqzZ5gPN6, dTunTo9fe3fI)
return [xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xeb\n\x99\x85\x0fs\x1cZ\x84'), chr(0b1100100) + chr(2041 - 1940) + '\x63' + chr(111) + chr(6614 - 6514) + chr(1757 - 1656))(chr(10422 - 10305) + chr(0b110011 + 0o101) + chr(0b1001010 + 0o34) + chr(529 - 484) + chr(0b1111 + 0o51)))(*vGrByMSYMp9h) for vGrByMSYMp9h in uSBCRSw0LUmo]
|
fastai/fastai
|
fastai/torch_core.py
|
split_no_wd_params
|
def split_no_wd_params(layer_groups:Collection[nn.Module])->List[List[nn.Parameter]]:
"Separate the parameters in `layer_groups` between `no_wd_types` and bias (`bias_types`) from the rest."
split_params = []
for l in layer_groups:
l1,l2 = [],[]
for c in l.children():
if isinstance(c, no_wd_types): l2 += list(trainable_params(c))
elif isinstance(c, bias_types):
bias = c.bias if hasattr(c, 'bias') else None
l1 += [p for p in trainable_params(c) if not (p is bias)]
if bias is not None: l2.append(bias)
else: l1 += list(trainable_params(c))
#Since we scan the children separately, we might get duplicates (tied weights). We need to preserve the order
#for the optimizer load of state_dict
l1,l2 = uniqueify(l1),uniqueify(l2)
split_params += [l1, l2]
return split_params
|
python
|
def split_no_wd_params(layer_groups:Collection[nn.Module])->List[List[nn.Parameter]]:
"Separate the parameters in `layer_groups` between `no_wd_types` and bias (`bias_types`) from the rest."
split_params = []
for l in layer_groups:
l1,l2 = [],[]
for c in l.children():
if isinstance(c, no_wd_types): l2 += list(trainable_params(c))
elif isinstance(c, bias_types):
bias = c.bias if hasattr(c, 'bias') else None
l1 += [p for p in trainable_params(c) if not (p is bias)]
if bias is not None: l2.append(bias)
else: l1 += list(trainable_params(c))
#Since we scan the children separately, we might get duplicates (tied weights). We need to preserve the order
#for the optimizer load of state_dict
l1,l2 = uniqueify(l1),uniqueify(l2)
split_params += [l1, l2]
return split_params
|
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Separate the parameters in `layer_groups` between `no_wd_types` and bias (`bias_types`) from the rest.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L198-L214
|
train
|
Separate the parameters in layer_groups between no_wd_types and bias ( bias_types from the rest.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1266 - 1218) + chr(0b1101111) + chr(941 - 890) + chr(1567 - 1514) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1535 - 1487) + chr(0b1101111) + '\063' + chr(0b101000 + 0o16) + chr(55), 54801 - 54793), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1001101 + 0o42) + '\x32' + chr(763 - 712), 27035 - 27027), ehT0Px3KOsy9(chr(744 - 696) + '\157' + chr(1529 - 1478) + '\x35' + '\067', 8), ehT0Px3KOsy9(chr(2061 - 2013) + '\157' + chr(0b110010) + chr(893 - 838) + '\x31', 0o10), ehT0Px3KOsy9(chr(218 - 170) + chr(0b1101111) + chr(608 - 558) + chr(0b11000 + 0o37) + chr(2795 - 2742), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(217 - 167) + chr(54) + chr(0b110110), 63650 - 63642), ehT0Px3KOsy9(chr(1201 - 1153) + chr(111) + chr(1902 - 1852) + '\066' + chr(1474 - 1421), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b11110 + 0o30) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(8315 - 8204) + chr(0b11110 + 0o25) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(53) + chr(0b110010 + 0o5), 0o10), ehT0Px3KOsy9(chr(426 - 378) + chr(8420 - 8309) + chr(49) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(53) + chr(0b111 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + '\063' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + chr(1138 - 1089) + '\x34' + chr(0b10001 + 0o42), 45103 - 45095), ehT0Px3KOsy9('\060' + chr(4290 - 4179) + chr(272 - 221) + chr(0b110101) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(0b10000 + 0o43) + '\x37' + '\063', 39651 - 39643), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(1590 - 1538), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1049 - 994) + chr(51), 27595 - 27587), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b10001 + 0o41) + chr(0b101100 + 0o11), 7306 - 7298), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(51) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1396 - 1348) + '\x6f' + chr(0b100100 + 0o17) + '\x35' + chr(0b101000 + 0o17), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(338 - 289) + chr(699 - 649) + chr(820 - 766), 11804 - 11796), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x35' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(49) + chr(0b110001) + chr(0b110110 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(0b1110 + 0o43) + '\x32' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(900 - 852) + chr(0b110111 + 0o70) + chr(49) + chr(0b110000) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110001) + chr(0b110000), 32485 - 32477), ehT0Px3KOsy9(chr(1985 - 1937) + chr(0b1101000 + 0o7) + '\x37' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2201 - 2150) + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o42) + chr(0b110100), 14568 - 14560), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + '\066', 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\066' + chr(0b10 + 0o61), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\064' + chr(2137 - 2083), 22168 - 22160), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110001) + chr(1403 - 1349), 0o10), ehT0Px3KOsy9(chr(1624 - 1576) + chr(8290 - 8179) + '\x31' + '\066' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1540 - 1429) + chr(0b11011 + 0o30) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(994 - 945) + chr(0b110010) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\x36' + chr(2988 - 2933), 37687 - 37679)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1383 - 1335) + '\157' + chr(0b110101) + '\060', 1177 - 1169)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1'), '\x64' + chr(0b1100101) + '\x63' + chr(1806 - 1695) + chr(0b1010 + 0o132) + chr(101))(chr(5113 - 4996) + chr(0b111100 + 0o70) + '\x66' + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zm2Xvc5au4K0(hWevfb8DZSzt) -> qRxF7OQ0y39T[qRxF7OQ0y39T[xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf\x96a\x8e\xd4\xd8\xc2\xd0\xa2'), '\x64' + '\145' + chr(331 - 232) + chr(0b110 + 0o151) + '\144' + chr(0b1100101))('\165' + '\x74' + chr(0b1100110) + chr(1678 - 1633) + chr(0b100001 + 0o27)))]]:
sRMudazH1J4Q = []
for aLoH_Mt0dzwO in hWevfb8DZSzt:
(FHRTZg5jbMBx, EQ8qRJ1SGZx2) = ([], [])
for qzn1Ctg9WgNh in xafqLlk3kkUe(aLoH_Mt0dzwO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x95~\x8c\xd1\xd8\xc7\xd4\xb34h\\'), chr(2560 - 2460) + chr(101) + '\x63' + chr(111) + '\144' + chr(0b1001 + 0o134))(chr(12962 - 12845) + chr(8688 - 8572) + chr(0b1110 + 0o130) + chr(1836 - 1791) + chr(0b1001 + 0o57)))():
if PlSM16l2KDPD(qzn1Ctg9WgNh, sjh7NX7cH9q7):
EQ8qRJ1SGZx2 += YyaZ4tpXu4lf(hXvulsOLEnk6(qzn1Ctg9WgNh))
elif PlSM16l2KDPD(qzn1Ctg9WgNh, vBrR6ENjSsjj):
IKTrMTySqz10 = qzn1Ctg9WgNh.bias if lot1PSoAwYhj(qzn1Ctg9WgNh, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x9er\x9c'), '\144' + '\x65' + chr(0b1100011) + chr(3033 - 2922) + chr(2096 - 1996) + '\145')(chr(11596 - 11479) + chr(0b1010100 + 0o40) + '\146' + chr(1238 - 1193) + chr(3098 - 3042))) else None
FHRTZg5jbMBx += [UyakMW2IMFEj for UyakMW2IMFEj in hXvulsOLEnk6(qzn1Ctg9WgNh) if not UyakMW2IMFEj is IKTrMTySqz10]
if IKTrMTySqz10 is not None:
xafqLlk3kkUe(EQ8qRJ1SGZx2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\x87c\x8a\xd7\xd9'), '\144' + chr(101) + '\x63' + chr(0b1101 + 0o142) + chr(100) + chr(3465 - 3364))('\165' + chr(0b110110 + 0o76) + '\146' + '\x2d' + '\070'))(IKTrMTySqz10)
else:
FHRTZg5jbMBx += YyaZ4tpXu4lf(hXvulsOLEnk6(qzn1Ctg9WgNh))
(FHRTZg5jbMBx, EQ8qRJ1SGZx2) = (f700BWYfF_Kc(FHRTZg5jbMBx), f700BWYfF_Kc(EQ8qRJ1SGZx2))
sRMudazH1J4Q += [FHRTZg5jbMBx, EQ8qRJ1SGZx2]
return sRMudazH1J4Q
|
fastai/fastai
|
fastai/torch_core.py
|
set_bn_eval
|
def set_bn_eval(m:nn.Module)->None:
"Set bn layers in eval mode for all recursive children of `m`."
for l in m.children():
if isinstance(l, bn_types) and not next(l.parameters()).requires_grad:
l.eval()
set_bn_eval(l)
|
python
|
def set_bn_eval(m:nn.Module)->None:
"Set bn layers in eval mode for all recursive children of `m`."
for l in m.children():
if isinstance(l, bn_types) and not next(l.parameters()).requires_grad:
l.eval()
set_bn_eval(l)
|
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] |
Set bn layers in eval mode for all recursive children of `m`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L216-L221
|
train
|
Set bn layers in eval mode for all recursive children of m.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(48) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(6431 - 6320) + chr(664 - 615) + chr(2847 - 2792) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(353 - 242) + chr(0b10011 + 0o36) + chr(953 - 901) + '\x36', 16128 - 16120), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(0b110011) + chr(51) + chr(53), 0o10), ehT0Px3KOsy9(chr(137 - 89) + chr(111) + chr(0b11111 + 0o22) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(0b110001) + chr(0b1110 + 0o46) + chr(0b11001 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1000 + 0o51) + '\061' + chr(48), 8), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + '\062' + '\062' + chr(2134 - 2081), 0o10), ehT0Px3KOsy9(chr(1644 - 1596) + chr(4692 - 4581) + '\063' + chr(55) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(861 - 813) + chr(0b1101111) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(50) + chr(0b110110) + chr(0b10111 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(50) + '\064' + chr(237 - 183), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100011 + 0o21) + chr(0b101011 + 0o12), 21697 - 21689), ehT0Px3KOsy9('\x30' + chr(8963 - 8852) + chr(0b11101 + 0o26) + '\x35' + '\065', 19295 - 19287), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(1801 - 1746) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(54) + chr(2565 - 2512), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b10101 + 0o36) + chr(51) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b10010 + 0o37) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(4446 - 4335) + '\x33' + chr(2267 - 2217) + chr(53), 43721 - 43713), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110011 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(144 - 96) + '\157' + '\062' + '\063' + '\066', 33120 - 33112), ehT0Px3KOsy9(chr(0b110000) + chr(3664 - 3553) + chr(0b110010) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(715 - 604) + '\x31' + '\061' + chr(2339 - 2287), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b10100 + 0o133) + '\061' + chr(0b1100 + 0o45) + chr(2545 - 2493), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(50) + chr(0b11100 + 0o26), 26923 - 26915), ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + chr(50) + chr(0b10111 + 0o36), 28968 - 28960), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\x33' + chr(2494 - 2442) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(915 - 804) + chr(0b110001 + 0o2) + chr(52) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(0b11000 + 0o33) + '\x32' + chr(2316 - 2266), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110010) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x36' + chr(1174 - 1119), 23289 - 23281), ehT0Px3KOsy9(chr(1403 - 1355) + chr(2939 - 2828) + chr(51) + '\x34' + '\x37', 39601 - 39593), ehT0Px3KOsy9('\x30' + chr(5866 - 5755) + '\062' + chr(0b10001 + 0o46) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + '\x37' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + '\x37' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(0b110101) + '\x34', 43573 - 43565), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110110) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(1423 - 1312) + '\x33' + chr(49) + chr(0b10011 + 0o43), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b110101) + '\060', 39691 - 39683)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xab'), chr(100) + chr(101) + '\143' + '\x6f' + '\x64' + chr(0b110 + 0o137))(chr(0b1000000 + 0o65) + chr(116) + chr(102) + chr(0b10010 + 0o33) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pC4tPZr6eq47(r8ufID9JCHnI) -> None:
for aLoH_Mt0dzwO in xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\x1a\x0b\xbe \x069\xf4\x9aC\xc0\xd5'), '\x64' + chr(101) + chr(0b0 + 0o143) + chr(111) + chr(0b110001 + 0o63) + chr(0b101101 + 0o70))(chr(0b1000101 + 0o60) + chr(0b1110100) + '\146' + chr(1115 - 1070) + chr(240 - 184)))():
if PlSM16l2KDPD(aLoH_Mt0dzwO, mPYCnGkeqrhh) and (not xafqLlk3kkUe(nSwwHEeM4cxI(aLoH_Mt0dzwO.parameters()), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\x1c?\xbe{\x0c\x02\xf8\x80A\xfc\xc1'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(5564 - 5447) + chr(13356 - 13240) + '\146' + chr(0b101101) + chr(0b1001 + 0o57)))):
xafqLlk3kkUe(aLoH_Mt0dzwO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x0e\x07\xb1'), chr(3853 - 3753) + chr(0b100100 + 0o101) + chr(3942 - 3843) + chr(111) + chr(0b1100100) + chr(0b1011 + 0o132))(chr(0b1110101) + chr(116) + '\146' + '\055' + chr(56)))()
pC4tPZr6eq47(aLoH_Mt0dzwO)
|
fastai/fastai
|
fastai/torch_core.py
|
bn2float
|
def bn2float(module:nn.Module)->nn.Module:
"If `module` is batchnorm don't use half precision."
if isinstance(module, torch.nn.modules.batchnorm._BatchNorm): module.float()
for child in module.children(): bn2float(child)
return module
|
python
|
def bn2float(module:nn.Module)->nn.Module:
"If `module` is batchnorm don't use half precision."
if isinstance(module, torch.nn.modules.batchnorm._BatchNorm): module.float()
for child in module.children(): bn2float(child)
return module
|
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If `module` is batchnorm don't use half precision.
|
[
"If",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L227-L231
|
train
|
If module is batchnorm don t use half precision.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(49) + chr(922 - 868) + chr(1098 - 1046), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x34' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + chr(50), 0o10), ehT0Px3KOsy9(chr(671 - 623) + chr(111) + chr(2456 - 2404) + '\065', 3556 - 3548), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(0b110001) + chr(51) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x36' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(8875 - 8764) + chr(49) + chr(0b101000 + 0o10) + chr(0b10100 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(0b10110 + 0o35) + '\060' + chr(0b10011 + 0o37), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(283 - 232) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x32' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + '\x31' + chr(0b110011) + chr(0b100001 + 0o21), 0o10), ehT0Px3KOsy9('\x30' + chr(8488 - 8377) + chr(0b100111 + 0o13) + chr(0b110101) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(10880 - 10769) + '\x32' + '\x30' + chr(0b1000 + 0o50), 39015 - 39007), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x31' + chr(0b110011), 18487 - 18479), ehT0Px3KOsy9('\060' + chr(7409 - 7298) + '\062' + '\060' + chr(2553 - 2501), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11001 + 0o30) + '\x32' + chr(307 - 256), 34353 - 34345), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x35' + chr(0b10001 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(2249 - 2201) + chr(5907 - 5796) + chr(50) + chr(0b10000 + 0o42) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\066' + chr(923 - 873), 0b1000), ehT0Px3KOsy9(chr(1629 - 1581) + chr(0b1101111) + '\063' + chr(0b110111) + chr(715 - 664), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x37' + chr(0b100 + 0o62), 0o10), ehT0Px3KOsy9(chr(1386 - 1338) + chr(10238 - 10127) + chr(49) + chr(2040 - 1991) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(2293 - 2245) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(51) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b11101 + 0o122) + '\x33' + '\066' + chr(115 - 63), 25502 - 25494), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(1347 - 1296) + chr(698 - 648), 38134 - 38126), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(49) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(543 - 432) + '\x33' + chr(86 - 33) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001 + 0o0) + '\064' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(890 - 840) + chr(0b110001) + chr(0b10010 + 0o44), 57593 - 57585), ehT0Px3KOsy9('\x30' + '\157' + chr(208 - 159) + chr(0b1110 + 0o42) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + chr(2060 - 2011) + '\064' + '\062', 35047 - 35039), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110001) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(50) + chr(0b11110 + 0o22), 8), ehT0Px3KOsy9(chr(0b110000) + chr(3052 - 2941) + '\062' + chr(895 - 844) + '\063', 60789 - 60781), ehT0Px3KOsy9('\x30' + chr(6817 - 6706) + chr(917 - 867) + chr(991 - 941) + chr(1577 - 1526), 35590 - 35582), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2346 - 2295) + chr(0b110101) + chr(2620 - 2565), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110100) + '\061', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(0b110101) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), chr(0b111100 + 0o50) + chr(0b1100101) + '\143' + chr(111) + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b100110 + 0o100) + chr(45) + chr(0b100010 + 0o26)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lLwH8H__39Z0(RqocVGOryNPv) -> xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'9\x88NP1Q'), chr(3157 - 3057) + chr(3182 - 3081) + '\143' + chr(0b1101111) + chr(100) + chr(0b1011000 + 0o15))('\x75' + chr(749 - 633) + '\x66' + chr(1210 - 1165) + chr(0b100110 + 0o22))):
if PlSM16l2KDPD(RqocVGOryNPv, xafqLlk3kkUe(cEkFpYktkSeK.nn.modules.batchnorm, xafqLlk3kkUe(SXOLrMavuUCe(b'+\xa5KQ>\\\x0f\xad\xe8\xfb'), chr(100) + chr(773 - 672) + chr(99) + chr(111) + chr(6001 - 5901) + chr(0b1100101))(chr(117) + chr(11044 - 10928) + chr(0b1100110) + '\055' + chr(750 - 694)))):
xafqLlk3kkUe(RqocVGOryNPv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x8bED)'), '\x64' + '\145' + chr(99) + chr(0b110111 + 0o70) + chr(2164 - 2064) + chr(0b11000 + 0o115))(chr(0b1011110 + 0o27) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000)))()
for X_w6uktosk4i in xafqLlk3kkUe(RqocVGOryNPv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x85GF5Q0\xa3\xf9\xd7/\xdf'), chr(0b1100100) + chr(5085 - 4984) + chr(4204 - 4105) + chr(0b1101111) + chr(0b1011001 + 0o13) + '\x65')(chr(0b1001001 + 0o54) + chr(0b1110100) + '\x66' + chr(952 - 907) + chr(56)))():
lLwH8H__39Z0(X_w6uktosk4i)
return RqocVGOryNPv
|
fastai/fastai
|
fastai/torch_core.py
|
init_default
|
def init_default(m:nn.Module, func:LayerFunc=nn.init.kaiming_normal_)->None:
"Initialize `m` weights with `func` and set `bias` to 0."
if func:
if hasattr(m, 'weight'): func(m.weight)
if hasattr(m, 'bias') and hasattr(m.bias, 'data'): m.bias.data.fill_(0.)
return m
|
python
|
def init_default(m:nn.Module, func:LayerFunc=nn.init.kaiming_normal_)->None:
"Initialize `m` weights with `func` and set `bias` to 0."
if func:
if hasattr(m, 'weight'): func(m.weight)
if hasattr(m, 'bias') and hasattr(m.bias, 'data'): m.bias.data.fill_(0.)
return m
|
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"kaiming_normal_",
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] |
Initialize `m` weights with `func` and set `bias` to 0.
|
[
"Initialize",
"m",
"weights",
"with",
"func",
"and",
"set",
"bias",
"to",
"0",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L237-L242
|
train
|
Initialize m weights with func and set bias to 0.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(596 - 548) + chr(111) + '\x34' + chr(0b10 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7404 - 7293) + '\x33' + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x30' + chr(124 - 73), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b10100 + 0o34) + chr(2104 - 2049), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(0b101101 + 0o4) + '\065' + chr(2014 - 1961), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110110) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1378 - 1330) + '\x6f' + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(53) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10030 - 9919) + chr(0b11111 + 0o23) + chr(0b110010) + '\x30', 36560 - 36552), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1844 - 1793) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + '\062' + chr(55) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + '\062' + chr(0b110110) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9137 - 9026) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(6137 - 6026) + chr(840 - 788) + chr(1175 - 1125), 44488 - 44480), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(1068 - 1017) + '\065' + chr(1272 - 1221), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110010) + chr(0b110101), 51038 - 51030), ehT0Px3KOsy9('\x30' + chr(6485 - 6374) + chr(53) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1703 - 1655) + chr(0b1101111) + '\063' + '\065' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\067' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2379 - 2328) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(1801 - 1746) + chr(0b110000), 24413 - 24405), ehT0Px3KOsy9(chr(0b110000) + chr(1005 - 894) + '\x33' + '\x30' + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + '\061' + chr(0b11101 + 0o27) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b110001) + chr(51), 0o10), ehT0Px3KOsy9(chr(2216 - 2168) + chr(0b10011 + 0o134) + chr(49) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110 + 0o56) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110110) + '\x34', 0o10), ehT0Px3KOsy9(chr(2260 - 2212) + '\157' + chr(0b110001) + chr(0b110000) + chr(1534 - 1480), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(54) + chr(0b11 + 0o63), 8), ehT0Px3KOsy9(chr(466 - 418) + '\x6f' + '\x34' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(0b110011) + chr(0b11001 + 0o27) + chr(0b110100), 8), ehT0Px3KOsy9(chr(1245 - 1197) + chr(5298 - 5187) + '\x32' + chr(0b110111) + chr(0b110010), 27951 - 27943), ehT0Px3KOsy9(chr(1438 - 1390) + '\157' + chr(0b110100) + '\062', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\x33' + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110001) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\067' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9148 - 9037) + chr(0b110010) + chr(736 - 686), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x32' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + '\x32' + '\x34' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2124 - 2013) + chr(0b101110 + 0o5) + '\064' + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), '\144' + chr(101) + '\143' + chr(0b1001111 + 0o40) + chr(8651 - 8551) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\146' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Srx9w9am5PNS(r8ufID9JCHnI, EzOtJ3kbK5x4=xafqLlk3kkUe(YGzaUG18aF1F.init, xafqLlk3kkUe(SXOLrMavuUCe(b'K\x86\xea\xaa\x04Xp\xf0\xfev\xca\xdceN\xb4'), chr(0b1100100) + '\x65' + chr(99) + '\x6f' + chr(356 - 256) + '\145')('\165' + chr(0b11011 + 0o131) + chr(8499 - 8397) + '\055' + chr(2851 - 2795)))) -> None:
if EzOtJ3kbK5x4:
if lot1PSoAwYhj(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'W\x82\xea\xa0\x05B'), chr(398 - 298) + chr(0b111010 + 0o53) + chr(0b100101 + 0o76) + chr(10364 - 10253) + chr(0b1100100) + chr(0b101110 + 0o67))('\165' + chr(5070 - 4954) + chr(0b1100110) + chr(1169 - 1124) + '\x38')):
EzOtJ3kbK5x4(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xd7\xee\x91>f}\x99\xc7s\xce\xf3'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b11010 + 0o132) + '\x66' + '\055' + chr(2627 - 2571))))
if lot1PSoAwYhj(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'B\x8e\xe2\xb4'), chr(6396 - 6296) + chr(0b110111 + 0o56) + chr(99) + chr(0b10000 + 0o137) + chr(0b1100100) + chr(0b1100101))(chr(0b1010101 + 0o40) + chr(753 - 637) + chr(0b10010 + 0o124) + chr(0b101001 + 0o4) + chr(0b10011 + 0o45))) and lot1PSoAwYhj(xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'B\x8e\xe2\xb4'), '\144' + '\145' + '\x63' + '\x6f' + '\144' + chr(0b1111 + 0o126))(chr(0b1110101) + chr(0b1110000 + 0o4) + '\146' + chr(1010 - 965) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'D\x86\xf7\xa6'), chr(100) + chr(0b11000 + 0o115) + chr(0b11101 + 0o106) + chr(0b1101111) + '\144' + '\145')(chr(12795 - 12678) + chr(116) + chr(0b1100110) + '\055' + chr(2580 - 2524))):
xafqLlk3kkUe(r8ufID9JCHnI.bias.data, xafqLlk3kkUe(SXOLrMavuUCe(b'F\x8e\xef\xab2'), '\x64' + chr(9737 - 9636) + '\143' + '\x6f' + '\x64' + chr(700 - 599))(chr(117) + chr(0b100001 + 0o123) + chr(5866 - 5764) + '\055' + '\x38'))(0.0)
return r8ufID9JCHnI
|
fastai/fastai
|
fastai/torch_core.py
|
cond_init
|
def cond_init(m:nn.Module, init_func:LayerFunc):
"Initialize the non-batchnorm layers of `m` with `init_func`."
if (not isinstance(m, bn_types)) and requires_grad(m): init_default(m, init_func)
|
python
|
def cond_init(m:nn.Module, init_func:LayerFunc):
"Initialize the non-batchnorm layers of `m` with `init_func`."
if (not isinstance(m, bn_types)) and requires_grad(m): init_default(m, init_func)
|
[
"def",
"cond_init",
"(",
"m",
":",
"nn",
".",
"Module",
",",
"init_func",
":",
"LayerFunc",
")",
":",
"if",
"(",
"not",
"isinstance",
"(",
"m",
",",
"bn_types",
")",
")",
"and",
"requires_grad",
"(",
"m",
")",
":",
"init_default",
"(",
"m",
",",
"init_func",
")"
] |
Initialize the non-batchnorm layers of `m` with `init_func`.
|
[
"Initialize",
"the",
"non",
"-",
"batchnorm",
"layers",
"of",
"m",
"with",
"init_func",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L244-L246
|
train
|
Initialize the non - batchnorm layers of m with init_func.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(941 - 893) + chr(111) + '\x33' + chr(0b110100) + chr(0b100101 + 0o20), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x34' + chr(0b110001 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9259 - 9148) + chr(0b110010) + '\064' + chr(0b1101 + 0o43), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3321 - 3210) + '\x32' + '\x30' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b10111 + 0o37) + chr(0b110000), 6533 - 6525), ehT0Px3KOsy9(chr(1175 - 1127) + '\x6f' + chr(0b110001) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(524 - 413) + chr(51) + '\062' + chr(0b1011 + 0o46), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101110 + 0o4) + chr(1061 - 1006) + chr(1609 - 1554), 46202 - 46194), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b110001) + '\060' + chr(2758 - 2705), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2390 - 2338) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101 + 0o62), 20423 - 20415), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1010 + 0o47) + chr(2008 - 1953) + chr(0b101 + 0o56), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(60 - 10) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\065' + '\x31', 51049 - 51041), ehT0Px3KOsy9('\060' + chr(8374 - 8263) + chr(0b110011) + '\067' + chr(55), 63616 - 63608), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + '\065' + chr(51), 19178 - 19170), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\062' + chr(0b11 + 0o62) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + chr(0b1011 + 0o46) + chr(0b11001 + 0o34) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\061' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(51) + '\067' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2116 - 2065) + chr(1947 - 1893) + chr(0b111 + 0o51), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b1111 + 0o42) + '\x34' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1001011 + 0o44) + chr(1844 - 1793) + chr(2101 - 2046), 26323 - 26315), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(599 - 551), 19229 - 19221), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b101100 + 0o12) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(241 - 193) + chr(0b1101111) + chr(49) + chr(175 - 125) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b110111) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(2182 - 2134) + chr(111) + '\x33' + '\x31' + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1220 - 1167) + chr(355 - 307), 0o10), ehT0Px3KOsy9(chr(2262 - 2214) + '\157' + '\061' + chr(55) + chr(0b101110 + 0o7), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2092 - 2043) + '\x31' + chr(728 - 680), 54434 - 54426), ehT0Px3KOsy9('\060' + '\157' + chr(1003 - 952) + '\067' + '\065', 8), ehT0Px3KOsy9(chr(1064 - 1016) + chr(0b1101111) + '\061' + '\063' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b111111 + 0o60) + chr(50) + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(54) + chr(0b1000 + 0o50), 18340 - 18332), ehT0Px3KOsy9('\060' + chr(0b110000 + 0o77) + chr(0b11101 + 0o26) + chr(1318 - 1264) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(1169 - 1116), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + chr(0b110010) + chr(146 - 96) + chr(0b100011 + 0o17), 15012 - 15004), ehT0Px3KOsy9(chr(0b110000) + chr(5461 - 5350) + '\x32' + chr(0b10000 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(0b1100 + 0o45) + chr(0b11011 + 0o33) + '\067', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b100101 + 0o20) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb'), chr(0b1001010 + 0o32) + chr(2747 - 2646) + '\x63' + chr(0b111011 + 0o64) + chr(0b111 + 0o135) + chr(8741 - 8640))(chr(117) + chr(11033 - 10917) + chr(0b1100110) + chr(0b101101) + chr(0b1010 + 0o56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def z8EPriIHRkEc(r8ufID9JCHnI, Zv7kUXwLnNZk):
if not PlSM16l2KDPD(r8ufID9JCHnI, mPYCnGkeqrhh) and MdYc3oJmyCIg(r8ufID9JCHnI):
Srx9w9am5PNS(r8ufID9JCHnI, Zv7kUXwLnNZk)
|
fastai/fastai
|
fastai/torch_core.py
|
apply_init
|
def apply_init(m, init_func:LayerFunc):
"Initialize all non-batchnorm layers of `m` with `init_func`."
apply_leaf(m, partial(cond_init, init_func=init_func))
|
python
|
def apply_init(m, init_func:LayerFunc):
"Initialize all non-batchnorm layers of `m` with `init_func`."
apply_leaf(m, partial(cond_init, init_func=init_func))
|
[
"def",
"apply_init",
"(",
"m",
",",
"init_func",
":",
"LayerFunc",
")",
":",
"apply_leaf",
"(",
"m",
",",
"partial",
"(",
"cond_init",
",",
"init_func",
"=",
"init_func",
")",
")"
] |
Initialize all non-batchnorm layers of `m` with `init_func`.
|
[
"Initialize",
"all",
"non",
"-",
"batchnorm",
"layers",
"of",
"m",
"with",
"init_func",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L254-L256
|
train
|
Initialize all non - batchnorm layers of m with init_func.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2438 - 2388) + chr(0b11110 + 0o25), 0o10), ehT0Px3KOsy9('\060' + chr(8524 - 8413) + chr(50) + '\x36' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(179 - 128) + chr(54) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(352 - 303) + '\x35', 30385 - 30377), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\065' + chr(0b10110 + 0o40), 22775 - 22767), ehT0Px3KOsy9('\060' + chr(111) + chr(2770 - 2716) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(7969 - 7858) + chr(49) + chr(0b101111 + 0o4) + chr(2360 - 2311), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x33' + chr(588 - 540), 30241 - 30233), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(1846 - 1795) + chr(0b101111 + 0o4) + chr(0b10001 + 0o42), 47270 - 47262), ehT0Px3KOsy9(chr(1178 - 1130) + chr(0b1101111) + chr(0b110001) + '\066' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\063' + chr(597 - 549), 44055 - 44047), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(3340 - 3229) + chr(2052 - 2002) + chr(48) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1252 - 1203) + chr(1350 - 1296), 21676 - 21668), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(6039 - 5928) + '\x32' + '\060' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + '\063' + chr(1779 - 1727), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b110010) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10001 + 0o42) + chr(0b110011 + 0o4) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + chr(52), 46922 - 46914), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\063' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b110011) + chr(1207 - 1159) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(839 - 788) + chr(536 - 486) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(1379 - 1328) + '\x34' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + '\062' + chr(48) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1139 - 1091) + chr(111) + '\x34' + chr(1052 - 1003), ord("\x08")), ehT0Px3KOsy9(chr(50 - 2) + chr(7256 - 7145) + chr(50) + '\x35' + chr(0b110000 + 0o0), 61912 - 61904), ehT0Px3KOsy9(chr(0b110000) + chr(926 - 815) + chr(50) + chr(0b1001 + 0o51) + '\067', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(55) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1273 - 1222) + '\x30' + chr(0b111 + 0o57), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o37) + chr(49) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + chr(0b1111 + 0o47), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + '\061' + chr(0b100100 + 0o20) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2740 - 2629) + chr(0b101111 + 0o3) + '\x36' + chr(989 - 935), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + '\061' + chr(0b110011) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3108 - 2997) + chr(51) + chr(0b10110 + 0o34) + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11010 + 0o27) + '\x30' + chr(1291 - 1242), 0b1000), ehT0Px3KOsy9(chr(2023 - 1975) + '\x6f' + '\x31' + '\063' + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\x36' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\062' + chr(0b100010 + 0o17), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(52) + chr(918 - 863), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(180 - 127) + chr(2132 - 2084), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'='), chr(0b1000001 + 0o43) + '\145' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + chr(12301 - 12185) + chr(102) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AEJi2evlsDIW(r8ufID9JCHnI, Zv7kUXwLnNZk):
Hyv6LpPxMLZD(r8ufID9JCHnI, q_kvx1iNIzrz(z8EPriIHRkEc, init_func=Zv7kUXwLnNZk))
|
fastai/fastai
|
fastai/torch_core.py
|
in_channels
|
def in_channels(m:nn.Module) -> List[int]:
"Return the shape of the first weight layer in `m`."
for l in flatten_model(m):
if hasattr(l, 'weight'): return l.weight.shape[1]
raise Exception('No weight layer')
|
python
|
def in_channels(m:nn.Module) -> List[int]:
"Return the shape of the first weight layer in `m`."
for l in flatten_model(m):
if hasattr(l, 'weight'): return l.weight.shape[1]
raise Exception('No weight layer')
|
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":",
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"flatten_model",
"(",
"m",
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"if",
"hasattr",
"(",
"l",
",",
"'weight'",
")",
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"return",
"l",
".",
"weight",
".",
"shape",
"[",
"1",
"]",
"raise",
"Exception",
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"'No weight layer'",
")"
] |
Return the shape of the first weight layer in `m`.
|
[
"Return",
"the",
"shape",
"of",
"the",
"first",
"weight",
"layer",
"in",
"m",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L258-L262
|
train
|
Return the shape of the first weight layer in m.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(9833 - 9722) + '\x31' + chr(908 - 853) + chr(1262 - 1207), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\067' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1617 - 1568) + chr(2891 - 2837) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100110 + 0o11) + chr(1755 - 1706) + '\x37' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(2088 - 2038) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(798 - 687) + chr(52) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b101100 + 0o11) + chr(2345 - 2292), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x33' + '\x32', 46391 - 46383), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(49) + chr(0b110100) + chr(134 - 81), 56922 - 56914), ehT0Px3KOsy9('\060' + chr(3992 - 3881) + chr(0b1110 + 0o46) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110101) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1010 + 0o47) + chr(48) + chr(610 - 558), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(923 - 872) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1495 - 1447) + chr(0b1011010 + 0o25) + '\x31' + chr(859 - 811) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(274 - 224) + chr(52) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(2698 - 2643) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(53) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(12276 - 12165) + chr(50) + chr(0b110010) + chr(2383 - 2330), 39562 - 39554), ehT0Px3KOsy9(chr(675 - 627) + chr(9046 - 8935) + chr(50) + '\x30' + chr(51), 28917 - 28909), ehT0Px3KOsy9('\x30' + chr(8958 - 8847) + chr(305 - 251) + chr(2240 - 2192), 23682 - 23674), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b10111 + 0o36) + '\x32', 39511 - 39503), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(198 - 148) + chr(130 - 78), 0b1000), ehT0Px3KOsy9('\x30' + chr(9261 - 9150) + '\061' + '\x37' + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b10000 + 0o43) + chr(0b110000) + '\061', 0o10), ehT0Px3KOsy9(chr(1165 - 1117) + chr(9607 - 9496) + chr(1622 - 1572) + chr(0b100110 + 0o20) + chr(50), 0o10), ehT0Px3KOsy9(chr(1291 - 1243) + '\x6f' + '\x31' + chr(52) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b11111 + 0o22) + chr(920 - 868), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b10100 + 0o133) + chr(0b110010) + chr(52) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(2562 - 2511) + chr(51), 0o10), ehT0Px3KOsy9(chr(1933 - 1885) + chr(4760 - 4649) + chr(49) + chr(0b110010) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(50) + chr(51) + chr(1728 - 1677), ord("\x08")), ehT0Px3KOsy9(chr(2272 - 2224) + chr(4069 - 3958) + chr(1514 - 1464) + '\x33', 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(787 - 736) + chr(49) + chr(0b1010 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(553 - 505) + '\x6f' + chr(51) + '\x30', 61752 - 61744), ehT0Px3KOsy9(chr(1128 - 1080) + chr(0b111 + 0o150) + '\x31' + chr(0b101111 + 0o10) + chr(1907 - 1857), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\060' + chr(0b100101 + 0o20), 60285 - 60277), ehT0Px3KOsy9(chr(1928 - 1880) + chr(5033 - 4922) + chr(50) + chr(49) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1833 - 1785) + chr(111) + '\063' + chr(0b1001 + 0o50) + chr(0b10001 + 0o41), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(2157 - 2109) + chr(1904 - 1850), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(749 - 696) + chr(451 - 403), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Q'), chr(100) + chr(0b1001011 + 0o32) + chr(99) + chr(0b1101111) + chr(0b11010 + 0o112) + chr(101))(chr(117) + chr(0b11001 + 0o133) + chr(8702 - 8600) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def JlLwHF2h9_2X(r8ufID9JCHnI) -> qRxF7OQ0y39T[ehT0Px3KOsy9]:
for aLoH_Mt0dzwO in uLWIHSE_KXuh(r8ufID9JCHnI):
if lot1PSoAwYhj(aLoH_Mt0dzwO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\x1b\x1d\x1a{P'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))('\165' + chr(116) + chr(102) + '\x2d' + chr(3097 - 3041))):
return xafqLlk3kkUe(aLoH_Mt0dzwO.weight, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\x1f\x01$uh\xca61W\x8a&'), chr(0b1100100) + '\x65' + chr(99) + chr(0b1101111) + chr(100) + chr(0b11011 + 0o112))(chr(0b1110101) + chr(0b1110100) + '\146' + '\055' + '\x38'))[ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(0b1111 + 0o42), ord("\x08"))]
raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b"1\x11T\nvM\xca2\x11\x07\x85%c'\xd0"), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + chr(116) + '\146' + chr(0b1010 + 0o43) + '\x38'))
|
fastai/fastai
|
fastai/torch_core.py
|
model_type
|
def model_type(dtype):
"Return the torch type corresponding to `dtype`."
return (torch.float32 if np.issubdtype(dtype, np.floating) else
torch.int64 if np.issubdtype(dtype, np.integer)
else None)
|
python
|
def model_type(dtype):
"Return the torch type corresponding to `dtype`."
return (torch.float32 if np.issubdtype(dtype, np.floating) else
torch.int64 if np.issubdtype(dtype, np.integer)
else None)
|
[
"def",
"model_type",
"(",
"dtype",
")",
":",
"return",
"(",
"torch",
".",
"float32",
"if",
"np",
".",
"issubdtype",
"(",
"dtype",
",",
"np",
".",
"floating",
")",
"else",
"torch",
".",
"int64",
"if",
"np",
".",
"issubdtype",
"(",
"dtype",
",",
"np",
".",
"integer",
")",
"else",
"None",
")"
] |
Return the torch type corresponding to `dtype`.
|
[
"Return",
"the",
"torch",
"type",
"corresponding",
"to",
"dtype",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L292-L296
|
train
|
Return the torch type corresponding to dtype.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\x30' + '\x34', 45865 - 45857), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + '\x31' + chr(395 - 347) + chr(0b1010 + 0o47), 0o10), ehT0Px3KOsy9(chr(146 - 98) + chr(11186 - 11075) + chr(51) + chr(1184 - 1129) + chr(0b1 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b101111 + 0o4) + '\066' + chr(263 - 213), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110111) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(1004 - 952), 0o10), ehT0Px3KOsy9('\x30' + chr(4712 - 4601) + '\061' + chr(53) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b110010 + 0o2) + chr(451 - 401), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\066' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + '\062' + chr(759 - 711) + chr(558 - 507), 37382 - 37374), ehT0Px3KOsy9(chr(906 - 858) + '\157' + chr(51) + chr(0b110101) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110011) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(336 - 286) + chr(1148 - 1099), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + chr(0b110010) + chr(0b110000) + chr(1348 - 1300), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(481 - 431) + chr(0b110010) + chr(0b101 + 0o55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1732 - 1681) + chr(54), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + chr(0b110011), 50492 - 50484), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b110001) + chr(457 - 406) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(2126 - 2077) + chr(48) + '\064', 52874 - 52866), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(8104 - 7993) + chr(49) + chr(0b1 + 0o63) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b110100) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1263 - 1214) + chr(2285 - 2237) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b101100 + 0o12) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(7635 - 7524) + chr(49) + chr(0b100100 + 0o21) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(201 - 153) + chr(111) + chr(49) + chr(0b110111) + '\x33', 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(811 - 761) + chr(0b101001 + 0o15) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(882 - 771) + chr(2016 - 1965) + chr(0b101000 + 0o14) + chr(0b110001), 54551 - 54543), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\063' + '\064', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(50) + chr(0b110010) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(0b11101 + 0o27) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001 + 0o1) + chr(0b100 + 0o56) + chr(0b110110), 42510 - 42502), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(52) + chr(0b110001 + 0o1), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11100 + 0o25) + chr(0b10000 + 0o45), 1383 - 1375), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(171 - 121), 772 - 764), ehT0Px3KOsy9(chr(48) + chr(0b1101111 + 0o0) + '\x31' + chr(0b110001) + chr(1890 - 1840), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\063' + chr(1418 - 1368) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110010 + 0o4) + chr(1551 - 1500), 0b1000), ehT0Px3KOsy9(chr(2003 - 1955) + chr(531 - 420) + chr(0b100001 + 0o21) + '\x35', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o47) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa'), chr(0b1011111 + 0o5) + '\x65' + chr(0b111100 + 0o47) + chr(0b1101111) + chr(0b1100100) + chr(0b11000 + 0o115))(chr(0b1000001 + 0o64) + chr(116) + chr(0b100110 + 0o100) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def q76RfVYAYuqd(jSV9IKnemH7K):
return xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2-\x92\x93\x0f7\\'), chr(5604 - 5504) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')('\165' + chr(4641 - 4525) + chr(0b1100110) + chr(1210 - 1165) + '\x38')) if xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed2\x8e\x87\x19`\x1a\x1b\x04\xe6'), chr(100) + chr(0b1001001 + 0o34) + chr(0b1001111 + 0o24) + chr(0b1101111) + '\144' + '\145')(chr(5416 - 5299) + chr(0b1010001 + 0o43) + chr(0b1001101 + 0o31) + '\055' + chr(0b111000)))(jSV9IKnemH7K, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2-\x92\x93\x0fm\x00\x05'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(1471 - 1370))(chr(0b101000 + 0o115) + '\x74' + chr(8896 - 8794) + chr(0b101101) + '\070'))) else xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed/\x89\xc4O'), chr(7140 - 7040) + chr(0b1100101) + chr(6879 - 6780) + chr(413 - 302) + chr(100) + chr(0b111100 + 0o51))('\165' + chr(116) + '\x66' + chr(1187 - 1142) + chr(0b111000))) if xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed2\x8e\x87\x19`\x1a\x1b\x04\xe6'), '\144' + chr(2971 - 2870) + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))(chr(117) + chr(116) + '\x66' + chr(0b1001 + 0o44) + chr(0b111000)))(jSV9IKnemH7K, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xed/\x89\x97\x1ca\x1c'), chr(0b1100100) + chr(101) + chr(7913 - 7814) + chr(111) + chr(0b1100100) + chr(0b111010 + 0o53))(chr(0b1000110 + 0o57) + chr(116) + '\146' + chr(1242 - 1197) + '\070'))) else None
|
fastai/fastai
|
fastai/torch_core.py
|
np2model_tensor
|
def np2model_tensor(a):
"Tranform numpy array `a` to a tensor of the same type."
dtype = model_type(a.dtype)
res = as_tensor(a)
if not dtype: return res
return res.type(dtype)
|
python
|
def np2model_tensor(a):
"Tranform numpy array `a` to a tensor of the same type."
dtype = model_type(a.dtype)
res = as_tensor(a)
if not dtype: return res
return res.type(dtype)
|
[
"def",
"np2model_tensor",
"(",
"a",
")",
":",
"dtype",
"=",
"model_type",
"(",
"a",
".",
"dtype",
")",
"res",
"=",
"as_tensor",
"(",
"a",
")",
"if",
"not",
"dtype",
":",
"return",
"res",
"return",
"res",
".",
"type",
"(",
"dtype",
")"
] |
Tranform numpy array `a` to a tensor of the same type.
|
[
"Tranform",
"numpy",
"array",
"a",
"to",
"a",
"tensor",
"of",
"the",
"same",
"type",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L298-L303
|
train
|
Tranform numpy array a to a tensor of the same type.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(2474 - 2424), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11 + 0o56) + chr(0b110100) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(2195 - 2142) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1379 - 1325) + chr(0b100001 + 0o21), 13572 - 13564), ehT0Px3KOsy9(chr(1963 - 1915) + chr(10677 - 10566) + chr(0b110011) + '\064' + chr(0b110101), 48861 - 48853), ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + chr(49) + chr(0b110110) + '\x35', 64761 - 64753), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + '\x33' + chr(55) + chr(0b11010 + 0o33), 59300 - 59292), ehT0Px3KOsy9(chr(580 - 532) + chr(0b1101111) + chr(55) + chr(853 - 802), 0b1000), ehT0Px3KOsy9(chr(2006 - 1958) + chr(111) + chr(0b110011) + '\060' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b1110 + 0o44), 0b1000), ehT0Px3KOsy9(chr(889 - 841) + '\x6f' + '\061' + chr(0b0 + 0o65) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11000 + 0o35), 58921 - 58913), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(4931 - 4820) + chr(0b1110 + 0o45) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\060' + '\x37', 0o10), ehT0Px3KOsy9(chr(1039 - 991) + chr(0b100 + 0o153) + chr(2349 - 2299) + chr(169 - 119) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(2303 - 2255) + chr(5891 - 5780) + chr(2542 - 2491) + chr(0b110111), 42768 - 42760), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(376 - 321) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\067' + chr(0b1010 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\062' + chr(55) + chr(1488 - 1438), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1844 - 1793) + '\x34' + chr(0b110010), 20300 - 20292), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(0b110101) + chr(0b111 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(290 - 242) + '\157' + '\067' + chr(506 - 451), 53083 - 53075), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(0b110011) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1770 - 1721) + chr(0b110001 + 0o6) + chr(1386 - 1337), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b1010 + 0o55) + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(50) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\061' + '\x33' + chr(0b110111), 29354 - 29346), ehT0Px3KOsy9(chr(48) + chr(1951 - 1840) + chr(2388 - 2338) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1168 - 1115) + chr(0b1001 + 0o53), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b100011 + 0o114) + '\066' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10321 - 10210) + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2440 - 2389) + chr(2940 - 2885) + chr(50), 19078 - 19070), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1010 + 0o145) + '\065', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(833 - 784) + '\064' + '\x31', 58074 - 58066), ehT0Px3KOsy9(chr(1681 - 1633) + chr(0b1100 + 0o143) + chr(1069 - 1018) + '\065' + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\x33' + chr(0b100000 + 0o26), 60474 - 60466), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(2143 - 2090) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + '\x33' + '\064' + chr(52), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1207 - 1159) + chr(11242 - 11131) + '\x35' + chr(1130 - 1082), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'4'), '\144' + '\x65' + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(4512 - 4410) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Jq6FKZ8LtJOr(XPh1qbAgrPgG):
jSV9IKnemH7K = q76RfVYAYuqd(XPh1qbAgrPgG.jSV9IKnemH7K)
MsbwfslwLjRO = su9MVi5ICPJJ(XPh1qbAgrPgG)
if not jSV9IKnemH7K:
return MsbwfslwLjRO
return xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'n}\x10N'), chr(0b1100100) + '\145' + '\x63' + chr(0b10011 + 0o134) + chr(0b1100100) + '\145')('\165' + '\x74' + '\x66' + chr(0b101101) + chr(1266 - 1210)))(jSV9IKnemH7K)
|
fastai/fastai
|
fastai/torch_core.py
|
_pca
|
def _pca(x, k=2):
"Compute PCA of `x` with `k` dimensions."
x = x-torch.mean(x,0)
U,S,V = torch.svd(x.t())
return torch.mm(x,U[:,:k])
|
python
|
def _pca(x, k=2):
"Compute PCA of `x` with `k` dimensions."
x = x-torch.mean(x,0)
U,S,V = torch.svd(x.t())
return torch.mm(x,U[:,:k])
|
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Compute PCA of `x` with `k` dimensions.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L305-L309
|
train
|
Compute PCA of x with k dimensions.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(1558 - 1508) + chr(0b110000) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(2213 - 2163) + chr(2741 - 2687), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b10001 + 0o40) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7477 - 7366) + '\x33' + chr(51) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(913 - 865) + '\x6f' + chr(0b11110 + 0o25) + chr(0b101001 + 0o10) + chr(0b110001 + 0o5), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + chr(2197 - 2143) + chr(1674 - 1621), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b0 + 0o62) + chr(2050 - 2001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + '\063' + '\x36' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1332 - 1284) + '\157' + chr(51) + chr(0b1001 + 0o52) + '\x33', 16802 - 16794), ehT0Px3KOsy9('\060' + chr(111) + chr(1211 - 1161) + chr(0b110001) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(868 - 820) + '\157' + chr(0b110010) + '\067' + chr(50), 7138 - 7130), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(1615 - 1564) + chr(0b110100) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x34' + chr(938 - 883), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x37' + chr(0b11101 + 0o26), 18264 - 18256), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x35' + '\063', 63968 - 63960), ehT0Px3KOsy9(chr(0b110000) + chr(11470 - 11359) + chr(317 - 267) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x32' + '\x32', 50788 - 50780), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(82 - 29) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(2136 - 2025) + chr(0b110001) + chr(1414 - 1360) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b1111 + 0o42) + '\063' + '\063', 57588 - 57580), ehT0Px3KOsy9('\060' + chr(3433 - 3322) + chr(2439 - 2389) + chr(0b110011) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + '\061' + '\x32' + chr(2297 - 2243), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000 + 0o3) + chr(1592 - 1537) + chr(0b100000 + 0o27), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(51) + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110011 + 0o1) + chr(53), 34617 - 34609), ehT0Px3KOsy9(chr(713 - 665) + chr(0b111100 + 0o63) + chr(50) + chr(50) + chr(0b101000 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + '\060' + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7836 - 7725) + '\x35' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x36' + '\x31', 14964 - 14956), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b10001 + 0o43) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(53) + '\061', 45270 - 45262), ehT0Px3KOsy9(chr(93 - 45) + '\x6f' + '\x37' + '\064', 0o10), ehT0Px3KOsy9(chr(712 - 664) + chr(0b1101111) + chr(0b1011 + 0o46) + chr(1287 - 1234) + chr(48), 45969 - 45961), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10110 + 0o35) + '\x33' + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(1515 - 1465) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2005 - 1955) + chr(153 - 100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(336 - 288) + chr(0b1101111) + chr(50) + chr(0b11000 + 0o33) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1964 - 1915) + '\x37' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(55) + chr(0b100110 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(1625 - 1575) + '\064', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8'), chr(0b1100100) + chr(101) + '\143' + '\157' + '\x64' + '\x65')(chr(117) + '\x74' + chr(4127 - 4025) + '\x2d' + chr(0b110010 + 0o6)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mRYaFYOA5Ggp(OeWW0F1dBPRQ, OolUPRJhRaJd=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010), ord("\x08"))):
OeWW0F1dBPRQ = OeWW0F1dBPRQ - cEkFpYktkSeK.aJhItC_Vawlw(OeWW0F1dBPRQ, ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(0b100101 + 0o13), 0o10))
(x34fIjwmGSKN, QXIpkjdeayVc, WBx2aEA5NZ9k) = cEkFpYktkSeK.svd(OeWW0F1dBPRQ.t())
return xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\xfb'), chr(100) + chr(0b1100101) + chr(0b10100 + 0o117) + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + chr(0b1001100 + 0o50) + chr(7928 - 7826) + '\x2d' + chr(0b111000)))(OeWW0F1dBPRQ, x34fIjwmGSKN[:, :OolUPRJhRaJd])
|
fastai/fastai
|
fastai/torch_core.py
|
grab_idx
|
def grab_idx(x,i,batch_first:bool=True):
"Grab the `i`-th batch in `x`, `batch_first` stating the batch dimension."
if batch_first: return ([o[i].cpu() for o in x] if is_listy(x) else x[i].cpu())
else: return ([o[:,i].cpu() for o in x] if is_listy(x) else x[:,i].cpu())
|
python
|
def grab_idx(x,i,batch_first:bool=True):
"Grab the `i`-th batch in `x`, `batch_first` stating the batch dimension."
if batch_first: return ([o[i].cpu() for o in x] if is_listy(x) else x[i].cpu())
else: return ([o[:,i].cpu() for o in x] if is_listy(x) else x[:,i].cpu())
|
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Grab the `i`-th batch in `x`, `batch_first` stating the batch dimension.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L328-L331
|
train
|
Grab the i - th batch in x batch_first stating the batch dimension.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1011 + 0o144) + chr(0b101011 + 0o10) + '\x35' + '\065', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(50) + chr(1859 - 1804) + chr(0b110100 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\061' + '\x35', 48973 - 48965), ehT0Px3KOsy9(chr(48) + chr(9270 - 9159) + chr(0b110011) + chr(0b110110) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1751 - 1697) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(955 - 907) + chr(12182 - 12071) + '\063' + chr(802 - 752) + chr(1899 - 1844), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(700 - 650) + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\064' + chr(666 - 615), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1176 - 1065) + '\061' + '\061' + chr(0b100010 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1101 + 0o44) + chr(0b1101 + 0o45) + chr(93 - 38), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(0b110011) + chr(636 - 581) + '\066', 0o10), ehT0Px3KOsy9(chr(800 - 752) + chr(0b1101111) + '\061' + chr(1296 - 1245), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11110 + 0o23) + '\067' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(892 - 844) + '\x6f' + '\x32' + '\x37' + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b0 + 0o63) + chr(826 - 777) + chr(0b10100 + 0o43), 52110 - 52102), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\062' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(50) + '\x35' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(464 - 416) + '\157' + chr(0b1110 + 0o45) + chr(53) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\062' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1120 - 1072) + chr(12055 - 11944) + chr(50) + '\067' + chr(0b101100 + 0o12), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(49) + chr(49) + chr(2608 - 2554), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54) + chr(55), 3135 - 3127), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\067' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9182 - 9071) + chr(0b110010) + chr(1037 - 986) + chr(1085 - 1034), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(1302 - 1252) + chr(0b1001 + 0o56), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1011 + 0o46) + '\066' + chr(0b1 + 0o57), 8), ehT0Px3KOsy9(chr(2019 - 1971) + '\x6f' + chr(471 - 422), 16187 - 16179), ehT0Px3KOsy9(chr(48) + chr(9908 - 9797) + '\061' + '\060' + chr(1012 - 957), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\x32' + chr(0b11 + 0o56) + chr(0b111 + 0o60), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(863 - 814) + chr(0b110111) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b110001) + '\067' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(49) + chr(0b110011) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100111 + 0o14) + '\065' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b1010 + 0o54) + chr(0b0 + 0o61), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110100) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b110000 + 0o1) + chr(0b110100), 23313 - 23305), ehT0Px3KOsy9('\x30' + chr(4959 - 4848) + '\061' + '\066' + chr(1386 - 1332), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1000110 + 0o51) + '\x35' + '\x30', 21245 - 21237)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), chr(0b101100 + 0o70) + chr(0b1100101) + chr(0b1001000 + 0o33) + chr(0b1011 + 0o144) + chr(0b11110 + 0o106) + chr(0b100100 + 0o101))(chr(117) + chr(2504 - 2388) + chr(7566 - 7464) + chr(0b101101) + chr(820 - 764)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def bPwKAbe4iRNs(OeWW0F1dBPRQ, WVxHKyX45z_L, WPkjX7iI7Moc=ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061', 8)):
if WPkjX7iI7Moc:
return [xafqLlk3kkUe(gb6ab8SSTLgq[WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xcf8'), chr(0b1010101 + 0o17) + chr(101) + '\x63' + '\x6f' + '\144' + chr(101))(chr(0b1010110 + 0o37) + chr(116) + chr(3216 - 3114) + chr(1975 - 1930) + chr(0b111000)))() for gb6ab8SSTLgq in OeWW0F1dBPRQ] if rOyHzRoSE7pv(OeWW0F1dBPRQ) else xafqLlk3kkUe(OeWW0F1dBPRQ[WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xcf8'), chr(0b1010 + 0o132) + chr(3259 - 3158) + '\143' + '\x6f' + '\144' + chr(101))(chr(0b10001 + 0o144) + '\164' + chr(0b1100110) + '\055' + chr(1230 - 1174)))()
else:
return [xafqLlk3kkUe(gb6ab8SSTLgq[:, WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xcf8'), chr(0b1100100) + '\145' + chr(889 - 790) + '\157' + chr(4883 - 4783) + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + '\x38'))() for gb6ab8SSTLgq in OeWW0F1dBPRQ] if rOyHzRoSE7pv(OeWW0F1dBPRQ) else xafqLlk3kkUe(OeWW0F1dBPRQ[:, WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xcf8'), chr(100) + chr(0b1111 + 0o126) + '\143' + '\x6f' + chr(100) + '\x65')(chr(117) + chr(116) + chr(0b1001010 + 0o34) + chr(0b101101) + chr(0b100001 + 0o27)))()
|
fastai/fastai
|
fastai/torch_core.py
|
logit_
|
def logit_(x:Tensor)->Tensor:
"Inplace logit of `x`, clamped to avoid inf"
x.clamp_(1e-7, 1-1e-7)
return (x.reciprocal_().sub_(1)).log_().neg_()
|
python
|
def logit_(x:Tensor)->Tensor:
"Inplace logit of `x`, clamped to avoid inf"
x.clamp_(1e-7, 1-1e-7)
return (x.reciprocal_().sub_(1)).log_().neg_()
|
[
"def",
"logit_",
"(",
"x",
":",
"Tensor",
")",
"->",
"Tensor",
":",
"x",
".",
"clamp_",
"(",
"1e-7",
",",
"1",
"-",
"1e-7",
")",
"return",
"(",
"x",
".",
"reciprocal_",
"(",
")",
".",
"sub_",
"(",
"1",
")",
")",
".",
"log_",
"(",
")",
".",
"neg_",
"(",
")"
] |
Inplace logit of `x`, clamped to avoid inf
|
[
"Inplace",
"logit",
"of",
"x",
"clamped",
"to",
"avoid",
"inf"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L338-L341
|
train
|
Inplace logit of x clamped to avoid inf
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\061' + chr(0b110100) + chr(54), 60997 - 60989), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(0b110010) + '\067' + chr(0b100011 + 0o16), 14264 - 14256), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(0b110001) + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x37' + chr(173 - 123), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + '\x32' + chr(2056 - 2004) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110100) + '\x32', 0b1000), ehT0Px3KOsy9(chr(2303 - 2255) + '\157' + chr(0b110010) + chr(52) + chr(166 - 112), 2552 - 2544), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\064' + chr(563 - 513), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110100) + chr(1036 - 988), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(49) + chr(1370 - 1319), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\066' + chr(579 - 526), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b111011 + 0o64) + chr(0b110011) + chr(0b101001 + 0o12) + chr(1932 - 1882), 0b1000), ehT0Px3KOsy9(chr(383 - 335) + chr(11424 - 11313) + chr(1511 - 1461) + '\062' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(51) + chr(53) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + '\x31' + '\065' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(480 - 369) + '\061' + chr(2168 - 2118) + chr(2217 - 2166), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(823 - 774) + chr(1193 - 1138) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110001) + chr(52), 61209 - 61201), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(55) + chr(0b101101 + 0o11), 8), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(0b0 + 0o63) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2352 - 2302) + chr(52), 56515 - 56507), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\x32' + chr(0b10100 + 0o35) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b110001 + 0o76) + chr(0b110010) + chr(0b110001) + chr(51), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b100011 + 0o114) + chr(53) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(55) + chr(0b10110 + 0o34), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(5593 - 5482) + chr(0b101010 + 0o13) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101001 + 0o14) + '\x37', 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\061' + chr(0b10 + 0o62) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1199 - 1151) + chr(0b1101111) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + '\062' + '\064' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110101) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(2114 - 2066) + chr(0b1101111) + '\x37' + chr(0b110110), 8), ehT0Px3KOsy9('\060' + chr(9838 - 9727) + chr(1122 - 1072) + chr(1611 - 1560) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(2512 - 2401) + chr(49) + chr(849 - 796) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(12291 - 12180) + chr(0b1110 + 0o44) + chr(587 - 533) + chr(0b11100 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(3766 - 3655) + chr(0b10001 + 0o42) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1457 - 1409) + '\157' + chr(0b10111 + 0o32) + chr(51) + chr(0b11001 + 0o36), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3884 - 3773) + '\063' + '\065' + '\x32', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b10100 + 0o133) + chr(1986 - 1933) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'H'), chr(6714 - 6614) + '\x65' + chr(99) + chr(0b1000101 + 0o52) + '\144' + chr(5395 - 5294))(chr(0b1 + 0o164) + chr(261 - 145) + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lW27hYv0DvuH(OeWW0F1dBPRQ) -> gRjZVRK2322q:
xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\xd5\nW\xd3\xbd'), chr(9055 - 8955) + '\145' + chr(0b1000110 + 0o35) + chr(4216 - 4105) + chr(0b1100001 + 0o3) + '\x65')(chr(9360 - 9243) + chr(116) + chr(0b1011001 + 0o15) + chr(0b101101) + chr(0b111000)))(1e-07, ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', 8) - 1e-07)
return xafqLlk3kkUe(OeWW0F1dBPRQ.reciprocal_().sub_(ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1011101 + 0o22) + chr(1893 - 1844), 8)).log_(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xdc\x0ce'), chr(9746 - 9646) + '\x65' + chr(0b1100011) + chr(9628 - 9517) + chr(0b110100 + 0o60) + chr(101))('\165' + chr(9344 - 9228) + chr(102) + chr(45) + '\x38'))()
|
fastai/fastai
|
fastai/torch_core.py
|
uniform
|
def uniform(low:Number, high:Number=None, size:Optional[List[int]]=None)->FloatOrTensor:
"Draw 1 or shape=`size` random floats from uniform dist: min=`low`, max=`high`."
if high is None: high=low
return random.uniform(low,high) if size is None else torch.FloatTensor(*listify(size)).uniform_(low,high)
|
python
|
def uniform(low:Number, high:Number=None, size:Optional[List[int]]=None)->FloatOrTensor:
"Draw 1 or shape=`size` random floats from uniform dist: min=`low`, max=`high`."
if high is None: high=low
return random.uniform(low,high) if size is None else torch.FloatTensor(*listify(size)).uniform_(low,high)
|
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] |
Draw 1 or shape=`size` random floats from uniform dist: min=`low`, max=`high`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L343-L346
|
train
|
Draw 1 or shape = size random floats from uniform dist : min = low max = high.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b110111 + 0o70) + '\062' + chr(54) + '\063', 64678 - 64670), ehT0Px3KOsy9(chr(1434 - 1386) + chr(111) + chr(49) + chr(0b10010 + 0o44) + chr(55), 19764 - 19756), ehT0Px3KOsy9(chr(1336 - 1288) + chr(7794 - 7683) + chr(50) + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(1462 - 1410), 16607 - 16599), ehT0Px3KOsy9(chr(2043 - 1995) + chr(111) + '\x31' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(0b11110 + 0o23) + '\062' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1457 - 1409) + '\x6f' + chr(0b110011) + '\x32' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1803 - 1755) + chr(111) + chr(0b110001) + chr(0b110100) + chr(48), 39014 - 39006), ehT0Px3KOsy9(chr(1711 - 1663) + '\157' + chr(49) + '\064' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + chr(49) + '\064' + '\066', 51004 - 50996), ehT0Px3KOsy9('\x30' + chr(11724 - 11613) + chr(531 - 482) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110), 10964 - 10956), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x31' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + '\x32' + chr(2073 - 2025) + chr(0b0 + 0o66), ord("\x08")), ehT0Px3KOsy9(chr(1757 - 1709) + '\157' + chr(0b110111) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1776 - 1728) + chr(111) + chr(49) + chr(0b100110 + 0o13) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1888 - 1840) + chr(0b1101101 + 0o2) + '\067' + chr(0b101100 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + chr(0b11 + 0o56) + chr(0b100111 + 0o12) + chr(0b110100), 13514 - 13506), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(51) + chr(0b10011 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b101110 + 0o101) + chr(51) + chr(0b110010) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1006 - 958) + chr(0b1101111) + chr(0b101001 + 0o10) + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2237 - 2126) + chr(2034 - 1985) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(2132 - 2084) + chr(0b110110 + 0o71) + chr(50) + chr(54) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b100001 + 0o116) + chr(49) + chr(639 - 587) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1210 - 1162) + chr(111) + '\x32' + chr(0b110101) + chr(0b100011 + 0o23), 60028 - 60020), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(4087 - 3976) + chr(2178 - 2126) + chr(2310 - 2260), 53380 - 53372), ehT0Px3KOsy9('\060' + '\157' + chr(1776 - 1726) + chr(1389 - 1339) + chr(2809 - 2755), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + chr(0b110001) + '\x32' + '\065', 43167 - 43159), ehT0Px3KOsy9(chr(1746 - 1698) + '\157' + chr(0b100001 + 0o22) + '\061' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4253 - 4142) + '\065' + '\x32', 57300 - 57292), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(52) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1775 - 1727) + '\157' + chr(0b110001) + chr(0b110101) + chr(2237 - 2187), 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b110 + 0o151) + chr(0b10001 + 0o40) + chr(2341 - 2292) + chr(2597 - 2544), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(51) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1937 - 1888) + chr(55) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5708 - 5597) + chr(0b110100) + chr(0b101111 + 0o7), 26944 - 26936), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x32' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(919 - 868) + '\060' + chr(437 - 386), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + chr(843 - 792), 52256 - 52248), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + chr(51) + '\x33', 45956 - 45948)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(132 - 84) + '\x6f' + chr(1554 - 1501) + chr(0b10 + 0o56), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d'), chr(0b1100100) + '\145' + '\x63' + '\157' + chr(0b110000 + 0o64) + chr(101))(chr(117) + chr(116) + chr(102) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def u6rANUROY0xa(OFpkgP3q6det, LeZQSeHIwFgX=None, NLcc3BCJnQka=None) -> eY42qcc8B3kw:
if LeZQSeHIwFgX is None:
LeZQSeHIwFgX = OFpkgP3q6det
return xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\x19\xe3re%\xbc'), chr(0b10101 + 0o117) + chr(401 - 300) + chr(0b11001 + 0o112) + '\x6f' + chr(3932 - 3832) + '\x65')('\165' + '\164' + chr(102) + '\x2d' + chr(1848 - 1792)))(OFpkgP3q6det, LeZQSeHIwFgX) if NLcc3BCJnQka is None else xafqLlk3kkUe(cEkFpYktkSeK.FloatTensor(*XFSR0qhtb0bq(NLcc3BCJnQka)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc6\x19\xe3re%\xbc?'), chr(100) + chr(0b100 + 0o141) + chr(0b101000 + 0o73) + chr(11840 - 11729) + chr(2207 - 2107) + chr(6821 - 6720))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(45) + chr(56)))(OFpkgP3q6det, LeZQSeHIwFgX)
|
fastai/fastai
|
fastai/torch_core.py
|
log_uniform
|
def log_uniform(low, high, size:Optional[List[int]]=None)->FloatOrTensor:
"Draw 1 or shape=`size` random floats from uniform dist: min=log(`low`), max=log(`high`)."
res = uniform(log(low), log(high), size)
return exp(res) if size is None else res.exp_()
|
python
|
def log_uniform(low, high, size:Optional[List[int]]=None)->FloatOrTensor:
"Draw 1 or shape=`size` random floats from uniform dist: min=log(`low`), max=log(`high`)."
res = uniform(log(low), log(high), size)
return exp(res) if size is None else res.exp_()
|
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"exp_",
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] |
Draw 1 or shape=`size` random floats from uniform dist: min=log(`low`), max=log(`high`).
|
[
"Draw",
"1",
"or",
"shape",
"=",
"size",
"random",
"floats",
"from",
"uniform",
"dist",
":",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L348-L351
|
train
|
Draw 1 or shape = size random floats from uniform dist.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1110 + 0o141) + '\061' + '\064' + chr(0b101110 + 0o4), 48485 - 48477), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(0b11100 + 0o25) + chr(55) + chr(2466 - 2416), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b10010 + 0o45) + chr(0b0 + 0o63), 22271 - 22263), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55) + '\066', 0b1000), ehT0Px3KOsy9(chr(1744 - 1696) + chr(2190 - 2079) + chr(0b110011) + '\x33' + '\x35', 11761 - 11753), ehT0Px3KOsy9(chr(1412 - 1364) + chr(0b1101111) + '\061' + chr(0b100000 + 0o23) + chr(1516 - 1467), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1101 + 0o50) + chr(1475 - 1425), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + '\062' + chr(0b100101 + 0o13) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b101100 + 0o5) + chr(53), 55008 - 55000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(51) + chr(0b0 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(996 - 945) + chr(1481 - 1432) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o63) + '\065' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(2910 - 2855) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(49) + chr(51) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x35' + chr(0b110000 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(49) + chr(0b100101 + 0o17) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(1299 - 1188) + chr(50) + chr(0b10111 + 0o32) + chr(0b10 + 0o65), 63729 - 63721), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b111011 + 0o64) + chr(2108 - 2059) + chr(54) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b111100 + 0o63) + chr(0b110100) + chr(1589 - 1540), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(1048 - 999) + chr(0b110001) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1304 - 1256) + chr(5552 - 5441) + chr(1050 - 1000) + chr(0b110100) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x34' + '\067', 61009 - 61001), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + chr(50) + chr(52) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + '\063' + '\x36' + chr(706 - 658), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(750 - 699) + chr(0b110010) + chr(0b1001 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + chr(49) + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1340 - 1291) + '\061' + chr(0b110011), 17478 - 17470), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + '\x32' + chr(0b110000) + chr(1114 - 1061), 0b1000), ehT0Px3KOsy9('\x30' + chr(7145 - 7034) + chr(226 - 176) + chr(0b0 + 0o64) + chr(0b11101 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(1575 - 1464) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\061' + '\x31', 8), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + chr(0b101111 + 0o4) + chr(0b110110) + chr(0b10011 + 0o35), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1211 - 1162) + '\x35' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b11111 + 0o25) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\x35' + chr(1570 - 1522), 0o10), ehT0Px3KOsy9(chr(716 - 668) + chr(111) + chr(0b110100) + '\062', 17357 - 17349), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(51) + '\x36' + chr(0b110101), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(918 - 870), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'L'), chr(2159 - 2059) + chr(101) + '\143' + chr(3940 - 3829) + chr(0b1001010 + 0o32) + chr(101))(chr(0b1000100 + 0o61) + chr(116) + chr(10169 - 10067) + '\055' + chr(0b101110 + 0o12)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TpkOUe8OHMB3(OFpkgP3q6det, LeZQSeHIwFgX, NLcc3BCJnQka=None) -> eY42qcc8B3kw:
MsbwfslwLjRO = u6rANUROY0xa(WHAFymdp8Jcy(OFpkgP3q6det), WHAFymdp8Jcy(LeZQSeHIwFgX), NLcc3BCJnQka)
return quvessij56om(MsbwfslwLjRO) if NLcc3BCJnQka is None else xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\x02\x8ba'), chr(100) + '\x65' + chr(99) + chr(0b1001001 + 0o46) + chr(2251 - 2151) + '\145')(chr(117) + '\164' + '\146' + '\055' + chr(453 - 397)))()
|
fastai/fastai
|
fastai/torch_core.py
|
rand_bool
|
def rand_bool(p:float, size:Optional[List[int]]=None)->BoolOrTensor:
"Draw 1 or shape=`size` random booleans (`True` occuring with probability `p`)."
return uniform(0,1,size)<p
|
python
|
def rand_bool(p:float, size:Optional[List[int]]=None)->BoolOrTensor:
"Draw 1 or shape=`size` random booleans (`True` occuring with probability `p`)."
return uniform(0,1,size)<p
|
[
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"rand_bool",
"(",
"p",
":",
"float",
",",
"size",
":",
"Optional",
"[",
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"[",
"int",
"]",
"]",
"=",
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")",
"->",
"BoolOrTensor",
":",
"return",
"uniform",
"(",
"0",
",",
"1",
",",
"size",
")",
"<",
"p"
] |
Draw 1 or shape=`size` random booleans (`True` occuring with probability `p`).
|
[
"Draw",
"1",
"or",
"shape",
"=",
"size",
"random",
"booleans",
"(",
"True",
"occuring",
"with",
"probability",
"p",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L353-L355
|
train
|
Draw 1 or shape = size random booleans occuring with probability p.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(5923 - 5812) + chr(1274 - 1223) + '\063' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(982 - 933) + chr(50) + '\067', 0o10), ehT0Px3KOsy9(chr(1257 - 1209) + chr(0b1101111) + chr(772 - 723) + chr(0b110000) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2041 - 1991) + chr(0b1110 + 0o44) + chr(0b1 + 0o61), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110000) + chr(0b101100 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(1711 - 1663) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b110001) + chr(0b110111), 29377 - 29369), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10001 + 0o46) + chr(0b0 + 0o67), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\063' + '\067' + chr(0b110101), 20655 - 20647), ehT0Px3KOsy9(chr(1719 - 1671) + chr(111) + '\065' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1101 + 0o44) + chr(873 - 825) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(48) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\060' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(3001 - 2946) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + '\x31' + '\060' + chr(1839 - 1784), 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b110111) + chr(1004 - 952), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000101 + 0o52) + chr(0b110 + 0o53) + chr(51) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x32' + '\x34' + chr(55), 0o10), ehT0Px3KOsy9(chr(1957 - 1909) + chr(0b1100110 + 0o11) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b10101 + 0o33) + chr(1383 - 1329), 0o10), ehT0Px3KOsy9('\060' + chr(8702 - 8591) + '\x31' + chr(50) + chr(54), 23576 - 23568), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(2226 - 2176) + '\062' + '\066', 17899 - 17891), ehT0Px3KOsy9('\060' + chr(3258 - 3147) + '\063' + chr(49) + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(2593 - 2542) + chr(964 - 914) + '\x32', 9235 - 9227), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110011) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(3578 - 3467) + '\065' + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11941 - 11830) + '\063' + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(1737 - 1689) + chr(0b1 + 0o156) + chr(0b0 + 0o61) + '\063' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(1668 - 1618) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(1196 - 1141) + '\x30', 43726 - 43718), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(1317 - 1206) + chr(642 - 587) + chr(0b1011 + 0o51), 8), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\063' + chr(53) + chr(0b110000 + 0o2), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(655 - 605) + '\x34' + '\x30', 0o10), ehT0Px3KOsy9(chr(837 - 789) + chr(3989 - 3878) + chr(0b11010 + 0o27) + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b100110 + 0o15) + chr(51) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1688 - 1640) + chr(0b1101111) + chr(52) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10111 + 0o33) + chr(2254 - 2199) + chr(0b110011), 36941 - 36933), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(51) + '\064' + '\x34', 0o10), ehT0Px3KOsy9(chr(225 - 177) + chr(0b1101111) + chr(51) + chr(0b101000 + 0o15), 40921 - 40913)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\065' + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2'), chr(0b11001 + 0o113) + chr(0b1100101) + chr(99) + chr(111) + '\144' + chr(0b1100000 + 0o5))(chr(117) + chr(116) + chr(3929 - 3827) + chr(0b101011 + 0o2) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aF_WNfKgyteE(UyakMW2IMFEj, NLcc3BCJnQka=None) -> GlrkoiU0eGUR:
return u6rANUROY0xa(ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b100001 + 0o116) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2075 - 2026), 0b1000), NLcc3BCJnQka) < UyakMW2IMFEj
|
fastai/fastai
|
fastai/torch_core.py
|
uniform_int
|
def uniform_int(low:int, high:int, size:Optional[List[int]]=None)->IntOrTensor:
"Generate int or tensor `size` of ints between `low` and `high` (included)."
return random.randint(low,high) if size is None else torch.randint(low,high+1,size)
|
python
|
def uniform_int(low:int, high:int, size:Optional[List[int]]=None)->IntOrTensor:
"Generate int or tensor `size` of ints between `low` and `high` (included)."
return random.randint(low,high) if size is None else torch.randint(low,high+1,size)
|
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"torch",
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"randint",
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")"
] |
Generate int or tensor `size` of ints between `low` and `high` (included).
|
[
"Generate",
"int",
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"size",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L357-L359
|
train
|
Generate int or tensor size of ints between low and high ( included.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b10101 + 0o42) + chr(1951 - 1899), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(1146 - 1093), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b111110 + 0o61) + chr(0b110001) + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(308 - 260) + chr(111) + '\x32' + '\061' + chr(1908 - 1856), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x33' + chr(0b11011 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11000 + 0o31) + chr(0b110000) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(2233 - 2185) + '\x6f' + '\x32' + chr(0b110001) + chr(1343 - 1289), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1878 - 1828) + chr(0b110000) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + chr(1852 - 1802) + chr(0b1101 + 0o47), 48253 - 48245), ehT0Px3KOsy9(chr(1801 - 1753) + chr(5245 - 5134) + chr(1349 - 1298) + chr(54) + chr(55), 33789 - 33781), ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(0b110110), 7292 - 7284), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110011) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(958 - 908) + chr(48) + '\x32', 35762 - 35754), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1099 - 1047) + '\062', 49719 - 49711), ehT0Px3KOsy9(chr(48) + chr(10598 - 10487) + '\067' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1083 - 1035) + '\x6f' + '\x32' + '\x30' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x30' + chr(1084 - 1030), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1392 - 1342) + '\064', 8), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\061' + chr(0b1101 + 0o43), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6196 - 6085) + '\063' + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\x33' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o52) + chr(0b110011) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b11100 + 0o25) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(1529 - 1478) + chr(426 - 376) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2135 - 2086) + chr(0b110101) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\061' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(0b110100) + '\064', 53066 - 53058), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(52) + chr(1742 - 1688), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110010) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110011) + chr(53) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101101 + 0o5) + '\065' + '\067', 53976 - 53968), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(2051 - 2000) + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(1110 - 1062) + chr(0b111001 + 0o66) + chr(0b101100 + 0o5) + chr(0b11000 + 0o37) + chr(2784 - 2729), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(55) + chr(1476 - 1422), 0b1000), ehT0Px3KOsy9('\060' + chr(7897 - 7786) + chr(50) + chr(0b1010 + 0o54) + chr(1932 - 1883), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(1337 - 1288) + chr(0b11 + 0o61) + chr(0b1111 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3790 - 3679) + chr(0b101010 + 0o10) + '\x30' + '\066', 8), ehT0Px3KOsy9(chr(565 - 517) + '\x6f' + '\x33' + '\061' + chr(0b110000), 21479 - 21471), ehT0Px3KOsy9(chr(0b110000) + chr(689 - 578) + chr(0b100001 + 0o20) + chr(51) + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(53) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x92'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + chr(7446 - 7345))(chr(0b1110101) + '\164' + chr(0b1100001 + 0o5) + chr(45) + chr(0b11 + 0o65)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def z1NT9o88Ozk0(OFpkgP3q6det, LeZQSeHIwFgX, NLcc3BCJnQka=None) -> iXauoAh3r17d:
return xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x86c\x16\xe5\xf41'), '\144' + chr(0b101010 + 0o73) + chr(0b111 + 0o134) + chr(0b1101111) + chr(0b0 + 0o144) + chr(0b110011 + 0o62))('\165' + chr(116) + chr(0b1000111 + 0o37) + chr(45) + chr(0b111000)))(OFpkgP3q6det, LeZQSeHIwFgX) if NLcc3BCJnQka is None else xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\x86c\x16\xe5\xf41'), chr(0b1100100) + chr(0b101101 + 0o70) + chr(99) + chr(0b1101111) + '\144' + chr(6772 - 6671))(chr(117) + '\164' + chr(102) + chr(823 - 778) + chr(56)))(OFpkgP3q6det, LeZQSeHIwFgX + ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(49), ord("\x08")), NLcc3BCJnQka)
|
fastai/fastai
|
fastai/torch_core.py
|
try_int
|
def try_int(o:Any)->Any:
"Try to convert `o` to int, default to `o` if not possible."
# NB: single-item rank-1 array/tensor can be converted to int, but we don't want to do this
if isinstance(o, (np.ndarray,Tensor)): return o if o.ndim else int(o)
if isinstance(o, collections.Sized) or getattr(o,'__array_interface__',False): return o
try: return int(o)
except: return o
|
python
|
def try_int(o:Any)->Any:
"Try to convert `o` to int, default to `o` if not possible."
# NB: single-item rank-1 array/tensor can be converted to int, but we don't want to do this
if isinstance(o, (np.ndarray,Tensor)): return o if o.ndim else int(o)
if isinstance(o, collections.Sized) or getattr(o,'__array_interface__',False): return o
try: return int(o)
except: return o
|
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] |
Try to convert `o` to int, default to `o` if not possible.
|
[
"Try",
"to",
"convert",
"o",
"to",
"int",
"default",
"to",
"o",
"if",
"not",
"possible",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L365-L371
|
train
|
Try to convert o to int default to o if not possible.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(11558 - 11447) + '\x33' + chr(0b11010 + 0o33) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11312 - 11201) + chr(2096 - 2045) + chr(1744 - 1694) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(645 - 594) + chr(135 - 86) + '\x36', 31333 - 31325), ehT0Px3KOsy9(chr(1774 - 1726) + chr(147 - 36) + chr(0b110011) + chr(0b10100 + 0o43) + chr(455 - 407), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(7871 - 7760) + chr(55) + chr(1176 - 1121), 8683 - 8675), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\x31' + '\067' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(10609 - 10498) + '\063' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + '\x31' + '\x34' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1001 + 0o146) + '\063' + chr(2218 - 2169) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1398 - 1350) + '\157' + '\062' + chr(49) + chr(0b11000 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(54) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(1905 - 1851) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(10522 - 10411) + '\061' + chr(0b110010) + '\064', 62500 - 62492), ehT0Px3KOsy9('\x30' + chr(11450 - 11339) + chr(54) + chr(1499 - 1446), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1388 - 1337) + chr(0b110010) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(52) + chr(642 - 591), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b1 + 0o64) + chr(0b1001 + 0o51), 12137 - 12129), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1010 + 0o50) + '\066' + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\066' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + chr(1595 - 1545) + chr(0b101010 + 0o7) + chr(1953 - 1904), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(745 - 695) + chr(0b110100) + '\x37', 46692 - 46684), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(817 - 767), 22980 - 22972), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10011 + 0o36) + chr(0b100 + 0o55) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b11 + 0o63) + chr(0b101011 + 0o13), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b110001) + chr(349 - 297), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + chr(0b110001) + '\x31' + '\063', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(825 - 770) + chr(0b101110 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1698 - 1647) + chr(0b0 + 0o65) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x36' + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(49) + chr(0b11110 + 0o30), 8), ehT0Px3KOsy9(chr(1375 - 1327) + chr(9745 - 9634) + '\063' + '\064' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3895 - 3784) + '\062' + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + chr(0b110010) + chr(334 - 280) + chr(0b110100), 21305 - 21297), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(52) + '\061', 10715 - 10707), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\x30' + chr(0b110010), 37083 - 37075), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101 + 0o54) + chr(0b10110 + 0o35) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1111 + 0o43) + chr(0b10111 + 0o32) + chr(833 - 783), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(55) + chr(52), 9848 - 9840), ehT0Px3KOsy9('\x30' + '\157' + chr(295 - 246) + '\066' + chr(0b110100), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b10110 + 0o37) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(2816 - 2716) + chr(0b1010000 + 0o25))(chr(0b1110101) + '\x74' + chr(0b1100000 + 0o6) + chr(45) + chr(0b10 + 0o66)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HhLPdV0A_gws(gb6ab8SSTLgq) -> R71nhlWr3XQi:
if PlSM16l2KDPD(gb6ab8SSTLgq, (xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\xb2\xaf\x8aM\x18e'), chr(0b1100100) + chr(101) + '\x63' + chr(1408 - 1297) + '\144' + '\145')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(0b111000))), gRjZVRK2322q)):
return gb6ab8SSTLgq if xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\xb9\xa3\x88w;u4\xb8\xee~z'), chr(100) + chr(0b1100101) + '\x63' + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + '\164' + chr(0b1011 + 0o133) + chr(0b101101) + '\070')) else ehT0Px3KOsy9(gb6ab8SSTLgq)
if PlSM16l2KDPD(gb6ab8SSTLgq, xafqLlk3kkUe(FGhnnwoh1Dd8, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\xbf\xb4\x9d['), chr(100) + '\x65' + chr(0b100001 + 0o102) + chr(0b1010 + 0o145) + chr(0b1100100) + '\145')('\165' + '\164' + chr(0b11000 + 0o116) + '\x2d' + chr(56)))) or xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\x89\xaf\x8aM\x18e?\xa2\xe6@K\xc52T\xb6F\xb5\xe8'), chr(7148 - 7048) + chr(689 - 588) + chr(99) + '\x6f' + chr(2673 - 2573) + '\145')(chr(0b11010 + 0o133) + '\164' + chr(0b1001111 + 0o27) + chr(45) + chr(0b111000)), ehT0Px3KOsy9('\060' + chr(5224 - 5113) + chr(0b0 + 0o60), ord("\x08"))):
return gb6ab8SSTLgq
try:
return ehT0Px3KOsy9(gb6ab8SSTLgq)
except ZVWAAMjVVHHl:
return gb6ab8SSTLgq
|
fastai/fastai
|
fastai/torch_core.py
|
get_model
|
def get_model(model:nn.Module):
"Return the model maybe wrapped inside `model`."
return model.module if isinstance(model, (DistributedDataParallel, nn.DataParallel)) else model
|
python
|
def get_model(model:nn.Module):
"Return the model maybe wrapped inside `model`."
return model.module if isinstance(model, (DistributedDataParallel, nn.DataParallel)) else model
|
[
"def",
"get_model",
"(",
"model",
":",
"nn",
".",
"Module",
")",
":",
"return",
"model",
".",
"module",
"if",
"isinstance",
"(",
"model",
",",
"(",
"DistributedDataParallel",
",",
"nn",
".",
"DataParallel",
")",
")",
"else",
"model"
] |
Return the model maybe wrapped inside `model`.
|
[
"Return",
"the",
"model",
"maybe",
"wrapped",
"inside",
"model",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L373-L375
|
train
|
Return the model maybe wrapped inside model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\x35' + chr(0b10010 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(1410 - 1362) + chr(10683 - 10572) + chr(50) + chr(1802 - 1753), 60440 - 60432), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + '\067', 10373 - 10365), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b10 + 0o60) + chr(0b110000) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10034 - 9923) + chr(0b101010 + 0o12) + chr(2230 - 2179), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\063' + chr(0b110100), 31011 - 31003), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(1459 - 1410) + chr(0b110001) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(55) + chr(2403 - 2352), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x30' + chr(697 - 642), 29528 - 29520), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101001 + 0o10) + chr(0b110 + 0o55) + '\061', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\063' + chr(0b101111 + 0o7) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(1865 - 1814) + chr(55) + chr(1856 - 1807), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + chr(0b110011) + chr(0b110111) + chr(51), 8), ehT0Px3KOsy9(chr(1586 - 1538) + chr(6241 - 6130) + '\x31' + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110010 + 0o1), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1174 - 1124) + chr(0b110001) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(50) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\064' + chr(0b10 + 0o64), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\060' + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + '\062' + '\x37' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1399 - 1351) + chr(111) + '\062' + '\067' + chr(50), 17714 - 17706), ehT0Px3KOsy9(chr(1637 - 1589) + '\157' + chr(494 - 444) + chr(0b10011 + 0o40) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1786 - 1738) + '\x6f' + '\062' + '\x35' + chr(893 - 838), 2598 - 2590), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(48), 21171 - 21163), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(51) + chr(2125 - 2074) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(194 - 146) + chr(0b1001000 + 0o47) + '\067' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(1036 - 981) + '\x33', 39033 - 39025), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\062' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(8626 - 8515) + '\x33' + chr(0b110110) + '\x37', 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(4552 - 4441) + chr(1020 - 969) + chr(0b10101 + 0o40) + '\063', 0o10), ehT0Px3KOsy9(chr(483 - 435) + '\x6f' + chr(2157 - 2107) + '\063' + chr(1438 - 1389), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\065' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(2014 - 1966) + chr(0b1101001 + 0o6) + chr(51) + chr(468 - 419) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o55) + '\060' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + '\062' + '\x35' + chr(0b1011 + 0o54), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b100110 + 0o12) + chr(50), 9745 - 9737), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110100) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\065' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(1920 - 1868) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1423 - 1375) + chr(0b1101111) + chr(967 - 915), 15556 - 15548)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(3288 - 3177) + chr(0b110101) + '\060', 56778 - 56770)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(11265 - 11154) + chr(100) + chr(101))(chr(4790 - 4673) + chr(7386 - 7270) + chr(0b100001 + 0o105) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def NBxO0PPLq2w9(FK0vqzZ5gPN6):
return xafqLlk3kkUe(FK0vqzZ5gPN6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd`h\xe0u\xdb\x07\x89\xbe\x17\xa7\x8f'), '\x64' + chr(0b110100 + 0o61) + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + '\164' + chr(9556 - 9454) + chr(50 - 5) + '\070')) if PlSM16l2KDPD(FK0vqzZ5gPN6, (gFnTsECCTaKU, xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xabps\xe2s\xfd:\x9a\xab5\x92\x95'), '\x64' + '\x65' + '\x63' + chr(111) + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(7930 - 7828) + '\055' + chr(0b111000))))) else FK0vqzZ5gPN6
|
fastai/fastai
|
fastai/torch_core.py
|
flatten_check
|
def flatten_check(out:Tensor, targ:Tensor) -> Tensor:
"Check that `out` and `targ` have the same number of elements and flatten them."
out,targ = out.contiguous().view(-1),targ.contiguous().view(-1)
assert len(out) == len(targ), f"Expected output and target to have the same number of elements but got {len(out)} and {len(targ)}."
return out,targ
|
python
|
def flatten_check(out:Tensor, targ:Tensor) -> Tensor:
"Check that `out` and `targ` have the same number of elements and flatten them."
out,targ = out.contiguous().view(-1),targ.contiguous().view(-1)
assert len(out) == len(targ), f"Expected output and target to have the same number of elements but got {len(out)} and {len(targ)}."
return out,targ
|
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] |
Check that `out` and `targ` have the same number of elements and flatten them.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L377-L381
|
train
|
Check that out and targ have the same number of elements and flatten them.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010 + 0o0) + chr(383 - 332) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1496 - 1448) + chr(111) + chr(0b110011) + chr(53) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2356 - 2302) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(0b10111 + 0o37), 8), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b10110 + 0o131) + chr(403 - 354) + '\x31' + chr(0b110111), 48834 - 48826), ehT0Px3KOsy9(chr(923 - 875) + '\157' + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(7540 - 7429) + chr(50) + chr(0b11 + 0o60) + chr(0b1101 + 0o44), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101110 + 0o101) + '\061' + chr(1632 - 1582) + chr(1501 - 1452), 0b1000), ehT0Px3KOsy9(chr(1684 - 1636) + '\157' + chr(0b110011) + chr(0b110000) + chr(330 - 281), 0b1000), ehT0Px3KOsy9(chr(1045 - 997) + chr(0b1101111) + '\061' + chr(1332 - 1277) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b10011 + 0o134) + chr(0b110010) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(54) + chr(49), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(302 - 252) + chr(0b10110 + 0o33) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(2312 - 2260) + chr(0b110100), 30062 - 30054), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b110011) + chr(0b1000 + 0o50) + chr(1793 - 1741), 51954 - 51946), ehT0Px3KOsy9(chr(835 - 787) + '\x6f' + chr(1213 - 1162) + '\x33' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1850 - 1801) + chr(0b101000 + 0o16) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10001 + 0o41) + '\x31' + chr(2348 - 2297), 49238 - 49230), ehT0Px3KOsy9(chr(0b110000) + chr(1473 - 1362) + chr(0b110001) + chr(51) + chr(0b110111 + 0o0), 0b1000), ehT0Px3KOsy9(chr(2176 - 2128) + '\157' + chr(49) + chr(53) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b100 + 0o56), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10010 + 0o37) + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\x33' + chr(0b11010 + 0o34) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1578 - 1530) + '\x6f' + '\x32' + chr(2098 - 2043) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b10 + 0o57) + '\x36' + chr(49), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100001 + 0o22) + chr(48) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b101011 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\060' + '\x30', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1284 - 1234) + '\x37' + chr(0b100101 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1401 - 1351) + chr(48) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(3958 - 3847) + '\062' + '\062' + '\x30', 56336 - 56328), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(12094 - 11983) + chr(55) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2601 - 2550) + '\060' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x34' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11101 + 0o31) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2346 - 2296) + chr(0b110101) + chr(51), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + '\x35' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'('), '\144' + chr(0b1100101) + chr(99) + chr(0b1001000 + 0o47) + chr(100) + chr(0b101100 + 0o71))('\165' + chr(12072 - 11956) + '\x66' + '\055' + chr(0b11101 + 0o33)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def RoYIJRhUxczJ(UkrMp_I0RDmo, nS8De24tx6BB) -> gRjZVRK2322q:
(UkrMp_I0RDmo, nS8De24tx6BB) = (UkrMp_I0RDmo.contiguous().view(-ehT0Px3KOsy9('\060' + chr(6434 - 6323) + chr(49), ord("\x08"))), nS8De24tx6BB.contiguous().view(-ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b11111 + 0o22), 8)))
assert c2A0yzQpDQB3(UkrMp_I0RDmo) == c2A0yzQpDQB3(nS8De24tx6BB), f'Expected output and target to have the same number of elements but got {c2A0yzQpDQB3(UkrMp_I0RDmo)} and {c2A0yzQpDQB3(nS8De24tx6BB)}.'
return (UkrMp_I0RDmo, nS8De24tx6BB)
|
fastai/fastai
|
fastai/torch_core.py
|
remove_module_load
|
def remove_module_load(state_dict):
"""create new OrderedDict that does not contain `module.`"""
new_state_dict = OrderedDict()
for k, v in state_dict.items(): new_state_dict[k[7:]] = v
return new_state_dict
|
python
|
def remove_module_load(state_dict):
"""create new OrderedDict that does not contain `module.`"""
new_state_dict = OrderedDict()
for k, v in state_dict.items(): new_state_dict[k[7:]] = v
return new_state_dict
|
[
"def",
"remove_module_load",
"(",
"state_dict",
")",
":",
"new_state_dict",
"=",
"OrderedDict",
"(",
")",
"for",
"k",
",",
"v",
"in",
"state_dict",
".",
"items",
"(",
")",
":",
"new_state_dict",
"[",
"k",
"[",
"7",
":",
"]",
"]",
"=",
"v",
"return",
"new_state_dict"
] |
create new OrderedDict that does not contain `module.`
|
[
"create",
"new",
"OrderedDict",
"that",
"does",
"not",
"contain",
"module",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L388-L392
|
train
|
create new OrderedDict that does not contain module.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b101010 + 0o12) + chr(0b110001), 33618 - 33610), ehT0Px3KOsy9('\060' + chr(5336 - 5225) + chr(0b110010) + chr(0b1011 + 0o47) + '\060', 7622 - 7614), ehT0Px3KOsy9('\x30' + chr(11716 - 11605) + chr(1203 - 1153) + chr(0b10001 + 0o42) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10000 + 0o43) + chr(0b110111) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + '\063' + chr(1276 - 1226) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(453 - 398) + chr(1933 - 1882), ord("\x08")), ehT0Px3KOsy9(chr(626 - 578) + chr(0b1101111) + chr(0b10111 + 0o34) + chr(0b110001) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(813 - 763) + chr(0b110000) + chr(51), 9496 - 9488), ehT0Px3KOsy9(chr(1013 - 965) + '\157' + '\x33' + chr(53) + chr(0b100 + 0o54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(1264 - 1215) + '\x34' + chr(0b11001 + 0o27), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(5458 - 5347) + '\064' + chr(0b10010 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(1791 - 1743) + '\x6f' + chr(0b100011 + 0o16) + chr(2646 - 2593) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b100110 + 0o13), 4331 - 4323), ehT0Px3KOsy9('\x30' + chr(8988 - 8877) + chr(0b110011) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + chr(0b110010) + chr(54) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b11000 + 0o32) + chr(0b1110 + 0o47) + chr(0b100111 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + chr(1366 - 1312), 35308 - 35300), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b110010) + '\x30' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(283 - 230) + chr(941 - 891), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(2295 - 2244) + chr(0b110100) + chr(0b100110 + 0o21), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(0b110010) + chr(720 - 667) + chr(0b11 + 0o62), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\067' + chr(0b110000), 47762 - 47754), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + chr(165 - 110) + chr(220 - 166), 31858 - 31850), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x35' + chr(0b11101 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101001 + 0o10) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110011) + '\x33' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b110000 + 0o1) + '\x36' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110101) + chr(0b10101 + 0o36), 60437 - 60429), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b1000 + 0o53) + chr(1280 - 1227), 21363 - 21355), ehT0Px3KOsy9('\060' + chr(0b11111 + 0o120) + '\067' + chr(0b1 + 0o63), 44698 - 44690), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110011) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(0b100100 + 0o17) + chr(0b110110) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(6070 - 5959) + chr(764 - 713) + chr(1088 - 1040) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\067' + '\x37', 37251 - 37243), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110100) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(198 - 147) + chr(0b101010 + 0o11) + chr(0b11001 + 0o27), 65322 - 65314)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1892 - 1844) + chr(0b1101111) + chr(0b110101) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'.'), chr(0b111011 + 0o51) + '\x65' + chr(99) + '\x6f' + chr(3867 - 3767) + chr(101))(chr(0b1001001 + 0o54) + chr(10450 - 10334) + chr(5124 - 5022) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def B6DctLJqXAdL(ibLOdkgHjo3t):
bgHBSIvhcwPy = dckoaRguRn3D()
for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(ibLOdkgHjo3t, xafqLlk3kkUe(SXOLrMavuUCe(b'N\x9b\xe6\xfb\xb5\x8aH\x80\xef\xbb(<'), '\x64' + chr(0b101100 + 0o71) + chr(5676 - 5577) + chr(111) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111 + 0o61)))():
bgHBSIvhcwPy[OolUPRJhRaJd[ehT0Px3KOsy9(chr(1687 - 1639) + chr(8286 - 8175) + '\x37', ord("\x08")):]] = cMbll0QYhULo
return bgHBSIvhcwPy
|
fastai/fastai
|
fastai/torch_core.py
|
add_metrics
|
def add_metrics(last_metrics:Collection[Rank0Tensor], mets:Union[Rank0Tensor, Collection[Rank0Tensor]]):
"Return a dictionary for updating `last_metrics` with `mets`."
last_metrics,mets = listify(last_metrics),listify(mets)
return {'last_metrics': last_metrics + mets}
|
python
|
def add_metrics(last_metrics:Collection[Rank0Tensor], mets:Union[Rank0Tensor, Collection[Rank0Tensor]]):
"Return a dictionary for updating `last_metrics` with `mets`."
last_metrics,mets = listify(last_metrics),listify(mets)
return {'last_metrics': last_metrics + mets}
|
[
"def",
"add_metrics",
"(",
"last_metrics",
":",
"Collection",
"[",
"Rank0Tensor",
"]",
",",
"mets",
":",
"Union",
"[",
"Rank0Tensor",
",",
"Collection",
"[",
"Rank0Tensor",
"]",
"]",
")",
":",
"last_metrics",
",",
"mets",
"=",
"listify",
"(",
"last_metrics",
")",
",",
"listify",
"(",
"mets",
")",
"return",
"{",
"'last_metrics'",
":",
"last_metrics",
"+",
"mets",
"}"
] |
Return a dictionary for updating `last_metrics` with `mets`.
|
[
"Return",
"a",
"dictionary",
"for",
"updating",
"last_metrics",
"with",
"mets",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/torch_core.py#L402-L405
|
train
|
Return a dictionary for updating last_metrics with mets.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(10013 - 9902) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9(chr(275 - 227) + '\157' + chr(2329 - 2280) + chr(0b110001) + chr(0b10101 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(1061 - 1012) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(48) + '\061', 34621 - 34613), ehT0Px3KOsy9('\060' + chr(3236 - 3125) + chr(1062 - 1013) + chr(54) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + chr(53) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9157 - 9046) + chr(973 - 922) + '\063' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(2244 - 2196) + chr(3092 - 2981) + '\x32' + '\062' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\061' + chr(0b110000), 51484 - 51476), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1011100 + 0o23) + chr(49) + chr(225 - 170) + '\061', 0b1000), ehT0Px3KOsy9(chr(1813 - 1765) + chr(0b1101111) + chr(49) + '\065' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b101100 + 0o5) + chr(1865 - 1810), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b11101 + 0o25) + chr(55) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1950 - 1895), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110100) + chr(0b11110 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3515 - 3404) + chr(51) + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\066' + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b100010 + 0o21) + chr(0b101 + 0o60) + chr(1823 - 1769), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x35' + chr(0b101 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(929 - 877), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110100), 26794 - 26786), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1111 + 0o42) + chr(0b100010 + 0o25), 52523 - 52515), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b101011 + 0o10) + chr(0b11101 + 0o30) + chr(1880 - 1830), 45717 - 45709), ehT0Px3KOsy9(chr(48) + '\157' + chr(1068 - 1019) + chr(0b1100 + 0o51) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(52) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(1581 - 1526) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110100) + chr(0b10101 + 0o34), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b10110 + 0o34) + chr(0b11110 + 0o24) + chr(2070 - 2018), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(49) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(0b110001) + chr(0b110101) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(0b1011 + 0o50) + chr(0b11010 + 0o27) + chr(0b101111 + 0o10), 16305 - 16297), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x36' + '\062', 0b1000), ehT0Px3KOsy9(chr(844 - 796) + chr(5041 - 4930) + '\x33' + chr(0b110100 + 0o1) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10010 + 0o37) + chr(51) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(2309 - 2259), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\066' + chr(0b101101 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1001 + 0o50) + chr(0b0 + 0o64) + chr(1944 - 1890), 54649 - 54641), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + '\062' + chr(52) + chr(1391 - 1343), 54150 - 54142)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(4363 - 4252) + chr(0b101010 + 0o13) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'>'), chr(0b1100100) + chr(0b1101 + 0o130) + '\143' + chr(0b1101111) + '\144' + '\145')('\165' + '\164' + '\x66' + '\055' + chr(0b1100 + 0o54)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UXmrFBK0LJxG(vj7v6alGA3el, kXm2HeccHKqr):
(vj7v6alGA3el, kXm2HeccHKqr) = (XFSR0qhtb0bq(vj7v6alGA3el), XFSR0qhtb0bq(kXm2HeccHKqr))
return {xafqLlk3kkUe(SXOLrMavuUCe(b'|.;\xb5)B\xba\xe0\xba\x10\x08\xfc'), chr(100) + '\x65' + chr(99) + chr(1739 - 1628) + '\x64' + '\x65')('\165' + chr(116) + chr(102) + chr(1572 - 1527) + chr(56)): vj7v6alGA3el + kXm2HeccHKqr}
|
fastai/fastai
|
old/fastai/executors.py
|
LazyThreadPoolExecutor.map
|
def map(self, fn, *iterables, timeout=None, chunksize=1, prefetch=None):
"""
Collects iterables lazily, rather than immediately.
Docstring same as parent: https://docs.python.org/3/library/concurrent.futures.html#concurrent.futures.Executor
Implmentation taken from this PR: https://github.com/python/cpython/pull/707
"""
if timeout is not None: end_time = timeout + time.time()
if prefetch is None: prefetch = self._max_workers
if prefetch < 0: raise ValueError("prefetch count may not be negative")
argsiter = zip(*iterables)
fs = collections.deque(self.submit(fn, *args) for args in itertools.islice(argsiter, self._max_workers+prefetch))
# Yield must be hidden in closure so that the futures are submitted before the first iterator value is required.
def result_iterator():
nonlocal argsiter
try:
while fs:
res = fs[0].result() if timeout is None else fs[0].result(end_time-time.time())
# Got a result, future needn't be cancelled
del fs[0]
# Dispatch next task before yielding to keep pipeline full
if argsiter:
try:
args = next(argsiter)
except StopIteration:
argsiter = None
else:
fs.append(self.submit(fn, *args))
yield res
finally:
for future in fs: future.cancel()
return result_iterator()
|
python
|
def map(self, fn, *iterables, timeout=None, chunksize=1, prefetch=None):
"""
Collects iterables lazily, rather than immediately.
Docstring same as parent: https://docs.python.org/3/library/concurrent.futures.html#concurrent.futures.Executor
Implmentation taken from this PR: https://github.com/python/cpython/pull/707
"""
if timeout is not None: end_time = timeout + time.time()
if prefetch is None: prefetch = self._max_workers
if prefetch < 0: raise ValueError("prefetch count may not be negative")
argsiter = zip(*iterables)
fs = collections.deque(self.submit(fn, *args) for args in itertools.islice(argsiter, self._max_workers+prefetch))
# Yield must be hidden in closure so that the futures are submitted before the first iterator value is required.
def result_iterator():
nonlocal argsiter
try:
while fs:
res = fs[0].result() if timeout is None else fs[0].result(end_time-time.time())
# Got a result, future needn't be cancelled
del fs[0]
# Dispatch next task before yielding to keep pipeline full
if argsiter:
try:
args = next(argsiter)
except StopIteration:
argsiter = None
else:
fs.append(self.submit(fn, *args))
yield res
finally:
for future in fs: future.cancel()
return result_iterator()
|
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] |
Collects iterables lazily, rather than immediately.
Docstring same as parent: https://docs.python.org/3/library/concurrent.futures.html#concurrent.futures.Executor
Implmentation taken from this PR: https://github.com/python/cpython/pull/707
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/executors.py#L7-L37
|
train
|
Map a function over a set of items in the pipeline.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(12009 - 11898) + chr(0b1011 + 0o50) + chr(0b110100) + '\x36', 25489 - 25481), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100001 + 0o22) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(1205 - 1156) + '\x36' + '\061', 0b1000), ehT0Px3KOsy9(chr(291 - 243) + '\x6f' + chr(54) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\062' + chr(0b110011) + chr(286 - 234), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b1011 + 0o50) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + chr(478 - 427) + chr(0b110100) + chr(2208 - 2158), 0o10), ehT0Px3KOsy9(chr(253 - 205) + '\157' + chr(740 - 691) + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(52) + chr(0b110101 + 0o2), 0o10), ehT0Px3KOsy9(chr(2127 - 2079) + chr(0b100 + 0o153) + chr(0b101000 + 0o12) + chr(1361 - 1306) + chr(169 - 119), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + '\063' + chr(53) + chr(0b101111 + 0o3), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3854 - 3743) + '\067' + chr(111 - 61), 37536 - 37528), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(2208 - 2154) + chr(0b11000 + 0o30), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100001 + 0o21) + '\x31' + chr(623 - 575), ord("\x08")), ehT0Px3KOsy9(chr(1219 - 1171) + '\157' + chr(778 - 729) + chr(452 - 402) + chr(382 - 333), 0o10), ehT0Px3KOsy9('\x30' + chr(10101 - 9990) + '\x33' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(0b110010) + chr(1577 - 1527), 0o10), ehT0Px3KOsy9(chr(48) + chr(6420 - 6309) + chr(51) + chr(0b110011) + chr(2474 - 2420), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(10856 - 10745) + chr(0b110010) + chr(0b110101 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(52) + chr(581 - 529), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100 + 0o57) + chr(0b110111) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(54) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(428 - 378) + '\067' + chr(0b110001), 55499 - 55491), ehT0Px3KOsy9(chr(728 - 680) + '\x6f' + '\061' + chr(53) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110001) + chr(0b11010 + 0o26), 8), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(0b100101 + 0o14) + chr(0b110110) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b110001) + chr(1817 - 1767) + chr(0b11110 + 0o31), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x37' + '\x32', 0o10), ehT0Px3KOsy9(chr(461 - 413) + '\157' + '\x31' + chr(0b110001) + chr(0b100 + 0o57), 54761 - 54753), ehT0Px3KOsy9(chr(0b110000) + chr(9913 - 9802) + '\x34' + chr(0b11 + 0o61), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1607 - 1557) + chr(51) + chr(0b11101 + 0o27), 8), ehT0Px3KOsy9(chr(48) + chr(10114 - 10003) + '\x33' + '\062' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1202 - 1153) + chr(0b110000 + 0o3) + chr(0b110011), 36551 - 36543), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1570 - 1519) + '\065', 0o10), ehT0Px3KOsy9(chr(511 - 463) + '\x6f' + '\x31' + chr(0b101001 + 0o11) + chr(0b1101 + 0o50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\063' + chr(0b100111 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(856 - 745) + chr(0b10000 + 0o41) + '\x33' + chr(0b11100 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2501 - 2450) + chr(0b110010) + chr(1675 - 1621), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1459 - 1411) + chr(0b1011100 + 0o23) + chr(1266 - 1213) + chr(0b100 + 0o54), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8'), '\144' + chr(101) + '\143' + chr(8510 - 8399) + chr(100) + '\145')(chr(0b1110101) + chr(0b1100 + 0o150) + chr(0b1100110) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def abA97kOQKaLo(oVre8I6UXc3b, wDsB9Ho570J9, *Ymkm2d6mcyoO, FaIjqlnzCXev=None, op94qe_Rdjul=ehT0Px3KOsy9('\060' + chr(111) + '\x31', 0b1000), b3xsQirOBqn9=None):
if FaIjqlnzCXev is not None:
uUD8Lnay0gGi = FaIjqlnzCXev + ltvhPP4VhXre.time()
if b3xsQirOBqn9 is None:
b3xsQirOBqn9 = oVre8I6UXc3b._max_workers
if b3xsQirOBqn9 < ehT0Px3KOsy9(chr(48) + '\157' + chr(48), 0o10):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\x96h\x14V\xf9(\x81\x0e\xc7\xd9\x85\x0eTK\x10\xe50f2\xb0y\xd0\xdb\x17\xdcI\xe6\x170\x9b?M\xea\xb4'), chr(100) + '\145' + chr(0b1101 + 0o126) + chr(111) + chr(3735 - 3635) + '\x65')(chr(0b1001100 + 0o51) + '\x74' + chr(0b1010111 + 0o17) + chr(0b101101) + chr(0b111000)))
iVamGVDHcdss = pZ0NK2y6HRbn(*Ymkm2d6mcyoO)
jkwf8u192XHr = FGhnnwoh1Dd8.deque((oVre8I6UXc3b.submit(wDsB9Ho570J9, *kJDRfRhcZHjS) for kJDRfRhcZHjS in nLSuLqmR6kNP.islice(iVamGVDHcdss, oVre8I6UXc3b._max_workers + b3xsQirOBqn9)))
def iOGkhgKO5PYN():
nonlocal argsiter
try:
while jkwf8u192XHr:
MsbwfslwLjRO = jkwf8u192XHr[ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101000 + 0o10), 8)].result() if FaIjqlnzCXev is None else jkwf8u192XHr[ehT0Px3KOsy9('\x30' + '\157' + chr(0b110000), 8)].result(uUD8Lnay0gGi - ltvhPP4VhXre.time())
del jkwf8u192XHr[ehT0Px3KOsy9('\x30' + '\x6f' + '\x30', 8)]
if iVamGVDHcdss:
try:
kJDRfRhcZHjS = nSwwHEeM4cxI(iVamGVDHcdss)
except hr2QaoivbFQ2:
iVamGVDHcdss = None
else:
xafqLlk3kkUe(jkwf8u192XHr, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87j\x01U\xf28'), '\144' + '\145' + chr(99) + chr(5730 - 5619) + chr(100) + chr(0b1000 + 0o135))(chr(0b1000101 + 0o60) + '\x74' + '\146' + '\x2d' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95o\x13]\xf5('), chr(0b101010 + 0o72) + '\145' + chr(99) + chr(0b1101111) + chr(0b1001 + 0o133) + chr(101))(chr(117) + chr(116) + chr(0b110100 + 0o62) + chr(45) + '\x38'))(wDsB9Ho570J9, *kJDRfRhcZHjS))
yield MsbwfslwLjRO
finally:
for Bio3BBp2A6qr in jkwf8u192XHr:
xafqLlk3kkUe(Bio3BBp2A6qr, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85{\x1fS\xf90'), chr(0b111100 + 0o50) + '\145' + chr(0b110 + 0o135) + '\x6f' + chr(0b100000 + 0o104) + chr(0b1100101))(chr(0b10010 + 0o143) + chr(0b111011 + 0o71) + '\146' + '\x2d' + chr(0b111000 + 0o0)))()
return iOGkhgKO5PYN()
|
fastai/fastai
|
old/docs/gen_ascii_docs.py
|
gen_ascii_docs
|
def gen_ascii_docs(src='fastai'):
"""Generate documentation for fastai library in HTML (asciidoctor required)
:param str src: The absolute/relative path of source file/dir
"""
os.chdir(Path(__file__).absolute().parent)
with working_directory('..'):
path = Path(src)
if path.is_dir():
file_paths = list(path.glob('**/*.py'))
else:
file_paths = [path]
pat = re.compile('^(?!__init__).*.py\Z')
for file_path in file_paths:
if pat.match(file_path.name):
file_path.parent.mkdir(parents=True, exist_ok=True)
with working_directory('..'):
tmpl_str = parse_module(file_path)
(file_path.parent/(file_path.name.rsplit('.',1)[0] + '.adoc.tmpl')).write_text(tmpl_str)
(file_path.parent/(file_path.name.rsplit('.',1)[0] + '.adoc')).write_text(re.sub(r"{{(.*?)}}", parse_tmpl, tmpl_str, flags=re.DOTALL))
if path.is_dir():
subprocess.call(['asciidoctor', str(path) + '/**/*.adoc'])
else:
subprocess.call(['asciidoctor', str(path).rsplit('.',1)[0] + '.adoc'])
|
python
|
def gen_ascii_docs(src='fastai'):
"""Generate documentation for fastai library in HTML (asciidoctor required)
:param str src: The absolute/relative path of source file/dir
"""
os.chdir(Path(__file__).absolute().parent)
with working_directory('..'):
path = Path(src)
if path.is_dir():
file_paths = list(path.glob('**/*.py'))
else:
file_paths = [path]
pat = re.compile('^(?!__init__).*.py\Z')
for file_path in file_paths:
if pat.match(file_path.name):
file_path.parent.mkdir(parents=True, exist_ok=True)
with working_directory('..'):
tmpl_str = parse_module(file_path)
(file_path.parent/(file_path.name.rsplit('.',1)[0] + '.adoc.tmpl')).write_text(tmpl_str)
(file_path.parent/(file_path.name.rsplit('.',1)[0] + '.adoc')).write_text(re.sub(r"{{(.*?)}}", parse_tmpl, tmpl_str, flags=re.DOTALL))
if path.is_dir():
subprocess.call(['asciidoctor', str(path) + '/**/*.adoc'])
else:
subprocess.call(['asciidoctor', str(path).rsplit('.',1)[0] + '.adoc'])
|
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] |
Generate documentation for fastai library in HTML (asciidoctor required)
:param str src: The absolute/relative path of source file/dir
|
[
"Generate",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/docs/gen_ascii_docs.py#L104-L128
|
train
|
Generate HTML documentation for fastai library in HTML
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1248 - 1200) + '\x6f' + '\063' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10001 + 0o42) + chr(55) + chr(54), 0o10), ehT0Px3KOsy9(chr(1574 - 1526) + chr(0b1101111) + chr(55) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(51) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1480 - 1432) + chr(111) + chr(49) + chr(1854 - 1801) + chr(51), 61603 - 61595), ehT0Px3KOsy9('\x30' + chr(9221 - 9110) + chr(0b110010) + chr(0b11011 + 0o33) + '\065', 15760 - 15752), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + '\x32' + '\x34' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110001) + '\x34', 14473 - 14465), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + chr(0b10011 + 0o36) + chr(0b11010 + 0o32) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + chr(0b110010) + '\062' + chr(0b100001 + 0o17), 39968 - 39960), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x36' + chr(274 - 226), 48514 - 48506), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b101110 + 0o5) + chr(0b1110 + 0o44) + chr(0b10001 + 0o43), 44691 - 44683), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(3297 - 3186) + chr(51) + chr(50) + chr(2609 - 2555), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2298 - 2187) + chr(0b110010) + chr(0b110000) + '\x35', 47979 - 47971), ehT0Px3KOsy9(chr(48) + chr(4835 - 4724) + chr(0b1011 + 0o46) + '\x32' + chr(1307 - 1256), 16151 - 16143), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(3002 - 2947) + chr(57 - 9), 8), ehT0Px3KOsy9(chr(1399 - 1351) + '\157' + '\x31' + '\067' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(10178 - 10067) + '\x33' + chr(0b10101 + 0o35) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + chr(3492 - 3381) + chr(0b110110) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x32' + chr(0b110110) + chr(0b1101 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(48) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(3568 - 3457) + '\x31' + '\063' + '\062', 23617 - 23609), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(916 - 862), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110010 + 0o1) + chr(0b10011 + 0o44), 0b1000), ehT0Px3KOsy9(chr(2302 - 2254) + '\157' + chr(2331 - 2276) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(10066 - 9955) + chr(50) + chr(0b110100) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(380 - 332) + chr(0b1000111 + 0o50) + '\061' + chr(54) + chr(59 - 7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10 + 0o63) + '\066', 39768 - 39760), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + '\065' + '\x36', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100110 + 0o13) + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6212 - 6101) + chr(50) + '\066' + '\063', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(2274 - 2220) + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(1133 - 1085) + chr(0b1101111) + chr(51) + chr(2098 - 2050) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\062' + chr(0b110011), 8), ehT0Px3KOsy9(chr(139 - 91) + chr(11044 - 10933) + '\x33' + chr(217 - 162) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(763 - 712) + chr(0b110010), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(11424 - 11313) + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(0b1100100) + chr(0b101000 + 0o75) + '\143' + '\x6f' + '\x64' + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(0b1011 + 0o55)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CT4GVhchHmV_(SBY5QklkRnQv=xafqLlk3kkUe(SXOLrMavuUCe(b'Cy\x8dL~\x02'), '\x64' + chr(0b1011000 + 0o15) + chr(0b1100011) + '\x6f' + '\x64' + '\145')(chr(0b1110101) + '\164' + '\x66' + chr(45) + '\x38')):
xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'Fp\x9aQm'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(9536 - 9420) + chr(0b1000010 + 0o44) + '\x2d' + '\x38'))(xafqLlk3kkUe(HiPOQr0Cdorg(tmzuw0hjv33u).absolute(), xafqLlk3kkUe(SXOLrMavuUCe(b'nw\x94ax\x13\xef\x96\x1a-\xc1\xaa'), chr(100) + chr(2159 - 2058) + chr(0b1100011) + chr(111) + '\x64' + chr(101))(chr(0b1110101) + '\164' + chr(0b110000 + 0o66) + '\x2d' + '\x38')))
with emCXvnjtuoem(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b6'), chr(0b1100100) + chr(9279 - 9178) + chr(99) + '\157' + chr(6290 - 6190) + chr(1786 - 1685))(chr(117) + '\164' + chr(102) + chr(0b1111 + 0o36) + '\070')):
EaCjyhZptSer = HiPOQr0Cdorg(SBY5QklkRnQv)
if xafqLlk3kkUe(EaCjyhZptSer, xafqLlk3kkUe(SXOLrMavuUCe(b'Lk\xa1\\v\x19'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + chr(4273 - 4173) + chr(0b1100101))(chr(117) + '\164' + chr(102) + chr(776 - 731) + chr(2097 - 2041)))():
N9c52wycBehc = YyaZ4tpXu4lf(EaCjyhZptSer.glob(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f2\xd1\x121\x1b\xcc'), chr(0b1100100) + chr(5655 - 5554) + chr(99) + chr(111) + '\144' + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + '\x2d' + chr(0b110010 + 0o6))))
else:
N9c52wycBehc = [EaCjyhZptSer]
BumvCMvK3ogt = _7u55U49WwX2.compile(xafqLlk3kkUe(SXOLrMavuUCe(b'{0\xc1\x19@4\xdc\xcb%\x10\xcf\xaf;8\xfe\xf8\xf5*d#'), '\144' + chr(0b1100101) + chr(5351 - 5252) + chr(779 - 668) + '\x64' + chr(0b110111 + 0o56))(chr(4518 - 4401) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)))
for Ti9e_bxaCVyu in N9c52wycBehc:
if xafqLlk3kkUe(BumvCMvK3ogt, xafqLlk3kkUe(SXOLrMavuUCe(b'Hy\x8a[w'), '\144' + chr(0b1100101) + '\x63' + chr(2374 - 2263) + '\x64' + '\145')('\165' + '\164' + '\x66' + '\055' + chr(56)))(xafqLlk3kkUe(Ti9e_bxaCVyu, xafqLlk3kkUe(SXOLrMavuUCe(b'dQ\x88rM\x11\xf9\xc1\x08\x02\xf7\xb6'), chr(100) + chr(0b1100101) + chr(0b11101 + 0o106) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(116) + '\146' + '\x2d' + '\x38'))):
xafqLlk3kkUe(Ti9e_bxaCVyu.parent, xafqLlk3kkUe(SXOLrMavuUCe(b'Hs\x9aQm'), chr(0b101010 + 0o72) + chr(0b1100101) + chr(99) + chr(2052 - 1941) + chr(100) + chr(101))(chr(117) + '\164' + '\x66' + chr(1948 - 1903) + chr(2621 - 2565)))(parents=ehT0Px3KOsy9(chr(1649 - 1601) + '\157' + chr(160 - 111), 0o10), exist_ok=ehT0Px3KOsy9(chr(308 - 260) + '\157' + '\x31', 8))
with emCXvnjtuoem(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b6'), chr(0b110111 + 0o55) + chr(6198 - 6097) + '\143' + chr(111) + chr(0b1010010 + 0o22) + '\145')('\x75' + chr(116) + chr(0b1100110) + chr(45) + '\x38')):
BZp5ATbM76wE = VOPxIrAflm6A(Ti9e_bxaCVyu)
xafqLlk3kkUe(Ti9e_bxaCVyu.parent / (Ti9e_bxaCVyu.name.rsplit(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(0b1010110 + 0o16) + chr(9722 - 9621) + chr(0b100 + 0o137) + chr(111) + chr(8313 - 8213) + chr(8046 - 7945))(chr(3710 - 3593) + chr(4008 - 3892) + chr(102) + chr(45) + chr(0b110100 + 0o4)), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\x31', 8))[ehT0Px3KOsy9(chr(2102 - 2054) + chr(0b1011 + 0o144) + '\x30', ord("\x08"))] + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0by\x9aW|E\xc1\xc8<\x08'), chr(0b1100100) + '\x65' + '\143' + chr(111) + chr(0b1011 + 0o131) + chr(101))('\x75' + chr(0b111111 + 0o65) + chr(0b1100110) + '\x2d' + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'Rj\x97Lz4\xc1\xc04\x10'), chr(0b111000 + 0o54) + chr(9870 - 9769) + chr(0b1100011) + chr(0b111101 + 0o62) + chr(0b111 + 0o135) + '\145')('\x75' + chr(116) + '\146' + chr(45) + chr(56)))(BZp5ATbM76wE)
xafqLlk3kkUe(Ti9e_bxaCVyu.parent / (Ti9e_bxaCVyu.name.rsplit(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(0b1100100) + chr(0b11010 + 0o113) + '\143' + chr(111) + chr(0b11001 + 0o113) + chr(101))(chr(0b1110101) + chr(0b1101010 + 0o12) + chr(0b100000 + 0o106) + chr(0b100010 + 0o13) + '\x38'), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(0b110001), 8))[ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\060', 8)] + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0by\x9aW|'), chr(0b1100100) + chr(0b1000111 + 0o36) + chr(7796 - 7697) + chr(0b1101111) + chr(100) + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(445 - 400) + chr(1934 - 1878))), xafqLlk3kkUe(SXOLrMavuUCe(b'Rj\x97Lz4\xc1\xc04\x10'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + '\x64' + '\145')('\165' + chr(0b1110100) + chr(0b1011011 + 0o13) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b'Vm\x9c'), chr(0b1100100) + chr(0b1001001 + 0o34) + chr(674 - 575) + chr(3441 - 3330) + chr(0b11001 + 0o113) + '\145')('\x75' + '\164' + '\x66' + chr(0b11101 + 0o20) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'^c\xd6\x165T\x9c\xd81'), chr(100) + chr(8163 - 8062) + chr(0b111010 + 0o51) + chr(0b1101111) + chr(0b111 + 0o135) + chr(7076 - 6975))(chr(0b1110101) + chr(116) + '\146' + chr(45) + '\x38'), URv4u7XaK1Te, BZp5ATbM76wE, flags=xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b"aW\xaayS'"), chr(0b1100100) + chr(0b10100 + 0o121) + chr(99) + chr(0b1101111) + chr(648 - 548) + chr(101))('\x75' + chr(12240 - 12124) + chr(256 - 154) + chr(1043 - 998) + chr(1598 - 1542)))))
if xafqLlk3kkUe(EaCjyhZptSer, xafqLlk3kkUe(SXOLrMavuUCe(b'Lk\xa1\\v\x19'), chr(9876 - 9776) + chr(0b10011 + 0o122) + chr(807 - 708) + chr(3983 - 3872) + chr(100) + chr(0b1100101))(chr(117) + chr(116) + chr(0b100001 + 0o105) + '\x2d' + chr(56)))():
xafqLlk3kkUe(SorA9b5x63bd, xafqLlk3kkUe(SXOLrMavuUCe(b'Fy\x92T'), chr(2768 - 2668) + chr(4631 - 4530) + chr(99) + chr(8559 - 8448) + '\x64' + chr(101))(chr(0b10 + 0o163) + '\x74' + chr(102) + chr(0b101101) + '\070'))([xafqLlk3kkUe(SXOLrMavuUCe(b'Dk\x9dQv\x0f\xda\xc68\x0b\xe2'), chr(0b1100100) + '\x65' + '\143' + '\157' + chr(0b1001111 + 0o25) + '\x65')(chr(8225 - 8108) + chr(116) + chr(102) + chr(0b1011 + 0o42) + chr(0b111000)), M8_cKLkHVB2V(EaCjyhZptSer) + xafqLlk3kkUe(SXOLrMavuUCe(b'\n2\xd4\x175E\xd4\xc1#\x07'), chr(100) + chr(8217 - 8116) + chr(0b1001100 + 0o27) + '\x6f' + '\x64' + chr(0b1100101))(chr(8709 - 8592) + chr(0b1010011 + 0o41) + chr(102) + chr(0b101101) + '\x38')])
else:
xafqLlk3kkUe(SorA9b5x63bd, xafqLlk3kkUe(SXOLrMavuUCe(b'Fy\x92T'), chr(100) + chr(4452 - 4351) + '\x63' + chr(111) + chr(0b1100100) + chr(0b111111 + 0o46))('\x75' + '\x74' + '\x66' + '\055' + '\x38'))([xafqLlk3kkUe(SXOLrMavuUCe(b'Dk\x9dQv\x0f\xda\xc68\x0b\xe2'), chr(8254 - 8154) + '\145' + chr(0b1100011) + chr(10958 - 10847) + chr(100) + chr(2820 - 2719))(chr(0b10101 + 0o140) + '\x74' + chr(1112 - 1010) + chr(1745 - 1700) + '\x38'), xafqLlk3kkUe(M8_cKLkHVB2V(EaCjyhZptSer), xafqLlk3kkUe(SXOLrMavuUCe(b'Wk\x8eTv\x1f'), chr(6138 - 6038) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + chr(0b1001100 + 0o31))(chr(0b1110101) + '\x74' + chr(0b1100110) + '\055' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(100) + chr(1924 - 1823) + '\143' + chr(111) + chr(0b1100100) + '\x65')(chr(12465 - 12348) + '\164' + chr(0b100000 + 0o106) + '\x2d' + chr(0b11001 + 0o37)), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001), 8))[ehT0Px3KOsy9(chr(598 - 550) + chr(111) + '\x30', 8)] + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0by\x9aW|'), chr(0b1100100) + chr(6491 - 6390) + chr(99) + chr(0b1000101 + 0o52) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1000000 + 0o64) + chr(1863 - 1761) + '\055' + chr(0b111000))])
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._get_new_batch
|
def _get_new_batch(self, ds_type:DatasetType)->Collection[Tensor]:
"Retrieves new batch of DatasetType, and detaches it."
return self.learn.data.one_batch(ds_type=ds_type, detach=True, denorm=False, cpu=False)
|
python
|
def _get_new_batch(self, ds_type:DatasetType)->Collection[Tensor]:
"Retrieves new batch of DatasetType, and detaches it."
return self.learn.data.one_batch(ds_type=ds_type, detach=True, denorm=False, cpu=False)
|
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Retrieves new batch of DatasetType, and detaches it.
|
[
"Retrieves",
"new",
"batch",
"of",
"DatasetType",
"and",
"detaches",
"it",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L40-L42
|
train
|
Retrieves new batch of DatasetType and detaches it.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(2213 - 2162) + chr(52) + chr(0b110001), 4057 - 4049), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(55) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6439 - 6328) + '\x31' + chr(0b101 + 0o60) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\064' + chr(536 - 487), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b110010) + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(2165 - 2117) + '\157' + chr(0b110001) + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + chr(49) + chr(0b110 + 0o60) + '\066', 59662 - 59654), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b110011) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + chr(0b110101), 31381 - 31373), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(0b110010) + chr(48) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x37' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(140 - 92) + chr(111) + chr(0b11001 + 0o31) + chr(0b110000) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + chr(0b110010) + chr(0b1100 + 0o46) + chr(0b110 + 0o54), 64726 - 64718), ehT0Px3KOsy9('\060' + '\157' + '\x35' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1330 - 1280) + chr(0b11001 + 0o35) + chr(49), 13020 - 13012), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110010) + '\062' + chr(52), 8006 - 7998), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101111 + 0o4) + chr(194 - 139), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(52) + chr(527 - 479), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b101 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(521 - 473) + chr(111) + chr(0b110011) + '\066' + chr(55), 37475 - 37467), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(6630 - 6519) + '\061' + '\x32' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1207 - 1159) + chr(7741 - 7630) + '\x31' + '\064' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(48) + '\x34', 0o10), ehT0Px3KOsy9(chr(457 - 409) + chr(4896 - 4785) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(895 - 847) + chr(12260 - 12149) + chr(0b110110) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\063' + chr(0b1 + 0o61) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101110 + 0o3) + chr(2392 - 2340) + chr(0b11100 + 0o25), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x34', 23482 - 23474), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + '\x31' + '\066' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b111 + 0o52) + chr(0b110101) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(100 - 50) + chr(0b110001) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(2702 - 2649) + chr(0b101 + 0o53), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\064' + chr(1063 - 1010), 32221 - 32213), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\067' + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o60) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110000 + 0o1) + chr(54) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11100 + 0o30) + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(474 - 423) + chr(1253 - 1200), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + chr(0b1000 + 0o56) + chr(0b110001 + 0o4), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(273 - 162) + '\065' + chr(0b10 + 0o56), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf'), chr(100) + chr(7741 - 7640) + chr(99) + chr(0b1101111) + chr(0b101110 + 0o66) + chr(0b11111 + 0o106))(chr(117) + chr(0b1110100) + chr(102) + chr(0b11100 + 0o21) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Vh23L8iidafy(oVre8I6UXc3b, LjBBWMAnWNhB) -> gNqqdWiyklNm[gRjZVRK2322q]:
return xafqLlk3kkUe(oVre8I6UXc3b.learn.data, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e\xd6\x0b>\xfa\x10\x02\xbam'), chr(0b1100000 + 0o4) + '\x65' + chr(99) + '\x6f' + chr(0b111101 + 0o47) + chr(0b101011 + 0o72))('\165' + chr(116) + chr(8520 - 8418) + chr(0b10110 + 0o27) + '\070'))(ds_type=LjBBWMAnWNhB, detach=ehT0Px3KOsy9(chr(1073 - 1025) + chr(0b1010010 + 0o35) + chr(49), 42165 - 42157), denorm=ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10 + 0o56), 8), cpu=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100111 + 0o11), 8))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._update_batches_if_needed
|
def _update_batches_if_needed(self)->None:
"one_batch function is extremely slow with large datasets. This is caching the result as an optimization."
if self.learn.data.valid_dl is None: return # Running learning rate finder, so return
update_batches = self.data is not self.learn.data
if not update_batches: return
self.data = self.learn.data
self.trn_batch = self._get_new_batch(ds_type=DatasetType.Train)
self.val_batch = self._get_new_batch(ds_type=DatasetType.Valid)
|
python
|
def _update_batches_if_needed(self)->None:
"one_batch function is extremely slow with large datasets. This is caching the result as an optimization."
if self.learn.data.valid_dl is None: return # Running learning rate finder, so return
update_batches = self.data is not self.learn.data
if not update_batches: return
self.data = self.learn.data
self.trn_batch = self._get_new_batch(ds_type=DatasetType.Train)
self.val_batch = self._get_new_batch(ds_type=DatasetType.Valid)
|
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] |
one_batch function is extremely slow with large datasets. This is caching the result as an optimization.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L44-L51
|
train
|
one_batch function is extremely slow with large datasets. This is caching the result as an optimization.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(0b10110 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b111 + 0o53) + '\065' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(7588 - 7477) + '\061' + chr(2359 - 2306), 0b1000), ehT0Px3KOsy9(chr(403 - 355) + chr(0b110010 + 0o75) + chr(50) + chr(54) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3762 - 3651) + chr(0b11110 + 0o25) + chr(0b110110) + chr(0b110110), 56498 - 56490), ehT0Px3KOsy9('\060' + '\x6f' + chr(251 - 202) + chr(0b100110 + 0o14) + '\062', 0b1000), ehT0Px3KOsy9(chr(647 - 599) + chr(0b1101111) + '\065', 46099 - 46091), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(2507 - 2456) + chr(0b110001) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(1657 - 1546) + chr(942 - 892) + chr(54) + chr(49), 7853 - 7845), ehT0Px3KOsy9('\x30' + chr(11491 - 11380) + chr(871 - 822) + '\x32' + chr(0b110001 + 0o1), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(837 - 786) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10011 + 0o134) + chr(0b100001 + 0o20) + chr(0b1010 + 0o50) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2504 - 2453) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(1690 - 1642) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(2413 - 2363) + '\x35' + chr(53), 3424 - 3416), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\x33' + chr(1322 - 1269), 30629 - 30621), ehT0Px3KOsy9(chr(1370 - 1322) + chr(10749 - 10638) + chr(49) + chr(1654 - 1605) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(8674 - 8563) + '\x33' + '\063' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1790 - 1741) + chr(1341 - 1293) + chr(0b101110 + 0o7), 11897 - 11889), ehT0Px3KOsy9('\x30' + chr(4756 - 4645) + chr(51) + chr(0b110110) + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(640 - 592) + '\157' + chr(0b110011) + chr(0b101100 + 0o7) + chr(1294 - 1245), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2319 - 2270) + chr(1789 - 1738) + '\066', 51927 - 51919), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(0b110010) + chr(1916 - 1861) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(49) + chr(2958 - 2903) + chr(49), 28515 - 28507), ehT0Px3KOsy9(chr(2132 - 2084) + chr(111) + '\063' + chr(1894 - 1844) + chr(49), 0o10), ehT0Px3KOsy9(chr(1977 - 1929) + '\157' + chr(50) + '\065' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(1831 - 1779) + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110 + 0o57) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(4434 - 4323) + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(632 - 584) + '\157' + chr(0b11111 + 0o27) + chr(738 - 685), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b101011 + 0o6) + '\x36' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1100001 + 0o16) + '\061' + chr(2537 - 2486) + chr(0b10110 + 0o35), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1046 - 997) + '\064' + chr(0b110101), 21515 - 21507), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(316 - 266) + chr(0b1000 + 0o55) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101111 + 0o4) + chr(0b11011 + 0o30) + chr(0b1001 + 0o51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1055 - 1005) + chr(55) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(52) + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + '\064' + chr(0b110000 + 0o1), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + '\060', 42574 - 42566)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), chr(0b1100100) + chr(0b1100101) + chr(0b100 + 0o137) + chr(0b1101101 + 0o2) + chr(3880 - 3780) + '\145')(chr(117) + '\164' + '\146' + '\x2d' + chr(2529 - 2473)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xUm9RGJ22WCc(oVre8I6UXc3b) -> None:
if xafqLlk3kkUe(oVre8I6UXc3b.learn.data, xafqLlk3kkUe(SXOLrMavuUCe(b'N\xcba\xdd\x92\ra\xa3'), chr(0b101000 + 0o74) + '\145' + chr(99) + chr(0b1010111 + 0o30) + chr(100) + '\x65')(chr(0b1101010 + 0o13) + chr(116) + '\146' + '\x2d' + chr(0b111000))) is None:
return
r7Bbl6_8Roi0 = oVre8I6UXc3b.ULnjp6D6efFH is not oVre8I6UXc3b.learn.ULnjp6D6efFH
if not r7Bbl6_8Roi0:
return
oVre8I6UXc3b.ULnjp6D6efFH = oVre8I6UXc3b.learn.ULnjp6D6efFH
oVre8I6UXc3b.ZbQWFSSrB153 = oVre8I6UXc3b._get_new_batch(ds_type=OuybwfQApNqV.Train)
oVre8I6UXc3b.YVH5BSG_pyAG = oVre8I6UXc3b._get_new_batch(ds_type=OuybwfQApNqV.Valid)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._write_model_stats
|
def _write_model_stats(self, iteration:int)->None:
"Writes gradient statistics to Tensorboard."
self.stats_writer.write(model=self.learn.model, iteration=iteration, tbwriter=self.tbwriter)
|
python
|
def _write_model_stats(self, iteration:int)->None:
"Writes gradient statistics to Tensorboard."
self.stats_writer.write(model=self.learn.model, iteration=iteration, tbwriter=self.tbwriter)
|
[
"def",
"_write_model_stats",
"(",
"self",
",",
"iteration",
":",
"int",
")",
"->",
"None",
":",
"self",
".",
"stats_writer",
".",
"write",
"(",
"model",
"=",
"self",
".",
"learn",
".",
"model",
",",
"iteration",
"=",
"iteration",
",",
"tbwriter",
"=",
"self",
".",
"tbwriter",
")"
] |
Writes gradient statistics to Tensorboard.
|
[
"Writes",
"gradient",
"statistics",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L53-L55
|
train
|
Writes gradient statistics to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\061', 64919 - 64911), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(1609 - 1554) + chr(0b100000 + 0o22), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + '\x33' + chr(2467 - 2416) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(2367 - 2318), 1409 - 1401), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + '\x37', 7001 - 6993), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\061' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + '\061' + chr(0b101101 + 0o4), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\066' + chr(215 - 164), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b111 + 0o51) + chr(0b101011 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1011001 + 0o26) + chr(0b101100 + 0o5) + '\x31' + chr(0b1110 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(957 - 908) + chr(1122 - 1071), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(7231 - 7120) + '\x31' + chr(0b1 + 0o60) + chr(0b110 + 0o52), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(49) + chr(265 - 212), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(6045 - 5934) + chr(0b110011) + chr(0b110111) + '\061', 18440 - 18432), ehT0Px3KOsy9(chr(48) + chr(5630 - 5519) + '\x32' + chr(0b110000 + 0o0) + chr(1427 - 1373), 29141 - 29133), ehT0Px3KOsy9(chr(48) + chr(8908 - 8797) + chr(51) + '\x31' + chr(0b110101 + 0o2), 21119 - 21111), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x34' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(523 - 475) + chr(0b1011000 + 0o27) + chr(51) + chr(55) + '\062', 55349 - 55341), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b111 + 0o56) + '\x32', 64471 - 64463), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110000) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + chr(0b100001 + 0o20) + chr(0b110100) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(761 - 650) + chr(0b110011) + chr(948 - 894) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101111 + 0o4) + '\063' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(8835 - 8724) + '\066' + chr(1078 - 1023), 0o10), ehT0Px3KOsy9(chr(2283 - 2235) + chr(111) + chr(51) + '\061' + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1110 + 0o44) + chr(0b11010 + 0o30) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(576 - 527), 8), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(54) + chr(0b101011 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b1001 + 0o50) + chr(0b110110 + 0o0) + chr(0b101101 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\064' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1580 - 1532) + chr(0b1001010 + 0o45) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + '\067' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b11101 + 0o26) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(48) + '\x33', 4868 - 4860), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110111) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(805 - 757) + '\157' + '\x31' + '\064' + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10010 + 0o37) + chr(0b1111 + 0o41), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(0b1101 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b111110 + 0o61) + '\x31' + chr(0b110110) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(959 - 906) + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b10101 + 0o132) + chr(1403 - 1350) + chr(1263 - 1215), 10618 - 10610)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), '\144' + chr(10184 - 10083) + chr(0b1001111 + 0o24) + chr(0b1101111) + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SfpN7qswWDel(oVre8I6UXc3b, HTak90t_SLN1) -> None:
xafqLlk3kkUe(oVre8I6UXc3b.stats_writer, xafqLlk3kkUe(SXOLrMavuUCe(b'~\x08\xb7Mb'), '\144' + '\145' + '\143' + chr(8488 - 8377) + chr(0b110 + 0o136) + '\145')(chr(0b10111 + 0o136) + chr(0b110001 + 0o103) + chr(6670 - 6568) + chr(45) + '\x38'))(model=xafqLlk3kkUe(oVre8I6UXc3b.learn, xafqLlk3kkUe(SXOLrMavuUCe(b'O1\xeeOv\xb1S\x86\xe0\x18\x05~'), chr(1722 - 1622) + chr(0b1001111 + 0o26) + chr(99) + '\x6f' + chr(4373 - 4273) + '\x65')(chr(117) + chr(0b1110100) + chr(9565 - 9463) + '\x2d' + chr(2287 - 2231))), iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'}\x18\xa9Kn\xbfl\xc1'), chr(100) + '\x65' + '\143' + '\x6f' + '\144' + chr(101))(chr(0b101001 + 0o114) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\x38')))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._write_training_loss
|
def _write_training_loss(self, iteration:int, last_loss:Tensor)->None:
"Writes training loss to Tensorboard."
scalar_value = to_np(last_loss)
tag = self.metrics_root + 'train_loss'
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=iteration)
|
python
|
def _write_training_loss(self, iteration:int, last_loss:Tensor)->None:
"Writes training loss to Tensorboard."
scalar_value = to_np(last_loss)
tag = self.metrics_root + 'train_loss'
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=iteration)
|
[
"def",
"_write_training_loss",
"(",
"self",
",",
"iteration",
":",
"int",
",",
"last_loss",
":",
"Tensor",
")",
"->",
"None",
":",
"scalar_value",
"=",
"to_np",
"(",
"last_loss",
")",
"tag",
"=",
"self",
".",
"metrics_root",
"+",
"'train_loss'",
"self",
".",
"tbwriter",
".",
"add_scalar",
"(",
"tag",
"=",
"tag",
",",
"scalar_value",
"=",
"scalar_value",
",",
"global_step",
"=",
"iteration",
")"
] |
Writes training loss to Tensorboard.
|
[
"Writes",
"training",
"loss",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L57-L61
|
train
|
Writes training loss to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x32' + chr(0b10110 + 0o34), 6405 - 6397), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + chr(1137 - 1083), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b11001 + 0o126) + chr(0b1111 + 0o43) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(425 - 314) + chr(49) + chr(0b110011) + '\x35', 34929 - 34921), ehT0Px3KOsy9('\060' + '\157' + chr(685 - 635) + '\062' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10101 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b110001) + '\x36' + '\065', 61283 - 61275), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110111) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b100 + 0o60) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b110110) + chr(1128 - 1078), 0o10), ehT0Px3KOsy9(chr(638 - 590) + '\157' + '\x32' + '\065' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b100111 + 0o12) + chr(2149 - 2095), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1321 - 1272) + chr(0b11000 + 0o30) + chr(0b10100 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101 + 0o56) + chr(0b11001 + 0o33) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(11945 - 11834) + chr(0b10110 + 0o34) + chr(54) + chr(0b10010 + 0o43), 58237 - 58229), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\062' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11090 - 10979) + chr(0b101001 + 0o13) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(173 - 124) + chr(0b110100) + chr(0b100010 + 0o22), 59153 - 59145), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b111 + 0o53) + chr(607 - 559) + '\062', 16602 - 16594), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b10011 + 0o134) + chr(0b10011 + 0o36) + chr(0b110101) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(10520 - 10409) + chr(0b111 + 0o54) + chr(0b10110 + 0o32) + chr(0b1111 + 0o41), 0o10), ehT0Px3KOsy9(chr(48) + chr(12218 - 12107) + chr(541 - 491) + '\063' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x33' + chr(0b101000 + 0o14), 31398 - 31390), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\065' + chr(324 - 272), 0b1000), ehT0Px3KOsy9(chr(2183 - 2135) + chr(12013 - 11902) + '\062' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(59 - 11) + '\157' + chr(1356 - 1307) + '\x36' + chr(0b101 + 0o60), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110111) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(1690 - 1640) + chr(54) + chr(908 - 854), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\x36', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + chr(0b11110 + 0o24) + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1867 - 1817) + '\067' + chr(49), 0b1000), ehT0Px3KOsy9(chr(1305 - 1257) + '\157' + '\067' + chr(0b10 + 0o65), 53775 - 53767), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(556 - 507) + '\064' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101) + chr(0b110 + 0o55), 24752 - 24744), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1011011 + 0o24) + chr(0b1101 + 0o46) + chr(51) + '\062', 21055 - 21047), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b110011) + chr(0b110010) + chr(1035 - 980), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110001) + chr(1004 - 953), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(821 - 773) + chr(0b1101111) + chr(0b110011) + chr(54) + '\065', 54601 - 54593)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + '\065' + '\060', 45912 - 45904)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\x74' + chr(0b11100 + 0o112) + chr(45) + chr(0b100011 + 0o25)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def L_M0LZpuHTB7(oVre8I6UXc3b, HTak90t_SLN1, tCvlqDxqdKGd) -> None:
wogqG3zDpl9X = dw42UMwEDh0P(tCvlqDxqdKGd)
CPdEsc5O1sf7 = oVre8I6UXc3b.metrics_root + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6ts4\xfb_\x19\x95\x11\x81'), chr(100) + chr(101) + '\x63' + chr(7036 - 6925) + '\x64' + '\145')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + '\070')
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3bv\x02\xe6c\x14\x96\x03\x80'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))('\165' + '\x74' + chr(0b1011100 + 0o12) + chr(0b11000 + 0o25) + chr(0b1010 + 0o56)))(tag=CPdEsc5O1sf7, scalar_value=wogqG3zDpl9X, global_step=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._write_weight_histograms
|
def _write_weight_histograms(self, iteration:int)->None:
"Writes model weight histograms to Tensorboard."
self.hist_writer.write(model=self.learn.model, iteration=iteration, tbwriter=self.tbwriter)
|
python
|
def _write_weight_histograms(self, iteration:int)->None:
"Writes model weight histograms to Tensorboard."
self.hist_writer.write(model=self.learn.model, iteration=iteration, tbwriter=self.tbwriter)
|
[
"def",
"_write_weight_histograms",
"(",
"self",
",",
"iteration",
":",
"int",
")",
"->",
"None",
":",
"self",
".",
"hist_writer",
".",
"write",
"(",
"model",
"=",
"self",
".",
"learn",
".",
"model",
",",
"iteration",
"=",
"iteration",
",",
"tbwriter",
"=",
"self",
".",
"tbwriter",
")"
] |
Writes model weight histograms to Tensorboard.
|
[
"Writes",
"model",
"weight",
"histograms",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L63-L65
|
train
|
Writes model weight histograms to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(476 - 428) + '\x36', 0b1000), ehT0Px3KOsy9(chr(864 - 816) + '\x6f' + chr(0b110010) + chr(0b10000 + 0o45) + chr(2526 - 2472), 23585 - 23577), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(53) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(528 - 480) + chr(0b0 + 0o157) + chr(51) + chr(0b110100 + 0o2) + '\x37', 0o10), ehT0Px3KOsy9(chr(894 - 846) + chr(111) + chr(51) + '\061', 9911 - 9903), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(561 - 510), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7297 - 7186) + chr(1162 - 1112) + chr(0b110100) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(67 - 18) + '\x33', 7805 - 7797), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b101010 + 0o7) + chr(0b110000 + 0o6), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6883 - 6772) + chr(0b110001) + chr(1189 - 1140) + chr(689 - 640), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(1782 - 1733) + '\064', 0o10), ehT0Px3KOsy9(chr(304 - 256) + chr(8961 - 8850) + chr(49) + chr(0b110111) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + '\066' + '\065', 21273 - 21265), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110000 + 0o3) + chr(51) + '\x36', 19710 - 19702), ehT0Px3KOsy9(chr(0b110000) + chr(11676 - 11565) + chr(51) + chr(0b11010 + 0o26) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(643 - 593) + '\062' + chr(55), 19301 - 19293), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\066' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b100000 + 0o20) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2169 - 2119) + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + chr(0b100110 + 0o21) + chr(48), 59218 - 59210), ehT0Px3KOsy9('\060' + chr(11199 - 11088) + chr(0b110010) + '\x33' + chr(0b100100 + 0o20), 0b1000), ehT0Px3KOsy9('\060' + chr(10043 - 9932) + chr(49) + chr(0b100101 + 0o16) + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011111 + 0o20) + '\x32' + chr(0b110011) + chr(0b100001 + 0o22), 19681 - 19673), ehT0Px3KOsy9('\x30' + '\x6f' + chr(346 - 295) + chr(0b110011) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b11000 + 0o127) + chr(51) + chr(55) + chr(683 - 635), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(1370 - 1320) + '\x31' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b1101 + 0o44) + chr(2451 - 2401), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101011 + 0o10) + chr(0b110101) + chr(0b10011 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110000 + 0o7) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\x33' + chr(0b110100) + chr(2341 - 2291), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(0b110010) + '\060' + chr(0b110010), 63258 - 63250), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110 + 0o57) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1012 - 964) + chr(0b1101111) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(1501 - 1451) + chr(0b110011), 13791 - 13783), ehT0Px3KOsy9(chr(963 - 915) + '\157' + chr(0b10110 + 0o35) + chr(0b110101) + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + chr(7447 - 7336) + chr(0b11010 + 0o27) + chr(49) + '\060', 0o10), ehT0Px3KOsy9(chr(131 - 83) + '\x6f' + chr(50) + '\064' + chr(0b110011), 8), ehT0Px3KOsy9(chr(1219 - 1171) + '\157' + chr(0b10000 + 0o43) + chr(0b110101 + 0o0) + chr(0b110110), 8111 - 8103), ehT0Px3KOsy9(chr(339 - 291) + '\x6f' + chr(0b110001) + chr(0b110111) + chr(1864 - 1809), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11111 + 0o26) + chr(358 - 304), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1873 - 1825) + chr(0b11110 + 0o121) + '\065' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(101))('\165' + chr(12231 - 12115) + chr(102) + '\055' + chr(0b100110 + 0o22)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eCA4JX0aLFxN(oVre8I6UXc3b, HTak90t_SLN1) -> None:
xafqLlk3kkUe(oVre8I6UXc3b.hist_writer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1\xdcB\x83|'), chr(9292 - 9192) + chr(0b10110 + 0o117) + '\143' + chr(0b1101111) + chr(6291 - 6191) + chr(101))(chr(5519 - 5402) + chr(116) + chr(102) + chr(45) + '\070'))(model=xafqLlk3kkUe(oVre8I6UXc3b.learn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xe5\x1b\x81hq\xf9\xbe\xa9\x19\xc2J'), '\144' + chr(0b1011011 + 0o12) + chr(3278 - 3179) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1010011 + 0o41) + chr(0b1011001 + 0o15) + '\055' + chr(56))), iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\xcc\\\x85p\x7f\xc6\xf9'), '\x64' + '\145' + '\143' + '\x6f' + chr(7374 - 7274) + chr(5855 - 5754))('\165' + '\x74' + chr(0b11001 + 0o115) + chr(45) + '\x38')))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._write_scalar
|
def _write_scalar(self, name:str, scalar_value, iteration:int)->None:
"Writes single scalar value to Tensorboard."
tag = self.metrics_root + name
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=iteration)
|
python
|
def _write_scalar(self, name:str, scalar_value, iteration:int)->None:
"Writes single scalar value to Tensorboard."
tag = self.metrics_root + name
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=iteration)
|
[
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"_write_scalar",
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"self",
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"str",
",",
"scalar_value",
",",
"iteration",
":",
"int",
")",
"->",
"None",
":",
"tag",
"=",
"self",
".",
"metrics_root",
"+",
"name",
"self",
".",
"tbwriter",
".",
"add_scalar",
"(",
"tag",
"=",
"tag",
",",
"scalar_value",
"=",
"scalar_value",
",",
"global_step",
"=",
"iteration",
")"
] |
Writes single scalar value to Tensorboard.
|
[
"Writes",
"single",
"scalar",
"value",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L67-L70
|
train
|
Writes single scalar value to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(5625 - 5514) + chr(0b110011) + chr(53) + chr(50), 55692 - 55684), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + '\x31' + chr(283 - 231) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\x31' + chr(49) + chr(1914 - 1864), 12285 - 12277), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + '\x36' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7162 - 7051) + chr(1285 - 1236), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x34' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b1011 + 0o53) + chr(54), 46963 - 46955), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(482 - 433) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x37' + '\067', 0o10), ehT0Px3KOsy9(chr(450 - 402) + '\157' + chr(0b101100 + 0o5) + chr(707 - 659) + chr(0b110001 + 0o4), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b100111 + 0o13) + '\x35' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b101010 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(5213 - 5102) + '\x33' + chr(0b110000 + 0o3) + chr(55), 8935 - 8927), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + '\x37' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o51) + chr(0b110011) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(54) + chr(0b110110), 8), ehT0Px3KOsy9(chr(636 - 588) + '\157' + chr(0b110001) + '\x34' + chr(1831 - 1781), 53738 - 53730), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1000110 + 0o51) + chr(2251 - 2201) + chr(0b11000 + 0o30) + chr(0b110111), 27041 - 27033), ehT0Px3KOsy9('\x30' + chr(9891 - 9780) + chr(1561 - 1509) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(53) + chr(0b101 + 0o62), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x37' + '\x33', 0b1000), ehT0Px3KOsy9(chr(2253 - 2205) + chr(0b1100011 + 0o14) + chr(0b11101 + 0o25) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o24) + chr(0b110101) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\062' + chr(0b111 + 0o55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\065' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1100 + 0o47) + chr(0b110111) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x31' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\060' + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + chr(5518 - 5407) + '\063' + chr(51), 64260 - 64252), ehT0Px3KOsy9('\x30' + chr(6608 - 6497) + chr(0b100011 + 0o20) + chr(48) + chr(0b1110 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x36' + chr(1858 - 1809), 59780 - 59772), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(1013 - 960) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\x37' + chr(2552 - 2500), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(1993 - 1945) + chr(0b1010 + 0o46), 38810 - 38802), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100100 + 0o16) + '\x36' + chr(50), 18100 - 18092), ehT0Px3KOsy9(chr(274 - 226) + chr(111) + '\x33' + chr(0b110 + 0o53) + chr(0b110110), 51934 - 51926), ehT0Px3KOsy9(chr(0b110000) + chr(8068 - 7957) + chr(0b11101 + 0o26) + chr(461 - 410) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\066' + chr(0b110101), 11572 - 11564), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(55), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(7993 - 7882) + chr(433 - 380) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4'), '\144' + chr(0b1100101) + '\143' + chr(248 - 137) + chr(1371 - 1271) + '\x65')(chr(0b1 + 0o164) + chr(0b101010 + 0o112) + '\146' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Nqh8zzUUQnwL(oVre8I6UXc3b, AIvJRzLdDfgF, wogqG3zDpl9X, HTak90t_SLN1) -> None:
CPdEsc5O1sf7 = oVre8I6UXc3b.metrics_root + AIvJRzLdDfgF
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\x03.msbC\x9anM'), '\x64' + chr(0b1001100 + 0o31) + chr(0b1100011) + chr(111) + chr(0b110001 + 0o63) + chr(101))(chr(12993 - 12876) + chr(0b100100 + 0o120) + chr(0b1100110) + chr(45) + '\070'))(tag=CPdEsc5O1sf7, scalar_value=wogqG3zDpl9X, global_step=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter._write_metrics
|
def _write_metrics(self, iteration:int, last_metrics:MetricsList, start_idx:int=2)->None:
"Writes training metrics to Tensorboard."
recorder = self.learn.recorder
for i, name in enumerate(recorder.names[start_idx:]):
if last_metrics is None or len(last_metrics) < i+1: return
scalar_value = last_metrics[i]
self._write_scalar(name=name, scalar_value=scalar_value, iteration=iteration)
|
python
|
def _write_metrics(self, iteration:int, last_metrics:MetricsList, start_idx:int=2)->None:
"Writes training metrics to Tensorboard."
recorder = self.learn.recorder
for i, name in enumerate(recorder.names[start_idx:]):
if last_metrics is None or len(last_metrics) < i+1: return
scalar_value = last_metrics[i]
self._write_scalar(name=name, scalar_value=scalar_value, iteration=iteration)
|
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")"
] |
Writes training metrics to Tensorboard.
|
[
"Writes",
"training",
"metrics",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L73-L79
|
train
|
Writes training metrics to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\x33' + '\x34', 57758 - 57750), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(1374 - 1263) + chr(529 - 478) + chr(0b110011) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4350 - 4239) + chr(0b100111 + 0o14) + chr(124 - 75) + chr(2109 - 2059), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10010 + 0o41) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(189 - 141) + chr(0b1101111) + chr(769 - 718) + '\x36' + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(50) + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(1113 - 1064) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(55) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + '\066' + chr(0b1 + 0o61), 52061 - 52053), ehT0Px3KOsy9(chr(440 - 392) + chr(3315 - 3204) + chr(442 - 392) + chr(2927 - 2872) + chr(0b11001 + 0o32), 0b1000), ehT0Px3KOsy9(chr(1741 - 1693) + chr(111) + chr(0b110101) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(48) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6208 - 6097) + chr(0b11010 + 0o27) + '\x34' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111010 + 0o65) + chr(0b110010) + chr(55) + chr(2148 - 2098), 8), ehT0Px3KOsy9(chr(288 - 240) + chr(111) + '\062' + '\061' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(413 - 365) + chr(0b110110 + 0o71) + chr(0b110010) + '\066' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b1111 + 0o50) + chr(0b0 + 0o60), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100101 + 0o15) + chr(2391 - 2337) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + '\x32' + chr(0b10100 + 0o35) + chr(1705 - 1653), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b11100 + 0o123) + chr(0b10001 + 0o40) + chr(0b1000 + 0o50) + chr(1311 - 1257), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(8432 - 8321) + chr(2525 - 2474) + chr(0b110000) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11001 + 0o32) + chr(947 - 892) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110000) + chr(1152 - 1100), 0o10), ehT0Px3KOsy9('\060' + chr(1375 - 1264) + chr(0b1111 + 0o43) + chr(0b100110 + 0o21) + chr(0b100111 + 0o13), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x31' + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(0b110001) + chr(0b110001) + '\062', 8), ehT0Px3KOsy9('\x30' + chr(7691 - 7580) + chr(0b11001 + 0o36) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11000 + 0o32) + chr(54) + chr(1423 - 1372), 8), ehT0Px3KOsy9(chr(48) + chr(491 - 380) + chr(0b10 + 0o61) + chr(51) + '\065', 0b1000), ehT0Px3KOsy9(chr(2277 - 2229) + chr(0b1101111) + chr(0b100000 + 0o22) + chr(51) + chr(2018 - 1966), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b101100 + 0o5) + chr(0b110100) + chr(0b110110), 27280 - 27272), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(52) + chr(0b110111), 25463 - 25455), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8912 - 8801) + chr(50) + chr(52) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10000 + 0o45) + '\x37', 0o10), ehT0Px3KOsy9(chr(325 - 277) + '\x6f' + '\x33' + '\066' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(2600 - 2489) + '\x32' + chr(0b110101) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(379 - 329) + chr(0b110010) + chr(55), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + '\065' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'r'), chr(4601 - 4501) + '\x65' + chr(99) + '\x6f' + chr(0b1001101 + 0o27) + chr(0b100001 + 0o104))('\165' + '\x74' + chr(0b101000 + 0o76) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KDrSlfJoZP_f(oVre8I6UXc3b, HTak90t_SLN1, vj7v6alGA3el, NOt5Gkf5z9g4=ehT0Px3KOsy9('\060' + chr(111) + chr(510 - 460), 57226 - 57218)) -> None:
K4tvpN0JS5fF = oVre8I6UXc3b.learn.recorder
for (WVxHKyX45z_L, AIvJRzLdDfgF) in YlkZvXL8qwsX(xafqLlk3kkUe(K4tvpN0JS5fF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\xba\xa4\xb8\xc0=\x10\x8dB\xfcO\xf3'), chr(0b100010 + 0o102) + chr(0b1011001 + 0o14) + chr(0b1100011) + '\x6f' + chr(0b101111 + 0o65) + '\145')('\165' + chr(0b1110100) + '\x66' + '\x2d' + chr(56)))[NOt5Gkf5z9g4:]):
if vj7v6alGA3el is None or c2A0yzQpDQB3(vj7v6alGA3el) < WVxHKyX45z_L + ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001), ord("\x08")):
return
wogqG3zDpl9X = vj7v6alGA3el[WVxHKyX45z_L]
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\xae\xb8\x83\x850\x15\xc9Q\xdaG\xe0\x10'), '\144' + '\x65' + '\143' + '\157' + chr(5832 - 5732) + chr(0b1100101))('\165' + chr(116) + chr(4647 - 4545) + '\055' + '\070'))(name=AIvJRzLdDfgF, scalar_value=wogqG3zDpl9X, iteration=HTak90t_SLN1)
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