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fastai/fastai
|
fastai/script.py
|
call_plac
|
def call_plac(f):
"Decorator to create a simple CLI from `func` using `plac`"
name = inspect.currentframe().f_back.f_globals['__name__']
if name == '__main__':
import plac
res = plac.call(f)
if callable(res): res()
else: return f
|
python
|
def call_plac(f):
"Decorator to create a simple CLI from `func` using `plac`"
name = inspect.currentframe().f_back.f_globals['__name__']
if name == '__main__':
import plac
res = plac.call(f)
if callable(res): res()
else: return f
|
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Decorator to create a simple CLI from `func` using `plac`
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/script.py#L43-L50
|
train
|
Decorator to create a simple CLI from func using plac
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\065' + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\061' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + chr(959 - 908) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\065' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(366 - 317) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b111 + 0o52) + '\x33' + chr(2053 - 1998), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110100) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(654 - 606) + chr(5014 - 4903) + chr(53) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(11987 - 11876) + chr(0b10 + 0o63), 57553 - 57545), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\062' + chr(0b11000 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11 + 0o60), 0o10), ehT0Px3KOsy9(chr(1077 - 1029) + chr(111) + '\x31' + '\061' + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + '\067', 51686 - 51678), ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + chr(0b110010) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\x34' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(443 - 395) + chr(0b1101111) + chr(54) + chr(663 - 610), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(792 - 742) + chr(0b110110) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b110 + 0o57) + chr(49), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(119 - 69) + chr(1134 - 1082) + chr(1563 - 1509), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\061' + chr(0b110000), 25867 - 25859), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x34' + '\x31', 0o10), ehT0Px3KOsy9(chr(95 - 47) + '\157' + chr(51) + chr(399 - 348) + chr(0b10110 + 0o34), 54532 - 54524), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(51) + chr(0b1101 + 0o50) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b1011 + 0o51) + chr(54), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(51) + chr(283 - 233), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + '\061' + '\063', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b10000 + 0o43) + chr(54) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3296 - 3185) + chr(0b100 + 0o57) + chr(0b11111 + 0o23) + chr(0b101010 + 0o12), 24740 - 24732), ehT0Px3KOsy9('\060' + chr(1895 - 1784) + chr(0b100110 + 0o15) + chr(550 - 498) + chr(1896 - 1846), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(1706 - 1651) + chr(48), 58270 - 58262), ehT0Px3KOsy9('\060' + chr(8464 - 8353) + '\x33' + chr(1636 - 1588) + chr(0b100010 + 0o16), 43204 - 43196), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(343 - 294) + '\065', 0o10), ehT0Px3KOsy9(chr(1078 - 1030) + '\x6f' + chr(1352 - 1303) + '\065' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(6376 - 6265) + chr(1943 - 1892) + chr(1768 - 1715) + chr(878 - 825), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + '\x37', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(1770 - 1717) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'E'), chr(0b1100100) + chr(5146 - 5045) + '\143' + chr(3615 - 3504) + chr(0b1010000 + 0o24) + '\x65')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def _i2dEL5NptL5(EGyt1xfPT1P6):
AIvJRzLdDfgF = kzXqv8ZZwm75.currentframe().f_back.f_globals[xafqLlk3kkUe(SXOLrMavuUCe(b'4\xd3\xaaIg:\xb9t'), '\x64' + chr(0b1 + 0o144) + chr(5559 - 5460) + chr(0b1100010 + 0o15) + chr(0b1100100) + chr(4604 - 4503))(chr(1694 - 1577) + chr(0b110100 + 0o100) + chr(0b1100001 + 0o5) + chr(0b101101) + '\070')]
if AIvJRzLdDfgF == xafqLlk3kkUe(SXOLrMavuUCe(b'4\xd3\xa9Ic1\xb9t'), chr(9072 - 8972) + chr(2751 - 2650) + chr(3214 - 3115) + chr(0b1101111) + chr(0b1100100) + chr(0b1100010 + 0o3))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(0b10 + 0o53) + '\070'):
(TaPuGEaJNX0L,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\xe0\xa5K'), '\x64' + chr(2330 - 2229) + '\143' + '\x6f' + chr(100) + chr(9553 - 9452))(chr(0b1110101) + '\x74' + '\146' + chr(45) + chr(2483 - 2427))),)
MsbwfslwLjRO = TaPuGEaJNX0L.call(EGyt1xfPT1P6)
if tzcpInYwBvYW(MsbwfslwLjRO):
MsbwfslwLjRO()
else:
return EGyt1xfPT1P6
|
fastai/fastai
|
old/fastai/text.py
|
numericalize_tok
|
def numericalize_tok(tokens, max_vocab=50000, min_freq=0, unk_tok="_unk_", pad_tok="_pad_", bos_tok="_bos_", eos_tok="_eos_"):
"""Takes in text tokens and returns int2tok and tok2int converters
Arguments:
tokens(list): List of tokens. Can be a list of strings, or a list of lists of strings.
max_vocab(int): Number of tokens to return in the vocab (sorted by frequency)
min_freq(int): Minimum number of instances a token must be present in order to be preserved.
unk_tok(str): Token to use when unknown tokens are encountered in the source text.
pad_tok(str): Token to use when padding sequences.
"""
if isinstance(tokens, str):
raise ValueError("Expected to receive a list of tokens. Received a string instead")
if isinstance(tokens[0], list):
tokens = [p for o in tokens for p in o]
freq = Counter(tokens)
int2tok = [o for o,c in freq.most_common(max_vocab) if c>min_freq]
unk_id = 3
int2tok.insert(0, bos_tok)
int2tok.insert(1, pad_tok)
int2tok.insert(2, eos_tok)
int2tok.insert(unk_id, unk_tok)
tok2int = collections.defaultdict(lambda:unk_id, {v:k for k,v in enumerate(int2tok)})
return int2tok, tok2int
|
python
|
def numericalize_tok(tokens, max_vocab=50000, min_freq=0, unk_tok="_unk_", pad_tok="_pad_", bos_tok="_bos_", eos_tok="_eos_"):
"""Takes in text tokens and returns int2tok and tok2int converters
Arguments:
tokens(list): List of tokens. Can be a list of strings, or a list of lists of strings.
max_vocab(int): Number of tokens to return in the vocab (sorted by frequency)
min_freq(int): Minimum number of instances a token must be present in order to be preserved.
unk_tok(str): Token to use when unknown tokens are encountered in the source text.
pad_tok(str): Token to use when padding sequences.
"""
if isinstance(tokens, str):
raise ValueError("Expected to receive a list of tokens. Received a string instead")
if isinstance(tokens[0], list):
tokens = [p for o in tokens for p in o]
freq = Counter(tokens)
int2tok = [o for o,c in freq.most_common(max_vocab) if c>min_freq]
unk_id = 3
int2tok.insert(0, bos_tok)
int2tok.insert(1, pad_tok)
int2tok.insert(2, eos_tok)
int2tok.insert(unk_id, unk_tok)
tok2int = collections.defaultdict(lambda:unk_id, {v:k for k,v in enumerate(int2tok)})
return int2tok, tok2int
|
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Takes in text tokens and returns int2tok and tok2int converters
Arguments:
tokens(list): List of tokens. Can be a list of strings, or a list of lists of strings.
max_vocab(int): Number of tokens to return in the vocab (sorted by frequency)
min_freq(int): Minimum number of instances a token must be present in order to be preserved.
unk_tok(str): Token to use when unknown tokens are encountered in the source text.
pad_tok(str): Token to use when padding sequences.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/text.py#L19-L41
|
train
|
Takes in text tokens and returns int2tok and tok2int converters
|
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(0b10010 + 0o42) + chr(0b11111 + 0o24), 14677 - 14669), ehT0Px3KOsy9('\x30' + chr(1583 - 1472) + chr(320 - 271) + '\064' + chr(0b101000 + 0o14), 11427 - 11419), ehT0Px3KOsy9(chr(1619 - 1571) + chr(111) + chr(0b110010) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(581 - 533) + chr(0b1001110 + 0o41) + '\x32' + chr(1310 - 1260) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(5953 - 5842) + chr(1668 - 1619) + '\062' + chr(0b10 + 0o61), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1726 - 1676) + '\x32' + chr(49), 3108 - 3100), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(1642 - 1591) + chr(51) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\060' + chr(0b100011 + 0o16), 26373 - 26365), ehT0Px3KOsy9(chr(0b110000) + chr(4586 - 4475) + '\063' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1111 + 0o140) + chr(0b10101 + 0o36) + '\x32' + chr(0b101010 + 0o13), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x37' + '\x34', 18018 - 18010), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110101), 60471 - 60463), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x30' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b110100) + chr(1282 - 1230), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b11100 + 0o31) + chr(0b110 + 0o57), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5866 - 5755) + '\x31' + '\x37' + '\x31', 58353 - 58345), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + '\x32' + chr(2180 - 2130) + chr(50), 2449 - 2441), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(48) + chr(0b110111), 17619 - 17611), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1394 - 1345) + chr(49) + '\060', 51230 - 51222), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1812 - 1764) + chr(111) + chr(0b110011) + '\061' + chr(0b11111 + 0o23), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b100 + 0o61) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x30' + chr(2553 - 2499), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + '\061' + chr(0b110001) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\063' + chr(0b10 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110110) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1110 + 0o43) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(1120 - 1009) + '\x33' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(2016 - 1961) + '\x30', 61981 - 61973), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(3153 - 3042) + '\061' + chr(0b1011 + 0o52) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7863 - 7752) + '\061' + chr(739 - 684), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x37' + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1111 + 0o42) + chr(928 - 875) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(101 - 51) + chr(49) + chr(236 - 186), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(55) + chr(0b101100 + 0o13), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + '\x31' + chr(1571 - 1522) + chr(886 - 837), 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b10 + 0o155) + '\062' + '\x34' + chr(369 - 316), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110 + 0o57) + chr(0b110110), 62070 - 62062)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(48), 34844 - 34836)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(100) + '\145' + chr(99) + '\157' + chr(2473 - 2373) + chr(0b110 + 0o137))(chr(117) + chr(0b1101101 + 0o7) + '\146' + chr(0b11110 + 0o17) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lqwTcijYqrMl(Sz7tXxaCGqJ1, hzqlhMgV0BHy=ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + '\x31' + chr(52) + chr(0b10110 + 0o33) + '\x35' + chr(0b1110 + 0o44) + '\x30', 0b1000), ctbXGxB825kA=ehT0Px3KOsy9('\060' + chr(9980 - 9869) + chr(0b110000), 0b1000), pCRo1Y8biU6V=xafqLlk3kkUe(SXOLrMavuUCe(b'|\x11yj\xcb'), '\x64' + chr(101) + '\143' + chr(0b110110 + 0o71) + '\x64' + chr(6292 - 6191))('\165' + chr(116) + chr(0b1100100 + 0o2) + chr(0b11001 + 0o24) + chr(0b1111 + 0o51)), hwZPRzul5ZRA=xafqLlk3kkUe(SXOLrMavuUCe(b'|\x14ve\xcb'), chr(174 - 74) + chr(5709 - 5608) + chr(0b1001100 + 0o27) + '\157' + chr(0b1 + 0o143) + chr(0b1001110 + 0o27))(chr(0b110 + 0o157) + chr(0b10111 + 0o135) + chr(0b110111 + 0o57) + chr(0b0 + 0o55) + chr(2153 - 2097)), K5xJHPx3druP=xafqLlk3kkUe(SXOLrMavuUCe(b'|\x06xr\xcb'), chr(0b111100 + 0o50) + chr(0b11011 + 0o112) + chr(3581 - 3482) + chr(5917 - 5806) + chr(100) + chr(101))(chr(0b10011 + 0o142) + chr(0b1101101 + 0o7) + chr(102) + chr(0b101101) + '\070'), WVXo5y6XALHp=xafqLlk3kkUe(SXOLrMavuUCe(b'|\x01xr\xcb'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')('\x75' + '\x74' + '\x66' + chr(45) + '\070')):
if PlSM16l2KDPD(Sz7tXxaCGqJ1, M8_cKLkHVB2V):
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'f\x1cgd\xf7\'\xf4\xba\xe1j\xba\x9c\x7f\'\xc7\xc8\x10\xe4"hA\xea\xc3\xaf:\xe8\xfd\xdch;\xcc\x06d\xdd\x02\xf9\xd1i\xf7\xcb@\x01~w\xf17\xb1\xbf\xe1m\xa1\xced,\xc3\x8d\x10\xfc4<E\xab\xcb'), '\144' + chr(0b110 + 0o137) + '\143' + chr(111) + chr(0b1100100) + chr(0b11100 + 0o111))('\x75' + chr(116) + chr(1990 - 1888) + chr(0b10111 + 0o26) + '\x38'))
if PlSM16l2KDPD(Sz7tXxaCGqJ1[ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(5151 - 5040) + chr(48), 8)], YyaZ4tpXu4lf):
Sz7tXxaCGqJ1 = [UyakMW2IMFEj for gb6ab8SSTLgq in Sz7tXxaCGqJ1 for UyakMW2IMFEj in gb6ab8SSTLgq]
ha8aTvyciPGb = T75YCkBBa7BE(Sz7tXxaCGqJ1)
w48eDHzsyFxz = [gb6ab8SSTLgq for (gb6ab8SSTLgq, qzn1Ctg9WgNh) in ha8aTvyciPGb.most_common(hzqlhMgV0BHy) if qzn1Ctg9WgNh > ctbXGxB825kA]
MbyY6HH_2JD0 = ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100100 + 0o17), ord("\x08"))
xafqLlk3kkUe(w48eDHzsyFxz, xafqLlk3kkUe(SXOLrMavuUCe(b"J\ndd\xe6'"), chr(100) + chr(0b10110 + 0o117) + chr(0b1100 + 0o127) + '\157' + chr(0b1100100) + chr(101))(chr(117) + chr(0b10 + 0o162) + chr(9051 - 8949) + chr(0b100000 + 0o15) + '\x38'))(ehT0Px3KOsy9('\x30' + chr(7221 - 7110) + chr(0b110000), 8), K5xJHPx3druP)
xafqLlk3kkUe(w48eDHzsyFxz, xafqLlk3kkUe(SXOLrMavuUCe(b"J\ndd\xe6'"), chr(0b1100100) + chr(1493 - 1392) + chr(99) + '\x6f' + chr(100) + chr(3462 - 3361))(chr(4542 - 4425) + chr(0b1110100) + chr(6645 - 6543) + chr(0b101101) + chr(465 - 409)))(ehT0Px3KOsy9(chr(48) + chr(11616 - 11505) + chr(0b110001 + 0o0), 8), hwZPRzul5ZRA)
xafqLlk3kkUe(w48eDHzsyFxz, xafqLlk3kkUe(SXOLrMavuUCe(b"J\ndd\xe6'"), '\x64' + chr(101) + chr(0b1010010 + 0o21) + chr(111) + chr(100) + chr(0b1100101))(chr(2716 - 2599) + '\x74' + '\146' + chr(0b101100 + 0o1) + chr(0b1110 + 0o52)))(ehT0Px3KOsy9('\060' + '\x6f' + chr(1071 - 1021), 15565 - 15557), WVXo5y6XALHp)
xafqLlk3kkUe(w48eDHzsyFxz, xafqLlk3kkUe(SXOLrMavuUCe(b"J\ndd\xe6'"), chr(100) + chr(7957 - 7856) + chr(0b1100001 + 0o2) + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + chr(0b1110100) + chr(5360 - 5258) + chr(0b101101) + chr(2742 - 2686)))(MbyY6HH_2JD0, pCRo1Y8biU6V)
LBQlqBJnbvr2 = FGhnnwoh1Dd8.defaultdict(lambda : MbyY6HH_2JD0, {cMbll0QYhULo: OolUPRJhRaJd for (OolUPRJhRaJd, cMbll0QYhULo) in YlkZvXL8qwsX(w48eDHzsyFxz)})
return (w48eDHzsyFxz, LBQlqBJnbvr2)
|
fastai/fastai
|
fastai/text/models/qrnn.py
|
QRNN.reset
|
def reset(self):
"If your convolutional window is greater than 1 and you save previous xs, you must reset at the beginning of each new sequence."
for layer in self.layers: layer.reset()
if self.bidirectional:
for layer in self.layers_bwd: layer.reset()
|
python
|
def reset(self):
"If your convolutional window is greater than 1 and you save previous xs, you must reset at the beginning of each new sequence."
for layer in self.layers: layer.reset()
if self.bidirectional:
for layer in self.layers_bwd: layer.reset()
|
[
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"self",
".",
"layers",
":",
"layer",
".",
"reset",
"(",
")",
"if",
"self",
".",
"bidirectional",
":",
"for",
"layer",
"in",
"self",
".",
"layers_bwd",
":",
"layer",
".",
"reset",
"(",
")"
] |
If your convolutional window is greater than 1 and you save previous xs, you must reset at the beginning of each new sequence.
|
[
"If",
"your",
"convolutional",
"window",
"is",
"greater",
"than",
"1",
"and",
"you",
"save",
"previous",
"xs",
"you",
"must",
"reset",
"at",
"the",
"beginning",
"of",
"each",
"new",
"sequence",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/models/qrnn.py#L148-L152
|
train
|
If your convolutional window is greater than 1 you must reset at the beginning of each new sequence.
|
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(585 - 536) + chr(0b1 + 0o66) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(50) + chr(0b11110 + 0o27) + '\064', 32993 - 32985), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(50) + chr(48) + chr(1706 - 1656), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2001 - 1950) + chr(0b110000 + 0o5) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + '\x34' + chr(0b110001), 14171 - 14163), ehT0Px3KOsy9(chr(48) + chr(9627 - 9516) + chr(2377 - 2327) + chr(1457 - 1403) + chr(0b11001 + 0o31), 19037 - 19029), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b110101 + 0o72) + '\062' + '\x35' + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + chr(536 - 486) + chr(0b110111) + chr(0b111 + 0o53), 0b1000), ehT0Px3KOsy9('\x30' + chr(1839 - 1728) + chr(0b110001) + chr(618 - 570) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110011) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b110011 + 0o0) + '\066' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(2257 - 2146) + chr(0b110011) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(0b110 + 0o53) + '\064' + '\x33', 57093 - 57085), ehT0Px3KOsy9('\060' + chr(3482 - 3371) + '\x33' + '\x37' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1903 - 1855) + chr(7444 - 7333) + chr(51) + chr(612 - 557) + chr(2286 - 2231), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1618 - 1507) + '\x33' + chr(50) + chr(2682 - 2628), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + chr(0b11100 + 0o27) + '\x34' + '\061', 15835 - 15827), ehT0Px3KOsy9(chr(1504 - 1456) + chr(6610 - 6499) + '\x33' + '\060' + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10531 - 10420) + chr(313 - 260) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(282 - 234) + chr(0b1101111) + chr(0b110110) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(70 - 22) + '\x6f' + chr(1218 - 1166), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(1721 - 1670), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1011 + 0o46) + chr(0b110110) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b11000 + 0o31) + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110010) + '\062', 40342 - 40334), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\067' + '\062', 8), ehT0Px3KOsy9(chr(2044 - 1996) + chr(0b1101111) + '\x35' + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1110 + 0o45) + chr(2596 - 2545) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10101 + 0o36) + '\067' + chr(0b101001 + 0o16), 8), ehT0Px3KOsy9(chr(151 - 103) + chr(111) + '\x33' + chr(1737 - 1685) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x34' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(618 - 567) + chr(52) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(379 - 331) + chr(0b100010 + 0o115) + chr(50) + chr(0b110000) + chr(1766 - 1711), 56057 - 56049), ehT0Px3KOsy9(chr(2164 - 2116) + chr(6338 - 6227) + chr(0b11011 + 0o30) + chr(51) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(2812 - 2701) + chr(644 - 593) + chr(0b10 + 0o60) + chr(879 - 827), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9(chr(944 - 896) + '\157' + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x30' + chr(0b110010 + 0o1), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4080 - 3969) + chr(50) + '\063' + '\064', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1000011 + 0o54) + chr(0b110101) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'T'), chr(0b1100100) + chr(4765 - 4664) + '\x63' + '\x6f' + chr(3380 - 3280) + '\x65')('\x75' + chr(4657 - 4541) + chr(0b11001 + 0o115) + chr(45) + chr(0b1110 + 0o52)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def G0V856pwkJmZ(oVre8I6UXc3b):
for wgamNHppspXj in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xcd\xfb\x8dS\xc1'), chr(8529 - 8429) + '\x65' + '\x63' + chr(0b1101111) + chr(9347 - 9247) + chr(101))('\x75' + chr(11899 - 11783) + '\x66' + chr(765 - 720) + chr(0b111000))):
xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xc9\xf1\x8dU'), '\144' + chr(0b1100101) + chr(0b1011111 + 0o4) + chr(111) + chr(100) + '\x65')('\x75' + '\164' + chr(0b1100110) + chr(1748 - 1703) + chr(0b111000)))()
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xc5\xe6\x81S\xd7\xc9\xce.2\x9b|\x0f'), chr(100) + '\145' + chr(0b1010100 + 0o17) + chr(0b1101000 + 0o7) + chr(0b1100100) + chr(0b1100101))(chr(0b1011101 + 0o30) + '\164' + chr(937 - 835) + '\055' + chr(56))):
for wgamNHppspXj in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xcd\xfb\x8dS\xc1\xf5\xd809'), chr(0b1100100) + chr(4981 - 4880) + chr(99) + '\x6f' + chr(0b1101 + 0o127) + '\145')('\x75' + chr(0b1110100) + chr(0b1110 + 0o130) + chr(0b101101) + chr(0b111000))):
xafqLlk3kkUe(wgamNHppspXj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xc9\xf1\x8dU'), chr(7354 - 7254) + chr(0b1100101 + 0o0) + '\x63' + '\x6f' + chr(2318 - 2218) + chr(1212 - 1111))(chr(0b1110101) + chr(0b1011110 + 0o26) + '\146' + chr(1948 - 1903) + chr(0b111000)))()
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
start_new_kernel
|
def start_new_kernel(startup_timeout=60, kernel_name='python', **kwargs):
"""Start a new kernel, and return its Manager and Client"""
logger.debug('Starting new kernel: "%s"' % kernel_name)
km = KernelManager(kernel_name=kernel_name,
kernel_spec_manager=NbvalKernelspecManager())
km.start_kernel(**kwargs)
kc = km.client()
kc.start_channels()
try:
kc.wait_for_ready(timeout=startup_timeout)
except RuntimeError:
logger.exception('Failure starting kernel "%s"', kernel_name)
kc.stop_channels()
km.shutdown_kernel()
raise
return km, kc
|
python
|
def start_new_kernel(startup_timeout=60, kernel_name='python', **kwargs):
"""Start a new kernel, and return its Manager and Client"""
logger.debug('Starting new kernel: "%s"' % kernel_name)
km = KernelManager(kernel_name=kernel_name,
kernel_spec_manager=NbvalKernelspecManager())
km.start_kernel(**kwargs)
kc = km.client()
kc.start_channels()
try:
kc.wait_for_ready(timeout=startup_timeout)
except RuntimeError:
logger.exception('Failure starting kernel "%s"', kernel_name)
kc.stop_channels()
km.shutdown_kernel()
raise
return km, kc
|
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] |
Start a new kernel, and return its Manager and Client
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L48-L64
|
train
|
Start a new kernel and return its Manager and Client
|
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(1885 - 1835) + chr(0b10 + 0o63) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + chr(0b0 + 0o61) + chr(0b100 + 0o62) + chr(2189 - 2140), 60847 - 60839), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11000 + 0o33) + chr(101 - 48) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\063' + chr(0b11011 + 0o34), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b1111 + 0o47) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(214 - 164) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(1803 - 1692) + chr(0b110010 + 0o1) + chr(0b1101 + 0o44) + chr(0b110 + 0o52), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x35' + chr(1432 - 1382), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7618 - 7507) + chr(53) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1512 - 1463) + '\064' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(2934 - 2823) + chr(50) + chr(48), 4523 - 4515), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o44) + '\x34' + chr(0b100111 + 0o13), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\062' + chr(0b101001 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(48) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110110) + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b100101 + 0o16) + chr(1125 - 1071) + chr(0b100011 + 0o21), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(54) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b10100 + 0o35) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1279 - 1231) + chr(8751 - 8640) + chr(51) + chr(0b100111 + 0o13) + chr(0b11101 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110111) + chr(53), 37670 - 37662), ehT0Px3KOsy9(chr(48) + chr(12012 - 11901) + '\x31' + chr(55) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(390 - 339) + '\060' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + '\x32' + '\x37' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4157 - 4046) + chr(0b101011 + 0o10) + chr(54) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1927 - 1879) + chr(5117 - 5006) + chr(0b110001 + 0o1) + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\066', 10529 - 10521), ehT0Px3KOsy9(chr(1619 - 1571) + chr(0b111001 + 0o66) + chr(0b101101 + 0o6) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110111) + chr(0b10101 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11000 + 0o33) + chr(235 - 182) + '\061', 0b1000), ehT0Px3KOsy9(chr(143 - 95) + '\x6f' + '\x32' + '\064' + chr(1918 - 1870), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10483 - 10372) + chr(0b101 + 0o55) + chr(49) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b0 + 0o61) + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1001111 + 0o40) + chr(51) + '\067' + '\x37', 53065 - 53057), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\061' + chr(0b110011) + chr(55), 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(0b110000 + 0o2) + chr(0b110110) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(928 - 879) + '\x31' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1100110 + 0o11) + chr(0b1111 + 0o43) + '\065' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(51) + chr(55), 0o10), ehT0Px3KOsy9(chr(1829 - 1781) + '\157' + '\063' + chr(0b100000 + 0o27) + chr(0b1000 + 0o50), 59061 - 59053), ehT0Px3KOsy9('\x30' + chr(256 - 145) + '\x33' + '\x31' + '\065', 4141 - 4133)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b110101) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x85'), chr(614 - 514) + '\x65' + '\143' + '\x6f' + chr(0b100101 + 0o77) + chr(101))(chr(117) + chr(0b111001 + 0o73) + chr(0b1100110) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ODGX4YL29ZiF(aiSyJSNvhoLq=ehT0Px3KOsy9('\x30' + '\157' + chr(1869 - 1814) + chr(0b1101 + 0o47), ord("\x08")), f6zfDoLzsdis=xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\x08\x997\x1a{'), chr(0b10100 + 0o120) + chr(0b1011011 + 0o12) + chr(0b1100011) + '\x6f' + chr(2830 - 2730) + '\x65')(chr(0b100110 + 0o117) + chr(0b1110100) + '\146' + '\055' + chr(1372 - 1316)), **M8EIoTs2GJXE):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\x14\x8f*\x12'), chr(100) + chr(6626 - 6525) + chr(0b1100011) + '\x6f' + chr(0b100011 + 0o101) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b101001 + 0o17)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8\x05\x8c-\x01|\xa6\x8d\x08\ru\xd5q)V\x86\x1c\xab\xbf\x87_\xe7\x9b\x83\xad'), '\144' + '\145' + chr(9208 - 9109) + chr(12010 - 11899) + '\144' + '\x65')('\x75' + chr(0b1110100) + '\146' + '\x2d' + chr(56)) % f6zfDoLzsdis)
vImni4qpkRXA = C4c6Ov3K0JP8(kernel_name=f6zfDoLzsdis, kernel_spec_manager=nkDgUnEh0_lD())
xafqLlk3kkUe(vImni4qpkRXA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x05\x8c-\x01J\xa3\x8fZ\ru\xce'), chr(0b1000011 + 0o41) + '\145' + chr(7460 - 7361) + '\x6f' + chr(504 - 404) + chr(0b1100101))(chr(0b1110101) + chr(1612 - 1496) + chr(3239 - 3137) + chr(0b101000 + 0o5) + '\070'))(**M8EIoTs2GJXE)
mh29MzlizALk = vImni4qpkRXA.client()
xafqLlk3kkUe(mh29MzlizALk, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x05\x8c-\x01J\xab\x82I\r~\xc7=1'), chr(0b1100100) + chr(7964 - 7863) + chr(831 - 732) + chr(111) + chr(556 - 456) + '\145')(chr(0b1101110 + 0o7) + chr(0b1110100) + chr(102) + chr(806 - 761) + '\x38'))()
try:
xafqLlk3kkUe(mh29MzlizALk, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\x10\x84+*s\xa7\x98w\x11u\xc35;'), chr(0b1100100) + chr(101) + chr(9437 - 9338) + chr(0b1010110 + 0o31) + chr(0b1001010 + 0o32) + chr(0b1111 + 0o126))(chr(0b100010 + 0o123) + chr(116) + chr(6395 - 6293) + chr(1713 - 1668) + chr(0b111000)))(timeout=aiSyJSNvhoLq)
except n0ZkatoveZpF:
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\t\x8e:\x05a\xa1\x85F'), chr(0b11000 + 0o114) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b11010 + 0o113))('\165' + chr(0b1110100) + '\x66' + chr(45) + chr(2438 - 2382)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x10\x843\x00g\xad\xca[\x17q\xd0%+]\x93R\xa5\xb6\xcf\x11\xa0\xd2\xd0\xad+j\x1f'), chr(0b100101 + 0o77) + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(0b1100101))('\165' + chr(0b1001011 + 0o51) + chr(0b100011 + 0o103) + chr(0b101101) + '\x38'), f6zfDoLzsdis)
xafqLlk3kkUe(mh29MzlizALk, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\x05\x82/*v\xa0\x8bF\ru\xce"'), chr(4676 - 4576) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100 + 0o0) + '\x65')('\x75' + chr(0b1110000 + 0o4) + chr(3495 - 3393) + '\x2d' + '\x38'))()
xafqLlk3kkUe(vImni4qpkRXA, xafqLlk3kkUe(SXOLrMavuUCe(b"\xd8\x19\x98+\x11z\xbf\x84w\x08u\xd0?'_"), chr(0b1100100) + chr(101) + '\x63' + chr(0b10111 + 0o130) + '\144' + '\x65')(chr(0b1110101) + chr(116) + '\146' + '\x2d' + chr(0b101010 + 0o16)))()
raise
return (vImni4qpkRXA, mh29MzlizALk)
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
NbvalKernelspecManager.get_kernel_spec
|
def get_kernel_spec(self, kernel_name):
"""Returns a :class:`KernelSpec` instance for the given kernel_name.
Raises :exc:`NoSuchKernel` if the given kernel name is not found.
"""
if kernel_name == CURRENT_ENV_KERNEL_NAME:
return self.kernel_spec_class(
resource_dir=ipykernel.kernelspec.RESOURCES,
**ipykernel.kernelspec.get_kernel_dict())
else:
return super(NbvalKernelspecManager, self).get_kernel_spec(kernel_name)
|
python
|
def get_kernel_spec(self, kernel_name):
"""Returns a :class:`KernelSpec` instance for the given kernel_name.
Raises :exc:`NoSuchKernel` if the given kernel name is not found.
"""
if kernel_name == CURRENT_ENV_KERNEL_NAME:
return self.kernel_spec_class(
resource_dir=ipykernel.kernelspec.RESOURCES,
**ipykernel.kernelspec.get_kernel_dict())
else:
return super(NbvalKernelspecManager, self).get_kernel_spec(kernel_name)
|
[
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"get_kernel_spec",
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"kernel_name",
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"CURRENT_ENV_KERNEL_NAME",
":",
"return",
"self",
".",
"kernel_spec_class",
"(",
"resource_dir",
"=",
"ipykernel",
".",
"kernelspec",
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"RESOURCES",
",",
"*",
"*",
"ipykernel",
".",
"kernelspec",
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")",
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"else",
":",
"return",
"super",
"(",
"NbvalKernelspecManager",
",",
"self",
")",
".",
"get_kernel_spec",
"(",
"kernel_name",
")"
] |
Returns a :class:`KernelSpec` instance for the given kernel_name.
Raises :exc:`NoSuchKernel` if the given kernel name is not found.
|
[
"Returns",
"a",
":",
"class",
":",
"KernelSpec",
"instance",
"for",
"the",
"given",
"kernel_name",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L35-L45
|
train
|
Returns a : class:`KernelSpec` instance for the given kernel name.
|
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(0b1101 + 0o142) + chr(0b1101 + 0o46) + '\061' + chr(0b110011), 4443 - 4435), ehT0Px3KOsy9('\x30' + chr(0b11101 + 0o122) + '\x33' + '\067' + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11010 + 0o31) + '\063' + chr(1273 - 1223), 35535 - 35527), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x35' + chr(1482 - 1432), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b100 + 0o61) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + '\x32' + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o37) + '\064' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(581 - 470) + chr(0b101 + 0o54) + chr(0b110101) + '\x34', 0b1000), ehT0Px3KOsy9(chr(2029 - 1981) + chr(111) + chr(916 - 866) + chr(1432 - 1384) + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9(chr(958 - 910) + chr(0b1101111) + '\063' + chr(2033 - 1985) + chr(577 - 525), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b110011 + 0o0) + '\x35' + chr(53), 62511 - 62503), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(2046 - 1992), 53983 - 53975), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b11 + 0o64), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(930 - 876) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + '\060', 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1011011 + 0o24) + '\063' + chr(50) + chr(0b110000), 60281 - 60273), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b111 + 0o52) + chr(0b110101) + chr(2177 - 2123), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(54), 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + '\062' + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101111 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b101 + 0o62) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(705 - 657) + chr(111) + chr(50) + chr(49) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\067' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(286 - 238) + chr(0b11011 + 0o124) + chr(0b110010 + 0o1) + chr(0b110111) + chr(0b101001 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(2373 - 2319) + chr(0b110100 + 0o1), 0o10), ehT0Px3KOsy9('\x30' + chr(4298 - 4187) + chr(2290 - 2239) + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(295 - 247) + chr(0b1101111) + '\062' + chr(53) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b110111 + 0o70) + '\x32' + chr(0b11001 + 0o30) + chr(49), 47399 - 47391), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(51) + chr(0b110110) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x37' + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b110100) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(51) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2591 - 2537) + chr(63 - 15), 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\x32' + '\x33' + '\x32', 46351 - 46343), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1000110 + 0o51) + chr(101 - 50) + chr(48) + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x30' + chr(749 - 700), 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(87 - 33), 0o10), ehT0Px3KOsy9('\x30' + chr(1013 - 902) + '\062' + chr(0b110111) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x36' + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + chr(1132 - 1083) + '\067' + chr(0b11 + 0o61), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + '\060', 38589 - 38581)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(4184 - 4068) + chr(0b1100110) + chr(935 - 890) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def _ayKWOdXsO_K(oVre8I6UXc3b, f6zfDoLzsdis):
if f6zfDoLzsdis == gX4izKBuXleN:
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\x9f\xa8\xc4\xcbz\xbd\x1f\xf1\xa1\x8eAtXQ\xa3\x1d'), chr(0b1100100) + '\x65' + chr(99) + chr(0b10110 + 0o131) + chr(3513 - 3413) + chr(732 - 631))(chr(0b110001 + 0o104) + chr(0b1001010 + 0o52) + '\x66' + chr(45) + chr(0b111000)))(resource_dir=xafqLlk3kkUe(F9O_Cdy4cf8a.kernelspec, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xbf\x89\xe5\xfbD\xa1)\xd2'), chr(100) + chr(0b101 + 0o140) + '\143' + '\x6f' + '\x64' + chr(101))(chr(0b0 + 0o165) + chr(2652 - 2536) + '\x66' + chr(0b111 + 0o46) + chr(0b111000))), **xafqLlk3kkUe(F9O_Cdy4cf8a.kernelspec, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\x9f\xae\xf5\xc5s\x90\x02\xe4\xa8\xb2z~WD'), chr(6336 - 6236) + '\145' + chr(4085 - 3986) + chr(6070 - 5959) + '\x64' + '\145')('\165' + '\164' + '\x66' + chr(45) + chr(0b111000)))())
else:
return xafqLlk3kkUe(KNx0Ujaz9UM0(nkDgUnEh0_lD, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\x9f\xae\xf5\xc5s\x90\x02\xe4\xa8\xb2mgQS'), chr(5211 - 5111) + chr(0b101110 + 0o67) + '\143' + chr(9474 - 9363) + '\x64' + '\x65')(chr(117) + '\164' + '\x66' + chr(1526 - 1481) + chr(0b111000)))(f6zfDoLzsdis)
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
RunningKernel.get_message
|
def get_message(self, stream, timeout=None):
"""
Function is used to get a message from the iopub channel.
Timeout is None by default
When timeout is reached
"""
try:
if stream == 'iopub':
msg = self.kc.get_iopub_msg(timeout=timeout)
elif stream == 'shell':
msg = self.kc.get_shell_msg(timeout=timeout)
else:
raise ValueError('Invalid stream specified: "%s"' % stream)
except Empty:
logger.debug('Kernel: Timeout waiting for message on %s', stream)
raise
logger.debug("Kernel message (%s):\n%s", stream, pformat(msg))
return msg
|
python
|
def get_message(self, stream, timeout=None):
"""
Function is used to get a message from the iopub channel.
Timeout is None by default
When timeout is reached
"""
try:
if stream == 'iopub':
msg = self.kc.get_iopub_msg(timeout=timeout)
elif stream == 'shell':
msg = self.kc.get_shell_msg(timeout=timeout)
else:
raise ValueError('Invalid stream specified: "%s"' % stream)
except Empty:
logger.debug('Kernel: Timeout waiting for message on %s', stream)
raise
logger.debug("Kernel message (%s):\n%s", stream, pformat(msg))
return msg
|
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] |
Function is used to get a message from the iopub channel.
Timeout is None by default
When timeout is reached
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L115-L132
|
train
|
Function to get a message from the iopub channel.
|
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(0b101111 + 0o1) + '\157' + chr(0b110010) + '\064' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(5587 - 5476) + chr(51) + '\x35' + chr(0b110011), 39124 - 39116), ehT0Px3KOsy9(chr(226 - 178) + '\x6f' + chr(0b11110 + 0o30) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(0b101001 + 0o12) + chr(0b110110) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b10011 + 0o42) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1706 - 1658) + chr(11558 - 11447) + chr(0b10111 + 0o40), 64146 - 64138), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\062' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1452 - 1341) + chr(2401 - 2350) + '\x37' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(1531 - 1420) + chr(0b101100 + 0o4), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(1244 - 1190) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\061' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b100010 + 0o21), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(0b110001 + 0o1) + '\067' + chr(1138 - 1089), 0o10), ehT0Px3KOsy9(chr(273 - 225) + chr(111) + '\x33' + chr(459 - 411) + chr(1481 - 1428), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\066' + chr(2847 - 2793), 16328 - 16320), ehT0Px3KOsy9(chr(48) + chr(5093 - 4982) + chr(0b110100) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b111 + 0o60) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(1814 - 1765) + chr(55), 29976 - 29968), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1073 - 1024) + chr(52) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1010010 + 0o35) + chr(0b110001 + 0o0) + '\065' + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9(chr(920 - 872) + chr(0b1101011 + 0o4) + chr(50) + chr(0b1010 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(1062 - 1014) + chr(0b1101111) + chr(882 - 831) + '\067' + '\x35', 32949 - 32941), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(1265 - 1213) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\067' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b1010 + 0o54) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110010) + '\x32', 0o10), ehT0Px3KOsy9(chr(2121 - 2073) + chr(111) + chr(50) + chr(978 - 930) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(1183 - 1131) + chr(1549 - 1494), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10111 + 0o33) + chr(64 - 10) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\067' + chr(55), 37701 - 37693), ehT0Px3KOsy9(chr(851 - 803) + chr(0b1101111) + '\x33' + chr(0b110010) + chr(2044 - 1993), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(128 - 78) + '\060' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(8933 - 8822) + chr(49) + '\062' + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\066' + chr(557 - 506), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b11001 + 0o126) + '\x32' + chr(1660 - 1608) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1503 - 1455) + chr(0b1101101 + 0o2) + '\x32' + chr(1178 - 1125) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b10010 + 0o135) + chr(54) + chr(1894 - 1841), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(12234 - 12123) + '\061' + chr(610 - 558) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + '\x33' + '\066' + '\063', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10100 + 0o41) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x88'), '\x64' + chr(0b1100101) + chr(3574 - 3475) + '\157' + '\x64' + '\145')(chr(0b11000 + 0o135) + '\x74' + '\146' + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def BTJlr5LkyACj(oVre8I6UXc3b, Mj3LKRMxKCNZ, FaIjqlnzCXev=None):
try:
if Mj3LKRMxKCNZ == xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\x84@\x86\n'), '\144' + chr(8217 - 8116) + chr(3870 - 3771) + '\x6f' + chr(0b11010 + 0o112) + '\x65')('\165' + '\164' + '\x66' + '\055' + '\070'):
jtbovtaIYjRB = oVre8I6UXc3b.kc.get_iopub_msg(timeout=FaIjqlnzCXev)
elif Mj3LKRMxKCNZ == xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x83U\x9f\x04'), chr(0b1 + 0o143) + '\x65' + '\x63' + '\157' + chr(100) + '\145')(chr(0b1000000 + 0o65) + '\164' + chr(102) + chr(45) + chr(0b110110 + 0o2)):
jtbovtaIYjRB = oVre8I6UXc3b.kc.get_shell_msg(timeout=FaIjqlnzCXev)
else:
raise q1QCh3W88sgk(xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\x85F\x92\x04n\xf7\xdas\x07<Gj\xd4\xe5\x85W]\xac\x08\n}\x98\x84\x01\xd4\xf0\xa6\x14\x93'), '\x64' + '\x65' + chr(4324 - 4225) + chr(111) + chr(0b1100100) + '\145')(chr(0b11001 + 0o134) + '\x74' + '\146' + chr(0b101101) + chr(0b101011 + 0o15)) % Mj3LKRMxKCNZ)
except z9VTBDqZItZD:
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\x8eR\x86\x0f'), chr(0b101101 + 0o67) + '\x65' + '\143' + chr(0b1101111) + chr(0b101000 + 0o74) + '\x65')(chr(0b1110101) + chr(0b1011010 + 0o32) + '\146' + '\x2d' + chr(0b11100 + 0o34)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x8eB\x9d\rk\xa9\xdaT\x1a#Gd\xcc\xb1\xd6PY\xa6\x15\x05z\x9a\xc0]\x9b\xa0\xa3\n\xd4\x0c\xa0\xe10V\x83\xc5[E\xd6\xd5'), chr(0b11110 + 0o106) + '\145' + chr(0b1100011) + chr(111) + chr(0b1010110 + 0o16) + chr(0b110001 + 0o64))('\165' + chr(116) + chr(102) + chr(1083 - 1038) + chr(0b111000)), Mj3LKRMxKCNZ)
raise
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\x8eR\x86\x0f'), chr(0b110110 + 0o56) + chr(9990 - 9889) + chr(0b1100011) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + '\164' + chr(0b111 + 0o137) + chr(1377 - 1332) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xed\x8eB\x9d\rk\xb3\x97e\x00=Cl\xdc\xe5\xde\x02K\xe6[f1\x8e'), '\x64' + '\145' + '\x63' + '\157' + chr(100) + chr(4191 - 4090))(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(0b101011 + 0o15)), Mj3LKRMxKCNZ, asZmSizU5reL(jtbovtaIYjRB))
return jtbovtaIYjRB
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
RunningKernel.execute_cell_input
|
def execute_cell_input(self, cell_input, allow_stdin=None):
"""
Executes a string of python code in cell input.
We do not allow the kernel to make requests to the stdin
this is the norm for notebooks
Function returns a unique message id of the reply from
the kernel.
"""
if cell_input:
logger.debug('Executing cell: "%s"...', cell_input.splitlines()[0][:40])
else:
logger.debug('Executing empty cell')
return self.kc.execute(cell_input, allow_stdin=allow_stdin, stop_on_error=False)
|
python
|
def execute_cell_input(self, cell_input, allow_stdin=None):
"""
Executes a string of python code in cell input.
We do not allow the kernel to make requests to the stdin
this is the norm for notebooks
Function returns a unique message id of the reply from
the kernel.
"""
if cell_input:
logger.debug('Executing cell: "%s"...', cell_input.splitlines()[0][:40])
else:
logger.debug('Executing empty cell')
return self.kc.execute(cell_input, allow_stdin=allow_stdin, stop_on_error=False)
|
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] |
Executes a string of python code in cell input.
We do not allow the kernel to make requests to the stdin
this is the norm for notebooks
Function returns a unique message id of the reply from
the kernel.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L134-L147
|
train
|
Executes a string of python code in cell input.
|
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) + '\x32' + '\066' + '\x31', 11139 - 11131), ehT0Px3KOsy9(chr(1858 - 1810) + chr(0b1011100 + 0o23) + chr(81 - 26) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(285 - 235) + chr(55) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110101) + chr(48), 28261 - 28253), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(53) + chr(371 - 316), 41569 - 41561), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(88 - 33) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b110 + 0o151) + chr(1835 - 1784) + '\x35' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(0b110001) + chr(54) + chr(53), 59604 - 59596), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\062' + '\065', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b101011 + 0o10) + chr(0b110000) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(8954 - 8843) + '\x33' + chr(0b101001 + 0o14) + chr(1390 - 1335), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(48), 26808 - 26800), ehT0Px3KOsy9('\x30' + chr(5631 - 5520) + '\x33' + chr(1041 - 989) + chr(2293 - 2239), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x35' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\x33' + '\x36' + chr(0b110111), 53690 - 53682), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(55) + chr(1971 - 1916), 0o10), ehT0Px3KOsy9('\x30' + chr(7343 - 7232) + '\061' + '\060' + chr(127 - 79), 0o10), ehT0Px3KOsy9(chr(683 - 635) + '\157' + '\061' + chr(0b10101 + 0o33) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\067' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8020 - 7909) + '\x32' + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9('\x30' + chr(6394 - 6283) + chr(50) + chr(0b110111) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2258 - 2207) + chr(1193 - 1144) + chr(2356 - 2304), 0b1000), ehT0Px3KOsy9(chr(178 - 130) + chr(12182 - 12071) + chr(0b110011) + chr(0b110011 + 0o4) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x36' + chr(0b11000 + 0o31), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + '\x32' + '\x36' + chr(49), 8), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + '\x36' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + '\x33' + chr(0b110001) + chr(0b110100), 8), ehT0Px3KOsy9(chr(1030 - 982) + '\x6f' + chr(0b11000 + 0o32) + chr(53) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\x36' + '\x32', 59556 - 59548), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000 + 0o3) + chr(399 - 351) + '\x31', 8), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + '\063' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x34' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\x33' + chr(48) + chr(2124 - 2071), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100011 + 0o22) + chr(0b11011 + 0o26), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(0b11011 + 0o26) + chr(0b101 + 0o62) + chr(0b1111 + 0o41), 1199 - 1191), ehT0Px3KOsy9(chr(1581 - 1533) + chr(2308 - 2197) + chr(1925 - 1875) + '\067' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(877 - 828) + chr(53) + chr(74 - 23), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110110) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(7033 - 6922) + chr(0b100101 + 0o16) + chr(0b110101) + chr(0b110100), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1138 - 1085) + chr(0b1101 + 0o43), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f'), '\144' + '\145' + chr(99) + chr(0b1101111) + '\x64' + chr(0b1000010 + 0o43))('\x75' + chr(695 - 579) + chr(0b1100110) + chr(0b10101 + 0o30) + chr(3087 - 3031)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TUVd7vXDoh66(oVre8I6UXc3b, aFtqVSipuXWp, nFCov6S4oJQ3=None):
if aFtqVSipuXWp:
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5[\xdd\x1d\xc8'), chr(100) + '\145' + chr(99) + chr(9278 - 9167) + '\x64' + chr(0b100 + 0o141))('\165' + '\164' + chr(1174 - 1072) + '\055' + chr(391 - 335)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4F\xda\x0b\xdaH\x85\x1b2\xe1\x8cM\x8a\x05\xcd\xdfbaL7\x92\xe2\xd3'), chr(931 - 831) + '\x65' + chr(3964 - 3865) + chr(894 - 783) + '\144' + '\x65')(chr(0b11100 + 0o131) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'), xafqLlk3kkUe(aFtqVSipuXWp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2N\xd3\x01\xdbP\x85\x1b0\xb2'), chr(0b1 + 0o143) + '\x65' + '\x63' + chr(111) + chr(0b1110 + 0o126) + chr(4820 - 4719))('\165' + '\x74' + chr(0b1011011 + 0o13) + '\x2d' + chr(56)))()[ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + '\x30', 0b1000)][:ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b100100 + 0o113) + chr(53) + '\060', 8)])
else:
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5[\xdd\x1d\xc8'), chr(0b1001010 + 0o32) + chr(0b1100001 + 0o4) + '\x63' + chr(0b1001110 + 0o41) + '\x64' + chr(101))(chr(117) + chr(0b1110100) + '\x66' + chr(1724 - 1679) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4F\xda\x0b\xdaH\x85\x1b2\xe1\x8aE\x96\x1d\x8e\xdf#!Sy'), chr(100) + chr(2849 - 2748) + '\x63' + chr(0b1011010 + 0o25) + chr(8829 - 8729) + '\x65')(chr(1099 - 982) + chr(5778 - 5662) + chr(0b1100110) + chr(45) + chr(0b101100 + 0o14)))
return xafqLlk3kkUe(oVre8I6UXc3b.kc, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4F\xda\x0b\xdaH\x89'), chr(0b10111 + 0o115) + chr(101) + chr(99) + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(1166 - 1050) + chr(5161 - 5059) + chr(1465 - 1420) + chr(0b111000)))(aFtqVSipuXWp, allow_stdin=nFCov6S4oJQ3, stop_on_error=ehT0Px3KOsy9(chr(1207 - 1159) + chr(0b101010 + 0o105) + '\060', 8))
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
RunningKernel.await_reply
|
def await_reply(self, msg_id, timeout=None):
"""
Continuously poll the kernel 'shell' stream for messages until:
- It receives an 'execute_reply' status for the given message id
- The timeout is reached awaiting a message, in which case
a `Queue.Empty` exception will be raised.
"""
while True:
msg = self.get_message(stream='shell', timeout=timeout)
# Is this the message we are waiting for?
if msg['parent_header'].get('msg_id') == msg_id:
if msg['content']['status'] == 'aborted':
# This should not occur!
raise RuntimeError('Kernel aborted execution request')
return
|
python
|
def await_reply(self, msg_id, timeout=None):
"""
Continuously poll the kernel 'shell' stream for messages until:
- It receives an 'execute_reply' status for the given message id
- The timeout is reached awaiting a message, in which case
a `Queue.Empty` exception will be raised.
"""
while True:
msg = self.get_message(stream='shell', timeout=timeout)
# Is this the message we are waiting for?
if msg['parent_header'].get('msg_id') == msg_id:
if msg['content']['status'] == 'aborted':
# This should not occur!
raise RuntimeError('Kernel aborted execution request')
return
|
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"stream",
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"'shell'",
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"# This should not occur!",
"raise",
"RuntimeError",
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"'Kernel aborted execution request'",
")",
"return"
] |
Continuously poll the kernel 'shell' stream for messages until:
- It receives an 'execute_reply' status for the given message id
- The timeout is reached awaiting a message, in which case
a `Queue.Empty` exception will be raised.
|
[
"Continuously",
"poll",
"the",
"kernel",
"shell",
"stream",
"for",
"messages",
"until",
":",
"-",
"It",
"receives",
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"Empty",
"exception",
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"be",
"raised",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L149-L164
|
train
|
Wait for a reply for a message id.
|
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(1177 - 1128) + chr(1247 - 1199) + '\067', 58231 - 58223), ehT0Px3KOsy9(chr(48) + '\157' + chr(2331 - 2280) + chr(0b110011) + chr(0b110011 + 0o3), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\067' + chr(0b110001), 39258 - 39250), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(55) + chr(0b110101), 23934 - 23926), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b110111) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2193 - 2144) + chr(1755 - 1707) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1418 - 1369) + chr(0b100101 + 0o16) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(2105 - 2057) + chr(6918 - 6807) + chr(0b110010) + chr(0b110000) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(2408 - 2357) + chr(0b100 + 0o55) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2065 - 2015) + chr(0b110101) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1493 - 1445) + '\x6f' + chr(0b11100 + 0o26) + chr(0b1101 + 0o43) + chr(50), 60758 - 60750), ehT0Px3KOsy9(chr(1964 - 1916) + chr(9822 - 9711) + chr(0b0 + 0o61) + '\x30' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1010 + 0o47) + chr(54) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(5337 - 5226) + chr(0b110100) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2292 - 2242) + chr(0b100110 + 0o17), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\065' + chr(50), 22089 - 22081), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110000) + chr(2748 - 2693), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(54) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110101) + chr(0b10000 + 0o40), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1345 - 1296) + chr(0b110000) + chr(2517 - 2463), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4311 - 4200) + chr(0b110011) + chr(0b110011) + '\x32', 6503 - 6495), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b101011 + 0o10) + chr(0b110111) + chr(462 - 414), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(2137 - 2083) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b100000 + 0o117) + chr(0b10111 + 0o34) + chr(506 - 456) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\064' + chr(0b100011 + 0o15), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(2145 - 2095) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110000 + 0o77) + '\061' + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2220 - 2109) + chr(50) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10243 - 10132) + '\x33' + '\x30' + chr(1309 - 1257), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(53) + chr(0b10011 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(1003 - 955) + chr(111) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(6058 - 5947) + chr(0b110011) + '\x34' + chr(2114 - 2066), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(986 - 937) + chr(50) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10010 + 0o135) + chr(573 - 524) + '\064' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101011 + 0o6) + '\062' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + '\061' + '\x36', 29762 - 29754), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x37' + chr(0b110000), 8), ehT0Px3KOsy9(chr(634 - 586) + chr(11792 - 11681) + '\066' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5290 - 5179) + chr(2287 - 2238) + '\066' + '\066', 6584 - 6576), ehT0Px3KOsy9(chr(645 - 597) + chr(0b110110 + 0o71) + '\061' + chr(0b110101) + '\x32', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1392 - 1344) + chr(111) + chr(1432 - 1379) + chr(463 - 415), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'i'), chr(0b1100100) + '\145' + chr(99) + chr(111) + chr(100) + '\145')(chr(8409 - 8292) + chr(0b1110100) + chr(0b1 + 0o145) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WLfJeNokedTh(oVre8I6UXc3b, AgFpp894Yd06, FaIjqlnzCXev=None):
while ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110001), 8):
jtbovtaIYjRB = oVre8I6UXc3b.get_message(stream=xafqLlk3kkUe(SXOLrMavuUCe(b'4\xb6\\\x11\xd0'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b1000110 + 0o36) + chr(101))('\x75' + chr(116) + chr(2284 - 2182) + chr(0b101101) + chr(885 - 829)), timeout=FaIjqlnzCXev)
if xafqLlk3kkUe(jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'7\xbfK\x18\xd21\x03\xe9\xab\xc8\xe6!\x01'), chr(3036 - 2936) + chr(0b110101 + 0o60) + chr(0b110010 + 0o61) + '\x6f' + '\x64' + '\145')(chr(117) + chr(3854 - 3738) + chr(3431 - 3329) + '\x2d' + chr(56))], xafqLlk3kkUe(SXOLrMavuUCe(b' \xbbM'), chr(100) + chr(101) + chr(0b10101 + 0o116) + '\157' + chr(100) + '\x65')(chr(9136 - 9019) + chr(13305 - 13189) + chr(0b1100110) + '\x2d' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'*\xad^"\xd5!'), '\x64' + chr(7313 - 7212) + chr(7384 - 7285) + chr(0b1101111) + '\x64' + chr(4990 - 4889))('\165' + chr(0b1000000 + 0o64) + chr(0b1100110) + chr(0b101101) + chr(1926 - 1870))) == AgFpp894Yd06:
if jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'$\xb1W\t\xd9+('), '\x64' + chr(0b1011001 + 0o14) + chr(0b100001 + 0o102) + chr(0b110110 + 0o71) + '\x64' + chr(6365 - 6264))(chr(0b1001001 + 0o54) + chr(0b111011 + 0o71) + '\146' + '\055' + '\070')][xafqLlk3kkUe(SXOLrMavuUCe(b'4\xaaX\t\xc96'), chr(100) + chr(101) + '\143' + '\157' + '\144' + chr(0b11001 + 0o114))('\165' + '\x74' + chr(0b1100110) + chr(45) + chr(0b111000))] == xafqLlk3kkUe(SXOLrMavuUCe(b'&\xbcV\x0f\xc8 8'), '\x64' + chr(0b1100101) + '\x63' + '\x6f' + '\144' + '\145')(chr(117) + chr(0b100100 + 0o120) + '\146' + chr(461 - 416) + '\070'):
raise n0ZkatoveZpF(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c\xbbK\x13\xd9)|\xe0\xac\xc6\xf00\x16B5\x0f\xff\x96\x0b3\xae\x91\xd9\xbe\x00\xe3-f\xb1\nr\x94'), chr(8294 - 8194) + '\x65' + chr(0b1010 + 0o131) + '\157' + chr(0b1100100) + chr(0b1010111 + 0o16))(chr(3740 - 3623) + '\x74' + '\146' + '\x2d' + chr(0b1111 + 0o51)))
return
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
RunningKernel.await_idle
|
def await_idle(self, parent_id, timeout):
"""Poll the iopub stream until an idle message is received for the given parent ID"""
while True:
# Get a message from the kernel iopub channel
msg = self.get_message(timeout=timeout, stream='iopub') # raises Empty on timeout!
if msg['parent_header'].get('msg_id') != parent_id:
continue
if msg['msg_type'] == 'status':
if msg['content']['execution_state'] == 'idle':
break
|
python
|
def await_idle(self, parent_id, timeout):
"""Poll the iopub stream until an idle message is received for the given parent ID"""
while True:
# Get a message from the kernel iopub channel
msg = self.get_message(timeout=timeout, stream='iopub') # raises Empty on timeout!
if msg['parent_header'].get('msg_id') != parent_id:
continue
if msg['msg_type'] == 'status':
if msg['content']['execution_state'] == 'idle':
break
|
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] |
Poll the iopub stream until an idle message is received for the given parent ID
|
[
"Poll",
"the",
"iopub",
"stream",
"until",
"an",
"idle",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L166-L176
|
train
|
Poll the iopub stream until an idle message is received for the given parent ID
|
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(0b110010) + chr(0b110100) + chr(1831 - 1776), 0o10), ehT0Px3KOsy9('\x30' + chr(7388 - 7277) + chr(0b110001) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1644 - 1595) + chr(52) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(9300 - 9189) + '\x33' + chr(0b110110) + '\x33', 16221 - 16213), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1820 - 1771) + chr(49) + '\x37', 39271 - 39263), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(568 - 518) + '\x33' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(237 - 185), 39554 - 39546), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b110 + 0o56) + chr(1037 - 984), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + chr(0b110010) + '\062' + chr(441 - 392), 34313 - 34305), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1063 - 1013) + chr(0b110010) + chr(0b110010), 55443 - 55435), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(59 - 8) + chr(55), 8), ehT0Px3KOsy9(chr(749 - 701) + chr(0b1101111 + 0o0) + '\x31' + '\x31' + chr(425 - 377), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x34' + chr(0b101111 + 0o6), 8), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\061' + chr(0b110000), 8714 - 8706), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\062' + chr(2063 - 2012), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\065' + chr(1410 - 1355), 0b1000), ehT0Px3KOsy9(chr(1017 - 969) + '\x6f' + '\x32' + '\063' + chr(0b110111), 8), ehT0Px3KOsy9(chr(1004 - 956) + '\157' + chr(0b10000 + 0o43) + '\x34' + chr(951 - 903), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100111 + 0o13) + '\066' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(1722 - 1672) + '\x34' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b100 + 0o62) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(1178 - 1128) + chr(0b0 + 0o60) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(3747 - 3636) + chr(0b110101) + '\x33', 0b1000), ehT0Px3KOsy9(chr(293 - 245) + '\x6f' + chr(0b110100) + chr(2501 - 2447), 7124 - 7116), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x31' + chr(0b100000 + 0o26) + chr(55), 55515 - 55507), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\x30' + chr(0b110001), 58120 - 58112), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + '\062' + '\066' + chr(48), 0o10), ehT0Px3KOsy9(chr(1576 - 1528) + chr(111) + chr(580 - 530) + chr(2269 - 2218) + chr(0b110 + 0o56), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1010111 + 0o30) + '\x31' + chr(0b10100 + 0o43) + chr(0b10 + 0o57), 0b1000), ehT0Px3KOsy9(chr(1303 - 1255) + '\x6f' + '\063' + chr(0b110111) + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100001 + 0o116) + '\062' + chr(0b101001 + 0o12) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(1476 - 1428) + chr(111) + '\x31' + '\060' + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(626 - 575) + '\060' + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(0b1111 + 0o41), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(706 - 655) + chr(2795 - 2741) + chr(0b1 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + chr(0b110010) + chr(0b100100 + 0o16) + chr(52), 16958 - 16950), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\x31' + '\064' + chr(0b110101), 44155 - 44147), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(51) + '\067', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\062', 33190 - 33182)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\x35' + chr(718 - 670), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x89'), chr(0b10000 + 0o124) + chr(0b1000110 + 0o37) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(101))('\x75' + chr(8117 - 8001) + chr(102) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mw5GCzdfH6Cc(oVre8I6UXc3b, eqX52V9UC871, FaIjqlnzCXev):
while ehT0Px3KOsy9('\060' + '\157' + chr(458 - 409), 40264 - 40256):
jtbovtaIYjRB = oVre8I6UXc3b.get_message(timeout=FaIjqlnzCXev, stream=xafqLlk3kkUe(SXOLrMavuUCe(b'\xcea\x16v\x91'), chr(0b1100100) + chr(4394 - 4293) + chr(6343 - 6244) + chr(0b1101111) + chr(1139 - 1039) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(114 - 58)))
if xafqLlk3kkUe(jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7o\x14f\x9d;\xc0D\xc0\xf0\xf6\xfa:'), chr(100) + chr(1385 - 1284) + chr(4418 - 4319) + chr(111) + chr(0b1100100) + chr(9215 - 9114))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b1101 + 0o53))], xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0k\x12'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + chr(3343 - 3243) + '\145')(chr(0b1001111 + 0o46) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xca}\x01\\\x9a+'), chr(8587 - 8487) + chr(0b1000101 + 0o40) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(2231 - 2114) + chr(116) + chr(0b1100110) + '\055' + chr(1222 - 1166))) != eqX52V9UC871:
continue
if jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'\xca}\x01\\\x876\xefI'), chr(8500 - 8400) + chr(3660 - 3559) + chr(0b1100011) + '\157' + chr(8108 - 8008) + chr(101))('\165' + chr(0b110011 + 0o101) + '\x66' + chr(45) + '\x38')] == xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4z\x07w\x86<'), chr(100) + '\x65' + '\x63' + chr(0b10111 + 0o130) + chr(100) + chr(101))(chr(3238 - 3121) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(359 - 303)):
if jtbovtaIYjRB[xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4a\x08w\x96!\xeb'), chr(100) + chr(101) + '\x63' + chr(8875 - 8764) + '\144' + '\145')('\165' + chr(0b1110100) + chr(102) + chr(1694 - 1649) + '\x38')][xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2v\x03`\x86;\xf6C\xcb\xce\xe1\xeb)\xd1m'), chr(100) + '\145' + chr(0b1010 + 0o131) + chr(111) + chr(2529 - 2429) + chr(4431 - 4330))('\165' + chr(116) + chr(0b1100110) + chr(0b1111 + 0o36) + chr(56))] == xafqLlk3kkUe(SXOLrMavuUCe(b'\xcej\nf'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b100110 + 0o117) + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)):
break
|
fastai/fastai
|
docs_src/nbval/kernel.py
|
RunningKernel.stop
|
def stop(self):
"""
Instructs the kernel process to stop channels
and the kernel manager to then shutdown the process.
"""
logger.debug('Stopping kernel')
self.kc.stop_channels()
self.km.shutdown_kernel(now=True)
del self.km
|
python
|
def stop(self):
"""
Instructs the kernel process to stop channels
and the kernel manager to then shutdown the process.
"""
logger.debug('Stopping kernel')
self.kc.stop_channels()
self.km.shutdown_kernel(now=True)
del self.km
|
[
"def",
"stop",
"(",
"self",
")",
":",
"logger",
".",
"debug",
"(",
"'Stopping kernel'",
")",
"self",
".",
"kc",
".",
"stop_channels",
"(",
")",
"self",
".",
"km",
".",
"shutdown_kernel",
"(",
"now",
"=",
"True",
")",
"del",
"self",
".",
"km"
] |
Instructs the kernel process to stop channels
and the kernel manager to then shutdown the process.
|
[
"Instructs",
"the",
"kernel",
"process",
"to",
"stop",
"channels",
"and",
"the",
"kernel",
"manager",
"to",
"then",
"shutdown",
"the",
"process",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/kernel.py#L200-L208
|
train
|
Stops the kernel process and shutdown the kernel manager.
|
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) + '\062' + chr(1476 - 1424), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(52) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10110 + 0o41) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(1380 - 1332), 0b1000), ehT0Px3KOsy9(chr(303 - 255) + '\x6f' + chr(920 - 870) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\065' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b110010) + chr(0b11100 + 0o32) + chr(0b110101), 21978 - 21970), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110001) + chr(55), 56852 - 56844), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(0b0 + 0o63) + chr(0b110100), 8836 - 8828), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(727 - 675) + chr(0b1011 + 0o53), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(849 - 800), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(2127 - 2078) + '\061' + '\x30', 5431 - 5423), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x32' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1225 - 1177) + chr(0b101101 + 0o102) + chr(0b110010) + chr(1805 - 1756) + chr(1508 - 1458), 37167 - 37159), ehT0Px3KOsy9(chr(841 - 793) + '\x6f' + chr(589 - 540) + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9(chr(179 - 131) + chr(111) + '\x31' + chr(852 - 804) + '\061', 20972 - 20964), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\x31' + chr(0b10001 + 0o44) + chr(88 - 39), 64050 - 64042), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(2124 - 2075) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11011 + 0o26) + chr(0b11001 + 0o33), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100010 + 0o21) + '\x33' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8552 - 8441) + chr(0b1111 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2092 - 2043) + chr(0b110101) + chr(0b101001 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(439 - 391) + chr(11646 - 11535) + chr(0b11110 + 0o23) + chr(1857 - 1803) + chr(0b10110 + 0o33), 55468 - 55460), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(50) + '\065' + chr(342 - 287), 35411 - 35403), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + chr(0b10001 + 0o41) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(9557 - 9446) + '\062' + '\x31' + chr(488 - 438), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001 + 0o2) + chr(1879 - 1827) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(0b110010) + '\x33' + chr(0b110000), 33665 - 33657), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\063' + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b10100 + 0o40) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9077 - 8966) + chr(50) + '\x35' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5821 - 5710) + chr(50) + chr(0b110100) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101001 + 0o15) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(716 - 668) + chr(111) + chr(0b10111 + 0o32) + chr(0b110011) + '\061', 0o10), ehT0Px3KOsy9(chr(208 - 160) + chr(542 - 431) + '\x32' + chr(872 - 823) + chr(52), 9714 - 9706), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1244 - 1193) + chr(0b110101) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b11000 + 0o33) + chr(0b11100 + 0o31) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x34', 8), ehT0Px3KOsy9(chr(522 - 474) + chr(111) + chr(2662 - 2608) + chr(1966 - 1912), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(53) + chr(0b1101 + 0o43), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b':'), chr(100) + '\145' + '\143' + chr(0b100010 + 0o115) + chr(0b101111 + 0o65) + chr(0b1100101))(chr(0b1110101) + chr(1875 - 1759) + '\x66' + chr(0b0 + 0o55) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def i64wROPYXl1w(oVre8I6UXc3b):
xafqLlk3kkUe(hdK8qOUhR6Or, xafqLlk3kkUe(SXOLrMavuUCe(b'p\xc3Z}\xf7'), chr(7651 - 7551) + chr(0b1100101) + chr(0b1011100 + 0o7) + chr(111) + '\x64' + chr(0b100101 + 0o100))('\165' + chr(0b1101 + 0o147) + chr(8934 - 8832) + chr(45) + chr(861 - 805)))(xafqLlk3kkUe(SXOLrMavuUCe(b'G\xd2Wx\xe0\x02\xdb\xa8<\xcdD:<\xef\x1c'), chr(100) + chr(0b1100101) + '\x63' + chr(111) + '\x64' + chr(101))(chr(117) + chr(0b1110100) + chr(0b10110 + 0o120) + chr(0b101101) + chr(56)))
xafqLlk3kkUe(oVre8I6UXc3b.kc, xafqLlk3kkUe(SXOLrMavuUCe(b'g\xd2Wx\xcf\x08\xdd\xaer\xc8D$!'), '\144' + chr(101) + '\143' + chr(111) + '\144' + '\x65')('\165' + chr(0b100001 + 0o123) + chr(528 - 426) + chr(0b101101) + chr(0b100111 + 0o21)))()
xafqLlk3kkUe(oVre8I6UXc3b.km, xafqLlk3kkUe(SXOLrMavuUCe(b'g\xceM|\xf4\x04\xc2\xa1C\xcdD:<\xef\x1c'), chr(8448 - 8348) + '\145' + chr(384 - 285) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b10101 + 0o137) + chr(0b1100110) + '\055' + chr(0b111000)))(now=ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b11010 + 0o27), 0o10))
del xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\xcb'), chr(0b1100100) + chr(9510 - 9409) + chr(99) + chr(111) + chr(5395 - 5295) + '\x65')(chr(0b1001110 + 0o47) + '\x74' + chr(102) + chr(0b101101) + chr(56)))
|
fastai/fastai
|
old/fastai/dataset.py
|
get_cv_idxs
|
def get_cv_idxs(n, cv_idx=0, val_pct=0.2, seed=42):
""" Get a list of index values for Validation set from a dataset
Arguments:
n : int, Total number of elements in the data set.
cv_idx : int, starting index [idx_start = cv_idx*int(val_pct*n)]
val_pct : (int, float), validation set percentage
seed : seed value for RandomState
Returns:
list of indexes
"""
np.random.seed(seed)
n_val = int(val_pct*n)
idx_start = cv_idx*n_val
idxs = np.random.permutation(n)
return idxs[idx_start:idx_start+n_val]
|
python
|
def get_cv_idxs(n, cv_idx=0, val_pct=0.2, seed=42):
""" Get a list of index values for Validation set from a dataset
Arguments:
n : int, Total number of elements in the data set.
cv_idx : int, starting index [idx_start = cv_idx*int(val_pct*n)]
val_pct : (int, float), validation set percentage
seed : seed value for RandomState
Returns:
list of indexes
"""
np.random.seed(seed)
n_val = int(val_pct*n)
idx_start = cv_idx*n_val
idxs = np.random.permutation(n)
return idxs[idx_start:idx_start+n_val]
|
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Get a list of index values for Validation set from a dataset
Arguments:
n : int, Total number of elements in the data set.
cv_idx : int, starting index [idx_start = cv_idx*int(val_pct*n)]
val_pct : (int, float), validation set percentage
seed : seed value for RandomState
Returns:
list of indexes
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L13-L29
|
train
|
Get a list of index values for a validation set from a dataset
|
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) + '\x33' + '\x37' + '\064', 9926 - 9918), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(957 - 903), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(9962 - 9851) + chr(2055 - 2005) + '\x32' + chr(0b1010 + 0o51), 61311 - 61303), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4509 - 4398) + chr(50) + chr(50) + chr(913 - 858), 0b1000), ehT0Px3KOsy9(chr(910 - 862) + chr(111) + '\x31' + chr(0b11111 + 0o26) + chr(0b110110), 920 - 912), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(2646 - 2593) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(0b10001 + 0o40) + '\x33' + chr(1114 - 1065), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b110010) + chr(0b110111) + chr(0b110100), 59210 - 59202), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(51) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5973 - 5862) + '\063' + chr(0b100 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101011 + 0o104) + chr(50) + chr(1638 - 1587) + '\066', 27758 - 27750), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110111) + '\x37', 1911 - 1903), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\063' + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(49) + '\x34' + chr(0b1110 + 0o44), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(333 - 283) + '\062' + chr(1917 - 1862), 8), ehT0Px3KOsy9(chr(537 - 489) + '\x6f' + chr(50) + chr(1133 - 1080), ord("\x08")), ehT0Px3KOsy9(chr(866 - 818) + chr(0b10101 + 0o132) + chr(0b110001) + chr(51) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(0b1110 + 0o43) + '\066' + chr(2349 - 2300), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b11111 + 0o21) + chr(0b110111), 47540 - 47532), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x33' + '\064' + chr(94 - 40), 41590 - 41582), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110000) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\062' + chr(0b110101), 18022 - 18014), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1096 - 1047) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + '\x34' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(0b110011) + chr(902 - 854) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(12179 - 12068) + chr(0b110010) + '\063' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11 + 0o63) + chr(52), 27328 - 27320), ehT0Px3KOsy9(chr(521 - 473) + '\x6f' + chr(2214 - 2159) + chr(0b1001 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b110001) + chr(0b100001 + 0o17) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1912 - 1864) + chr(111) + '\063' + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1750 - 1702) + '\x6f' + chr(562 - 511) + chr(209 - 157) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b111 + 0o53) + chr(0b110101) + chr(0b10011 + 0o40), 0o10), ehT0Px3KOsy9(chr(1869 - 1821) + '\157' + '\061' + '\x32' + chr(51), 6524 - 6516), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\x36' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(993 - 943) + '\063' + chr(0b1010 + 0o54), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\065' + '\x35', 14208 - 14200), ehT0Px3KOsy9('\060' + '\x6f' + chr(1398 - 1347) + '\x33' + chr(55), 1079 - 1071), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x35' + chr(0b101000 + 0o10), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(9746 - 9635) + '\x35' + chr(0b110000), 9746 - 9738)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2'), chr(0b1100100) + '\145' + chr(9241 - 9142) + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b110100 + 0o100) + chr(102) + chr(1251 - 1206) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xIq1o3gOhGnx(m1NkCryOw9Bx, vJGbk4KB5TiE=ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b10101 + 0o33), 8), aUpd1iQnEANG=0.2, cEhryM0YPR0h=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1113 - 1060) + chr(587 - 537), 0o10)):
xafqLlk3kkUe(WqUC3KWvYVup.random, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8fc\xf6\xd9'), '\x64' + '\x65' + '\x63' + '\x6f' + '\x64' + chr(101))(chr(4235 - 4118) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)))(cEhryM0YPR0h)
t86joUZyDhJ_ = ehT0Px3KOsy9(aUpd1iQnEANG * m1NkCryOw9Bx)
M4Syxv5jYcZ5 = vJGbk4KB5TiE * t86joUZyDhJ_
dTunTo9fe3fI = WqUC3KWvYVup.random.permutation(m1NkCryOw9Bx)
return dTunTo9fe3fI[M4Syxv5jYcZ5:M4Syxv5jYcZ5 + t86joUZyDhJ_]
|
fastai/fastai
|
old/fastai/dataset.py
|
resize_img
|
def resize_img(fname, targ, path, new_path, fn=None):
"""
Enlarge or shrink a single image to scale, such that the smaller of the height or width dimension is equal to targ.
"""
if fn is None:
fn = resize_fn(targ)
dest = os.path.join(path_for(path, new_path, targ), fname)
if os.path.exists(dest): return
im = Image.open(os.path.join(path, fname)).convert('RGB')
os.makedirs(os.path.split(dest)[0], exist_ok=True)
fn(im).save(dest)
|
python
|
def resize_img(fname, targ, path, new_path, fn=None):
"""
Enlarge or shrink a single image to scale, such that the smaller of the height or width dimension is equal to targ.
"""
if fn is None:
fn = resize_fn(targ)
dest = os.path.join(path_for(path, new_path, targ), fname)
if os.path.exists(dest): return
im = Image.open(os.path.join(path, fname)).convert('RGB')
os.makedirs(os.path.split(dest)[0], exist_ok=True)
fn(im).save(dest)
|
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Enlarge or shrink a single image to scale, such that the smaller of the height or width dimension is equal to targ.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L34-L44
|
train
|
Enlarge or shrink a single image to scale such that the smaller of the height or width dimension is equal to targ.
|
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(0b11101 + 0o23) + chr(0b1101111) + chr(50) + chr(53) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + '\x32' + '\x33' + chr(2410 - 2357), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(1485 - 1434) + chr(0b110011) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o60) + chr(0b110001 + 0o4) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b110001) + chr(2187 - 2132), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(438 - 383) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2168 - 2120) + chr(3941 - 3830) + '\067' + chr(1208 - 1157), 16717 - 16709), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b101101 + 0o12) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(386 - 338) + '\x6f' + chr(0b110000 + 0o7) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11198 - 11087) + chr(51) + chr(0b100110 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + chr(0b110011) + '\x32' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(749 - 694) + chr(0b10110 + 0o37), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(51) + '\x37' + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(48) + chr(49), 0o10), ehT0Px3KOsy9(chr(1056 - 1008) + chr(0b1000001 + 0o56) + chr(0b110110) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100111 + 0o10) + chr(49) + '\x34' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(5006 - 4895) + chr(0b101100 + 0o7) + chr(0b110100) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(3932 - 3821) + '\062' + chr(0b101 + 0o53), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x35' + chr(0b10111 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1721 - 1671) + chr(52) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(49) + '\x32' + chr(0b110000), 44753 - 44745), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1884 - 1835) + chr(906 - 857) + chr(0b101010 + 0o13), 0o10), ehT0Px3KOsy9(chr(1561 - 1513) + '\x6f' + chr(50) + chr(0b110110) + chr(0b101101 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(11484 - 11373) + chr(50) + '\x33' + chr(863 - 814), ord("\x08")), ehT0Px3KOsy9(chr(1573 - 1525) + '\157' + chr(0b110011) + chr(52) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10111 + 0o32) + '\x37' + chr(48), 40719 - 40711), ehT0Px3KOsy9(chr(1747 - 1699) + chr(9544 - 9433) + chr(0b110 + 0o55) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + '\062' + chr(1420 - 1368) + chr(1166 - 1116), 0b1000), ehT0Px3KOsy9(chr(76 - 28) + chr(0b101000 + 0o107) + chr(764 - 714) + chr(0b11111 + 0o21) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\065' + chr(1908 - 1854), 0b1000), ehT0Px3KOsy9(chr(150 - 102) + chr(111) + chr(0b110011) + chr(138 - 89) + chr(0b100001 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6484 - 6373) + chr(0b110011 + 0o0) + chr(1265 - 1210) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(52) + chr(0b101101 + 0o7), 35479 - 35471), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110101) + chr(614 - 561), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b110101) + chr(700 - 650), 39418 - 39410), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b101000 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(2168 - 2118) + '\061' + chr(0b1001 + 0o56), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\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'\x83'), chr(0b1011010 + 0o12) + chr(596 - 495) + chr(99) + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(6053 - 5937) + '\x66' + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def f6q5GYYPiXOY(t3WbF0Ae42Pu, nS8De24tx6BB, EaCjyhZptSer, EDbutuN8kt72, wDsB9Ho570J9=None):
if wDsB9Ho570J9 is None:
wDsB9Ho570J9 = GMidzdxVBCk_(nS8De24tx6BB)
r6aMMPMZwN9t = oqhJDdMJfuwx.path.join(WGeueR9cOFDx(EaCjyhZptSer, EDbutuN8kt72, nS8De24tx6BB), t3WbF0Ae42Pu)
if xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\xe5\xb4\x18;\r'), '\x64' + chr(101) + '\143' + '\157' + chr(8356 - 8256) + chr(4459 - 4358))(chr(0b1010110 + 0o37) + chr(0b10000 + 0o144) + '\x66' + chr(0b101101) + chr(0b101010 + 0o16)))(r6aMMPMZwN9t):
return
VgsKglavAqRV = Xi3KfA6brWYX.open(oqhJDdMJfuwx.path.join(EaCjyhZptSer, t3WbF0Ae42Pu)).convert(xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\xda\x9f'), '\x64' + '\x65' + chr(7336 - 7237) + '\157' + '\x64' + chr(101))(chr(4287 - 4170) + '\164' + '\146' + '\x2d' + chr(56)))
xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xfc\xb6\x0e+\x17I\xc9'), chr(0b1010010 + 0o22) + chr(0b101100 + 0o71) + '\143' + chr(0b1011 + 0o144) + chr(100) + '\x65')('\x75' + '\164' + chr(0b1100110) + chr(718 - 673) + chr(0b111000)))(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xed\xb1\x02;'), chr(0b101010 + 0o72) + '\x65' + '\x63' + chr(9580 - 9469) + chr(5362 - 5262) + '\145')('\165' + '\164' + chr(0b1100110) + chr(45) + '\x38'))(r6aMMPMZwN9t)[ehT0Px3KOsy9(chr(1396 - 1348) + '\157' + chr(2146 - 2098), 0o10)], exist_ok=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100001 + 0o20), 0o10))
xafqLlk3kkUe(wDsB9Ho570J9(VgsKglavAqRV), xafqLlk3kkUe(SXOLrMavuUCe(b'\xde\xfc\xab\x0e'), chr(0b100011 + 0o101) + '\x65' + chr(503 - 404) + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + chr(116) + '\146' + '\x2d' + '\070'))(r6aMMPMZwN9t)
|
fastai/fastai
|
old/fastai/dataset.py
|
resize_imgs
|
def resize_imgs(fnames, targ, path, new_path, resume=True, fn=None):
"""
Enlarge or shrink a set of images in the same directory to scale, such that the smaller of the height or width dimension is equal to targ.
Note:
-- This function is multithreaded for efficiency.
-- When destination file or folder already exist, function exists without raising an error.
"""
target_path = path_for(path, new_path, targ)
if resume:
subdirs = {os.path.dirname(p) for p in fnames}
subdirs = {s for s in subdirs if os.path.exists(os.path.join(target_path, s))}
already_resized_fnames = set()
for subdir in subdirs:
files = [os.path.join(subdir, file) for file in os.listdir(os.path.join(target_path, subdir))]
already_resized_fnames.update(set(files))
original_fnames = set(fnames)
fnames = list(original_fnames - already_resized_fnames)
errors = {}
def safely_process(fname):
try:
resize_img(fname, targ, path, new_path, fn=fn)
except Exception as ex:
errors[fname] = str(ex)
if len(fnames) > 0:
with ThreadPoolExecutor(num_cpus()) as e:
ims = e.map(lambda fname: safely_process(fname), fnames)
for _ in tqdm(ims, total=len(fnames), leave=False): pass
if errors:
print('Some images failed to process:')
print(json.dumps(errors, indent=2))
return os.path.join(path,new_path,str(targ))
|
python
|
def resize_imgs(fnames, targ, path, new_path, resume=True, fn=None):
"""
Enlarge or shrink a set of images in the same directory to scale, such that the smaller of the height or width dimension is equal to targ.
Note:
-- This function is multithreaded for efficiency.
-- When destination file or folder already exist, function exists without raising an error.
"""
target_path = path_for(path, new_path, targ)
if resume:
subdirs = {os.path.dirname(p) for p in fnames}
subdirs = {s for s in subdirs if os.path.exists(os.path.join(target_path, s))}
already_resized_fnames = set()
for subdir in subdirs:
files = [os.path.join(subdir, file) for file in os.listdir(os.path.join(target_path, subdir))]
already_resized_fnames.update(set(files))
original_fnames = set(fnames)
fnames = list(original_fnames - already_resized_fnames)
errors = {}
def safely_process(fname):
try:
resize_img(fname, targ, path, new_path, fn=fn)
except Exception as ex:
errors[fname] = str(ex)
if len(fnames) > 0:
with ThreadPoolExecutor(num_cpus()) as e:
ims = e.map(lambda fname: safely_process(fname), fnames)
for _ in tqdm(ims, total=len(fnames), leave=False): pass
if errors:
print('Some images failed to process:')
print(json.dumps(errors, indent=2))
return os.path.join(path,new_path,str(targ))
|
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] |
Enlarge or shrink a set of images in the same directory to scale, such that the smaller of the height or width dimension is equal to targ.
Note:
-- This function is multithreaded for efficiency.
-- When destination file or folder already exist, function exists without raising an error.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L55-L87
|
train
|
Enlarge or shrink a set of images in the same directory to scale such that the smaller of the height or width dimension is equal to targ.
|
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' + '\x6f' + chr(1830 - 1780) + chr(1128 - 1077) + chr(0b110010), 40801 - 40793), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + '\x32' + chr(54) + chr(55), 0b1000), ehT0Px3KOsy9(chr(681 - 633) + '\157' + chr(1377 - 1324) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101010 + 0o7) + chr(0b110010) + chr(2728 - 2673), 1302 - 1294), ehT0Px3KOsy9('\060' + chr(702 - 591) + chr(0b1000 + 0o51) + '\061' + chr(0b10110 + 0o41), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(496 - 447) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b111 + 0o53) + chr(0b110100) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(569 - 458) + chr(0b110010) + chr(1844 - 1794) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(0b101010 + 0o7) + chr(0b110100) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(55) + chr(2052 - 1997), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x35' + chr(636 - 582), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(6045 - 5934) + '\x31' + chr(0b110011) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110010) + '\x35', 65485 - 65477), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(53) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + '\063' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1 + 0o156) + chr(0b11110 + 0o24) + chr(0b100101 + 0o22), 0o10), ehT0Px3KOsy9(chr(48) + chr(11591 - 11480) + chr(51) + chr(55) + chr(310 - 255), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1111 + 0o42) + chr(2451 - 2400) + chr(0b10 + 0o56), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(2275 - 2222) + chr(48), 48596 - 48588), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o31), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(950 - 900) + '\x36' + chr(2223 - 2174), ord("\x08")), ehT0Px3KOsy9(chr(195 - 147) + chr(0b11001 + 0o126) + '\x32' + chr(49) + chr(0b101111 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9943 - 9832) + '\063' + '\x32' + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4003 - 3892) + '\x33' + chr(2160 - 2105) + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1444 - 1390) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(1103 - 992) + '\062' + '\x34', 33905 - 33897), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(424 - 374) + chr(0b1 + 0o66) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011 + 0o144) + chr(0b10110 + 0o41) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2000 - 1952) + chr(0b1000100 + 0o53) + chr(408 - 357) + '\062' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110001) + '\061' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x32' + chr(54), 35316 - 35308), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x32' + chr(1492 - 1440) + chr(1875 - 1825), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4184 - 4073) + '\x31' + chr(0b110010) + chr(0b1100 + 0o52), 8), ehT0Px3KOsy9(chr(48) + chr(8444 - 8333) + chr(50) + chr(49) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b100001 + 0o17) + chr(1956 - 1904), 36525 - 36517), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(7189 - 7078) + chr(0b110001) + '\x35' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + '\x33' + chr(0b100 + 0o62) + chr(0b11 + 0o56), 27335 - 27327), ehT0Px3KOsy9(chr(1252 - 1204) + '\157' + '\x33' + chr(2301 - 2251) + chr(54), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2019 - 1971) + '\x6f' + chr(0b110101) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4'), chr(100) + chr(101) + chr(0b1100011) + chr(10488 - 10377) + chr(0b1100100) + chr(0b1100101))(chr(11397 - 11280) + chr(0b1001010 + 0o52) + chr(824 - 722) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def EqBnTvv7BNyn(N6gE1htigVVA, nS8De24tx6BB, EaCjyhZptSer, EDbutuN8kt72, nZ_kXXKO_LOJ=ehT0Px3KOsy9('\060' + chr(5301 - 5190) + chr(871 - 822), ord("\x08")), wDsB9Ho570J9=None):
aZYD2DYcpPRf = WGeueR9cOFDx(EaCjyhZptSer, EDbutuN8kt72, nS8De24tx6BB)
if nZ_kXXKO_LOJ:
Vvyk8EF5LzTX = {oqhJDdMJfuwx.path.dirname(UyakMW2IMFEj) for UyakMW2IMFEj in N6gE1htigVVA}
Vvyk8EF5LzTX = {vGrByMSYMp9h for vGrByMSYMp9h in Vvyk8EF5LzTX if oqhJDdMJfuwx.path.exists(oqhJDdMJfuwx.path.join(aZYD2DYcpPRf, vGrByMSYMp9h))}
B5yR9Vj4ngdy = MVEN8G6CxlvR()
for LOQ33RWbsQRm in Vvyk8EF5LzTX:
uyc48vokp5OE = [oqhJDdMJfuwx.path.join(LOQ33RWbsQRm, sHThYHEt4PLu) for sHThYHEt4PLu in oqhJDdMJfuwx.listdir(oqhJDdMJfuwx.path.join(aZYD2DYcpPRf, LOQ33RWbsQRm))]
xafqLlk3kkUe(B5yR9Vj4ngdy, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xc3l\x12&\x80\xec\xfb\x1f\x8b\xcbl'), chr(8995 - 8895) + chr(0b1100101) + '\x63' + chr(6937 - 6826) + chr(9209 - 9109) + chr(4154 - 4053))(chr(0b1011111 + 0o26) + '\164' + chr(0b1100110) + '\x2d' + chr(144 - 88)))(MVEN8G6CxlvR(uyc48vokp5OE))
YuiLEBcVCIiF = MVEN8G6CxlvR(N6gE1htigVVA)
N6gE1htigVVA = YyaZ4tpXu4lf(YuiLEBcVCIiF - B5yR9Vj4ngdy)
vrC59GzZXTIL = {}
def QlxPmapCyAC4(t3WbF0Ae42Pu):
try:
f6q5GYYPiXOY(t3WbF0Ae42Pu, nS8De24tx6BB, EaCjyhZptSer, EDbutuN8kt72, fn=wDsB9Ho570J9)
except jLmadlzMdunT as DfdhY28yEwAF:
vrC59GzZXTIL[t3WbF0Ae42Pu] = M8_cKLkHVB2V(DfdhY28yEwAF)
if c2A0yzQpDQB3(N6gE1htigVVA) > ehT0Px3KOsy9(chr(0b110000) + chr(3986 - 3875) + chr(0b110000), 59513 - 59505):
with E61ss6PJCurr(Mrs8455cKlOd()) as GlnVAPeT6CUe:
inbVeFzrUlFo = GlnVAPeT6CUe.map(lambda t3WbF0Ae42Pu: QlxPmapCyAC4(t3WbF0Ae42Pu), N6gE1htigVVA)
for VNGQdHSFPrso in yOfuilPq_CoP(inbVeFzrUlFo, total=c2A0yzQpDQB3(N6gE1htigVVA), leave=ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o46), 8)):
pass
if vrC59GzZXTIL:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\xd8@2o\xa7\xcb\xf4\x01\xda\xdd|sJv{\x9a<\x88r\xde\xa9\xa1\x8cXwr\xcbM\xea'), '\144' + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + '\x65')('\165' + chr(10562 - 10446) + chr(0b11000 + 0o116) + chr(656 - 611) + '\070'))
zLUzGokYBM2Z(xafqLlk3kkUe(fXk443epxtd5, xafqLlk3kkUe(SXOLrMavuUCe(b"\xfe\xc2@'<"), chr(100) + chr(0b1001 + 0o134) + chr(0b111000 + 0o53) + '\x6f' + chr(0b1100100) + chr(8770 - 8669))(chr(12718 - 12601) + chr(0b1011111 + 0o25) + chr(0b111000 + 0o56) + '\x2d' + '\070'))(vrC59GzZXTIL, indent=ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(0b110010), ord("\x08"))))
return xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\xd8D9'), chr(6974 - 6874) + chr(101) + chr(0b1001010 + 0o31) + chr(0b1101111) + chr(0b1011110 + 0o6) + chr(0b101001 + 0o74))('\165' + '\x74' + chr(0b1100110) + '\055' + chr(56)))(EaCjyhZptSer, EDbutuN8kt72, M8_cKLkHVB2V(nS8De24tx6BB))
|
fastai/fastai
|
old/fastai/dataset.py
|
read_dir
|
def read_dir(path, folder):
""" Returns a list of relative file paths to `path` for all files within `folder` """
full_path = os.path.join(path, folder)
fnames = glob(f"{full_path}/*.*")
directories = glob(f"{full_path}/*/")
if any(fnames):
return [os.path.relpath(f,path) for f in fnames]
elif any(directories):
raise FileNotFoundError("{} has subdirectories but contains no files. Is your directory structure is correct?".format(full_path))
else:
raise FileNotFoundError("{} folder doesn't exist or is empty".format(full_path))
|
python
|
def read_dir(path, folder):
""" Returns a list of relative file paths to `path` for all files within `folder` """
full_path = os.path.join(path, folder)
fnames = glob(f"{full_path}/*.*")
directories = glob(f"{full_path}/*/")
if any(fnames):
return [os.path.relpath(f,path) for f in fnames]
elif any(directories):
raise FileNotFoundError("{} has subdirectories but contains no files. Is your directory structure is correct?".format(full_path))
else:
raise FileNotFoundError("{} folder doesn't exist or is empty".format(full_path))
|
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] |
Returns a list of relative file paths to `path` for all files within `folder`
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L89-L99
|
train
|
Reads a folder and returns a list of relative file paths to path for all files within 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(1185 - 1137) + chr(2434 - 2323) + '\061' + chr(0b110110) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(512 - 461) + chr(50) + chr(0b110110), 57388 - 57380), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + chr(0b110010) + chr(2208 - 2154) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b100011 + 0o17) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1001101 + 0o42) + chr(1673 - 1622) + chr(0b11110 + 0o31), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(54) + chr(0b110010), 51303 - 51295), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(1718 - 1668) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(458 - 410) + chr(111) + chr(1016 - 967) + chr(0b110110) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(2064 - 2009) + chr(0b110011), 64904 - 64896), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x31' + chr(0b100010 + 0o23), 14042 - 14034), ehT0Px3KOsy9('\060' + chr(12038 - 11927) + chr(51) + chr(2564 - 2509) + chr(123 - 73), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(0b110001) + '\066' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(55) + chr(1112 - 1059), 26480 - 26472), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\x33' + '\067' + chr(0b101101 + 0o6), 0b1000), ehT0Px3KOsy9('\060' + chr(503 - 392) + '\066' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(1871 - 1821) + chr(2007 - 1958) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(84 - 34) + '\063' + chr(0b110010), 49102 - 49094), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(49) + chr(290 - 238), 0b1000), ehT0Px3KOsy9(chr(120 - 72) + chr(111) + '\x32' + chr(0b110011 + 0o0) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\067', 27091 - 27083), ehT0Px3KOsy9('\x30' + chr(3913 - 3802) + chr(0b110000 + 0o3) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(1531 - 1481) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(729 - 681) + chr(1781 - 1726), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(0b100100 + 0o16) + chr(0b1111 + 0o42) + '\060', 14340 - 14332), ehT0Px3KOsy9('\x30' + '\157' + chr(115 - 63) + chr(2797 - 2743), 5370 - 5362), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + '\x33' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b111011 + 0o64) + chr(51) + chr(51) + '\067', 41965 - 41957), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b101101 + 0o3) + chr(2189 - 2139), 23015 - 23007), ehT0Px3KOsy9('\060' + chr(4804 - 4693) + chr(0b110010) + chr(1873 - 1821) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(688 - 637) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + '\x31' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x34' + chr(1614 - 1566), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + chr(0b101000 + 0o13) + chr(51) + chr(49), 20475 - 20467), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x35' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\063' + chr(49) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(425 - 314) + chr(0b110011) + chr(0b110001 + 0o1) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(1643 - 1591) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(2593 - 2538) + '\x33', 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(312 - 261) + '\x35' + chr(1888 - 1837), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + '\065' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), chr(100) + chr(0b1100101) + chr(5661 - 5562) + chr(9040 - 8929) + chr(0b100000 + 0o104) + '\x65')(chr(117) + chr(0b1011001 + 0o33) + chr(1469 - 1367) + chr(0b10001 + 0o34) + chr(1340 - 1284)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tPtaqNT0YqnH(EaCjyhZptSer, CVmiUiclDQ_k):
rI6LPzVe_y18 = oqhJDdMJfuwx.path.join(EaCjyhZptSer, CVmiUiclDQ_k)
N6gE1htigVVA = jt2o3b6QEdP_(f'{rI6LPzVe_y18}/*.*')
uLwOoj3v0w_9 = jt2o3b6QEdP_(f'{rI6LPzVe_y18}/*/')
if UVSi4XW7eBIM(N6gE1htigVVA):
return [xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\xb3\xdc\xa2~\x86>'), chr(100) + '\x65' + chr(99) + '\157' + '\x64' + chr(101))('\165' + chr(0b110 + 0o156) + chr(0b1010001 + 0o25) + chr(575 - 530) + '\070'))(EGyt1xfPT1P6, EaCjyhZptSer) for EGyt1xfPT1P6 in N6gE1htigVVA]
elif UVSi4XW7eBIM(uLwOoj3v0w_9):
raise oNamnshN4dFG(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xab\x90\xba~\x81v\x01\xce\xef\x9e\x1d\x8f\x9eW\xff\xf5\xfe\xf2jh\xf2\xe5\xfdR>\xbc\xed\xc8\xedjI\xc1\xaa\x0c\xa0\xbb\x05\x9d\x82\x1e\xb3\xc3\xfc?\xbb%R\xc2\xe2\x8f\x06\xdd\x9f]\xf9\xff\xef\xef`i\xab\xa7\xfbRl\xaa\xe1\xd2\xecyE\x8f\xb0_\xee\xb7J\x89\x99\x17\xb5\xc4\xed'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1000010 + 0o42) + chr(0b1011001 + 0o14))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xb9\xc2\xbf~\x86'), '\x64' + '\x65' + chr(0b10010 + 0o121) + chr(5803 - 5692) + chr(100) + '\x65')('\x75' + chr(0b1010111 + 0o35) + '\x66' + chr(45) + chr(0b111000)))(rI6LPzVe_y18))
else:
raise oNamnshN4dFG(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xab\x90\xb4p\x9e2\x17\xc9\xad\x9e\x1b\x98\x88Z\xac\xee\xac\xfewr\xa1\xf3\xa8Il\xff\xeb\xd5\xb9nM\xdf\xadU'), '\x64' + '\145' + '\143' + chr(10921 - 10810) + chr(0b1100010 + 0o2) + '\x65')(chr(0b1110101) + chr(1998 - 1882) + chr(0b1100110 + 0o0) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xb9\xc2\xbf~\x86'), '\x64' + chr(101) + chr(99) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(116) + '\x66' + chr(45) + chr(202 - 146)))(rI6LPzVe_y18))
|
fastai/fastai
|
old/fastai/dataset.py
|
n_hot
|
def n_hot(ids, c):
'''
one hot encoding by index. Returns array of length c, where all entries are 0, except for the indecies in ids
'''
res = np.zeros((c,), dtype=np.float32)
res[ids] = 1
return res
|
python
|
def n_hot(ids, c):
'''
one hot encoding by index. Returns array of length c, where all entries are 0, except for the indecies in ids
'''
res = np.zeros((c,), dtype=np.float32)
res[ids] = 1
return res
|
[
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"n_hot",
"(",
"ids",
",",
"c",
")",
":",
"res",
"=",
"np",
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"zeros",
"(",
"(",
"c",
",",
")",
",",
"dtype",
"=",
"np",
".",
"float32",
")",
"res",
"[",
"ids",
"]",
"=",
"1",
"return",
"res"
] |
one hot encoding by index. Returns array of length c, where all entries are 0, except for the indecies in ids
|
[
"one",
"hot",
"encoding",
"by",
"index",
".",
"Returns",
"array",
"of",
"length",
"c",
"where",
"all",
"entries",
"are",
"0",
"except",
"for",
"the",
"indecies",
"in",
"ids"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L116-L122
|
train
|
Returns array of length c where all entries are 0 except for the indecies in ids
|
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(0b101001 + 0o7) + chr(10533 - 10422) + chr(49) + chr(48) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(2217 - 2168) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(51 - 3) + chr(0b1101111) + '\x32' + '\x32' + chr(1004 - 950), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b10010 + 0o40) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\066' + '\063', 0b1000), ehT0Px3KOsy9(chr(776 - 728) + chr(0b1001111 + 0o40) + chr(51) + chr(55) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b110101 + 0o72) + chr(53) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + chr(0b110011) + chr(1359 - 1305) + chr(722 - 669), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\064' + chr(942 - 888), 0o10), ehT0Px3KOsy9(chr(1082 - 1034) + '\157' + chr(49) + '\x34' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(4429 - 4318) + chr(0b100111 + 0o20) + chr(48), 34465 - 34457), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + chr(0b110101) + '\x36', 8), ehT0Px3KOsy9(chr(1001 - 953) + '\157' + chr(0b101111 + 0o6) + chr(2271 - 2217), 8), ehT0Px3KOsy9('\x30' + chr(5862 - 5751) + chr(1213 - 1162) + chr(0b110111) + chr(86 - 36), 8), ehT0Px3KOsy9(chr(613 - 565) + chr(111) + '\062' + chr(0b100001 + 0o21) + chr(2396 - 2346), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\065' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b11110 + 0o24) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\063' + chr(0b110110), 60572 - 60564), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(0b110001) + chr(0b110011) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100011 + 0o20) + chr(77 - 25) + chr(53), 41531 - 41523), ehT0Px3KOsy9('\x30' + '\157' + chr(348 - 298) + chr(0b10000 + 0o47) + chr(0b110100), 41407 - 41399), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1032 - 983) + chr(895 - 845) + chr(0b110011), 60650 - 60642), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b110110) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(2227 - 2178) + '\063' + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\066' + chr(0b11100 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(112 - 61) + chr(1973 - 1922) + chr(54), 8), ehT0Px3KOsy9('\060' + chr(11202 - 11091) + '\x32' + '\x36' + chr(732 - 682), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(49) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(742 - 694) + '\157' + '\x32' + chr(0b11000 + 0o33) + chr(765 - 714), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(54) + '\x35', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10111 + 0o33) + chr(49) + chr(2668 - 2615), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1100 + 0o143) + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b1011 + 0o51) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + '\063' + chr(365 - 314) + chr(0b110001), 53622 - 53614), ehT0Px3KOsy9('\060' + '\157' + chr(2191 - 2141) + chr(55) + '\062', 0b1000), ehT0Px3KOsy9(chr(1014 - 966) + '\157' + '\061' + '\x34' + chr(1502 - 1454), 0o10), ehT0Px3KOsy9(chr(1597 - 1549) + '\x6f' + chr(0b100010 + 0o24) + '\x37', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(837 - 789) + '\x6f' + chr(873 - 820) + chr(398 - 350), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'k'), chr(0b1100011 + 0o1) + '\145' + '\143' + '\157' + chr(100) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b10 + 0o53) + chr(2324 - 2268)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TE9eysez6kYy(zdjj2pRemk_P, qzn1Ctg9WgNh):
MsbwfslwLjRO = WqUC3KWvYVup.zeros((qzn1Ctg9WgNh,), dtype=WqUC3KWvYVup.float32)
MsbwfslwLjRO[zdjj2pRemk_P] = ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(49), 65490 - 65482)
return MsbwfslwLjRO
|
fastai/fastai
|
old/fastai/dataset.py
|
folder_source
|
def folder_source(path, folder):
"""
Returns the filenames and labels for a folder within a path
Returns:
-------
fnames: a list of the filenames within `folder`
all_lbls: a list of all of the labels in `folder`, where the # of labels is determined by the # of directories within `folder`
lbl_arr: a numpy array of the label indices in `all_lbls`
"""
fnames, lbls, all_lbls = read_dirs(path, folder)
lbl2idx = {lbl:idx for idx,lbl in enumerate(all_lbls)}
idxs = [lbl2idx[lbl] for lbl in lbls]
lbl_arr = np.array(idxs, dtype=int)
return fnames, lbl_arr, all_lbls
|
python
|
def folder_source(path, folder):
"""
Returns the filenames and labels for a folder within a path
Returns:
-------
fnames: a list of the filenames within `folder`
all_lbls: a list of all of the labels in `folder`, where the # of labels is determined by the # of directories within `folder`
lbl_arr: a numpy array of the label indices in `all_lbls`
"""
fnames, lbls, all_lbls = read_dirs(path, folder)
lbl2idx = {lbl:idx for idx,lbl in enumerate(all_lbls)}
idxs = [lbl2idx[lbl] for lbl in lbls]
lbl_arr = np.array(idxs, dtype=int)
return fnames, lbl_arr, all_lbls
|
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] |
Returns the filenames and labels for a folder within a path
Returns:
-------
fnames: a list of the filenames within `folder`
all_lbls: a list of all of the labels in `folder`, where the # of labels is determined by the # of directories within `folder`
lbl_arr: a numpy array of the label indices in `all_lbls`
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L124-L138
|
train
|
Returns the filenames and labels for a folder within a 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(361 - 313) + '\157' + '\x31' + '\061' + '\062', 42583 - 42575), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(190 - 79) + '\062' + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(0b1 + 0o64) + chr(724 - 676), 0b1000), ehT0Px3KOsy9(chr(1198 - 1150) + '\x6f' + chr(49) + chr(1101 - 1048) + chr(53), 60569 - 60561), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\067', 0o10), ehT0Px3KOsy9(chr(839 - 791) + chr(111) + '\061' + chr(1771 - 1718) + chr(665 - 617), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b110111) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110010) + chr(51) + chr(0b100000 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\062' + chr(55), 25982 - 25974), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b101000 + 0o17) + chr(0b11001 + 0o27), 33107 - 33099), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\063' + chr(55) + chr(1658 - 1607), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(3661 - 3550) + '\x37' + chr(0b11111 + 0o27), 37106 - 37098), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(0b100101 + 0o14) + '\060' + chr(0b100010 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + '\x33' + '\067' + chr(0b101011 + 0o10), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(2201 - 2149), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(733 - 683) + chr(55) + '\064', 55758 - 55750), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + '\062' + chr(798 - 745) + chr(2217 - 2164), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + chr(0b110001) + chr(0b11101 + 0o27), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x30' + '\065', 0o10), ehT0Px3KOsy9(chr(854 - 806) + chr(4128 - 4017) + chr(1938 - 1887) + chr(0b110101) + chr(0b10010 + 0o43), 22534 - 22526), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\060' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(0b110011) + chr(0b110101 + 0o1) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1709 - 1661) + '\157' + chr(0b110010) + chr(0b10011 + 0o44) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(669 - 614) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\060' + chr(1465 - 1417), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b10001 + 0o40) + '\x34', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b10001 + 0o42) + chr(0b110001) + chr(0b1 + 0o61), 0b1000), ehT0Px3KOsy9(chr(390 - 342) + chr(0b101110 + 0o101) + chr(0b110001) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1011 + 0o47) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1110 + 0o45) + '\066' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110101) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(1651 - 1600) + '\x37' + chr(1429 - 1379), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2902 - 2791) + '\x33' + '\064' + chr(0b100001 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12078 - 11967) + chr(1363 - 1313) + chr(0b110101 + 0o0), 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b110001) + chr(49) + chr(1117 - 1062), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x36' + chr(53), 45344 - 45336), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b100010 + 0o20) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1440 - 1392) + chr(0b1001001 + 0o46) + chr(51) + chr(0b1001 + 0o47) + '\x33', 4764 - 4756), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(52) + '\067', 3346 - 3338)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(4164 - 4053) + chr(53) + chr(0b11001 + 0o27), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'd'), chr(0b1011 + 0o131) + chr(0b1000110 + 0o37) + '\x63' + '\157' + '\x64' + chr(8410 - 8309))('\x75' + chr(116) + chr(102) + chr(0b10101 + 0o30) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ahJn7ZC_Db77(EaCjyhZptSer, CVmiUiclDQ_k):
(N6gE1htigVVA, uTI8QePifhRt, lwh7PLuGkaKX) = Y8xoHhi8SkOR(EaCjyhZptSer, CVmiUiclDQ_k)
oz5n4wLxIeOm = {Lf1qu4Drcjkw: YlqusYB6InkM for (YlqusYB6InkM, Lf1qu4Drcjkw) in YlkZvXL8qwsX(lwh7PLuGkaKX)}
dTunTo9fe3fI = [oz5n4wLxIeOm[Lf1qu4Drcjkw] for Lf1qu4Drcjkw in uTI8QePifhRt]
jN0JDqL8WWUl = WqUC3KWvYVup.array(dTunTo9fe3fI, dtype=ehT0Px3KOsy9)
return (N6gE1htigVVA, jN0JDqL8WWUl, lwh7PLuGkaKX)
|
fastai/fastai
|
old/fastai/dataset.py
|
parse_csv_labels
|
def parse_csv_labels(fn, skip_header=True, cat_separator = ' '):
"""Parse filenames and label sets from a CSV file.
This method expects that the csv file at path :fn: has two columns. If it
has a header, :skip_header: should be set to True. The labels in the
label set are expected to be space separated.
Arguments:
fn: Path to a CSV file.
skip_header: A boolean flag indicating whether to skip the header.
Returns:
a two-tuple of (
image filenames,
a dictionary of filenames and corresponding labels
)
.
:param cat_separator: the separator for the categories column
"""
df = pd.read_csv(fn, index_col=0, header=0 if skip_header else None, dtype=str)
fnames = df.index.values
df.iloc[:,0] = df.iloc[:,0].str.split(cat_separator)
return fnames, list(df.to_dict().values())[0]
|
python
|
def parse_csv_labels(fn, skip_header=True, cat_separator = ' '):
"""Parse filenames and label sets from a CSV file.
This method expects that the csv file at path :fn: has two columns. If it
has a header, :skip_header: should be set to True. The labels in the
label set are expected to be space separated.
Arguments:
fn: Path to a CSV file.
skip_header: A boolean flag indicating whether to skip the header.
Returns:
a two-tuple of (
image filenames,
a dictionary of filenames and corresponding labels
)
.
:param cat_separator: the separator for the categories column
"""
df = pd.read_csv(fn, index_col=0, header=0 if skip_header else None, dtype=str)
fnames = df.index.values
df.iloc[:,0] = df.iloc[:,0].str.split(cat_separator)
return fnames, list(df.to_dict().values())[0]
|
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] |
Parse filenames and label sets from a CSV file.
This method expects that the csv file at path :fn: has two columns. If it
has a header, :skip_header: should be set to True. The labels in the
label set are expected to be space separated.
Arguments:
fn: Path to a CSV file.
skip_header: A boolean flag indicating whether to skip the header.
Returns:
a two-tuple of (
image filenames,
a dictionary of filenames and corresponding labels
)
.
:param cat_separator: the separator for the categories column
|
[
"Parse",
"filenames",
"and",
"label",
"sets",
"from",
"a",
"CSV",
"file",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L140-L162
|
train
|
Parse filenames and labels from a CSV file.
|
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(49) + '\x33' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(656 - 602) + chr(944 - 895), 60679 - 60671), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100 + 0o56) + chr(54) + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9(chr(312 - 264) + chr(10681 - 10570) + chr(1683 - 1633) + chr(49) + '\x30', 39236 - 39228), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\065' + '\063', 42822 - 42814), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + '\062' + '\x33' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b10101 + 0o34) + '\062' + chr(2103 - 2053), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8822 - 8711) + chr(51) + chr(855 - 804) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5125 - 5014) + '\064' + chr(551 - 498), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(391 - 342) + '\064', 0o10), ehT0Px3KOsy9(chr(1186 - 1138) + chr(0b1011000 + 0o27) + chr(50) + '\064' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + chr(0b110010) + chr(50) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(2270 - 2222) + '\x6f' + '\x33' + chr(1310 - 1262) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100101 + 0o15) + '\x36' + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(53) + chr(0b11111 + 0o30), 36584 - 36576), ehT0Px3KOsy9('\x30' + chr(111) + chr(52) + chr(0b110110), 64967 - 64959), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110111) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(1658 - 1547) + '\x32' + '\063' + '\066', 0b1000), ehT0Px3KOsy9(chr(334 - 286) + chr(111) + '\x32' + chr(2133 - 2085) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(743 - 692) + chr(55) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(5145 - 5034) + chr(53) + chr(50), 15258 - 15250), ehT0Px3KOsy9('\x30' + chr(111) + chr(656 - 604), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10 + 0o60) + chr(0b110001) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1521 - 1472) + chr(0b110010) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1255 - 1207) + chr(0b1001 + 0o146) + chr(0b110001) + chr(53) + chr(858 - 805), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100110 + 0o15) + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4879 - 4768) + chr(50) + chr(52), 21486 - 21478), ehT0Px3KOsy9('\x30' + chr(111) + chr(1802 - 1753) + chr(0b110010) + chr(0b100101 + 0o21), 8), ehT0Px3KOsy9(chr(0b110000) + chr(9825 - 9714) + chr(0b110010) + chr(0b1100 + 0o45) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(2270 - 2222) + chr(0b11111 + 0o26), 46131 - 46123), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(53) + chr(0b110001 + 0o0), 61213 - 61205), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b11111 + 0o120) + chr(49) + chr(0b101100 + 0o11) + chr(0b1101 + 0o44), 8), ehT0Px3KOsy9(chr(704 - 656) + '\157' + chr(51) + chr(52) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10111 + 0o34) + chr(2805 - 2750) + chr(0b11010 + 0o27), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1931 - 1880) + chr(0b110011) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9255 - 9144) + chr(0b110011) + chr(0b101001 + 0o13) + chr(52), 31574 - 31566), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\x32' + chr(49) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8797 - 8686) + chr(0b110011) + '\065' + chr(0b111 + 0o54), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(2765 - 2710) + chr(0b110100), 20090 - 20082)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110101) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b's'), chr(0b101011 + 0o71) + chr(101) + chr(0b100010 + 0o101) + '\157' + chr(7812 - 7712) + chr(0b1100 + 0o131))(chr(117) + chr(0b0 + 0o164) + chr(0b110 + 0o140) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def fDnQ6zAV8NCV(wDsB9Ho570J9, qOglaYwpAzJG=ehT0Px3KOsy9(chr(115 - 67) + chr(0b1101111) + chr(49), 28087 - 28079), PHhsb87BbyT6=xafqLlk3kkUe(SXOLrMavuUCe(b'}'), '\x64' + chr(101) + chr(0b10 + 0o141) + chr(0b1000011 + 0o54) + chr(3478 - 3378) + '\x65')('\165' + '\x74' + '\146' + chr(0b100001 + 0o14) + chr(2901 - 2845))):
aVhM9WzaWXU5 = dubtF9GfzOdC.read_csv(wDsB9Ho570J9, index_col=ehT0Px3KOsy9('\x30' + chr(5631 - 5520) + chr(0b110000), 0o10), header=ehT0Px3KOsy9(chr(581 - 533) + chr(0b1101111) + chr(0b11111 + 0o21), 8) if qOglaYwpAzJG else None, dtype=M8_cKLkHVB2V)
N6gE1htigVVA = aVhM9WzaWXU5.index.SPnCNu54H1db
aVhM9WzaWXU5.j91vOdIHACRC[:, ehT0Px3KOsy9(chr(2211 - 2163) + chr(11992 - 11881) + '\x30', 8)] = aVhM9WzaWXU5.iloc[:, ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), 8)].str.split(PHhsb87BbyT6)
return (N6gE1htigVVA, YyaZ4tpXu4lf(xafqLlk3kkUe(aVhM9WzaWXU5.to_dict(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e\xe1\xdd\xcb\xa5\xe8g\xeem\xbd\xc4\xf1'), '\144' + '\145' + chr(99) + chr(111) + chr(6569 - 6469) + '\x65')(chr(0b1100000 + 0o25) + '\164' + chr(0b1100110) + '\055' + chr(0b111000)))())[ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\060', 8)])
|
fastai/fastai
|
old/fastai/dataset.py
|
isdicom
|
def isdicom(fn):
'''True if the fn points to a DICOM image'''
fn = str(fn)
if fn.endswith('.dcm'):
return True
# Dicom signature from the dicom spec.
with open(fn,'rb') as fh:
fh.seek(0x80)
return fh.read(4)==b'DICM'
|
python
|
def isdicom(fn):
'''True if the fn points to a DICOM image'''
fn = str(fn)
if fn.endswith('.dcm'):
return True
# Dicom signature from the dicom spec.
with open(fn,'rb') as fh:
fh.seek(0x80)
return fh.read(4)==b'DICM'
|
[
"def",
"isdicom",
"(",
"fn",
")",
":",
"fn",
"=",
"str",
"(",
"fn",
")",
"if",
"fn",
".",
"endswith",
"(",
"'.dcm'",
")",
":",
"return",
"True",
"# Dicom signature from the dicom spec.",
"with",
"open",
"(",
"fn",
",",
"'rb'",
")",
"as",
"fh",
":",
"fh",
".",
"seek",
"(",
"0x80",
")",
"return",
"fh",
".",
"read",
"(",
"4",
")",
"==",
"b'DICM'"
] |
True if the fn points to a DICOM image
|
[
"True",
"if",
"the",
"fn",
"points",
"to",
"a",
"DICOM",
"image"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L245-L253
|
train
|
True if the fn points to a DICOM image
|
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(0b1010101 + 0o32) + chr(52) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1252 - 1204) + chr(0b1010110 + 0o31) + chr(1694 - 1639), 0b1000), ehT0Px3KOsy9(chr(343 - 295) + '\157' + chr(1398 - 1349) + '\x30' + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\062' + chr(1293 - 1241), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\063' + chr(2735 - 2681), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b110110) + chr(571 - 520), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110 + 0o55) + chr(0b110000) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(0b110011) + chr(0b110100) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x36' + chr(2052 - 2002), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b11100 + 0o30) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b100111 + 0o11) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(6503 - 6392) + '\x32' + '\x33' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(0b100110 + 0o13) + chr(1892 - 1841) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2744 - 2633) + '\062' + '\067' + chr(2282 - 2228), 50318 - 50310), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x32' + chr(49) + '\x34', 9639 - 9631), ehT0Px3KOsy9('\060' + chr(0b111001 + 0o66) + '\x34' + chr(0b1011 + 0o47), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1001 + 0o52) + chr(55) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2047 - 1992) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(588 - 477) + chr(0b110010) + chr(0b110111) + chr(811 - 763), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(2102 - 2052) + chr(1100 - 1050) + chr(1980 - 1932), 30042 - 30034), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\x37' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3280 - 3169) + chr(1042 - 993) + '\x34' + chr(293 - 241), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1 + 0o156) + chr(0b110010) + chr(0b110111) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(8253 - 8142) + '\x33' + chr(0b10000 + 0o42) + '\x34', 3266 - 3258), ehT0Px3KOsy9(chr(2118 - 2070) + chr(0b110 + 0o151) + chr(49), 46587 - 46579), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(55) + chr(116 - 67), 23876 - 23868), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2149 - 2100) + chr(2050 - 1995) + chr(2095 - 2046), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100011 + 0o16) + chr(0b100110 + 0o21) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000 + 0o1) + chr(52) + chr(1348 - 1293), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + chr(0b110001) + chr(0b110101) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(1818 - 1707) + chr(0b110001) + '\062' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(11299 - 11188) + '\x31' + '\064' + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9(chr(425 - 377) + chr(9121 - 9010) + chr(50) + chr(52) + chr(1261 - 1208), 48572 - 48564), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110 + 0o54) + '\060' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(2233 - 2185) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110101) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(447 - 392) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x36' + '\063', 7400 - 7392), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x31' + '\062' + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(2877 - 2766) + chr(49) + chr(162 - 107) + chr(53), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(53) + chr(1146 - 1098), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), chr(100) + '\x65' + '\x63' + '\x6f' + chr(100) + chr(0b1000100 + 0o41))(chr(7312 - 7195) + chr(116) + chr(102) + chr(0b10010 + 0o33) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FirnZQPtjbDg(wDsB9Ho570J9):
wDsB9Ho570J9 = M8_cKLkHVB2V(wDsB9Ho570J9)
if xafqLlk3kkUe(wDsB9Ho570J9, xafqLlk3kkUe(SXOLrMavuUCe(b"Gi&'\xa9\x1a\xb3\x8a"), chr(0b101101 + 0o67) + '\x65' + '\143' + chr(5350 - 5239) + chr(0b1100100) + chr(0b111000 + 0o55))(chr(117) + '\x74' + '\146' + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x0cc!9'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(11285 - 11174) + '\144' + '\145')(chr(117) + '\164' + '\x66' + chr(45) + chr(0b111000))):
return ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(434 - 385), 8)
with _fwkIVCGgtAN(wDsB9Ho570J9, xafqLlk3kkUe(SXOLrMavuUCe(b'Pe'), chr(0b1010101 + 0o17) + chr(101) + '\143' + chr(111) + '\x64' + chr(101))(chr(13537 - 13420) + '\x74' + chr(0b1010100 + 0o22) + chr(45) + '\x38')) as TEkb1Z6SMtEc:
xafqLlk3kkUe(TEkb1Z6SMtEc, xafqLlk3kkUe(SXOLrMavuUCe(b"Qb'?"), '\x64' + chr(101) + chr(99) + chr(0b1101111) + '\144' + chr(101))(chr(7911 - 7794) + chr(0b1110100) + chr(942 - 840) + '\x2d' + '\x38'))(ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(48) + chr(48), 65265 - 65257))
return xafqLlk3kkUe(TEkb1Z6SMtEc, xafqLlk3kkUe(SXOLrMavuUCe(b'w1\x0f=\x89\x01\xaf\x97\xb1\x89\xf3\xc5'), '\x64' + chr(0b1011100 + 0o11) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')('\x75' + chr(13354 - 13238) + chr(102) + chr(1589 - 1544) + chr(0b111000)))(ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1436 - 1384), 1792 - 1784)) == SXOLrMavuUCe(b'fN\x01\x19')
|
fastai/fastai
|
old/fastai/dataset.py
|
open_image
|
def open_image(fn):
""" Opens an image using OpenCV given the file path.
Arguments:
fn: the file path of the image
Returns:
The image in RGB format as numpy array of floats normalized to range between 0.0 - 1.0
"""
flags = cv2.IMREAD_UNCHANGED+cv2.IMREAD_ANYDEPTH+cv2.IMREAD_ANYCOLOR
if not os.path.exists(fn) and not str(fn).startswith("http"):
raise OSError('No such file or directory: {}'.format(fn))
elif os.path.isdir(fn) and not str(fn).startswith("http"):
raise OSError('Is a directory: {}'.format(fn))
elif isdicom(fn):
slice = pydicom.read_file(fn)
if slice.PhotometricInterpretation.startswith('MONOCHROME'):
# Make a fake RGB image
im = np.stack([slice.pixel_array]*3,-1)
return im / ((1 << slice.BitsStored)-1)
else:
# No support for RGB yet, as it involves various color spaces.
# It shouldn't be too difficult to add though, if needed.
raise OSError('Unsupported DICOM image with PhotometricInterpretation=={}'.format(slice.PhotometricInterpretation))
else:
#res = np.array(Image.open(fn), dtype=np.float32)/255
#if len(res.shape)==2: res = np.repeat(res[...,None],3,2)
#return res
try:
if str(fn).startswith("http"):
req = urllib.urlopen(str(fn))
image = np.asarray(bytearray(req.read()), dtype="uint8")
im = cv2.imdecode(image, flags).astype(np.float32)/255
else:
im = cv2.imread(str(fn), flags).astype(np.float32)/255
if im is None: raise OSError(f'File not recognized by opencv: {fn}')
return cv2.cvtColor(im, cv2.COLOR_BGR2RGB)
except Exception as e:
raise OSError('Error handling image at: {}'.format(fn)) from e
|
python
|
def open_image(fn):
""" Opens an image using OpenCV given the file path.
Arguments:
fn: the file path of the image
Returns:
The image in RGB format as numpy array of floats normalized to range between 0.0 - 1.0
"""
flags = cv2.IMREAD_UNCHANGED+cv2.IMREAD_ANYDEPTH+cv2.IMREAD_ANYCOLOR
if not os.path.exists(fn) and not str(fn).startswith("http"):
raise OSError('No such file or directory: {}'.format(fn))
elif os.path.isdir(fn) and not str(fn).startswith("http"):
raise OSError('Is a directory: {}'.format(fn))
elif isdicom(fn):
slice = pydicom.read_file(fn)
if slice.PhotometricInterpretation.startswith('MONOCHROME'):
# Make a fake RGB image
im = np.stack([slice.pixel_array]*3,-1)
return im / ((1 << slice.BitsStored)-1)
else:
# No support for RGB yet, as it involves various color spaces.
# It shouldn't be too difficult to add though, if needed.
raise OSError('Unsupported DICOM image with PhotometricInterpretation=={}'.format(slice.PhotometricInterpretation))
else:
#res = np.array(Image.open(fn), dtype=np.float32)/255
#if len(res.shape)==2: res = np.repeat(res[...,None],3,2)
#return res
try:
if str(fn).startswith("http"):
req = urllib.urlopen(str(fn))
image = np.asarray(bytearray(req.read()), dtype="uint8")
im = cv2.imdecode(image, flags).astype(np.float32)/255
else:
im = cv2.imread(str(fn), flags).astype(np.float32)/255
if im is None: raise OSError(f'File not recognized by opencv: {fn}')
return cv2.cvtColor(im, cv2.COLOR_BGR2RGB)
except Exception as e:
raise OSError('Error handling image at: {}'.format(fn)) from e
|
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] |
Opens an image using OpenCV given the file path.
Arguments:
fn: the file path of the image
Returns:
The image in RGB format as numpy array of floats normalized to range between 0.0 - 1.0
|
[
"Opens",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L255-L293
|
train
|
Opens an image using OpenCV and returns the image in RGB format.
|
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(0b110010) + '\066' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(991 - 937) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1006 - 957) + chr(0b1110 + 0o44) + chr(0b101110 + 0o6), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(0b100100 + 0o16) + chr(1107 - 1055) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\063' + chr(0b101 + 0o62) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + '\066' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(51) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1233 - 1185) + chr(0b1100100 + 0o13) + chr(0b110010) + '\x30' + chr(50), 1425 - 1417), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b110000) + chr(291 - 238), ord("\x08")), ehT0Px3KOsy9(chr(1037 - 989) + '\157' + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(1286 - 1238) + '\x6f' + chr(1837 - 1786) + chr(0b110001) + chr(2355 - 2305), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101001 + 0o11) + '\064' + chr(0b101111 + 0o7), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(1786 - 1736) + chr(49) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(1353 - 1302) + chr(680 - 629) + chr(0b100111 + 0o13), 32766 - 32758), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b110010) + chr(55) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(50) + '\064' + '\066', 8), ehT0Px3KOsy9(chr(1683 - 1635) + chr(0b1101111) + chr(0b1001 + 0o52) + chr(0b110011) + chr(0b100110 + 0o20), 0o10), ehT0Px3KOsy9(chr(2264 - 2216) + '\157' + '\065' + chr(0b101100 + 0o10), 16939 - 16931), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\062' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + '\x33' + chr(0b11011 + 0o25) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2376 - 2323) + chr(0b10 + 0o60), 36210 - 36202), ehT0Px3KOsy9(chr(1123 - 1075) + chr(111) + chr(51) + '\x36' + chr(3012 - 2957), 0o10), ehT0Px3KOsy9(chr(2280 - 2232) + chr(111) + '\x36' + chr(0b110011 + 0o4), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1200 - 1151) + '\x37' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\065' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x32' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(0b110011) + chr(1469 - 1419) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b111 + 0o53) + chr(0b1110 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2207 - 2158) + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10001 + 0o40) + chr(0b110001) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b110001) + '\062' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(51) + chr(0b110110) + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(5210 - 5099) + '\062' + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\x31', 41660 - 41652), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(50) + '\062' + chr(141 - 87), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + '\x34' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(896 - 846) + chr(0b110000) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(732 - 681) + chr(50) + chr(1181 - 1133), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(2055 - 2005) + chr(2577 - 2526) + chr(1226 - 1178), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(92 - 38), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f'), chr(100) + chr(0b10111 + 0o116) + chr(99) + '\157' + '\144' + '\145')('\165' + '\164' + chr(0b1100110) + chr(1405 - 1360) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Pqw3VjzeRdQW(wDsB9Ho570J9):
T57JZWaIWbrd = KJXrc9aHu3IJ.IMREAD_UNCHANGED + KJXrc9aHu3IJ.IMREAD_ANYDEPTH + KJXrc9aHu3IJ.IMREAD_ANYCOLOR
if not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4J=\xd0\x8bE'), chr(0b1011011 + 0o11) + '\145' + chr(5864 - 5765) + chr(0b1101111) + chr(4352 - 4252) + chr(870 - 769))(chr(0b1101111 + 0o6) + '\164' + chr(0b1001001 + 0o35) + '\x2d' + chr(0b111000)))(wDsB9Ho570J9) and (not xafqLlk3kkUe(M8_cKLkHVB2V(wDsB9Ho570J9), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2F5\xd1\x8bE\xac\xeb\xb1`'), chr(813 - 713) + '\x65' + '\x63' + '\157' + chr(100) + chr(101))(chr(12271 - 12154) + chr(0b1010101 + 0o37) + '\x66' + chr(1939 - 1894) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9F \xd3'), '\x64' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(9674 - 9573))(chr(0b1110101) + '\164' + chr(4631 - 4529) + chr(0b11100 + 0o21) + '\070'))):
raise KlPSljPzIJ_u(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xff]t\xd0\x8aU\xb3\xa2\xa3a\xa6\xc3\xad\xb5\xc8\x86\xbaE"\xa7I\x83X\x0b\xd5\xec\xf4\xecu'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(4841 - 4741) + chr(1352 - 1251))('\x75' + chr(9992 - 9876) + '\x66' + '\055' + chr(0b1100 + 0o54)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7]&\xce\x9eB'), '\x64' + chr(2728 - 2627) + '\143' + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + '\x38'))(wDsB9Ho570J9))
elif xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8A0\xca\x8d'), '\x64' + '\x65' + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(0b101 + 0o160) + chr(0b1110100) + chr(0b1111 + 0o127) + '\x2d' + chr(2205 - 2149)))(wDsB9Ho570J9) and (not xafqLlk3kkUe(M8_cKLkHVB2V(wDsB9Ho570J9), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2F5\xd1\x8bE\xac\xeb\xb1`'), '\x64' + chr(0b111111 + 0o46) + '\143' + chr(111) + chr(0b1001001 + 0o33) + '\145')('\165' + chr(116) + chr(102) + chr(45) + chr(0b11010 + 0o36)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9F \xd3'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b100001 + 0o104))(chr(0b1110101) + chr(0b1110100) + chr(0b101010 + 0o74) + chr(748 - 703) + chr(0b1000 + 0o60)))):
raise KlPSljPzIJ_u(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8At\xc2\xdfR\xb2\xf0\xa0k\xbe\xc9\xff\xa3\x80\x86\xa5Q'), '\144' + '\145' + chr(99) + '\157' + chr(7681 - 7581) + chr(0b11001 + 0o114))(chr(117) + chr(0b1110100) + '\x66' + '\055' + chr(0b10001 + 0o47)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7]&\xce\x9eB'), '\144' + chr(0b1001101 + 0o30) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(101))('\165' + chr(0b1110100) + chr(102) + '\055' + chr(0b111000)))(wDsB9Ho570J9))
elif FirnZQPtjbDg(wDsB9Ho570J9):
W3g84rNiEdDQ = ryeZ8zJJo1VO.read_file(wDsB9Ho570J9)
if xafqLlk3kkUe(W3g84rNiEdDQ.PhotometricInterpretation, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2F5\xd1\x8bE\xac\xeb\xb1`'), chr(0b1100100) + chr(1021 - 920) + chr(6080 - 5981) + chr(111) + '\x64' + chr(101))(chr(0b1110101 + 0o0) + '\164' + chr(102) + chr(0b101101) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc}\x1a\xec\xbc~\x89\xcd\x88M'), chr(9867 - 9767) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110 + 0o146) + '\x66' + chr(45) + '\070')):
VgsKglavAqRV = WqUC3KWvYVup.stack([W3g84rNiEdDQ.pixel_array] * ehT0Px3KOsy9(chr(48) + chr(0b110011 + 0o74) + chr(1068 - 1017), ord("\x08")), -ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49), 0b1000))
return VgsKglavAqRV / ((ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001), 8) << xafqLlk3kkUe(W3g84rNiEdDQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3[ \xd0\xacB\xb4\xf0\xa0l'), '\144' + '\145' + '\x63' + chr(0b10001 + 0o136) + chr(0b1001000 + 0o34) + chr(101))(chr(0b101100 + 0o111) + '\x74' + '\x66' + chr(45) + '\x38'))) - ehT0Px3KOsy9(chr(1197 - 1149) + chr(7402 - 7291) + chr(0b110001), 8))
else:
raise KlPSljPzIJ_u(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b"\xe4\\'\xd6\x8fF\xb4\xf0\xb1m\xae\x86\xc9\x93\xf9\xe9\x93\x0c9\xafK\x90RY\xdb\xbf\xa0\xff(\x1c?\x98\xc2f\xfbG\xf2\xa2\xf1m\xf8\\ \xc6\x8dF\xa9\xe7\xb1i\xbe\xcf\xe2\xb4\x87\x9b\xa5Q"), chr(100) + chr(0b1100101) + '\x63' + chr(5337 - 5226) + chr(0b111001 + 0o53) + chr(0b111110 + 0o47))(chr(13194 - 13077) + chr(5953 - 5837) + '\146' + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7]&\xce\x9eB'), chr(3330 - 3230) + '\145' + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(12225 - 12108) + '\x74' + chr(102) + '\055' + '\070'))(xafqLlk3kkUe(W3g84rNiEdDQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1Z;\xd7\x90[\xbe\xf6\xb7a\xa9\xef\xe3\xae\xdf\xd4\xae^5\xb6K\x83^\x16\xc2'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(101))('\165' + chr(372 - 256) + '\146' + chr(0b100000 + 0o15) + chr(670 - 614)))))
else:
try:
if xafqLlk3kkUe(M8_cKLkHVB2V(wDsB9Ho570J9), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2F5\xd1\x8bE\xac\xeb\xb1`'), chr(100) + chr(2962 - 2861) + chr(402 - 303) + '\157' + chr(100) + chr(0b10110 + 0o117))(chr(0b1000001 + 0o64) + chr(0b10 + 0o162) + chr(1524 - 1422) + '\x2d' + chr(570 - 514)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9F \xd3'), '\144' + chr(0b1010011 + 0o22) + chr(99) + chr(0b100 + 0o153) + chr(0b100111 + 0o75) + '\145')(chr(0b101011 + 0o112) + '\x74' + chr(0b1100110) + '\x2d' + '\x38')):
RaJ10cX5BL3G = hrWK8jWQcC4X.urlopen(M8_cKLkHVB2V(wDsB9Ho570J9))
IdmAHWfCqrnp = WqUC3KWvYVup.asarray(QC9iu2kLpS8s(RaJ10cX5BL3G.U6MiWrhuCi2Y()), dtype=xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4[:\xd7\xc7'), chr(973 - 873) + '\x65' + chr(0b101010 + 0o71) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(0b1100110) + chr(0b11100 + 0o21) + '\070'))
VgsKglavAqRV = KJXrc9aHu3IJ.imdecode(IdmAHWfCqrnp, T57JZWaIWbrd).astype(WqUC3KWvYVup.float32) / ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(534 - 483) + chr(128 - 73) + chr(0b1010 + 0o55), 8)
else:
VgsKglavAqRV = KJXrc9aHu3IJ.imread(M8_cKLkHVB2V(wDsB9Ho570J9), T57JZWaIWbrd).astype(WqUC3KWvYVup.float32) / ehT0Px3KOsy9(chr(0b110000) + chr(6493 - 6382) + chr(1698 - 1647) + '\x37' + '\x37', 8)
if VgsKglavAqRV is None:
raise KlPSljPzIJ_u(f'File not recognized by opencv: {wDsB9Ho570J9}')
return xafqLlk3kkUe(KJXrc9aHu3IJ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2D \xe0\x90Z\xb4\xf0'), '\x64' + chr(0b1111 + 0o126) + '\143' + chr(10377 - 10266) + '\144' + '\145')(chr(0b1101011 + 0o12) + '\x74' + chr(0b1100110) + chr(0b101001 + 0o4) + '\070'))(VgsKglavAqRV, xafqLlk3kkUe(KJXrc9aHu3IJ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2}\x18\xec\xadi\x99\xc5\x97:\x98\xe1\xcf'), chr(0b1100100) + '\145' + chr(0b1000110 + 0o35) + '\157' + chr(100) + '\145')('\165' + '\x74' + chr(9045 - 8943) + chr(1494 - 1449) + chr(56))))
except jLmadlzMdunT as GlnVAPeT6CUe:
raise KlPSljPzIJ_u(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4@&\xcc\x8d\x16\xb3\xe3\xabl\xa6\xcf\xe3\xbd\x9a\xcf\xb3M7\xa7\n\x96CC\x8c\xad\xa9'), chr(8881 - 8781) + chr(2387 - 2286) + chr(4864 - 4765) + chr(0b1101111 + 0o0) + chr(0b1010000 + 0o24) + chr(0b1100101))('\x75' + chr(0b1011010 + 0o32) + chr(0b1100110) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7]&\xce\x9eB'), chr(0b1001110 + 0o26) + chr(0b100111 + 0o76) + chr(99) + '\x6f' + '\144' + chr(0b111011 + 0o52))('\x75' + '\164' + '\146' + '\055' + '\x38'))(wDsB9Ho570J9)) from GlnVAPeT6CUe
|
fastai/fastai
|
old/fastai/dataset.py
|
split_by_idx
|
def split_by_idx(idxs, *a):
"""
Split each array passed as *a, to a pair of arrays like this (elements selected by idxs, the remaining elements)
This can be used to split multiple arrays containing training data to validation and training set.
:param idxs [int]: list of indexes selected
:param a list: list of np.array, each array should have same amount of elements in the first dimension
:return: list of tuples, each containing a split of corresponding array from *a.
First element of each tuple is an array composed from elements selected by idxs,
second element is an array of remaining elements.
"""
mask = np.zeros(len(a[0]),dtype=bool)
mask[np.array(idxs)] = True
return [(o[mask],o[~mask]) for o in a]
|
python
|
def split_by_idx(idxs, *a):
"""
Split each array passed as *a, to a pair of arrays like this (elements selected by idxs, the remaining elements)
This can be used to split multiple arrays containing training data to validation and training set.
:param idxs [int]: list of indexes selected
:param a list: list of np.array, each array should have same amount of elements in the first dimension
:return: list of tuples, each containing a split of corresponding array from *a.
First element of each tuple is an array composed from elements selected by idxs,
second element is an array of remaining elements.
"""
mask = np.zeros(len(a[0]),dtype=bool)
mask[np.array(idxs)] = True
return [(o[mask],o[~mask]) for o in a]
|
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Split each array passed as *a, to a pair of arrays like this (elements selected by idxs, the remaining elements)
This can be used to split multiple arrays containing training data to validation and training set.
:param idxs [int]: list of indexes selected
:param a list: list of np.array, each array should have same amount of elements in the first dimension
:return: list of tuples, each containing a split of corresponding array from *a.
First element of each tuple is an array composed from elements selected by idxs,
second element is an array of remaining elements.
|
[
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L594-L607
|
train
|
Split each array passed as a to a pair of arrays like this ( elements selected by idxs the remaining elements
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(703 - 652) + chr(0b100010 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\x32' + chr(631 - 578), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(0b100011 + 0o17) + '\x34' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50) + chr(0b110000) + '\061', 37857 - 37849), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\067', 0o10), ehT0Px3KOsy9(chr(959 - 911) + chr(111) + '\061' + '\062' + chr(1709 - 1661), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o23), 8180 - 8172), ehT0Px3KOsy9('\060' + '\x6f' + chr(965 - 914) + chr(0b110100) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110000 + 0o3) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1100 + 0o46) + '\063' + '\067', 0b1000), ehT0Px3KOsy9(chr(1719 - 1671) + chr(0b1101111) + chr(0b10001 + 0o41) + chr(53) + '\x36', 25382 - 25374), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(0b100011 + 0o21) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b100110 + 0o14) + '\x31' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(5334 - 5223) + chr(122 - 71) + chr(0b10111 + 0o34) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(459 - 408) + '\x30' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(10474 - 10363) + chr(51) + '\x34' + chr(0b100101 + 0o21), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(7365 - 7254) + '\061' + chr(51) + chr(0b110011 + 0o1), 44037 - 44029), ehT0Px3KOsy9(chr(568 - 520) + chr(111) + chr(853 - 802) + chr(0b101000 + 0o14) + chr(53), 46924 - 46916), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110000) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8664 - 8553) + chr(51) + '\066' + chr(54), 0o10), ehT0Px3KOsy9(chr(1378 - 1330) + chr(7280 - 7169) + chr(0b110011) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b10010 + 0o45) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1518 - 1470) + chr(111) + chr(49) + chr(50) + chr(1917 - 1868), 34324 - 34316), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110100) + '\x33', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b101100 + 0o10) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(380 - 332), 23534 - 23526), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b1000 + 0o52) + chr(0b110110) + chr(607 - 554), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o22) + '\x34' + chr(459 - 407), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(0b110010) + chr(50) + chr(0b101111 + 0o7), 0b1000), ehT0Px3KOsy9(chr(438 - 390) + chr(6930 - 6819) + '\062' + chr(0b111 + 0o56), 20589 - 20581), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100101 + 0o16) + '\x31' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1547 - 1499) + chr(111) + '\061' + '\060' + chr(0b1 + 0o63), 0b1000), ehT0Px3KOsy9('\060' + chr(2696 - 2585) + chr(0b110010 + 0o0) + chr(49) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x34' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110000 + 0o6) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1861 - 1812) + '\063', 0o10), ehT0Px3KOsy9(chr(930 - 882) + chr(0b1101111) + chr(49) + '\x34', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + '\x35' + chr(0b1 + 0o57), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0'), chr(0b1100100) + '\145' + chr(1033 - 934) + chr(111) + '\x64' + chr(4854 - 4753))('\165' + chr(0b1010001 + 0o43) + chr(102) + chr(436 - 391) + chr(0b111 + 0o61)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WDFJqH03TTfS(dTunTo9fe3fI, *XPh1qbAgrPgG):
Iz1jSgUKZDvt = WqUC3KWvYVup.zeros(c2A0yzQpDQB3(XPh1qbAgrPgG[ehT0Px3KOsy9(chr(48) + '\157' + '\x30', 8)]), dtype=WbBjf8Y7v9VN)
Iz1jSgUKZDvt[WqUC3KWvYVup.B0ePDhpqxN5n(dTunTo9fe3fI)] = ehT0Px3KOsy9('\x30' + '\x6f' + chr(1600 - 1551), 0o10)
return [(gb6ab8SSTLgq[Iz1jSgUKZDvt], gb6ab8SSTLgq[~Iz1jSgUKZDvt]) for gb6ab8SSTLgq in XPh1qbAgrPgG]
|
fastai/fastai
|
old/fastai/dataset.py
|
FilesDataset.resize_imgs
|
def resize_imgs(self, targ, new_path, resume=True, fn=None):
"""
resize all images in the dataset and save them to `new_path`
Arguments:
targ (int): the target size
new_path (string): the new folder to save the images
resume (bool): if true (default), allow resuming a partial resize operation by checking for the existence
of individual images rather than the existence of the directory
fn (function): custom resizing function Img -> Img
"""
dest = resize_imgs(self.fnames, targ, self.path, new_path, resume, fn)
return self.__class__(self.fnames, self.y, self.transform, dest)
|
python
|
def resize_imgs(self, targ, new_path, resume=True, fn=None):
"""
resize all images in the dataset and save them to `new_path`
Arguments:
targ (int): the target size
new_path (string): the new folder to save the images
resume (bool): if true (default), allow resuming a partial resize operation by checking for the existence
of individual images rather than the existence of the directory
fn (function): custom resizing function Img -> Img
"""
dest = resize_imgs(self.fnames, targ, self.path, new_path, resume, fn)
return self.__class__(self.fnames, self.y, self.transform, dest)
|
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resize all images in the dataset and save them to `new_path`
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targ (int): the target size
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resume (bool): if true (default), allow resuming a partial resize operation by checking for the existence
of individual images rather than the existence of the directory
fn (function): custom resizing function Img -> Img
|
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"-",
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"Img"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L303-L315
|
train
|
Resizes all images in the dataset and saves them to new_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(0b100011 + 0o15) + chr(111) + chr(0b10 + 0o57) + chr(0b110111) + '\061', 38825 - 38817), ehT0Px3KOsy9(chr(48) + chr(0b1100111 + 0o10) + chr(0b110101) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + '\063' + '\x33' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o60) + chr(0b110111) + chr(0b110011), 50725 - 50717), ehT0Px3KOsy9('\x30' + chr(111) + chr(746 - 694) + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11652 - 11541) + '\063' + chr(53) + chr(0b100011 + 0o24), 0b1000), ehT0Px3KOsy9(chr(2062 - 2014) + chr(1066 - 955) + '\x31' + chr(0b110011) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(774 - 726) + '\x6f' + chr(0b100000 + 0o23) + chr(0b101000 + 0o11), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b0 + 0o67) + '\065', 62873 - 62865), ehT0Px3KOsy9('\060' + chr(10444 - 10333) + chr(0b110001) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\062' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b1100 + 0o51) + chr(0b10 + 0o62), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o25) + chr(0b110101) + chr(0b111 + 0o51), 2449 - 2441), ehT0Px3KOsy9('\x30' + '\157' + chr(62 - 11) + chr(1114 - 1061) + chr(0b101000 + 0o16), 26309 - 26301), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + '\063' + '\060' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(5711 - 5600) + '\x32' + '\x30' + chr(0b10111 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b110011 + 0o74) + chr(0b110010) + chr(0b100111 + 0o13) + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + chr(0b110001) + chr(691 - 639) + chr(671 - 617), 15882 - 15874), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11111 + 0o24) + chr(1205 - 1157) + chr(0b100011 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(967 - 918) + chr(1666 - 1615) + chr(48), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1592 - 1543) + chr(1578 - 1524) + chr(1292 - 1240), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(12080 - 11969) + '\063' + '\x33' + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110101) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b11100 + 0o26) + '\x30', 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\x32' + '\067' + '\x32', 9623 - 9615), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(1264 - 1211) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(899 - 850) + chr(0b11000 + 0o31) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(672 - 624) + '\157' + chr(1430 - 1380) + '\063' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(7167 - 7056) + chr(1381 - 1332) + chr(50) + chr(0b110000), 8), ehT0Px3KOsy9(chr(498 - 450) + '\157' + '\x31' + chr(1636 - 1581) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + chr(50) + '\060' + chr(1881 - 1832), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8009 - 7898) + chr(50) + '\060' + chr(0b110001), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(1241 - 1190) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(9832 - 9721) + chr(0b110001) + '\067' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32', 39808 - 39800), ehT0Px3KOsy9(chr(464 - 416) + chr(111) + chr(0b110110) + '\067', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b110011) + '\x32', 54512 - 54504)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2035 - 1987) + '\157' + '\065' + chr(0b101001 + 0o7), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(0b1000111 + 0o35) + '\x65' + chr(99) + chr(8981 - 8870) + chr(100) + chr(8365 - 8264))('\165' + '\164' + chr(0b1000111 + 0o37) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def EqBnTvv7BNyn(oVre8I6UXc3b, nS8De24tx6BB, EDbutuN8kt72, nZ_kXXKO_LOJ=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1664 - 1615), 10816 - 10808), wDsB9Ho570J9=None):
r6aMMPMZwN9t = EqBnTvv7BNyn(oVre8I6UXc3b.fnames, nS8De24tx6BB, oVre8I6UXc3b.path, EDbutuN8kt72, nZ_kXXKO_LOJ, wDsB9Ho570J9)
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b':T\xee\xcbd9\x9bhC\xba9\x01'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(0b101100 + 0o72) + chr(45) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1fC\xbf\xd6E#'), chr(744 - 644) + '\145' + chr(0b1100011) + '\157' + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'*\\\xb7\xe8o$\xb6\x17h\xb2@\x1b'), chr(0b1010100 + 0o20) + chr(0b1100101) + chr(99) + '\x6f' + '\x64' + '\145')(chr(117) + chr(0b11 + 0o161) + chr(0b1100110) + '\x2d' + chr(241 - 185))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\r_\xbf\xd5S6\x80*t'), chr(100) + chr(0b10101 + 0o120) + chr(99) + chr(0b1101111) + '\x64' + chr(101))(chr(117) + chr(13335 - 13219) + chr(6734 - 6632) + chr(1124 - 1079) + chr(460 - 404))), r6aMMPMZwN9t)
|
fastai/fastai
|
old/fastai/dataset.py
|
FilesDataset.denorm
|
def denorm(self,arr):
"""Reverse the normalization done to a batch of images.
Arguments:
arr: of shape/size (N,3,sz,sz)
"""
if type(arr) is not np.ndarray: arr = to_np(arr)
if len(arr.shape)==3: arr = arr[None]
return self.transform.denorm(np.rollaxis(arr,1,4))
|
python
|
def denorm(self,arr):
"""Reverse the normalization done to a batch of images.
Arguments:
arr: of shape/size (N,3,sz,sz)
"""
if type(arr) is not np.ndarray: arr = to_np(arr)
if len(arr.shape)==3: arr = arr[None]
return self.transform.denorm(np.rollaxis(arr,1,4))
|
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] |
Reverse the normalization done to a batch of images.
Arguments:
arr: of shape/size (N,3,sz,sz)
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L317-L325
|
train
|
Reverse the normalization done to a batch of images.
|
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(770 - 721) + '\x37' + chr(0b1010 + 0o47), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9137 - 9026) + '\067' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1019 - 971) + '\x6f' + chr(0b1011 + 0o50) + chr(1319 - 1265) + '\x30', 528 - 520), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110011) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(54) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(7426 - 7315) + chr(50) + chr(0b110000 + 0o2) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11101 + 0o24) + chr(54) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + chr(0b100100 + 0o16), 13630 - 13622), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1010101 + 0o32) + chr(0b0 + 0o61) + '\x31' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010 + 0o0) + '\x32' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(322 - 274) + chr(10421 - 10310) + chr(0b100111 + 0o13) + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\x31' + '\x37' + chr(52), 52080 - 52072), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(904 - 854), 60985 - 60977), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b110111) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2167 - 2118) + chr(2689 - 2634) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(772 - 724) + chr(0b1101111) + '\x31' + '\x36' + chr(52), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(2646 - 2535) + '\x34' + '\060', 12512 - 12504), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(1605 - 1555) + '\063' + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(54) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(732 - 684) + '\157' + '\064', 3012 - 3004), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(52) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(778 - 726) + chr(0b110 + 0o52), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b100010 + 0o21) + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1 + 0o61) + chr(0b0 + 0o65) + '\x31', 0b1000), ehT0Px3KOsy9(chr(99 - 51) + chr(8768 - 8657) + '\x33' + '\062' + chr(983 - 932), 0o10), ehT0Px3KOsy9(chr(1830 - 1782) + chr(2377 - 2266) + '\061' + '\060' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\062' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(370 - 259) + chr(0b110011) + chr(1009 - 961) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + '\061' + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110011) + chr(1909 - 1857), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1235 - 1186) + chr(51) + chr(128 - 76), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(11710 - 11599) + chr(1276 - 1226) + chr(0b1 + 0o65) + '\060', 64394 - 64386), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + '\x31' + '\064', 51829 - 51821), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(8405 - 8294) + chr(49) + chr(1591 - 1540) + chr(0b11 + 0o63), 0o10), ehT0Px3KOsy9(chr(483 - 435) + '\157' + chr(0b11100 + 0o27) + chr(55) + '\063', 17482 - 17474), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b11101 + 0o27) + chr(0b110011), 15501 - 15493), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b10001 + 0o41) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1995 - 1946) + chr(0b110110) + chr(0b10101 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(1788 - 1740) + chr(12215 - 12104) + chr(0b110011) + chr(0b110000) + chr(50), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(2999 - 2888) + chr(0b110000 + 0o5) + chr(0b10001 + 0o37), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(0b111 + 0o135) + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(0b1100101))('\x75' + chr(116) + chr(0b1010010 + 0o24) + chr(763 - 718) + chr(0b110100 + 0o4)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ixM5_tP91sNT(oVre8I6UXc3b, ZxkNvNvuRNy5):
if not PlSM16l2KDPD(ZxkNvNvuRNy5, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17Y\x91\xed\x06\xf1\r'), '\144' + chr(9944 - 9843) + '\x63' + chr(111) + '\x64' + '\145')('\x75' + chr(0b111 + 0o155) + chr(3925 - 3823) + '\055' + chr(0b1011 + 0o55)))):
ZxkNvNvuRNy5 = dw42UMwEDh0P(ZxkNvNvuRNy5)
if c2A0yzQpDQB3(xafqLlk3kkUe(ZxkNvNvuRNy5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\\\x85\xc6\x12\xdc\x13N\x1f\xe4\xc8\x1e'), chr(6472 - 6372) + chr(1179 - 1078) + '\x63' + '\x6f' + chr(0b1100 + 0o130) + chr(101))('\165' + '\x74' + chr(0b1100011 + 0o3) + chr(297 - 252) + '\x38'))) == ehT0Px3KOsy9('\060' + chr(8005 - 7894) + chr(0b110011), 0o10):
ZxkNvNvuRNy5 = ZxkNvNvuRNy5[None]
return xafqLlk3kkUe(oVre8I6UXc3b.transform, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10E\xbd\xaa+\xe4$\x1bz\xe7\xe5('), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(0b100000 + 0o125) + '\164' + chr(102) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0bR\x9c\xf3\x15\xe8\x1dQ'), chr(100) + chr(0b1 + 0o144) + chr(0b111001 + 0o52) + '\x6f' + chr(0b1100100) + chr(5478 - 5377))(chr(0b1110101) + '\164' + chr(852 - 750) + chr(1394 - 1349) + chr(0b111000)))(ZxkNvNvuRNy5, ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(770 - 721), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(52), 8)))
|
fastai/fastai
|
old/fastai/dataset.py
|
ImageData.resized
|
def resized(self, dl, targ, new_path, resume = True, fn=None):
"""
Return a copy of this dataset resized
"""
return dl.dataset.resize_imgs(targ, new_path, resume=resume, fn=fn) if dl else None
|
python
|
def resized(self, dl, targ, new_path, resume = True, fn=None):
"""
Return a copy of this dataset resized
"""
return dl.dataset.resize_imgs(targ, new_path, resume=resume, fn=fn) if dl else None
|
[
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"resized",
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",",
"dl",
",",
"targ",
",",
"new_path",
",",
"resume",
"=",
"True",
",",
"fn",
"=",
"None",
")",
":",
"return",
"dl",
".",
"dataset",
".",
"resize_imgs",
"(",
"targ",
",",
"new_path",
",",
"resume",
"=",
"resume",
",",
"fn",
"=",
"fn",
")",
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"dl",
"else",
"None"
] |
Return a copy of this dataset resized
|
[
"Return",
"a",
"copy",
"of",
"this",
"dataset",
"resized"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L423-L427
|
train
|
Resizes the images in targ to new_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(0b110000 + 0o0) + chr(6778 - 6667) + '\062' + chr(51) + chr(982 - 934), 0o10), ehT0Px3KOsy9(chr(48) + chr(1435 - 1324) + chr(941 - 892) + chr(0b110011) + chr(469 - 414), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1001 + 0o51) + '\063' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\064' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\x31' + chr(0b100110 + 0o14) + '\067', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(1576 - 1523) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b10000 + 0o137) + chr(1214 - 1163) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\x33' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\x33' + chr(0b1111 + 0o45) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x36' + chr(0b1 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + '\x31' + chr(0b110001) + '\x37', 0o10), ehT0Px3KOsy9(chr(1179 - 1131) + chr(0b1101111) + chr(0b110010) + chr(0b110110) + chr(0b10010 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b100111 + 0o13) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11011 + 0o27) + '\x35' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9644 - 9533) + '\x31' + chr(53) + chr(0b10010 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110111) + chr(0b1111 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(48) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\060' + chr(0b110111), 56668 - 56660), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(55) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(514 - 466) + chr(111) + '\x31' + chr(48) + '\066', 14380 - 14372), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(813 - 702) + '\x33' + chr(2023 - 1972) + '\060', 49115 - 49107), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10 + 0o61) + '\x31' + chr(2426 - 2371), 0b1000), ehT0Px3KOsy9('\x30' + chr(4990 - 4879) + '\061' + chr(52) + '\x31', 0o10), ehT0Px3KOsy9(chr(1262 - 1214) + '\157' + chr(2155 - 2105) + chr(53) + '\061', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(322 - 211) + chr(52) + chr(2101 - 2052), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(936 - 887) + '\061' + chr(557 - 503), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1956 - 1905) + chr(0b110011) + chr(0b110110), 60715 - 60707), ehT0Px3KOsy9(chr(0b110000) + chr(4959 - 4848) + chr(0b110111) + chr(1527 - 1476), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10100 + 0o133) + '\x33' + '\067' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(1849 - 1738) + '\061' + '\x30' + chr(260 - 211), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\063' + '\x36' + '\x33', 8053 - 8045), ehT0Px3KOsy9(chr(0b110000) + chr(8030 - 7919) + chr(0b110010) + chr(53) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1010 - 962) + '\x6f' + chr(0b100011 + 0o20) + chr(52) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\x33' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x36' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(135 - 84) + chr(55), 0b1000)][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'\xb6'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101110 + 0o1) + chr(7095 - 6995) + '\145')(chr(117) + chr(116) + chr(0b1100110) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WtwNT8mgjGt3(oVre8I6UXc3b, TBU4GDgIgbK6, nS8De24tx6BB, EDbutuN8kt72, nZ_kXXKO_LOJ=ehT0Px3KOsy9(chr(997 - 949) + chr(0b1101111) + chr(1043 - 994), ord("\x08")), wDsB9Ho570J9=None):
return xafqLlk3kkUe(TBU4GDgIgbK6.dataset, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea:\xe9\t-\nB\xf7\x8f\x93<'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(7874 - 7774) + '\145')('\165' + chr(116) + chr(102) + chr(1044 - 999) + chr(0b111000)))(nS8De24tx6BB, EDbutuN8kt72, resume=nZ_kXXKO_LOJ, fn=wDsB9Ho570J9) if TBU4GDgIgbK6 else None
|
fastai/fastai
|
old/fastai/dataset.py
|
ImageData.resize
|
def resize(self, targ_sz, new_path='tmp', resume=True, fn=None):
"""
Resizes all the images in the train, valid, test folders to a given size.
Arguments:
targ_sz (int): the target size
new_path (str): the path to save the resized images (default tmp)
resume (bool): if True, check for images in the DataSet that haven't been resized yet (useful if a previous resize
operation was aborted)
fn (function): optional custom resizing function
"""
new_ds = []
dls = [self.trn_dl,self.val_dl,self.fix_dl,self.aug_dl]
if self.test_dl: dls += [self.test_dl, self.test_aug_dl]
else: dls += [None,None]
t = tqdm_notebook(dls)
for dl in t: new_ds.append(self.resized(dl, targ_sz, new_path, resume, fn))
t.close()
return self.__class__(new_ds[0].path, new_ds, self.bs, self.num_workers, self.classes)
|
python
|
def resize(self, targ_sz, new_path='tmp', resume=True, fn=None):
"""
Resizes all the images in the train, valid, test folders to a given size.
Arguments:
targ_sz (int): the target size
new_path (str): the path to save the resized images (default tmp)
resume (bool): if True, check for images in the DataSet that haven't been resized yet (useful if a previous resize
operation was aborted)
fn (function): optional custom resizing function
"""
new_ds = []
dls = [self.trn_dl,self.val_dl,self.fix_dl,self.aug_dl]
if self.test_dl: dls += [self.test_dl, self.test_aug_dl]
else: dls += [None,None]
t = tqdm_notebook(dls)
for dl in t: new_ds.append(self.resized(dl, targ_sz, new_path, resume, fn))
t.close()
return self.__class__(new_ds[0].path, new_ds, self.bs, self.num_workers, self.classes)
|
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] |
Resizes all the images in the train, valid, test folders to a given size.
Arguments:
targ_sz (int): the target size
new_path (str): the path to save the resized images (default tmp)
resume (bool): if True, check for images in the DataSet that haven't been resized yet (useful if a previous resize
operation was aborted)
fn (function): optional custom resizing function
|
[
"Resizes",
"all",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L429-L447
|
train
|
Resizes all the images in the train valid test folders to a given size.
|
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(2191 - 2143) + chr(1719 - 1608) + '\x32', 5271 - 5263), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1 + 0o62) + chr(0b101110 + 0o3) + chr(0b101110 + 0o5), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(1121 - 1068) + chr(0b10111 + 0o33), 62054 - 62046), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\064' + chr(238 - 190), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(51), 6619 - 6611), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\x34' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\062' + '\060', 55165 - 55157), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(92 - 40) + chr(1516 - 1466), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\065' + chr(327 - 277), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\067' + chr(0b10100 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(2000 - 1946) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(251 - 203) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6735 - 6624) + chr(50) + chr(0b1 + 0o66) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(7410 - 7299) + '\x32' + '\067', 0o10), ehT0Px3KOsy9(chr(1970 - 1922) + chr(11129 - 11018) + chr(1028 - 975) + chr(48), 9408 - 9400), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b110001) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + '\064' + chr(49), 8), ehT0Px3KOsy9(chr(362 - 314) + '\x6f' + chr(0b110011) + chr(52) + '\060', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(0b1110 + 0o45) + chr(0b111 + 0o54) + chr(1490 - 1437), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1833 - 1782) + chr(0b110111) + chr(0b101001 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + '\x31' + chr(55) + '\066', 13137 - 13129), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(51) + chr(55) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(548 - 500) + '\x6f' + chr(0b10101 + 0o36) + chr(1232 - 1177) + chr(53), 35483 - 35475), ehT0Px3KOsy9(chr(48) + chr(3071 - 2960) + chr(0b100 + 0o55) + chr(0b110100) + chr(682 - 629), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + '\062' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\063' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11545 - 11434) + chr(1108 - 1054) + chr(657 - 605), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101000 + 0o13) + '\063' + '\x35', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b11100 + 0o31) + chr(0b0 + 0o60), 3184 - 3176), ehT0Px3KOsy9(chr(48) + chr(11219 - 11108) + '\062' + chr(0b10 + 0o64) + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + '\061' + chr(1084 - 1035) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\061' + chr(0b100000 + 0o21) + '\x36', 8), ehT0Px3KOsy9('\x30' + chr(1975 - 1864) + chr(51) + chr(644 - 594) + '\x35', 0o10), ehT0Px3KOsy9(chr(1078 - 1030) + chr(111) + '\x32' + chr(0b110010) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1592 - 1544) + chr(0b10010 + 0o135) + '\x33' + '\063' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(55) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + '\x31' + chr(0b110110) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b101011 + 0o104) + chr(0b1101 + 0o45) + chr(1678 - 1625) + chr(0b100 + 0o62), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(53) + chr(0b11011 + 0o25), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b','), chr(0b1100100) + chr(5222 - 5121) + chr(0b1011101 + 0o6) + '\157' + chr(4413 - 4313) + '\x65')(chr(0b10010 + 0o143) + chr(0b10000 + 0o144) + '\x66' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def x_dQG0ykrOi1(oVre8I6UXc3b, Ysedz0H8KBJ1, EDbutuN8kt72=xafqLlk3kkUe(SXOLrMavuUCe(b'v\xa6\xda'), '\x64' + '\x65' + '\x63' + chr(0b1101111) + chr(0b10001 + 0o123) + chr(0b1100101))(chr(0b1110101) + chr(0b110 + 0o156) + '\x66' + '\x2d' + '\070'), nZ_kXXKO_LOJ=ehT0Px3KOsy9(chr(48) + chr(2505 - 2394) + chr(49), ord("\x08")), wDsB9Ho570J9=None):
QCUoNIOqNyzK = []
tf9mQjCVHoPI = [oVre8I6UXc3b.trn_dl, oVre8I6UXc3b.val_dl, oVre8I6UXc3b.fix_dl, oVre8I6UXc3b.aug_dl]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'v\xae\xd9\x14DE<'), chr(2559 - 2459) + chr(8438 - 8337) + chr(0b101110 + 0o65) + chr(0b1101111) + chr(100) + '\145')('\x75' + chr(0b110000 + 0o104) + '\x66' + '\x2d' + '\070')):
tf9mQjCVHoPI += [oVre8I6UXc3b.test_dl, oVre8I6UXc3b.test_aug_dl]
else:
tf9mQjCVHoPI += [None, None]
YeT3l7JgTbWR = TkVAuph1QvK3(tf9mQjCVHoPI)
for TBU4GDgIgbK6 in YeT3l7JgTbWR:
xafqLlk3kkUe(QCUoNIOqNyzK, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xbb\xda\x05uE'), chr(0b11110 + 0o106) + chr(0b1100101) + chr(8390 - 8291) + chr(0b1100110 + 0o11) + chr(0b100101 + 0o77) + '\x65')(chr(0b101101 + 0o110) + chr(0b1110100) + chr(5215 - 5113) + '\x2d' + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'p\xae\xd9\taD4'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1000010 + 0o55) + chr(0b1100100) + chr(6357 - 6256))('\x75' + chr(12332 - 12216) + '\146' + chr(45) + chr(0b111000)))(TBU4GDgIgbK6, Ysedz0H8KBJ1, EDbutuN8kt72, nZ_kXXKO_LOJ, wDsB9Ho570J9))
xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xa7\xc5\x13~'), '\144' + chr(101) + chr(0b1000101 + 0o36) + chr(111) + chr(0b1100100) + '\145')(chr(0b1011100 + 0o31) + '\x74' + chr(102) + '\x2d' + chr(0b101110 + 0o12)))()
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'A\xb2\x9a\x10_H$\xd2v\xed\xcc#'), chr(9176 - 9076) + chr(0b1100101) + '\143' + chr(155 - 44) + '\x64' + chr(0b100111 + 0o76))(chr(0b1110101) + chr(0b100101 + 0o117) + chr(9663 - 9561) + chr(0b101101) + chr(3089 - 3033)))(xafqLlk3kkUe(QCUoNIOqNyzK[ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(365 - 317), ord("\x08"))], xafqLlk3kkUe(SXOLrMavuUCe(b'r\xaa\xde\x08'), chr(3880 - 3780) + '\145' + chr(0b110100 + 0o57) + '\157' + chr(0b1010011 + 0o21) + chr(101))(chr(117) + chr(116) + chr(3733 - 3631) + chr(45) + chr(550 - 494))), QCUoNIOqNyzK, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\xad\xcf\x07ak\x12\xd1i\xec\xae>'), '\x64' + chr(661 - 560) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(0b1110101) + chr(0b1010111 + 0o35) + chr(0b11110 + 0o110) + chr(534 - 489) + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xfa\xcb7^R:\xbdb\xc7\xa6\x16'), '\x64' + '\145' + chr(4135 - 4036) + '\x6f' + '\144' + chr(2085 - 1984))(chr(12813 - 12696) + chr(116) + chr(0b1100110) + chr(1707 - 1662) + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xa7\xcb\x13hD#'), chr(100) + '\145' + chr(6902 - 6803) + '\x6f' + chr(0b100111 + 0o75) + chr(9332 - 9231))('\165' + '\x74' + '\146' + '\x2d' + '\x38')))
|
fastai/fastai
|
old/fastai/dataset.py
|
ImageClassifierData.from_arrays
|
def from_arrays(cls, path, trn, val, bs=64, tfms=(None,None), classes=None, num_workers=4, test=None, continuous=False):
""" Read in images and their labels given as numpy arrays
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
trn: a tuple of training data matrix and target label/classification array (e.g. `trn=(x,y)` where `x` has the
shape of `(5000, 784)` and `y` has the shape of `(5000,)`)
val: a tuple of validation data matrix and target label/classification array.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
classes: a list of all labels/classifications
num_workers: a number of workers
test: a matrix of test data (the shape should match `trn[0]`)
Returns:
ImageClassifierData
"""
f = ArraysIndexRegressionDataset if continuous else ArraysIndexDataset
datasets = cls.get_ds(f, trn, val, tfms, test=test)
return cls(path, datasets, bs, num_workers, classes=classes)
|
python
|
def from_arrays(cls, path, trn, val, bs=64, tfms=(None,None), classes=None, num_workers=4, test=None, continuous=False):
""" Read in images and their labels given as numpy arrays
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
trn: a tuple of training data matrix and target label/classification array (e.g. `trn=(x,y)` where `x` has the
shape of `(5000, 784)` and `y` has the shape of `(5000,)`)
val: a tuple of validation data matrix and target label/classification array.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
classes: a list of all labels/classifications
num_workers: a number of workers
test: a matrix of test data (the shape should match `trn[0]`)
Returns:
ImageClassifierData
"""
f = ArraysIndexRegressionDataset if continuous else ArraysIndexDataset
datasets = cls.get_ds(f, trn, val, tfms, test=test)
return cls(path, datasets, bs, num_workers, classes=classes)
|
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] |
Read in images and their labels given as numpy arrays
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
trn: a tuple of training data matrix and target label/classification array (e.g. `trn=(x,y)` where `x` has the
shape of `(5000, 784)` and `y` has the shape of `(5000,)`)
val: a tuple of validation data matrix and target label/classification array.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
classes: a list of all labels/classifications
num_workers: a number of workers
test: a matrix of test data (the shape should match `trn[0]`)
Returns:
ImageClassifierData
|
[
"Read",
"in",
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"and",
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"labels",
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"numpy",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L476-L495
|
train
|
Read in images and their labels given as numpy arrays.
|
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(1290 - 1242) + chr(1182 - 1071) + chr(582 - 532) + '\x31' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1312 - 1264) + chr(0b1000010 + 0o55) + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(51) + chr(0b110100) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1010011 + 0o34) + chr(1635 - 1584) + chr(2082 - 2030), 12387 - 12379), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b110001 + 0o4) + chr(0b11101 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1011000 + 0o27) + chr(0b110110) + chr(0b110101), 11179 - 11171), ehT0Px3KOsy9('\060' + '\x6f' + chr(537 - 488) + chr(52) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4287 - 4176) + '\061' + chr(0b110101) + chr(54), 0o10), ehT0Px3KOsy9(chr(697 - 649) + '\157' + chr(1632 - 1582) + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1862 - 1814) + '\157' + '\x32' + chr(0b110000) + chr(755 - 702), 61003 - 60995), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b100111 + 0o13) + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9(chr(1052 - 1004) + chr(111) + chr(1099 - 1048) + chr(0b110001) + chr(0b101001 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101111 + 0o2) + '\062' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2313 - 2264) + '\062' + chr(1758 - 1704), 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(6512 - 6401) + chr(0b110010) + chr(0b110010) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(0b100110 + 0o15) + '\061' + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110 + 0o54) + '\065' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b101000 + 0o10), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + '\x33' + chr(0b101000 + 0o11) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + chr(830 - 780), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(10918 - 10807) + chr(51) + chr(48) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(2438 - 2388) + chr(49) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(121 - 10) + '\x31' + '\064' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + '\067' + chr(357 - 302), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\066' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(244 - 133) + chr(0b11111 + 0o24) + chr(0b101001 + 0o10) + chr(0b110100), 6777 - 6769), ehT0Px3KOsy9('\x30' + chr(1076 - 965) + chr(0b110110) + chr(0b0 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(1802 - 1752), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b10110 + 0o131) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(2179 - 2129) + chr(55) + chr(188 - 133), 58938 - 58930), ehT0Px3KOsy9(chr(2118 - 2070) + chr(111) + '\x31' + chr(1750 - 1702) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(51) + chr(49) + '\x36', 8), ehT0Px3KOsy9(chr(450 - 402) + '\157' + chr(0b110010) + chr(55) + chr(0b101100 + 0o13), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b100100 + 0o21) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10100 + 0o37) + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b110000 + 0o77) + '\063' + chr(54) + '\x31', 15265 - 15257), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b11100 + 0o123) + chr(0b101000 + 0o11) + chr(52), 0b1000), ehT0Px3KOsy9(chr(809 - 761) + chr(111) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(483 - 434) + chr(664 - 612) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1309 - 1256) + chr(0b110 + 0o57), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(267 - 219) + '\157' + chr(0b110101) + chr(0b111 + 0o51), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(0b1010110 + 0o31) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mnz3CgLDQ6IV(NSstowUUZlxS, EaCjyhZptSer, dODvPeavK1GR, pQxH2D_k9sXQ, SfegzJB3EFQO=ehT0Px3KOsy9(chr(696 - 648) + '\157' + chr(470 - 421) + chr(1191 - 1143) + chr(48), 8), WuxpTL1pEvyj=(None, None), anO3bg2_hMSE=None, c1aWEsj_NmYg=ehT0Px3KOsy9(chr(444 - 396) + chr(111) + '\x34', ord("\x08")), o1nnuQUCchP4=None, Y4mG21lXoTpG=ehT0Px3KOsy9(chr(2178 - 2130) + '\157' + chr(576 - 528), 13893 - 13885)):
EGyt1xfPT1P6 = lpaNcIJyyW9d if Y4mG21lXoTpG else LFyyH3SBMRbE
yFP4suyTsK4d = NSstowUUZlxS.get_ds(EGyt1xfPT1P6, dODvPeavK1GR, pQxH2D_k9sXQ, WuxpTL1pEvyj, test=o1nnuQUCchP4)
return NSstowUUZlxS(EaCjyhZptSer, yFP4suyTsK4d, SfegzJB3EFQO, c1aWEsj_NmYg, classes=anO3bg2_hMSE)
|
fastai/fastai
|
old/fastai/dataset.py
|
ImageClassifierData.from_paths
|
def from_paths(cls, path, bs=64, tfms=(None,None), trn_name='train', val_name='valid', test_name=None, test_with_labels=False, num_workers=8):
""" Read in images and their labels given as sub-folder names
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
trn_name: a name of the folder that contains training images.
val_name: a name of the folder that contains validation images.
test_name: a name of the folder that contains test images.
num_workers: number of workers
Returns:
ImageClassifierData
"""
assert not(tfms[0] is None or tfms[1] is None), "please provide transformations for your train and validation sets"
trn,val = [folder_source(path, o) for o in (trn_name, val_name)]
if test_name:
test = folder_source(path, test_name) if test_with_labels else read_dir(path, test_name)
else: test = None
datasets = cls.get_ds(FilesIndexArrayDataset, trn, val, tfms, path=path, test=test)
return cls(path, datasets, bs, num_workers, classes=trn[2])
|
python
|
def from_paths(cls, path, bs=64, tfms=(None,None), trn_name='train', val_name='valid', test_name=None, test_with_labels=False, num_workers=8):
""" Read in images and their labels given as sub-folder names
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
trn_name: a name of the folder that contains training images.
val_name: a name of the folder that contains validation images.
test_name: a name of the folder that contains test images.
num_workers: number of workers
Returns:
ImageClassifierData
"""
assert not(tfms[0] is None or tfms[1] is None), "please provide transformations for your train and validation sets"
trn,val = [folder_source(path, o) for o in (trn_name, val_name)]
if test_name:
test = folder_source(path, test_name) if test_with_labels else read_dir(path, test_name)
else: test = None
datasets = cls.get_ds(FilesIndexArrayDataset, trn, val, tfms, path=path, test=test)
return cls(path, datasets, bs, num_workers, classes=trn[2])
|
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] |
Read in images and their labels given as sub-folder names
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
trn_name: a name of the folder that contains training images.
val_name: a name of the folder that contains validation images.
test_name: a name of the folder that contains test images.
num_workers: number of workers
Returns:
ImageClassifierData
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L498-L519
|
train
|
Read in images and their labels given as sub - folders names.
|
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(2118 - 2070) + chr(10931 - 10820) + '\065' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b110 + 0o55) + chr(0b110110 + 0o1) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(49) + chr(0b101011 + 0o7) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(2206 - 2158) + chr(10551 - 10440) + '\061' + chr(55) + chr(52), 28551 - 28543), ehT0Px3KOsy9('\x30' + chr(11529 - 11418) + '\062' + chr(0b1001 + 0o51), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1010 + 0o51) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + chr(1356 - 1307) + '\x30' + chr(51), 52290 - 52282), ehT0Px3KOsy9(chr(1046 - 998) + chr(0b101000 + 0o107) + '\x31' + chr(51) + '\x33', 61735 - 61727), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110100) + chr(0b10110 + 0o32), 48754 - 48746), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110010) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110111) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(0b11011 + 0o26) + chr(0b110011) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2082 - 2028) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x34' + chr(0b110110), 18120 - 18112), ehT0Px3KOsy9('\x30' + chr(1277 - 1166) + chr(50) + chr(583 - 528) + '\067', 0o10), ehT0Px3KOsy9(chr(1783 - 1735) + '\157' + chr(191 - 142) + chr(0b11111 + 0o26) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(0b110011) + '\061' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + chr(0b110001) + chr(55) + '\066', 14028 - 14020), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + chr(109 - 59) + chr(0b110110) + '\067', 6052 - 6044), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b1110 + 0o42) + chr(0b10010 + 0o36), 0o10), ehT0Px3KOsy9(chr(976 - 928) + chr(8941 - 8830) + chr(49) + chr(55) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(1748 - 1637) + chr(0b110101) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(9781 - 9670) + '\x31' + chr(1178 - 1126), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(1841 - 1730) + chr(0b1110 + 0o50) + chr(2708 - 2654), 0o10), ehT0Px3KOsy9(chr(944 - 896) + chr(9598 - 9487) + '\062' + chr(0b1010 + 0o54) + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1440 - 1389) + chr(0b110000) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(1019 - 970) + '\062' + chr(54), 0o10), ehT0Px3KOsy9(chr(2293 - 2245) + chr(111) + chr(2351 - 2298) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b100010 + 0o23) + chr(1758 - 1708), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(1026 - 977), 255 - 247), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(2624 - 2570) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\x33' + '\x35' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(10943 - 10832) + '\x37' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(2295 - 2247) + chr(111) + '\061' + chr(0b110010) + chr(55), 41308 - 41300), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + '\062' + '\063' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010 + 0o1) + chr(0b100101 + 0o21), 17825 - 17817), ehT0Px3KOsy9(chr(48) + chr(135 - 24) + '\x31' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + '\x33' + '\063' + '\x32', 6258 - 6250), ehT0Px3KOsy9(chr(48) + chr(5137 - 5026) + chr(0b110011) + chr(54) + chr(55), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1001100 + 0o43) + chr(2625 - 2572) + chr(1019 - 971), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x04'), chr(0b1000111 + 0o35) + '\145' + chr(0b1100011) + chr(0b1011 + 0o144) + chr(0b111110 + 0o46) + '\145')('\x75' + chr(0b1110100) + '\146' + chr(45) + chr(773 - 717)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QuYiYRrCzFsq(NSstowUUZlxS, EaCjyhZptSer, SfegzJB3EFQO=ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(49) + chr(48) + chr(0b110000), ord("\x08")), WuxpTL1pEvyj=(None, None), AR5lCqVwQC5z=xafqLlk3kkUe(SXOLrMavuUCe(b'^\x885\x15|'), chr(5026 - 4926) + chr(0b1011010 + 0o13) + chr(0b1100011) + '\x6f' + '\144' + '\145')('\165' + '\164' + chr(0b1100110) + chr(536 - 491) + '\070'), LGTeviWEZZMC=xafqLlk3kkUe(SXOLrMavuUCe(b'\\\x9b8\x15v'), chr(0b11101 + 0o107) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(1283 - 1182))('\x75' + chr(0b1110100) + '\x66' + '\x2d' + '\x38'), M9jVslC4T5rB=None, MsKTuhWgNXE6=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10100 + 0o34), 13069 - 13061), c1aWEsj_NmYg=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(871 - 822) + chr(48), 11883 - 11875)):
assert not (WuxpTL1pEvyj[ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\x30', 8)] is None or WuxpTL1pEvyj[ehT0Px3KOsy9('\x30' + chr(111) + '\x31', 6675 - 6667)] is None), xafqLlk3kkUe(SXOLrMavuUCe(b'Z\x961\x1dazc+\xfe\x8f#\xd0;T\xc6\xcb\x1e\xa8\x10\xc4\xe6\x16ZaW\xc7\xa99A\x19)\x95\x84Lw\xe7q{\xa8\xd7^\x885\x15|?"5\xe8\xc0#\xd83X\x82\xde\x18\xa0\x11\xd9\xa0\nMxE'), chr(0b1100100) + chr(0b11 + 0o142) + chr(0b11111 + 0o104) + '\157' + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(0b111000 + 0o56) + chr(45) + '\x38')
(dODvPeavK1GR, pQxH2D_k9sXQ) = [ahJn7ZC_Db77(EaCjyhZptSer, gb6ab8SSTLgq) for gb6ab8SSTLgq in (AR5lCqVwQC5z, LGTeviWEZZMC)]
if M9jVslC4T5rB:
o1nnuQUCchP4 = ahJn7ZC_Db77(EaCjyhZptSer, M9jVslC4T5rB) if MsKTuhWgNXE6 else tPtaqNT0YqnH(EaCjyhZptSer, M9jVslC4T5rB)
else:
o1nnuQUCchP4 = None
yFP4suyTsK4d = NSstowUUZlxS.get_ds(fO0R46lLf0He, dODvPeavK1GR, pQxH2D_k9sXQ, WuxpTL1pEvyj, path=EaCjyhZptSer, test=o1nnuQUCchP4)
return NSstowUUZlxS(EaCjyhZptSer, yFP4suyTsK4d, SfegzJB3EFQO, c1aWEsj_NmYg, classes=dODvPeavK1GR[ehT0Px3KOsy9(chr(2087 - 2039) + '\157' + chr(50), 46583 - 46575)])
|
fastai/fastai
|
old/fastai/dataset.py
|
ImageClassifierData.from_csv
|
def from_csv(cls, path, folder, csv_fname, bs=64, tfms=(None,None),
val_idxs=None, suffix='', test_name=None, continuous=False, skip_header=True, num_workers=8, cat_separator=' '):
""" Read in images and their labels given as a CSV file.
This method should be used when training image labels are given in an CSV file as opposed to
sub-directories with label names.
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
folder: a name of the folder in which training images are contained.
csv_fname: a name of the CSV file which contains target labels.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
val_idxs: index of images to be used for validation. e.g. output of `get_cv_idxs`.
If None, default arguments to get_cv_idxs are used.
suffix: suffix to add to image names in CSV file (sometimes CSV only contains the file name without file
extension e.g. '.jpg' - in which case, you can set suffix as '.jpg')
test_name: a name of the folder which contains test images.
continuous: if True, the data set is used to train regression models. If False, it is used
to train classification models.
skip_header: skip the first row of the CSV file.
num_workers: number of workers
cat_separator: Labels category separator
Returns:
ImageClassifierData
"""
assert not (tfms[0] is None or tfms[1] is None), "please provide transformations for your train and validation sets"
assert not (os.path.isabs(folder)), "folder needs to be a relative path"
fnames,y,classes = csv_source(folder, csv_fname, skip_header, suffix, continuous=continuous, cat_separator=cat_separator)
return cls.from_names_and_array(path, fnames, y, classes, val_idxs, test_name,
num_workers=num_workers, suffix=suffix, tfms=tfms, bs=bs, continuous=continuous)
|
python
|
def from_csv(cls, path, folder, csv_fname, bs=64, tfms=(None,None),
val_idxs=None, suffix='', test_name=None, continuous=False, skip_header=True, num_workers=8, cat_separator=' '):
""" Read in images and their labels given as a CSV file.
This method should be used when training image labels are given in an CSV file as opposed to
sub-directories with label names.
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
folder: a name of the folder in which training images are contained.
csv_fname: a name of the CSV file which contains target labels.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
val_idxs: index of images to be used for validation. e.g. output of `get_cv_idxs`.
If None, default arguments to get_cv_idxs are used.
suffix: suffix to add to image names in CSV file (sometimes CSV only contains the file name without file
extension e.g. '.jpg' - in which case, you can set suffix as '.jpg')
test_name: a name of the folder which contains test images.
continuous: if True, the data set is used to train regression models. If False, it is used
to train classification models.
skip_header: skip the first row of the CSV file.
num_workers: number of workers
cat_separator: Labels category separator
Returns:
ImageClassifierData
"""
assert not (tfms[0] is None or tfms[1] is None), "please provide transformations for your train and validation sets"
assert not (os.path.isabs(folder)), "folder needs to be a relative path"
fnames,y,classes = csv_source(folder, csv_fname, skip_header, suffix, continuous=continuous, cat_separator=cat_separator)
return cls.from_names_and_array(path, fnames, y, classes, val_idxs, test_name,
num_workers=num_workers, suffix=suffix, tfms=tfms, bs=bs, continuous=continuous)
|
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] |
Read in images and their labels given as a CSV file.
This method should be used when training image labels are given in an CSV file as opposed to
sub-directories with label names.
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
folder: a name of the folder in which training images are contained.
csv_fname: a name of the CSV file which contains target labels.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
val_idxs: index of images to be used for validation. e.g. output of `get_cv_idxs`.
If None, default arguments to get_cv_idxs are used.
suffix: suffix to add to image names in CSV file (sometimes CSV only contains the file name without file
extension e.g. '.jpg' - in which case, you can set suffix as '.jpg')
test_name: a name of the folder which contains test images.
continuous: if True, the data set is used to train regression models. If False, it is used
to train classification models.
skip_header: skip the first row of the CSV file.
num_workers: number of workers
cat_separator: Labels category separator
Returns:
ImageClassifierData
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L522-L553
|
train
|
Read in images and their labels given as a CSV file.
|
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(0b110011) + chr(0b110101) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54) + chr(0b110100), 19000 - 18992), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + chr(49) + '\066' + chr(1417 - 1365), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(1280 - 1230) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1346 - 1298) + chr(0b1101111) + '\062' + '\x34' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(1625 - 1577) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(0b1000 + 0o51) + chr(473 - 420), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(50) + chr(0b110000), 41223 - 41215), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + '\x33' + chr(0b110000) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + chr(49) + chr(614 - 563) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(3632 - 3521) + '\063' + chr(1027 - 979) + chr(0b110010), 6898 - 6890), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\065' + chr(2054 - 2004), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11683 - 11572) + chr(192 - 141) + '\064' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(11714 - 11603) + chr(0b11010 + 0o30) + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b10010 + 0o41) + chr(695 - 645), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b10101 + 0o41) + chr(1849 - 1795), ord("\x08")), ehT0Px3KOsy9(chr(165 - 117) + chr(0b1100 + 0o143) + '\063' + chr(0b110101) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b1101 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2080 - 2031) + chr(51) + chr(0b10111 + 0o34), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + '\x31' + chr(242 - 194) + chr(1293 - 1241), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x34' + chr(0b110010 + 0o1), 0o10), ehT0Px3KOsy9('\060' + chr(4538 - 4427) + chr(54) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + chr(0b110001) + '\060' + '\064', 8), ehT0Px3KOsy9(chr(1019 - 971) + chr(0b1101111) + chr(51) + '\x31' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(326 - 271), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(50) + chr(703 - 652) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110101) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5836 - 5725) + chr(2118 - 2066) + chr(0b0 + 0o66), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\061' + chr(1482 - 1434), ord("\x08")), ehT0Px3KOsy9(chr(869 - 821) + chr(0b1101111) + chr(2354 - 2303) + '\x30' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\065', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(427 - 374) + '\x36', 54546 - 54538), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1585 - 1536) + chr(0b110011) + '\x35', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(48) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101011 + 0o7) + '\065' + '\060', 27424 - 27416), ehT0Px3KOsy9(chr(501 - 453) + '\x6f' + chr(0b1111 + 0o44) + '\x30' + chr(0b110000), 1720 - 1712), ehT0Px3KOsy9('\x30' + chr(3446 - 3335) + chr(50) + chr(0b110010) + '\x32', 51664 - 51656), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(1284 - 1233) + '\x31', 11151 - 11143), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x32' + chr(0b1110 + 0o45), 47026 - 47018)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + chr(0b101001 + 0o14) + '\060', 21697 - 21689)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2'), chr(0b11100 + 0o110) + '\x65' + chr(0b11001 + 0o112) + chr(3723 - 3612) + chr(8028 - 7928) + chr(2121 - 2020))('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FW50K5mWRHwz(NSstowUUZlxS, EaCjyhZptSer, CVmiUiclDQ_k, G6FIRcglEafY, SfegzJB3EFQO=ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(48) + chr(0b11111 + 0o21), ord("\x08")), WuxpTL1pEvyj=(None, None), v4Hgs7pP6BQm=None, YhhkyMvxPIjH=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(0b11111 + 0o106) + '\x63' + chr(111) + '\144' + chr(101))(chr(0b1010 + 0o153) + chr(0b1110100) + '\146' + '\055' + chr(586 - 530)), M9jVslC4T5rB=None, Y4mG21lXoTpG=ehT0Px3KOsy9('\x30' + '\x6f' + chr(252 - 204), ord("\x08")), qOglaYwpAzJG=ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(449 - 400), 3610 - 3602), c1aWEsj_NmYg=ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\060', ord("\x08")), PHhsb87BbyT6=xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), chr(7097 - 6997) + chr(0b1100101) + '\143' + chr(111) + '\144' + chr(0b1100101))(chr(117) + chr(116) + chr(4091 - 3989) + chr(459 - 414) + '\070')):
assert not (WuxpTL1pEvyj[ehT0Px3KOsy9('\060' + '\x6f' + chr(1601 - 1553), 8)] is None or WuxpTL1pEvyj[ehT0Px3KOsy9('\x30' + '\x6f' + chr(49), 8)] is None), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9cX\x11q\xd5\xe4-\xa0\xb42\xb4\xc3\x87\xcb\xba\x82\x9cs57\xc5_6\xa6^\xed\x03I\xe6\xb0-Hc/c\xd1\xaf\xe7\xab\xf3\x98F\x15y\xc8\xa1l\xbe\xa2}\xb4\xcb\x8f\xc7\xfe\x97\x9a{4*\x83C!\xbfL'), '\x64' + chr(0b1110 + 0o127) + '\x63' + chr(0b1101101 + 0o2) + '\x64' + '\145')(chr(0b111110 + 0o67) + '\x74' + '\x66' + chr(1017 - 972) + chr(0b111000))
assert not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85G\x15r\xd5'), '\144' + chr(0b101 + 0o140) + chr(0b101001 + 0o72) + chr(111) + '\x64' + '\x65')(chr(0b1000 + 0o155) + chr(10864 - 10748) + '\x66' + '\055' + chr(56)))(CVmiUiclDQ_k), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a[\x18t\xc3\xf3-\xbe\xa38\xa6\xd9\xc3\xda\xf5\xd6\x8cw{%\x83B!\xa7^\xed\x03P\xed\xe3}Ox5'), '\144' + chr(9166 - 9065) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1 + 0o144))(chr(10013 - 9896) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070')
(N6gE1htigVVA, SqiSOtYOqOJH, anO3bg2_hMSE) = zMJ2DV1WQgxW(CVmiUiclDQ_k, G6FIRcglEafY, qOglaYwpAzJG, YhhkyMvxPIjH, continuous=Y4mG21lXoTpG, cat_separator=PHhsb87BbyT6)
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8aF\x1b}\xf9\xefl\xbd\xa3.\x9d\xcb\x8d\xca\xc5\x97\x9c`:='), chr(7823 - 7723) + chr(0b100110 + 0o77) + '\x63' + chr(0b1101111) + '\144' + chr(0b101010 + 0o73))('\x75' + '\x74' + chr(4540 - 4438) + chr(0b101101) + chr(56)))(EaCjyhZptSer, N6gE1htigVVA, SqiSOtYOqOJH, anO3bg2_hMSE, v4Hgs7pP6BQm, M9jVslC4T5rB, num_workers=c1aWEsj_NmYg, suffix=YhhkyMvxPIjH, tfms=WuxpTL1pEvyj, bs=SfegzJB3EFQO, continuous=Y4mG21lXoTpG)
|
fastai/fastai
|
old/fastai/dataset.py
|
ImageClassifierData.from_path_and_array
|
def from_path_and_array(cls, path, folder, y, classes=None, val_idxs=None, test_name=None,
num_workers=8, tfms=(None,None), bs=64):
""" Read in images given a sub-folder and their labels given a numpy array
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
folder: a name of the folder in which training images are contained.
y: numpy array which contains target labels ordered by filenames.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
val_idxs: index of images to be used for validation. e.g. output of `get_cv_idxs`.
If None, default arguments to get_cv_idxs are used.
test_name: a name of the folder which contains test images.
num_workers: number of workers
Returns:
ImageClassifierData
"""
assert not (tfms[0] is None or tfms[1] is None), "please provide transformations for your train and validation sets"
assert not (os.path.isabs(folder)), "folder needs to be a relative path"
fnames = np.core.defchararray.add(f'{folder}/', sorted(os.listdir(f'{path}{folder}')))
return cls.from_names_and_array(path, fnames, y, classes, val_idxs, test_name,
num_workers=num_workers, tfms=tfms, bs=bs)
|
python
|
def from_path_and_array(cls, path, folder, y, classes=None, val_idxs=None, test_name=None,
num_workers=8, tfms=(None,None), bs=64):
""" Read in images given a sub-folder and their labels given a numpy array
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
folder: a name of the folder in which training images are contained.
y: numpy array which contains target labels ordered by filenames.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
val_idxs: index of images to be used for validation. e.g. output of `get_cv_idxs`.
If None, default arguments to get_cv_idxs are used.
test_name: a name of the folder which contains test images.
num_workers: number of workers
Returns:
ImageClassifierData
"""
assert not (tfms[0] is None or tfms[1] is None), "please provide transformations for your train and validation sets"
assert not (os.path.isabs(folder)), "folder needs to be a relative path"
fnames = np.core.defchararray.add(f'{folder}/', sorted(os.listdir(f'{path}{folder}')))
return cls.from_names_and_array(path, fnames, y, classes, val_idxs, test_name,
num_workers=num_workers, tfms=tfms, bs=bs)
|
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] |
Read in images given a sub-folder and their labels given a numpy array
Arguments:
path: a root path of the data (used for storing trained models, precomputed values, etc)
folder: a name of the folder in which training images are contained.
y: numpy array which contains target labels ordered by filenames.
bs: batch size
tfms: transformations (for data augmentations). e.g. output of `tfms_from_model`
val_idxs: index of images to be used for validation. e.g. output of `get_cv_idxs`.
If None, default arguments to get_cv_idxs are used.
test_name: a name of the folder which contains test images.
num_workers: number of workers
Returns:
ImageClassifierData
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/dataset.py#L556-L578
|
train
|
Read in images given a sub - folder and a numpy array containing target labels.
|
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(11648 - 11537) + '\x36' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + chr(50) + chr(562 - 508) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11001 + 0o31) + '\067' + chr(52), 16798 - 16790), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\062' + chr(50), 28285 - 28277), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1720 - 1671) + '\063' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\062' + chr(2395 - 2343) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2496 - 2445) + chr(0b110110), 44714 - 44706), ehT0Px3KOsy9('\060' + chr(111) + chr(1420 - 1368) + chr(54), 53991 - 53983), ehT0Px3KOsy9(chr(1909 - 1861) + chr(0b1101111) + chr(49) + chr(52) + chr(0b11100 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1449 - 1396) + chr(0b10100 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(521 - 470) + chr(50) + chr(52), 26764 - 26756), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(54) + chr(0b10000 + 0o43), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(53) + chr(1563 - 1513), 15589 - 15581), ehT0Px3KOsy9('\x30' + chr(10029 - 9918) + '\x33' + '\065' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1000010 + 0o55) + chr(50) + '\x30' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(583 - 535) + chr(0b1000011 + 0o54) + chr(1528 - 1479) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(858 - 747) + chr(1675 - 1625) + chr(1576 - 1528) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1576 - 1527) + chr(0b10100 + 0o34) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1955 - 1907) + chr(0b1010001 + 0o36) + '\061' + chr(0b11010 + 0o32), 8), ehT0Px3KOsy9(chr(1745 - 1697) + '\x6f' + chr(49) + '\x37' + chr(2068 - 2019), 0o10), ehT0Px3KOsy9(chr(667 - 619) + chr(666 - 555) + chr(0b110100) + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(2322 - 2270) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010 + 0o1) + chr(1946 - 1892) + '\x30', 26479 - 26471), ehT0Px3KOsy9(chr(48) + chr(2674 - 2563) + '\x33' + '\062' + chr(0b100111 + 0o13), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100001 + 0o25) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(1197 - 1144) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110100) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5422 - 5311) + chr(52) + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b100 + 0o62) + chr(471 - 423), 57257 - 57249), ehT0Px3KOsy9('\060' + chr(4843 - 4732) + '\063' + '\x36' + '\065', 22644 - 22636), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b100 + 0o61) + chr(623 - 568), 30503 - 30495), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + chr(2006 - 1955) + chr(0b110011) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\063' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\x31' + '\064' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(0b10111 + 0o32) + '\x37' + chr(0b11010 + 0o27), 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(2599 - 2544) + chr(0b101001 + 0o10), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b10100 + 0o34) + chr(0b11110 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1583 - 1528) + chr(0b111 + 0o52), 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(50) + chr(0b110110) + '\x36', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1238 - 1190) + '\157' + chr(0b101110 + 0o7) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x18'), chr(0b1100100) + chr(6755 - 6654) + chr(2085 - 1986) + '\157' + chr(6103 - 6003) + chr(4836 - 4735))('\165' + chr(0b1101011 + 0o11) + chr(0b1100110) + chr(0b11001 + 0o24) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def y8QYIl_8FTsq(NSstowUUZlxS, EaCjyhZptSer, CVmiUiclDQ_k, SqiSOtYOqOJH, anO3bg2_hMSE=None, v4Hgs7pP6BQm=None, M9jVslC4T5rB=None, c1aWEsj_NmYg=ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b110001) + chr(0b110000), ord("\x08")), WuxpTL1pEvyj=(None, None), SfegzJB3EFQO=ehT0Px3KOsy9(chr(1270 - 1222) + chr(0b1101111) + '\x31' + chr(782 - 734) + chr(48), 0o10)):
assert not (WuxpTL1pEvyj[ehT0Px3KOsy9('\x30' + '\157' + '\060', 0b1000)] is None or WuxpTL1pEvyj[ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), 3032 - 3024)] is None), xafqLlk3kkUe(SXOLrMavuUCe(b'F\xd8\xd9\xb3.\xc2>V\x10E\xa2Z\xda\x8f\xce\xf4~\xe7(\x7f\x1fO\x91\x9d\xb3E\x03\x0eH\xc3\xd5\x89\xb2\xae@\x00V\xb2K\x96B\xc6\xdd\xbb3\x87\x7fH\x06\n\xa2R\xd2\x83\x8a\xe1x\xef)bYS\x86\x84\xa1'), chr(0b1100100) + chr(0b111011 + 0o52) + '\x63' + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38')
assert not xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xc7\xdd\xb0.'), '\144' + chr(0b110011 + 0o62) + chr(99) + chr(0b1100010 + 0o15) + '\144' + '\145')('\165' + '\x74' + chr(0b1100110) + chr(524 - 479) + '\070'))(CVmiUiclDQ_k), xafqLlk3kkUe(SXOLrMavuUCe(b'P\xdb\xd0\xb68\xd5>H\x07O\xb0@\x9e\x9e\x81\xa0n\xe3fmYR\x86\x9c\xb3E\x03\x17C\x90\x85\x8e\xa9\xb4'), chr(100) + chr(0b1100101) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b100000 + 0o124) + chr(0b1100110) + '\055' + chr(56))
N6gE1htigVVA = WqUC3KWvYVup.core.defchararray.add(f'{CVmiUiclDQ_k}/', vUlqIvNSaRMa(oqhJDdMJfuwx.listdir(f'{EaCjyhZptSer}{CVmiUiclDQ_k}')))
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b"P\xc6\xd3\xbf\x02\xc9\x7fK\x07Y\x8bR\xd0\x8e\xb1\xe1~\xf4'u"), chr(100) + chr(0b1100101) + chr(99) + '\157' + '\144' + chr(101))(chr(10520 - 10403) + chr(6410 - 6294) + chr(9042 - 8940) + '\x2d' + '\x38'))(EaCjyhZptSer, N6gE1htigVVA, SqiSOtYOqOJH, anO3bg2_hMSE, v4Hgs7pP6BQm, M9jVslC4T5rB, num_workers=c1aWEsj_NmYg, tfms=WuxpTL1pEvyj, bs=SfegzJB3EFQO)
|
fastai/fastai
|
fastai/utils/ipython.py
|
is_in_ipython
|
def is_in_ipython():
"Is the code running in the ipython environment (jupyter including)"
program_name = os.path.basename(os.getenv('_', ''))
if ('jupyter-notebook' in program_name or # jupyter-notebook
'ipython' in program_name or # ipython
'JPY_PARENT_PID' in os.environ): # ipython-notebook
return True
else:
return False
|
python
|
def is_in_ipython():
"Is the code running in the ipython environment (jupyter including)"
program_name = os.path.basename(os.getenv('_', ''))
if ('jupyter-notebook' in program_name or # jupyter-notebook
'ipython' in program_name or # ipython
'JPY_PARENT_PID' in os.environ): # ipython-notebook
return True
else:
return False
|
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Is the code running in the ipython environment (jupyter including)
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/ipython.py#L5-L15
|
train
|
Is the code running in the ipython environment ( jupyter including )
|
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(0b11000 + 0o30) + chr(461 - 350) + chr(0b110011) + chr(0b110011) + chr(0b110111 + 0o0), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(1494 - 1442), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b10011 + 0o42) + chr(0b10010 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + chr(4466 - 4355) + chr(50) + chr(0b110101) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011010 + 0o25) + '\062' + chr(0b110001) + chr(1150 - 1098), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b101 + 0o61), 26313 - 26305), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(447 - 397) + chr(48) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b101010 + 0o13) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x32' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(204 - 156) + chr(9401 - 9290) + chr(0b110001) + chr(0b110111) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(55) + '\060', 64121 - 64113), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(6492 - 6381) + chr(0b101101 + 0o4) + chr(54) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4433 - 4322) + '\063' + chr(1825 - 1774) + chr(0b101000 + 0o17), 8), ehT0Px3KOsy9(chr(1633 - 1585) + chr(3910 - 3799) + chr(50) + chr(0b110110) + chr(0b11 + 0o55), 21424 - 21416), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100011 + 0o16) + '\065' + chr(0b11010 + 0o31), 25449 - 25441), ehT0Px3KOsy9(chr(225 - 177) + chr(0b1000010 + 0o55) + '\x31' + chr(0b100000 + 0o27) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(3519 - 3408) + '\063' + '\x32' + chr(0b10011 + 0o35), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(0b100001 + 0o20) + '\x36' + chr(0b10000 + 0o45), 0o10), ehT0Px3KOsy9(chr(48) + chr(12142 - 12031) + chr(0b110001) + chr(0b11100 + 0o24) + chr(0b101101 + 0o6), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1101 + 0o45) + chr(0b11110 + 0o26) + chr(2692 - 2640), 29682 - 29674), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(845 - 795), 63596 - 63588), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2491 - 2440) + '\067' + chr(51), 30002 - 29994), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x36' + chr(0b1011 + 0o52), 0o10), ehT0Px3KOsy9(chr(48) + chr(4920 - 4809) + chr(50) + chr(50) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + chr(0b110010) + '\065' + chr(0b11101 + 0o25), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(54) + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + chr(910 - 855) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(6913 - 6802) + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b110001) + '\x36' + '\x32', 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(0b110000 + 0o2) + chr(0b1110 + 0o47) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(460 - 349) + chr(50) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + chr(0b101011 + 0o6) + chr(0b1001 + 0o47) + chr(1200 - 1150), ord("\x08")), ehT0Px3KOsy9(chr(1157 - 1109) + chr(0b10101 + 0o132) + chr(0b110001 + 0o0) + chr(55) + chr(0b101100 + 0o10), 59093 - 59085), ehT0Px3KOsy9(chr(876 - 828) + '\x6f' + '\063' + chr(1836 - 1787) + chr(0b10010 + 0o40), 16641 - 16633), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(264 - 215) + '\060' + '\065', 37723 - 37715), ehT0Px3KOsy9(chr(2025 - 1977) + '\157' + chr(1248 - 1199) + '\x35' + '\x37', 0o10), ehT0Px3KOsy9(chr(1535 - 1487) + chr(12229 - 12118) + chr(0b11011 + 0o27) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2309 - 2260) + '\x33' + '\065', 65109 - 65101)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(53) + chr(0b1 + 0o57), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), chr(0b10010 + 0o122) + chr(101) + '\x63' + '\x6f' + '\144' + chr(0b111 + 0o136))('\x75' + chr(7212 - 7096) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YcndpDsoTEN9():
vqN1Gat6TKOb = oqhJDdMJfuwx.path.basename(oqhJDdMJfuwx.getenv(xafqLlk3kkUe(SXOLrMavuUCe(b'\x80'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(5560 - 5460) + chr(0b1000011 + 0o42))('\165' + chr(0b1101111 + 0o5) + chr(2629 - 2527) + chr(105 - 60) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + chr(5951 - 5851) + chr(0b1100101))(chr(10202 - 10085) + chr(9017 - 8901) + chr(1258 - 1156) + chr(0b101101) + chr(0b111000))))
if xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5z\x04\xd0\xd9\xe9d\xad\x85\xfd\x0f\x9d\x10\xb0\xdf\x00'), chr(0b1100100) + '\145' + chr(99) + chr(0b1011001 + 0o26) + '\144' + chr(101))('\x75' + chr(116) + chr(6431 - 6329) + chr(45) + '\070') in vqN1Gat6TKOb or xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6\x7f\r\xdd\xc5\xe3x'), chr(100) + chr(101) + '\x63' + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(11634 - 11518) + chr(0b11100 + 0o112) + '\x2d' + '\070') in vqN1Gat6TKOb or xafqLlk3kkUe(SXOLrMavuUCe(b'\x95_-\xf6\xfd\xcdD\xc5\xa5\xc6$\xa8;\x9b'), '\x64' + chr(0b101001 + 0o74) + chr(115 - 16) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(116) + '\x66' + chr(0b101101) + chr(1070 - 1014)) in xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbaa\x02\xc0\xdf\xe3x'), chr(0b110110 + 0o56) + chr(101) + chr(2615 - 2516) + chr(8279 - 8168) + chr(0b110000 + 0o64) + chr(0b101101 + 0o70))(chr(559 - 442) + '\x74' + chr(1855 - 1753) + chr(45) + chr(0b111000))):
return ehT0Px3KOsy9(chr(1419 - 1371) + chr(0b1101111) + chr(0b11111 + 0o22), 0o10)
else:
return ehT0Px3KOsy9(chr(0b110000) + chr(1579 - 1468) + '\x30', 37754 - 37746)
|
fastai/fastai
|
fastai/utils/ipython.py
|
get_ref_free_exc_info
|
def get_ref_free_exc_info():
"Free traceback from references to locals() in each frame to avoid circular reference leading to gc.collect() unable to reclaim memory"
type, val, tb = sys.exc_info()
traceback.clear_frames(tb)
return (type, val, tb)
|
python
|
def get_ref_free_exc_info():
"Free traceback from references to locals() in each frame to avoid circular reference leading to gc.collect() unable to reclaim memory"
type, val, tb = sys.exc_info()
traceback.clear_frames(tb)
return (type, val, tb)
|
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Free traceback from references to locals() in each frame to avoid circular reference leading to gc.collect() unable to reclaim memory
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/ipython.py#L29-L33
|
train
|
Free traceback from references to locals in each frame to avoid circular reference leading to gc. collect() unable to reclaim memory
|
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(786 - 738) + '\x6f' + '\x32' + chr(52), 40441 - 40433), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + chr(1135 - 1084), 2327 - 2319), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(52) + chr(0b101110 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110111) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\062' + '\x30' + chr(2471 - 2418), ord("\x08")), ehT0Px3KOsy9(chr(1386 - 1338) + '\157' + '\062' + chr(0b110100) + '\x37', 14456 - 14448), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(50) + chr(2164 - 2111) + chr(971 - 918), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7731 - 7620) + '\x32' + chr(55) + chr(55), 0o10), ehT0Px3KOsy9(chr(1591 - 1543) + chr(0b101110 + 0o101) + chr(512 - 462) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(608 - 558) + chr(0b100110 + 0o12) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010 + 0o1) + '\x31' + '\061', 30487 - 30479), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(54) + chr(0b101010 + 0o7), 62458 - 62450), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b101010 + 0o12), 24302 - 24294), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x35' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + '\062' + chr(1034 - 985) + chr(2359 - 2310), 45206 - 45198), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(53) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1829 - 1781) + chr(0b110000 + 0o77) + '\062' + chr(136 - 84) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b10110 + 0o33) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(232 - 181) + '\x32' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(1874 - 1820) + chr(146 - 95), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\x33' + '\064' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1110 + 0o141) + chr(302 - 251) + '\x33' + chr(0b1000 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(121 - 73) + chr(111) + chr(0b100 + 0o57) + chr(0b1011 + 0o50) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b100110 + 0o15) + chr(1905 - 1856) + chr(0b100001 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(50) + '\065' + '\067', 29498 - 29490), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x36' + '\066', 37555 - 37547), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x32' + chr(1762 - 1713), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(50) + chr(0b110100) + chr(250 - 202), ord("\x08")), ehT0Px3KOsy9(chr(788 - 740) + chr(0b1101111) + '\062' + chr(54) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(662 - 551) + chr(1146 - 1097) + '\067' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(0b100011 + 0o20) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1476 - 1427) + chr(0b110111) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110100) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(6424 - 6313) + chr(0b0 + 0o62) + '\x33' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(133 - 85) + '\157' + '\062' + chr(54) + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(54) + chr(0b1101 + 0o52), 61484 - 61476), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(2316 - 2263) + chr(0b11101 + 0o24), 47295 - 47287), ehT0Px3KOsy9('\060' + chr(8343 - 8232) + chr(0b11001 + 0o32) + chr(0b110100) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b10000 + 0o137) + chr(1435 - 1385) + chr(0b110010), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b':'), chr(0b1100100) + chr(0b101101 + 0o70) + '\143' + chr(0b1101010 + 0o5) + chr(0b1100100) + chr(0b1100101))(chr(0b1010010 + 0o43) + '\x74' + '\x66' + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def _7jteaYozQ_x():
(wmQmyeWBmUpv, pQxH2D_k9sXQ, xejvhPxyKaTo) = a2SYDDomXDZ2.exc_info()
xafqLlk3kkUe(CiXxQDnt84wa, xafqLlk3kkUe(SXOLrMavuUCe(b'wO\xc7\x9a{\xda\xc1\xdf\xde|\xe1\xba'), '\x64' + chr(8340 - 8239) + chr(2196 - 2097) + chr(3751 - 3640) + '\x64' + chr(7804 - 7703))(chr(0b1000011 + 0o62) + '\x74' + '\x66' + '\x2d' + chr(0b110101 + 0o3)))(xejvhPxyKaTo)
return (wmQmyeWBmUpv, pQxH2D_k9sXQ, xejvhPxyKaTo)
|
fastai/fastai
|
fastai/utils/ipython.py
|
gpu_mem_restore
|
def gpu_mem_restore(func):
"Reclaim GPU RAM if CUDA out of memory happened, or execution was interrupted"
@functools.wraps(func)
def wrapper(*args, **kwargs):
tb_clear_frames = os.environ.get('FASTAI_TB_CLEAR_FRAMES', None)
if not IS_IN_IPYTHON or tb_clear_frames=="0":
return func(*args, **kwargs)
try:
return func(*args, **kwargs)
except Exception as e:
if ("CUDA out of memory" in str(e) or
"device-side assert triggered" in str(e) or
tb_clear_frames == "1"):
type, val, tb = get_ref_free_exc_info() # must!
gc.collect()
if "device-side assert triggered" in str(e):
warn("""When 'device-side assert triggered' error happens, it's not possible to recover and you must restart the kernel to continue. Use os.environ['CUDA_LAUNCH_BLOCKING']="1" before restarting to debug""")
raise type(val).with_traceback(tb) from None
else: raise # re-raises the exact last exception
return wrapper
|
python
|
def gpu_mem_restore(func):
"Reclaim GPU RAM if CUDA out of memory happened, or execution was interrupted"
@functools.wraps(func)
def wrapper(*args, **kwargs):
tb_clear_frames = os.environ.get('FASTAI_TB_CLEAR_FRAMES', None)
if not IS_IN_IPYTHON or tb_clear_frames=="0":
return func(*args, **kwargs)
try:
return func(*args, **kwargs)
except Exception as e:
if ("CUDA out of memory" in str(e) or
"device-side assert triggered" in str(e) or
tb_clear_frames == "1"):
type, val, tb = get_ref_free_exc_info() # must!
gc.collect()
if "device-side assert triggered" in str(e):
warn("""When 'device-side assert triggered' error happens, it's not possible to recover and you must restart the kernel to continue. Use os.environ['CUDA_LAUNCH_BLOCKING']="1" before restarting to debug""")
raise type(val).with_traceback(tb) from None
else: raise # re-raises the exact last exception
return wrapper
|
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] |
Reclaim GPU RAM if CUDA out of memory happened, or execution was interrupted
|
[
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"if",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/ipython.py#L35-L55
|
train
|
Reclaim GPU RAM if CUDA out of memory happened or execution was interrupted
|
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' + '\x37' + chr(166 - 113), 36076 - 36068), ehT0Px3KOsy9(chr(1425 - 1377) + chr(0b1100110 + 0o11) + chr(49) + chr(130 - 78) + chr(0b110100 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110011) + '\x36' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(0b11000 + 0o32) + chr(0b11000 + 0o36) + chr(2568 - 2515), 27333 - 27325), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(309 - 259) + chr(0b1111 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\x33' + chr(0b110000) + chr(192 - 137), ord("\x08")), ehT0Px3KOsy9(chr(847 - 799) + '\157' + '\063' + '\x35' + chr(1697 - 1649), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b101010 + 0o14) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110001) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x37' + chr(0b101001 + 0o11), 13995 - 13987), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101101 + 0o6) + '\066' + chr(0b110000), 13586 - 13578), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\061' + '\x34' + chr(0b110111), 53334 - 53326), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b11101 + 0o32) + chr(52), 0o10), ehT0Px3KOsy9(chr(465 - 417) + chr(8377 - 8266) + chr(168 - 119) + chr(51) + '\065', 37847 - 37839), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x37' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100001 + 0o22) + '\060' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1558 - 1509) + chr(1990 - 1940) + chr(386 - 338), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\061' + chr(356 - 308) + chr(1167 - 1118), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x34' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6969 - 6858) + chr(50) + '\062' + chr(0b100110 + 0o16), 1222 - 1214), ehT0Px3KOsy9(chr(48) + '\157' + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2397 - 2286) + chr(0b100 + 0o55) + chr(0b101000 + 0o10) + '\066', 8479 - 8471), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + '\065' + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b1001 + 0o50) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x33' + chr(55), 42081 - 42073), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2162 - 2111) + '\067' + chr(0b10 + 0o65), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10100 + 0o133) + chr(50) + '\x35' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x33' + chr(1739 - 1684), 39543 - 39535), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(471 - 360) + '\x32' + chr(0b110110) + chr(894 - 844), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1704 - 1653) + chr(1572 - 1524), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(48) + chr(48), 1481 - 1473), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(1088 - 1040) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o34) + '\064' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101101 + 0o6) + chr(0b1111 + 0o43) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1100 + 0o46), 59441 - 59433), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(50) + chr(0b1100 + 0o45) + chr(1110 - 1061), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(48) + '\067', 458 - 450), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(49) + chr(0b110011) + chr(2354 - 2305), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(258 - 210) + '\157' + chr(114 - 61) + chr(1261 - 1213), 27858 - 27850)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), chr(0b1011001 + 0o13) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b10011 + 0o122))(chr(117) + chr(116) + chr(0b11010 + 0o114) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def DGyOqxdtZoAh(EzOtJ3kbK5x4):
@xafqLlk3kkUe(E6ula8_Zv1yl, xafqLlk3kkUe(SXOLrMavuUCe(b'J\x17\x92\xc5`'), chr(0b100001 + 0o103) + chr(101) + chr(99) + chr(6633 - 6522) + '\144' + chr(101))('\165' + chr(0b11 + 0o161) + '\146' + '\055' + chr(0b100 + 0o64)))(EzOtJ3kbK5x4)
def WW5T3xxdlUaG(*kJDRfRhcZHjS, **M8EIoTs2GJXE):
MzPLNLwncZta = oqhJDdMJfuwx.environ.get(xafqLlk3kkUe(SXOLrMavuUCe(b'{$\xa0\xe1R^\x98\xbc6\xd1y\xbc"=\x0f!\x83\x02\x00L\xe6\xc7'), chr(0b1010000 + 0o24) + chr(0b110010 + 0o63) + '\x63' + chr(6523 - 6412) + chr(0b111110 + 0o46) + chr(3409 - 3308))(chr(0b1110101) + '\x74' + chr(0b111111 + 0o47) + '\x2d' + chr(56)), None)
if not q7KzvjI8Dg2r or MzPLNLwncZta == xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), '\x64' + chr(101) + chr(0b1011100 + 0o7) + chr(0b1101111) + chr(0b1100100) + chr(8383 - 8282))(chr(1745 - 1628) + chr(0b1110100) + chr(9261 - 9159) + chr(0b101101) + chr(0b111000)):
return EzOtJ3kbK5x4(*kJDRfRhcZHjS, **M8EIoTs2GJXE)
try:
return EzOtJ3kbK5x4(*kJDRfRhcZHjS, **M8EIoTs2GJXE)
except jLmadlzMdunT as GlnVAPeT6CUe:
if xafqLlk3kkUe(SXOLrMavuUCe(b'~0\xb7\xf43x\xb2\x9cT\xe1\\\xd0\n\x190\x11\xb7)'), '\x64' + chr(0b1100101) + '\143' + chr(111) + chr(0b1001001 + 0o33) + '\145')('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(2407 - 2351)) in M8_cKLkHVB2V(GlnVAPeT6CUe) or xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x00\x85\xdcpr\xea\x9b\x1d\xea_\xd0\x06\x0f.\x1b\xb7$au\xd1\xfdU!O|\xba\x9b'), chr(5437 - 5337) + chr(101) + chr(99) + chr(0b11100 + 0o123) + chr(0b1011001 + 0o13) + '\145')(chr(10356 - 10239) + chr(116) + chr(102) + '\055' + chr(0b101100 + 0o14)) in M8_cKLkHVB2V(GlnVAPeT6CUe) or MzPLNLwncZta == xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), chr(8410 - 8310) + '\145' + '\x63' + '\157' + chr(617 - 517) + '\145')(chr(0b1110101) + '\164' + chr(0b111011 + 0o53) + chr(0b10110 + 0o27) + '\070'):
(wmQmyeWBmUpv, pQxH2D_k9sXQ, xejvhPxyKaTo) = _7jteaYozQ_x()
xafqLlk3kkUe(x45LZ8L3c5xs, xafqLlk3kkUe(SXOLrMavuUCe(b'^\n\x9f\xd9vt\xb3'), '\144' + '\x65' + '\143' + chr(0b111111 + 0o60) + chr(100) + '\145')(chr(117) + '\x74' + chr(0b1100110) + chr(1150 - 1105) + chr(521 - 465)))()
if xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x00\x85\xdcpr\xea\x9b\x1d\xea_\xd0\x06\x0f.\x1b\xb7$au\xd1\xfdU!O|\xba\x9b'), '\144' + chr(101) + chr(0b1100011) + chr(0b1000111 + 0o50) + '\x64' + chr(0b11111 + 0o106))(chr(0b1110101) + chr(116) + '\x66' + chr(0b0 + 0o55) + chr(1053 - 997)) in M8_cKLkHVB2V(GlnVAPeT6CUe):
nDEnNBabFNKm(xafqLlk3kkUe(SXOLrMavuUCe(b'j\r\x96\xdb30\xa3\x8d\x02\xe7Y\x95J\x0f4\x1a\xa0p r\xd0\xf1@2\nz\xad\x96\xc9\xf8\xd7j\xe5\xa7C\xf5g\xfb56OE\x9b\xd4cg\xa2\x86\x07\xa2\x1a\x99\x13[.^\xab?5!\xd3\xfbA5Cl\xb3\x9a\x8e\xeb\xdd8\xf2\xa6\x07\xbat\xec5y\\\x0b\x97\x95jx\xb2\xc8\x19\xfbI\x84G\x0e8\r\xb113u\x83\xe0Z#\ne\xba\x8d\xc0\xfa\xde8\xf4\xacD\xb6m\xe730S\x10\x96\x9b3B\xb4\x8dT\xe1I\xde\x02\x12+\x17\xb7?/Z\x84\xd7g\x02kQ\x93\xbe\xfb\xd1\xf1P\xdf\x81(\x9aA\xc2\x0e\x17zB\xae\x881&\xe5\xc8\x16\xeb\\\x9f\x15\x19}\x0c\xa0#5`\xd1\xe0[(M.\xab\x90\x8e\xfb\xd7z\xf5\xa4'), chr(6887 - 6787) + '\145' + chr(1921 - 1822) + '\157' + chr(0b1010 + 0o132) + '\145')('\x75' + chr(0b110000 + 0o104) + chr(0b1100110) + '\x2d' + chr(56)))
raise xafqLlk3kkUe(wmQmyeWBmUpv(pQxH2D_k9sXQ), xafqLlk3kkUe(SXOLrMavuUCe(b'J\x0c\x87\xddLc\xb5\x89\x17\xebX\x91\x04\x17'), '\x64' + '\x65' + '\143' + chr(5869 - 5758) + '\144' + chr(0b1010100 + 0o21))('\x75' + chr(0b11101 + 0o127) + chr(0b1100110) + chr(45) + chr(2608 - 2552)))(xejvhPxyKaTo) from None
else:
raise
return WW5T3xxdlUaG
|
fastai/fastai
|
old/fastai/model.py
|
fit
|
def fit(model, data, n_epochs, opt, crit, metrics=None, callbacks=None, stepper=Stepper,
swa_model=None, swa_start=None, swa_eval_freq=None, visualize=False, **kwargs):
""" Fits a model
Arguments:
model (model): any pytorch module
net = to_gpu(net)
data (ModelData): see ModelData class and subclasses (can be a list)
opts: an optimizer. Example: optim.Adam.
If n_epochs is a list, it needs to be the layer_optimizer to get the optimizer as it changes.
n_epochs(int or list): number of epochs (or list of number of epochs)
crit: loss function to optimize. Example: F.cross_entropy
"""
seq_first = kwargs.pop('seq_first', False)
all_val = kwargs.pop('all_val', False)
get_ep_vals = kwargs.pop('get_ep_vals', False)
validate_skip = kwargs.pop('validate_skip', 0)
metrics = metrics or []
callbacks = callbacks or []
avg_mom=0.98
batch_num,avg_loss=0,0.
for cb in callbacks: cb.on_train_begin()
names = ["epoch", "trn_loss", "val_loss"] + [f.__name__ for f in metrics]
if swa_model is not None:
swa_names = ['swa_loss'] + [f'swa_{f.__name__}' for f in metrics]
names += swa_names
# will use this to call evaluate later
swa_stepper = stepper(swa_model, None, crit, **kwargs)
layout = "{!s:10} " * len(names)
if not isinstance(n_epochs, Iterable): n_epochs=[n_epochs]
if not isinstance(data, Iterable): data = [data]
if len(data) == 1: data = data * len(n_epochs)
for cb in callbacks: cb.on_phase_begin()
model_stepper = stepper(model, opt.opt if hasattr(opt,'opt') else opt, crit, **kwargs)
ep_vals = collections.OrderedDict()
tot_epochs = int(np.ceil(np.array(n_epochs).sum()))
cnt_phases = np.array([ep * len(dat.trn_dl) for (ep,dat) in zip(n_epochs,data)]).cumsum()
phase = 0
for epoch in tnrange(tot_epochs, desc='Epoch'):
if phase >= len(n_epochs): break #Sometimes cumulated errors make this append.
model_stepper.reset(True)
cur_data = data[phase]
if hasattr(cur_data, 'trn_sampler'): cur_data.trn_sampler.set_epoch(epoch)
if hasattr(cur_data, 'val_sampler'): cur_data.val_sampler.set_epoch(epoch)
num_batch = len(cur_data.trn_dl)
t = tqdm(iter(cur_data.trn_dl), leave=False, total=num_batch, miniters=0)
if all_val: val_iter = IterBatch(cur_data.val_dl)
for (*x,y) in t:
batch_num += 1
for cb in callbacks: cb.on_batch_begin()
loss = model_stepper.step(V(x),V(y), epoch)
avg_loss = avg_loss * avg_mom + loss * (1-avg_mom)
debias_loss = avg_loss / (1 - avg_mom**batch_num)
t.set_postfix(loss=debias_loss, refresh=False)
stop=False
los = debias_loss if not all_val else [debias_loss] + validate_next(model_stepper,metrics, val_iter)
for cb in callbacks: stop = stop or cb.on_batch_end(los)
if stop: return
if batch_num >= cnt_phases[phase]:
for cb in callbacks: cb.on_phase_end()
phase += 1
if phase >= len(n_epochs):
t.close()
break
for cb in callbacks: cb.on_phase_begin()
if isinstance(opt, LayerOptimizer): model_stepper.opt = opt.opt
if cur_data != data[phase]:
t.close()
break
if not all_val:
vals = validate(model_stepper, cur_data.val_dl, metrics, epoch, seq_first=seq_first, validate_skip = validate_skip)
stop=False
for cb in callbacks: stop = stop or cb.on_epoch_end(vals)
if swa_model is not None:
if (epoch + 1) >= swa_start and ((epoch + 1 - swa_start) % swa_eval_freq == 0 or epoch == tot_epochs - 1):
fix_batchnorm(swa_model, cur_data.trn_dl)
swa_vals = validate(swa_stepper, cur_data.val_dl, metrics, epoch, validate_skip = validate_skip)
vals += swa_vals
if epoch > 0:
print_stats(epoch, [debias_loss] + vals, visualize, prev_val)
else:
print(layout.format(*names))
print_stats(epoch, [debias_loss] + vals, visualize)
prev_val = [debias_loss] + vals
ep_vals = append_stats(ep_vals, epoch, [debias_loss] + vals)
if stop: break
for cb in callbacks: cb.on_train_end()
if get_ep_vals: return vals, ep_vals
else: return vals
|
python
|
def fit(model, data, n_epochs, opt, crit, metrics=None, callbacks=None, stepper=Stepper,
swa_model=None, swa_start=None, swa_eval_freq=None, visualize=False, **kwargs):
""" Fits a model
Arguments:
model (model): any pytorch module
net = to_gpu(net)
data (ModelData): see ModelData class and subclasses (can be a list)
opts: an optimizer. Example: optim.Adam.
If n_epochs is a list, it needs to be the layer_optimizer to get the optimizer as it changes.
n_epochs(int or list): number of epochs (or list of number of epochs)
crit: loss function to optimize. Example: F.cross_entropy
"""
seq_first = kwargs.pop('seq_first', False)
all_val = kwargs.pop('all_val', False)
get_ep_vals = kwargs.pop('get_ep_vals', False)
validate_skip = kwargs.pop('validate_skip', 0)
metrics = metrics or []
callbacks = callbacks or []
avg_mom=0.98
batch_num,avg_loss=0,0.
for cb in callbacks: cb.on_train_begin()
names = ["epoch", "trn_loss", "val_loss"] + [f.__name__ for f in metrics]
if swa_model is not None:
swa_names = ['swa_loss'] + [f'swa_{f.__name__}' for f in metrics]
names += swa_names
# will use this to call evaluate later
swa_stepper = stepper(swa_model, None, crit, **kwargs)
layout = "{!s:10} " * len(names)
if not isinstance(n_epochs, Iterable): n_epochs=[n_epochs]
if not isinstance(data, Iterable): data = [data]
if len(data) == 1: data = data * len(n_epochs)
for cb in callbacks: cb.on_phase_begin()
model_stepper = stepper(model, opt.opt if hasattr(opt,'opt') else opt, crit, **kwargs)
ep_vals = collections.OrderedDict()
tot_epochs = int(np.ceil(np.array(n_epochs).sum()))
cnt_phases = np.array([ep * len(dat.trn_dl) for (ep,dat) in zip(n_epochs,data)]).cumsum()
phase = 0
for epoch in tnrange(tot_epochs, desc='Epoch'):
if phase >= len(n_epochs): break #Sometimes cumulated errors make this append.
model_stepper.reset(True)
cur_data = data[phase]
if hasattr(cur_data, 'trn_sampler'): cur_data.trn_sampler.set_epoch(epoch)
if hasattr(cur_data, 'val_sampler'): cur_data.val_sampler.set_epoch(epoch)
num_batch = len(cur_data.trn_dl)
t = tqdm(iter(cur_data.trn_dl), leave=False, total=num_batch, miniters=0)
if all_val: val_iter = IterBatch(cur_data.val_dl)
for (*x,y) in t:
batch_num += 1
for cb in callbacks: cb.on_batch_begin()
loss = model_stepper.step(V(x),V(y), epoch)
avg_loss = avg_loss * avg_mom + loss * (1-avg_mom)
debias_loss = avg_loss / (1 - avg_mom**batch_num)
t.set_postfix(loss=debias_loss, refresh=False)
stop=False
los = debias_loss if not all_val else [debias_loss] + validate_next(model_stepper,metrics, val_iter)
for cb in callbacks: stop = stop or cb.on_batch_end(los)
if stop: return
if batch_num >= cnt_phases[phase]:
for cb in callbacks: cb.on_phase_end()
phase += 1
if phase >= len(n_epochs):
t.close()
break
for cb in callbacks: cb.on_phase_begin()
if isinstance(opt, LayerOptimizer): model_stepper.opt = opt.opt
if cur_data != data[phase]:
t.close()
break
if not all_val:
vals = validate(model_stepper, cur_data.val_dl, metrics, epoch, seq_first=seq_first, validate_skip = validate_skip)
stop=False
for cb in callbacks: stop = stop or cb.on_epoch_end(vals)
if swa_model is not None:
if (epoch + 1) >= swa_start and ((epoch + 1 - swa_start) % swa_eval_freq == 0 or epoch == tot_epochs - 1):
fix_batchnorm(swa_model, cur_data.trn_dl)
swa_vals = validate(swa_stepper, cur_data.val_dl, metrics, epoch, validate_skip = validate_skip)
vals += swa_vals
if epoch > 0:
print_stats(epoch, [debias_loss] + vals, visualize, prev_val)
else:
print(layout.format(*names))
print_stats(epoch, [debias_loss] + vals, visualize)
prev_val = [debias_loss] + vals
ep_vals = append_stats(ep_vals, epoch, [debias_loss] + vals)
if stop: break
for cb in callbacks: cb.on_train_end()
if get_ep_vals: return vals, ep_vals
else: return vals
|
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] |
Fits a model
Arguments:
model (model): any pytorch module
net = to_gpu(net)
data (ModelData): see ModelData class and subclasses (can be a list)
opts: an optimizer. Example: optim.Adam.
If n_epochs is a list, it needs to be the layer_optimizer to get the optimizer as it changes.
n_epochs(int or list): number of epochs (or list of number of epochs)
crit: loss function to optimize. Example: F.cross_entropy
|
[
"Fits",
"a",
"model"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/model.py#L88-L181
|
train
|
Fits a model to a set of 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) + chr(0b1101111) + chr(0b1 + 0o62) + chr(0b10 + 0o56) + chr(2270 - 2219), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b110101 + 0o72) + '\061' + '\063' + chr(1514 - 1461), 0b1000), ehT0Px3KOsy9(chr(1112 - 1064) + chr(0b1101111) + '\063' + chr(0b110001) + chr(862 - 809), ord("\x08")), ehT0Px3KOsy9(chr(570 - 522) + chr(111) + chr(1769 - 1720) + chr(0b110101) + chr(0b111 + 0o60), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(51) + '\x32', 53669 - 53661), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b111 + 0o53) + chr(283 - 233) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(324 - 276) + chr(111) + '\x32' + chr(0b110011) + chr(0b11110 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b111110 + 0o61) + chr(51) + chr(2915 - 2861) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(0b110011) + chr(0b110111) + '\067', 21285 - 21277), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + chr(1305 - 1252) + chr(0b10110 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\067' + chr(0b110100 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b10111 + 0o37) + '\065', 8), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(0b110011) + chr(0b110000) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(869 - 816) + chr(642 - 590), 8), ehT0Px3KOsy9('\x30' + chr(0b1010010 + 0o35) + chr(0b1010 + 0o47) + '\x30' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1730 - 1682) + '\157' + chr(49) + chr(625 - 573) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(542 - 493) + chr(53) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x32' + chr(0b110100) + chr(0b110011 + 0o3), 0o10), ehT0Px3KOsy9(chr(727 - 679) + chr(0b1101111) + chr(49) + chr(0b10010 + 0o44), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1014 - 965) + '\064', 60182 - 60174), ehT0Px3KOsy9(chr(48) + chr(10805 - 10694) + chr(1619 - 1568) + '\065' + '\064', 0o10), ehT0Px3KOsy9(chr(1307 - 1259) + '\x6f' + chr(0b1010 + 0o47) + chr(0b101100 + 0o10) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110010) + chr(1262 - 1212) + chr(55), 49723 - 49715), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(8720 - 8609) + chr(51) + '\x36' + chr(55), 0o10), ehT0Px3KOsy9(chr(390 - 342) + chr(111) + chr(1584 - 1533) + chr(0b110111) + chr(1515 - 1463), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3809 - 3698) + '\062' + chr(53), 15851 - 15843), ehT0Px3KOsy9('\060' + chr(111) + chr(2466 - 2415) + '\062' + chr(358 - 309), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(2231 - 2179), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(0b10010 + 0o45) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + '\062' + chr(0b101 + 0o60) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(50) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + '\063' + chr(50) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + '\066' + chr(1964 - 1915), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(1591 - 1542) + '\067' + chr(0b0 + 0o61), 43858 - 43850), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b110001) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4912 - 4801) + chr(0b10111 + 0o34) + '\x31' + chr(0b11010 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\063' + chr(2626 - 2571), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(54) + '\x37', 8), ehT0Px3KOsy9(chr(2238 - 2190) + chr(0b1101111) + '\x32' + chr(1534 - 1486) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + '\x32' + chr(1233 - 1180) + chr(336 - 286), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b1011 + 0o52) + chr(1169 - 1121), 10755 - 10747)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xed'), chr(2143 - 2043) + chr(0b10010 + 0o123) + chr(0b1100011) + chr(0b110011 + 0o74) + chr(0b1011111 + 0o5) + '\x65')(chr(0b1100 + 0o151) + '\x74' + chr(468 - 366) + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def gggbGMeQaMBR(FK0vqzZ5gPN6, ULnjp6D6efFH, H3UKJkXFfyWu, PFDxXM_vbSsA, sL_dzD5yM1Tr, yYegMqDoSfs5=None, PX4b0z2UpTWH=None, aHT0g076sIA_=Ndtq1rVThcbA, NkkG57OCopeC=None, rIv4ZE0JFnTx=None, rhuKRfX6EQMP=None, xRTfTpsxhzHI=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(48), 0b1000), **M8EIoTs2GJXE):
OTNp8KMQ82wA = M8EIoTs2GJXE.pop(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb08\xbc0\xbc\xfd\xea\x86\x8b'), '\x64' + chr(0b110101 + 0o60) + '\x63' + '\x6f' + chr(0b1011000 + 0o14) + '\145')('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101 + 0o50) + chr(0b101 + 0o63)), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\060', 8))
zbtnHdBgVfX6 = M8EIoTs2GJXE.pop(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa21\xa10\xac\xf5\xf4'), chr(0b1100100) + '\145' + chr(9259 - 9160) + chr(0b1101111) + chr(6734 - 6634) + chr(0b1011101 + 0o10))(chr(117) + chr(0b11000 + 0o134) + '\146' + '\x2d' + '\070'), ehT0Px3KOsy9('\060' + chr(12010 - 11899) + chr(477 - 429), 8))
Zrnxr_5qLIdO = M8EIoTs2GJXE.pop(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa48\xb90\xbf\xe4\xc7\x83\x9e@\x0f'), '\144' + chr(101) + '\x63' + chr(111) + chr(100) + chr(101))(chr(117) + chr(0b1100101 + 0o17) + chr(0b1100110) + chr(0b11110 + 0o17) + '\070'), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), 8))
KnM4rdB7RZOm = M8EIoTs2GJXE.pop(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5<\xa1\x06\xbe\xf5\xec\x90\xa0_\x17\x9c\xb7'), '\x64' + '\x65' + chr(99) + chr(111) + chr(100) + chr(9028 - 8927))(chr(2056 - 1939) + chr(0b1110100) + chr(0b101110 + 0o70) + chr(45) + chr(0b111000)), ehT0Px3KOsy9(chr(1309 - 1261) + chr(0b1101111) + '\x30', 8))
yYegMqDoSfs5 = yYegMqDoSfs5 or []
PX4b0z2UpTWH = PX4b0z2UpTWH or []
ml7i_ea7cip1 = 0.98
(AfUcyNx2CZVu, unw5JutXkfbm) = (ehT0Px3KOsy9(chr(2107 - 2059) + '\157' + chr(1156 - 1108), 8), 0.0)
for hfOA2bIyYn7s in PX4b0z2UpTWH:
xafqLlk3kkUe(hfOA2bIyYn7s, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac3\x92\x1b\xa8\xf5\xf1\x9b\xa0N\x19\x92\xaeB'), '\144' + chr(3370 - 3269) + '\143' + '\x6f' + chr(0b101101 + 0o67) + chr(400 - 299))('\165' + chr(116) + chr(8152 - 8050) + '\x2d' + chr(0b10000 + 0o50)))()
OcnR1hZ7pGdr = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6-\xa2\x0c\xb2'), chr(100) + chr(9175 - 9074) + chr(99) + '\157' + '\144' + chr(9353 - 9252))(chr(0b1110101) + '\x74' + chr(760 - 658) + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7/\xa30\xb6\xfb\xeb\x86'), chr(0b11110 + 0o106) + '\145' + '\143' + chr(0b101011 + 0o104) + '\144' + '\x65')('\x75' + chr(116) + '\146' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5<\xa10\xb6\xfb\xeb\x86'), '\144' + chr(0b1100101) + chr(99) + chr(5532 - 5421) + chr(0b1100100) + chr(101))(chr(11769 - 11652) + chr(116) + chr(0b110001 + 0o65) + chr(631 - 586) + chr(2359 - 2303))] + [EGyt1xfPT1P6.Gbej4oZqKLA6 for EGyt1xfPT1P6 in yYegMqDoSfs5]
if NkkG57OCopeC is not None:
fra74v49D4Eo = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0*\xac0\xb6\xfb\xeb\x86'), chr(0b1001110 + 0o26) + chr(4629 - 4528) + chr(0b11111 + 0o104) + chr(111) + '\144' + chr(0b1100101))(chr(11944 - 11827) + chr(2609 - 2493) + '\x66' + chr(0b10000 + 0o35) + chr(56))] + [f'swa_{EGyt1xfPT1P6.Gbej4oZqKLA6}' for EGyt1xfPT1P6 in yYegMqDoSfs5]
OcnR1hZ7pGdr += fra74v49D4Eo
oQ7RBcFzLqiL = aHT0g076sIA_(NkkG57OCopeC, None, sL_dzD5yM1Tr, **M8EIoTs2GJXE)
HDH7OEwZuDah = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8|\xbeU\xeb\xa4\xe5\xd5'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(3634 - 3533))('\x75' + chr(116) + chr(102) + chr(0b10101 + 0o30) + '\070') * c2A0yzQpDQB3(OcnR1hZ7pGdr)
if not PlSM16l2KDPD(H3UKJkXFfyWu, U1nE7SA1iyUR):
H3UKJkXFfyWu = [H3UKJkXFfyWu]
if not PlSM16l2KDPD(ULnjp6D6efFH, U1nE7SA1iyUR):
ULnjp6D6efFH = [ULnjp6D6efFH]
if c2A0yzQpDQB3(ULnjp6D6efFH) == ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(309 - 260), 0o10):
ULnjp6D6efFH = ULnjp6D6efFH * c2A0yzQpDQB3(H3UKJkXFfyWu)
for hfOA2bIyYn7s in PX4b0z2UpTWH:
xafqLlk3kkUe(hfOA2bIyYn7s, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac3\x92\x1f\xb2\xf5\xeb\x90\xa0N\x19\x92\xaeB'), chr(100) + '\145' + chr(99) + '\x6f' + chr(864 - 764) + chr(0b1100101))(chr(1071 - 954) + chr(0b1110100) + '\146' + '\x2d' + chr(1225 - 1169)))()
WKNBKx2f7ISI = aHT0g076sIA_(FK0vqzZ5gPN6, PFDxXM_vbSsA.PFDxXM_vbSsA if lot1PSoAwYhj(PFDxXM_vbSsA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac-\xb9'), chr(8012 - 7912) + chr(101) + chr(0b1010110 + 0o15) + chr(11938 - 11827) + '\x64' + '\x65')(chr(2509 - 2392) + '\164' + chr(0b100010 + 0o104) + chr(967 - 922) + '\070')) else PFDxXM_vbSsA, sL_dzD5yM1Tr, **M8EIoTs2GJXE)
WdUg6ZOuHvJR = FGhnnwoh1Dd8.OrderedDict()
gNhOtGPIyXGO = ehT0Px3KOsy9(WqUC3KWvYVup.ceil(WqUC3KWvYVup.array(H3UKJkXFfyWu).xkxBmo49x2An()))
wuVoXSO4eaUF = WqUC3KWvYVup.array([IWodQpYR_65j * c2A0yzQpDQB3(c0NqNi77CQ1K.trn_dl) for (IWodQpYR_65j, c0NqNi77CQ1K) in pZ0NK2y6HRbn(H3UKJkXFfyWu, ULnjp6D6efFH)]).i0lzZW3r00ue()
nGR7yOfMMrtG = ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), 8)
for LWTVW06OsTjl in Q3BhVRGFQqPg(gNhOtGPIyXGO, desc=xafqLlk3kkUe(SXOLrMavuUCe(b'\x86-\xa2\x0c\xb2'), chr(100) + '\x65' + '\143' + chr(111) + chr(100) + '\145')(chr(117) + chr(0b1101000 + 0o14) + chr(0b1100110) + chr(777 - 732) + '\070')):
if nGR7yOfMMrtG >= c2A0yzQpDQB3(H3UKJkXFfyWu):
break
xafqLlk3kkUe(WKNBKx2f7ISI, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb18\xbe\n\xae'), chr(0b1100100) + chr(0b11010 + 0o113) + chr(6814 - 6715) + chr(111) + '\144' + '\145')(chr(0b101101 + 0o110) + chr(5431 - 5315) + '\x66' + '\x2d' + chr(0b11110 + 0o32)))(ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49), 8))
M5WBXPzkOef8 = ULnjp6D6efFH[nGR7yOfMMrtG]
if lot1PSoAwYhj(M5WBXPzkOef8, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7/\xa30\xa9\xf5\xf5\x85\x93I\x0e'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(100) + chr(9545 - 9444))('\x75' + chr(0b1110100) + chr(0b101 + 0o141) + chr(1488 - 1443) + chr(0b111000))):
xafqLlk3kkUe(M5WBXPzkOef8.trn_sampler, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb08\xb90\xbf\xe4\xf7\x96\x97'), '\x64' + chr(0b100101 + 0o100) + chr(589 - 490) + '\x6f' + chr(9572 - 9472) + chr(7804 - 7703))('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + '\070'))(LWTVW06OsTjl)
if lot1PSoAwYhj(M5WBXPzkOef8, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5<\xa10\xa9\xf5\xf5\x85\x93I\x0e'), '\x64' + chr(0b110101 + 0o60) + chr(99) + chr(0b1101111) + chr(0b101000 + 0o74) + '\x65')(chr(117) + chr(0b1110100) + chr(3324 - 3222) + chr(1657 - 1612) + '\x38')):
xafqLlk3kkUe(M5WBXPzkOef8.val_sampler, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb08\xb90\xbf\xe4\xf7\x96\x97'), chr(0b1100100) + chr(0b1011001 + 0o14) + chr(0b1100011) + chr(0b110110 + 0o71) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1000100 + 0o42) + chr(0b10000 + 0o35) + '\x38'))(LWTVW06OsTjl)
FqaHOz_cr8MC = c2A0yzQpDQB3(M5WBXPzkOef8.trn_dl)
YeT3l7JgTbWR = yOfuilPq_CoP(ZdP978XkGspL(M5WBXPzkOef8.trn_dl), leave=ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(48), 8), total=FqaHOz_cr8MC, miniters=ehT0Px3KOsy9(chr(1713 - 1665) + '\157' + '\x30', 8))
if zbtnHdBgVfX6:
cnvFNmmGlq_n = IaII7eJWkr2t(M5WBXPzkOef8.val_dl)
for (*OeWW0F1dBPRQ, SqiSOtYOqOJH) in YeT3l7JgTbWR:
AfUcyNx2CZVu += ehT0Px3KOsy9('\060' + '\157' + '\061', 8)
for hfOA2bIyYn7s in PX4b0z2UpTWH:
xafqLlk3kkUe(hfOA2bIyYn7s, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac3\x92\r\xbb\xe0\xfb\x9d\xa0N\x19\x92\xaeB'), chr(0b1100100) + '\145' + '\x63' + chr(111) + '\x64' + chr(2648 - 2547))('\165' + chr(12593 - 12477) + '\x66' + chr(0b100010 + 0o13) + '\x38'))()
YpO0BcZ6fMsf = WKNBKx2f7ISI.step(WBx2aEA5NZ9k(OeWW0F1dBPRQ), WBx2aEA5NZ9k(SqiSOtYOqOJH), LWTVW06OsTjl)
unw5JutXkfbm = unw5JutXkfbm * ml7i_ea7cip1 + YpO0BcZ6fMsf * (ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + chr(0b110001), 8) - ml7i_ea7cip1)
sjqnfm1sNkhV = unw5JutXkfbm / (ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 8) - ml7i_ea7cip1 ** AfUcyNx2CZVu)
xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb08\xb90\xaa\xfb\xeb\x81\x99E\x04'), chr(100) + chr(9973 - 9872) + chr(99) + chr(2564 - 2453) + chr(0b1100100) + chr(823 - 722))('\x75' + chr(2125 - 2009) + '\146' + '\055' + chr(0b111000)))(loss=sjqnfm1sNkhV, refresh=ehT0Px3KOsy9(chr(1889 - 1841) + '\x6f' + chr(0b110000), 8))
i64wROPYXl1w = ehT0Px3KOsy9(chr(48) + chr(111) + chr(48), 8)
J2g8Bsb28uSA = sjqnfm1sNkhV if not zbtnHdBgVfX6 else [sjqnfm1sNkhV] + ZRkXHyB83dcZ(WKNBKx2f7ISI, yYegMqDoSfs5, cnvFNmmGlq_n)
for hfOA2bIyYn7s in PX4b0z2UpTWH:
i64wROPYXl1w = i64wROPYXl1w or hfOA2bIyYn7s.on_batch_end(J2g8Bsb28uSA)
if i64wROPYXl1w:
return
if AfUcyNx2CZVu >= wuVoXSO4eaUF[nGR7yOfMMrtG]:
for hfOA2bIyYn7s in PX4b0z2UpTWH:
xafqLlk3kkUe(hfOA2bIyYn7s, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac3\x92\x1f\xb2\xf5\xeb\x90\xa0I\x12\x91'), '\x64' + chr(0b1100101) + '\143' + chr(111) + chr(2353 - 2253) + chr(0b1100101))('\x75' + '\164' + chr(0b11100 + 0o112) + chr(0b110 + 0o47) + chr(56)))()
nGR7yOfMMrtG += ehT0Px3KOsy9(chr(359 - 311) + chr(0b1101111) + chr(0b1000 + 0o51), 8)
if nGR7yOfMMrtG >= c2A0yzQpDQB3(H3UKJkXFfyWu):
xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa01\xa2\x1c\xbf'), chr(2380 - 2280) + chr(0b1100101) + chr(0b1100011) + chr(9327 - 9216) + '\x64' + '\x65')(chr(0b1100100 + 0o21) + '\x74' + '\x66' + chr(101 - 56) + '\070'))()
break
for hfOA2bIyYn7s in PX4b0z2UpTWH:
xafqLlk3kkUe(hfOA2bIyYn7s, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac3\x92\x1f\xb2\xf5\xeb\x90\xa0N\x19\x92\xaeB'), '\144' + chr(101) + chr(9405 - 9306) + chr(4585 - 4474) + '\x64' + chr(101))(chr(10583 - 10466) + chr(0b1000000 + 0o64) + chr(1690 - 1588) + '\x2d' + '\070'))()
if PlSM16l2KDPD(PFDxXM_vbSsA, EeFes2hwjhrw):
WKNBKx2f7ISI.PFDxXM_vbSsA = PFDxXM_vbSsA.PFDxXM_vbSsA
if M5WBXPzkOef8 != ULnjp6D6efFH[nGR7yOfMMrtG]:
xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa01\xa2\x1c\xbf'), chr(0b110000 + 0o64) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(9824 - 9723))(chr(117) + '\x74' + chr(1686 - 1584) + chr(756 - 711) + '\x38'))()
break
if not zbtnHdBgVfX6:
ipy0WJZo1Oft = HnJAyqLuKsT1(WKNBKx2f7ISI, M5WBXPzkOef8.val_dl, yYegMqDoSfs5, LWTVW06OsTjl, seq_first=OTNp8KMQ82wA, validate_skip=KnM4rdB7RZOm)
i64wROPYXl1w = ehT0Px3KOsy9('\x30' + '\x6f' + chr(2124 - 2076), 8)
for hfOA2bIyYn7s in PX4b0z2UpTWH:
i64wROPYXl1w = i64wROPYXl1w or hfOA2bIyYn7s.on_epoch_end(ipy0WJZo1Oft)
if NkkG57OCopeC is not None:
if LWTVW06OsTjl + ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(349 - 300), 8) >= rIv4ZE0JFnTx and ((LWTVW06OsTjl + ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(351 - 302), 8) - rIv4ZE0JFnTx) % rhuKRfX6EQMP == ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x30', 8) or LWTVW06OsTjl == gNhOtGPIyXGO - ehT0Px3KOsy9(chr(1311 - 1263) + '\x6f' + '\061', 8)):
m5UH3K6_wuUG(NkkG57OCopeC, xafqLlk3kkUe(M5WBXPzkOef8, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7/\xa30\xbe\xf8'), '\x64' + chr(101) + chr(0b1011011 + 0o10) + chr(111) + chr(0b1011101 + 0o7) + '\145')(chr(0b1110101) + chr(3488 - 3372) + chr(0b1010111 + 0o17) + '\055' + '\070')))
EHX4nSMwQ21j = HnJAyqLuKsT1(oQ7RBcFzLqiL, M5WBXPzkOef8.val_dl, yYegMqDoSfs5, LWTVW06OsTjl, validate_skip=KnM4rdB7RZOm)
ipy0WJZo1Oft += EHX4nSMwQ21j
if LWTVW06OsTjl > ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110000), 8):
xkHMUIlxGGNC(LWTVW06OsTjl, [sjqnfm1sNkhV] + ipy0WJZo1Oft, xRTfTpsxhzHI, FR3q5R1zL1TS)
else:
zLUzGokYBM2Z(xafqLlk3kkUe(HDH7OEwZuDah, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa52\xbf\x02\xbb\xe0'), '\144' + '\x65' + chr(7224 - 7125) + chr(7974 - 7863) + '\144' + chr(5826 - 5725))(chr(0b1000 + 0o155) + '\164' + '\x66' + chr(0b100111 + 0o6) + '\070'))(*OcnR1hZ7pGdr))
xkHMUIlxGGNC(LWTVW06OsTjl, [sjqnfm1sNkhV] + ipy0WJZo1Oft, xRTfTpsxhzHI)
FR3q5R1zL1TS = [sjqnfm1sNkhV] + ipy0WJZo1Oft
WdUg6ZOuHvJR = GQBuQB80RYoo(WdUg6ZOuHvJR, LWTVW06OsTjl, [sjqnfm1sNkhV] + ipy0WJZo1Oft)
if i64wROPYXl1w:
break
for hfOA2bIyYn7s in PX4b0z2UpTWH:
xafqLlk3kkUe(hfOA2bIyYn7s, xafqLlk3kkUe(SXOLrMavuUCe(b'\xac3\x92\x1b\xa8\xf5\xf1\x9b\xa0I\x12\x91'), '\x64' + chr(0b1100101) + '\x63' + chr(111) + chr(6636 - 6536) + '\x65')(chr(0b1110101) + chr(9144 - 9028) + '\146' + '\055' + chr(0b111000)))()
if Zrnxr_5qLIdO:
return (ipy0WJZo1Oft, WdUg6ZOuHvJR)
else:
return ipy0WJZo1Oft
|
fastai/fastai
|
old/fastai/model.py
|
validate_next
|
def validate_next(stepper, metrics, val_iter):
"""Computes the loss on the next minibatch of the validation set."""
stepper.reset(False)
with no_grad_context():
(*x,y) = val_iter.next()
preds,l = stepper.evaluate(VV(x), VV(y))
res = [delistify(to_np(l))]
res += [f(datafy(preds), datafy(y)) for f in metrics]
stepper.reset(True)
return res
|
python
|
def validate_next(stepper, metrics, val_iter):
"""Computes the loss on the next minibatch of the validation set."""
stepper.reset(False)
with no_grad_context():
(*x,y) = val_iter.next()
preds,l = stepper.evaluate(VV(x), VV(y))
res = [delistify(to_np(l))]
res += [f(datafy(preds), datafy(y)) for f in metrics]
stepper.reset(True)
return res
|
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] |
Computes the loss on the next minibatch of the validation set.
|
[
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"next",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/model.py#L215-L224
|
train
|
Computes the loss on the next minibatch of the validation set.
|
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' + '\062' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\063' + chr(2011 - 1961), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110 + 0o57) + chr(0b110000), 31931 - 31923), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + '\061' + chr(55) + '\063', 11120 - 11112), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x30' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(5942 - 5831) + chr(53) + chr(1941 - 1888), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1661 - 1608), 1892 - 1884), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110110) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1233 - 1185) + chr(11582 - 11471) + chr(0b101110 + 0o4) + '\065' + '\062', 0b1000), ehT0Px3KOsy9(chr(1024 - 976) + '\157' + '\x32' + '\065' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(3669 - 3558) + '\x32' + chr(1388 - 1336) + chr(0b1110 + 0o51), 0o10), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + chr(0b10100 + 0o37) + '\x36' + chr(385 - 336), 22734 - 22726), ehT0Px3KOsy9(chr(48) + chr(2505 - 2394) + chr(51) + '\x30' + chr(872 - 822), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b11010 + 0o33) + '\061', 8), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + chr(0b110010), 28974 - 28966), ehT0Px3KOsy9(chr(944 - 896) + '\157' + chr(1867 - 1816) + chr(0b10111 + 0o33), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + '\067', 63660 - 63652), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + chr(1778 - 1728) + '\x34' + chr(900 - 851), 40486 - 40478), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\064' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10 + 0o60) + chr(0b101111 + 0o6) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + '\063' + '\065' + chr(53), 7000 - 6992), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + '\x33' + chr(0b101100 + 0o10) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x36' + chr(0b110111), 62018 - 62010), ehT0Px3KOsy9(chr(0b110000) + chr(2990 - 2879) + '\063' + chr(0b100011 + 0o17), 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(0b1100 + 0o46) + chr(0b101100 + 0o5) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + chr(0b1101 + 0o45) + chr(0b110000) + '\x34', 0b1000), ehT0Px3KOsy9(chr(328 - 280) + chr(6510 - 6399) + '\061' + chr(53), 18741 - 18733), ehT0Px3KOsy9(chr(1790 - 1742) + chr(111) + '\062' + '\061' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101110 + 0o4) + chr(50) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1938 - 1889) + chr(307 - 259) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(49) + '\065' + chr(0b0 + 0o66), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(550 - 499) + chr(0b110011) + '\064', 0b1000), ehT0Px3KOsy9(chr(626 - 578) + chr(5902 - 5791) + chr(0b100110 + 0o13) + chr(0b110101) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + chr(0b111 + 0o52) + chr(0b110000) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + '\x32' + chr(55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1306 - 1257) + chr(0b110101) + chr(52), 24958 - 24950), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b110010) + chr(2869 - 2814), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(1844 - 1793) + chr(1401 - 1346) + chr(1825 - 1774), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110 + 0o0) + '\063', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(75 - 27) + chr(0b1101100 + 0o3) + '\065' + '\060', 65256 - 65248)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe'), chr(100) + chr(101) + chr(99) + chr(111) + '\144' + chr(0b1100101))('\165' + '\164' + '\x66' + '\055' + chr(0b10 + 0o66)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZRkXHyB83dcZ(aHT0g076sIA_, yYegMqDoSfs5, cnvFNmmGlq_n):
xafqLlk3kkUe(aHT0g076sIA_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xbf\xdb\x1e3'), chr(0b1100100) + chr(7323 - 7222) + chr(99) + '\x6f' + chr(0b1100100) + chr(3008 - 2907))('\165' + chr(0b1110100) + '\146' + '\055' + chr(0b111000)))(ehT0Px3KOsy9('\060' + '\x6f' + '\x30', 50389 - 50381))
with QenvtsGof8Yi():
(*OeWW0F1dBPRQ, SqiSOtYOqOJH) = cnvFNmmGlq_n.next()
(rFir39ju85_Z, aLoH_Mt0dzwO) = aHT0g076sIA_.evaluate(LYqUQ6G8HY6x(OeWW0F1dBPRQ), LYqUQ6G8HY6x(SqiSOtYOqOJH))
MsbwfslwLjRO = [Q9hmbSsJao_P(dw42UMwEDh0P(aLoH_Mt0dzwO))]
MsbwfslwLjRO += [EGyt1xfPT1P6(aeyVbT0b0TsX(rFir39ju85_Z), aeyVbT0b0TsX(SqiSOtYOqOJH)) for EGyt1xfPT1P6 in yYegMqDoSfs5]
xafqLlk3kkUe(aHT0g076sIA_, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\xbf\xdb\x1e3'), chr(100) + '\145' + chr(0b1000111 + 0o34) + chr(6237 - 6126) + chr(0b111111 + 0o45) + chr(8205 - 8104))('\x75' + '\164' + chr(0b1100110) + chr(0b11 + 0o52) + chr(0b11001 + 0o37)))(ehT0Px3KOsy9('\060' + chr(4223 - 4112) + '\061', ord("\x08")))
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
link_type
|
def link_type(arg_type, arg_name=None, include_bt:bool=True):
"Create link to documentation."
arg_name = arg_name or fn_name(arg_type)
if include_bt: arg_name = code_esc(arg_name)
if belongs_to_module(arg_type, 'torch') and ('Tensor' not in arg_name): return f'[{arg_name}]({get_pytorch_link(arg_type)})'
if is_fastai_class(arg_type): return f'[{arg_name}]({get_fn_link(arg_type)})'
return arg_name
|
python
|
def link_type(arg_type, arg_name=None, include_bt:bool=True):
"Create link to documentation."
arg_name = arg_name or fn_name(arg_type)
if include_bt: arg_name = code_esc(arg_name)
if belongs_to_module(arg_type, 'torch') and ('Tensor' not in arg_name): return f'[{arg_name}]({get_pytorch_link(arg_type)})'
if is_fastai_class(arg_type): return f'[{arg_name}]({get_fn_link(arg_type)})'
return arg_name
|
[
"def",
"link_type",
"(",
"arg_type",
",",
"arg_name",
"=",
"None",
",",
"include_bt",
":",
"bool",
"=",
"True",
")",
":",
"arg_name",
"=",
"arg_name",
"or",
"fn_name",
"(",
"arg_type",
")",
"if",
"include_bt",
":",
"arg_name",
"=",
"code_esc",
"(",
"arg_name",
")",
"if",
"belongs_to_module",
"(",
"arg_type",
",",
"'torch'",
")",
"and",
"(",
"'Tensor'",
"not",
"in",
"arg_name",
")",
":",
"return",
"f'[{arg_name}]({get_pytorch_link(arg_type)})'",
"if",
"is_fastai_class",
"(",
"arg_type",
")",
":",
"return",
"f'[{arg_name}]({get_fn_link(arg_type)})'",
"return",
"arg_name"
] |
Create link to documentation.
|
[
"Create",
"link",
"to",
"documentation",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L31-L37
|
train
|
Create link to documentation.
|
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(0b100100 + 0o14) + chr(0b1000110 + 0o51) + '\x32' + '\x31' + chr(0b110100), 11825 - 11817), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(0b110110) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(0b1101 + 0o46) + chr(52) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110001) + '\x32', 11623 - 11615), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110010) + '\063' + chr(1629 - 1578), 0o10), ehT0Px3KOsy9(chr(1903 - 1855) + chr(111) + chr(1881 - 1832) + '\x37' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(53) + chr(0b101 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x35' + chr(0b100111 + 0o14), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(1574 - 1520) + chr(424 - 375), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(460 - 349) + chr(0b101111 + 0o6) + '\x33', 38600 - 38592), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(1303 - 1254) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x36' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(11305 - 11194) + '\x32' + chr(0b10010 + 0o43) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b11100 + 0o25) + '\x36' + chr(0b101100 + 0o13), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + chr(0b0 + 0o61) + '\x33' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(1493 - 1442) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\064' + chr(0b101001 + 0o10), 42859 - 42851), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101100 + 0o5) + chr(55) + chr(0b110 + 0o57), 60212 - 60204), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b101001 + 0o11) + '\x33', 11957 - 11949), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(0b10001 + 0o40), 4637 - 4629), ehT0Px3KOsy9('\060' + chr(4773 - 4662) + chr(1203 - 1152) + chr(0b111 + 0o51) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1308 - 1197) + chr(1020 - 971) + chr(606 - 551) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(933 - 884) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\x31' + chr(0b101100 + 0o13) + chr(53), 8), ehT0Px3KOsy9(chr(2303 - 2255) + chr(111) + chr(53) + chr(52), 21604 - 21596), ehT0Px3KOsy9(chr(867 - 819) + chr(0b1101111) + '\x32' + chr(0b110000) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(459 - 411) + chr(10764 - 10653) + chr(0b101101 + 0o11) + '\x36', 41392 - 41384), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110001) + chr(498 - 444) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101101 + 0o2) + '\065' + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(12177 - 12066) + '\062' + chr(849 - 794) + '\065', 0b1000), ehT0Px3KOsy9(chr(1672 - 1624) + chr(111) + chr(0b110101) + chr(52), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + '\x33', 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(51) + '\063' + chr(2484 - 2433), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1236 - 1185) + '\064' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + '\x31', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2063 - 2012) + chr(50), 55242 - 55234), ehT0Px3KOsy9('\060' + chr(0b1101111 + 0o0) + chr(0b10000 + 0o41) + chr(51) + chr(1072 - 1024), 40803 - 40795), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(0b100111 + 0o12) + chr(1522 - 1468) + chr(0b110000), 38461 - 38453), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(2992 - 2881) + chr(0b100001 + 0o24) + '\x34', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101 + 0o142) + chr(1523 - 1470) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2'), chr(0b1010001 + 0o23) + '\145' + chr(6642 - 6543) + '\157' + '\x64' + chr(0b110011 + 0o62))(chr(0b1110101) + '\164' + chr(102) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def RyU1p01uoytZ(u88a6oLul0L6, My2kWenydfEv=None, C_oBoKAUR4Tl=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1110 + 0o43), 40207 - 40199)):
My2kWenydfEv = My2kWenydfEv or IhN1Csmp_CpP(u88a6oLul0L6)
if C_oBoKAUR4Tl:
My2kWenydfEv = cTSXe42FddkZ(My2kWenydfEv)
if XecdOOM0kLBv(u88a6oLul0L6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8]\x87\x84"'), chr(0b1011111 + 0o5) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100 + 0o130) + '\x65')('\x75' + chr(5746 - 5630) + '\x66' + chr(1783 - 1738) + '\x38')) and xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8W\x9b\x94%\xe9'), chr(0b1100100) + chr(6075 - 5974) + '\x63' + '\157' + chr(0b1100100) + chr(3580 - 3479))(chr(1005 - 888) + chr(0b1110100) + '\146' + '\x2d' + '\x38') not in My2kWenydfEv:
return f'[{My2kWenydfEv}]({KwvZE2efTphi(u88a6oLul0L6)})'
if yeRSZGNbKqNI(u88a6oLul0L6):
return f'[{My2kWenydfEv}]({wDE2xI2BQS0K(u88a6oLul0L6)})'
return My2kWenydfEv
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
belongs_to_module
|
def belongs_to_module(t, module_name):
"Check if `t` belongs to `module_name`."
if hasattr(t, '__func__'): return belongs_to_module(t.__func__, module_name)
if not inspect.getmodule(t): return False
return inspect.getmodule(t).__name__.startswith(module_name)
|
python
|
def belongs_to_module(t, module_name):
"Check if `t` belongs to `module_name`."
if hasattr(t, '__func__'): return belongs_to_module(t.__func__, module_name)
if not inspect.getmodule(t): return False
return inspect.getmodule(t).__name__.startswith(module_name)
|
[
"def",
"belongs_to_module",
"(",
"t",
",",
"module_name",
")",
":",
"if",
"hasattr",
"(",
"t",
",",
"'__func__'",
")",
":",
"return",
"belongs_to_module",
"(",
"t",
".",
"__func__",
",",
"module_name",
")",
"if",
"not",
"inspect",
".",
"getmodule",
"(",
"t",
")",
":",
"return",
"False",
"return",
"inspect",
".",
"getmodule",
"(",
"t",
")",
".",
"__name__",
".",
"startswith",
"(",
"module_name",
")"
] |
Check if `t` belongs to `module_name`.
|
[
"Check",
"if",
"t",
"belongs",
"to",
"module_name",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L41-L45
|
train
|
Check if t belongs to module_name.
|
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(0b100000 + 0o20) + chr(0b1101111) + chr(0b110010) + chr(0b101100 + 0o4) + chr(0b110100), 8283 - 8275), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110010) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(0b11111 + 0o26) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(53) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b10001 + 0o46), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(1854 - 1806) + chr(1539 - 1484), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3914 - 3803) + '\063' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b10 + 0o60) + chr(533 - 480), 0b1000), ehT0Px3KOsy9('\060' + chr(5509 - 5398) + chr(49) + chr(552 - 504), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7098 - 6987) + chr(102 - 52) + '\x32' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2207 - 2156) + chr(0b110001) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9901 - 9790) + '\063' + chr(49) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + '\x31' + chr(494 - 444), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(48) + chr(2130 - 2075), 40261 - 40253), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101 + 0o142) + chr(1255 - 1206) + chr(0b110111) + chr(0b11000 + 0o34), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b101000 + 0o16) + chr(516 - 468), 48463 - 48455), ehT0Px3KOsy9(chr(0b110000) + chr(8487 - 8376) + '\x32' + chr(1041 - 992) + chr(0b100110 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1930 - 1819) + chr(918 - 869) + chr(202 - 152) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x35' + '\065', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(11831 - 11720) + chr(2105 - 2054) + chr(1936 - 1882) + chr(0b110010), 55420 - 55412), ehT0Px3KOsy9(chr(48) + '\157' + chr(1420 - 1371) + chr(0b110110) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11101 + 0o27) + chr(2045 - 1990), 11278 - 11270), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b110011) + chr(49) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b101101 + 0o5) + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(561 - 510) + chr(517 - 467) + chr(1983 - 1928), 31807 - 31799), ehT0Px3KOsy9(chr(507 - 459) + chr(111) + chr(618 - 564) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b101111 + 0o3) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(48) + chr(10032 - 9921) + chr(1397 - 1342) + '\063', 25459 - 25451), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\066' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(144 - 94) + '\060' + chr(1345 - 1294), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2785 - 2732) + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + chr(0b110010) + '\x35' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1065 - 1017) + '\x6f' + '\062' + chr(0b110011) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x33' + chr(0b10001 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\062' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(4454 - 4343) + chr(1609 - 1558) + '\x37' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1021 - 973) + '\x6f' + chr(50) + '\x34', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + chr(53) + '\060', 31272 - 31264)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa'), '\x64' + chr(0b1001001 + 0o34) + '\143' + '\157' + chr(4777 - 4677) + chr(0b1100101))(chr(117) + '\164' + chr(6995 - 6893) + '\055' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def XecdOOM0kLBv(YeT3l7JgTbWR, Iu0XkROSvs3d):
if lot1PSoAwYhj(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdbq4Y\xc2t\xd8G'), chr(0b101101 + 0o67) + chr(3718 - 3617) + chr(0b1011011 + 0o10) + chr(111) + '\x64' + '\145')(chr(0b1001111 + 0o46) + '\164' + '\x66' + '\x2d' + '\x38')):
return XecdOOM0kLBv(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdbq4Y\xc2t\xd8G'), chr(100) + chr(101) + '\x63' + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(13144 - 13028) + chr(3592 - 3490) + '\x2d' + '\x38')), Iu0XkROSvs3d)
if not xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3K&A\xc3s\xf2t\xf0'), chr(0b1100100) + chr(0b110100 + 0o61) + '\x63' + '\x6f' + '\144' + chr(0b1010011 + 0o22))(chr(10257 - 10140) + chr(0b100000 + 0o124) + chr(0b100000 + 0o106) + chr(1041 - 996) + chr(56)))(YeT3l7JgTbWR):
return ehT0Px3KOsy9('\060' + chr(111) + '\x30', 0o10)
return xafqLlk3kkUe(kzXqv8ZZwm75.getmodule(YeT3l7JgTbWR).__name__, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7Z3^\xd8d\xf0q\xe1`'), chr(942 - 842) + chr(0b1011101 + 0o10) + chr(99) + '\x6f' + '\144' + chr(101))('\x75' + '\164' + chr(102) + chr(0b101101) + chr(56)))(Iu0XkROSvs3d)
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
format_param
|
def format_param(p):
"Formats function param to `param1:Type=val`. Font weights: param1=bold, val=bold+italic"
arg_prefix = arg_prefixes.get(p.kind, '') # asterisk prefix for *args and **kwargs
res = f"**{arg_prefix}{code_esc(p.name)}**"
if hasattr(p, 'annotation') and p.annotation != p.empty: res += f':{anno_repr(p.annotation)}'
if p.default != p.empty:
default = getattr(p.default, 'func', p.default)
default = getattr(default, '__name__', default)
res += f'=***`{repr(default)}`***'
return res
|
python
|
def format_param(p):
"Formats function param to `param1:Type=val`. Font weights: param1=bold, val=bold+italic"
arg_prefix = arg_prefixes.get(p.kind, '') # asterisk prefix for *args and **kwargs
res = f"**{arg_prefix}{code_esc(p.name)}**"
if hasattr(p, 'annotation') and p.annotation != p.empty: res += f':{anno_repr(p.annotation)}'
if p.default != p.empty:
default = getattr(p.default, 'func', p.default)
default = getattr(default, '__name__', default)
res += f'=***`{repr(default)}`***'
return res
|
[
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"f':{anno_repr(p.annotation)}'",
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"'__name__'",
",",
"default",
")",
"res",
"+=",
"f'=***`{repr(default)}`***'",
"return",
"res"
] |
Formats function param to `param1:Type=val`. Font weights: param1=bold, val=bold+italic
|
[
"Formats",
"function",
"param",
"to",
"param1",
":",
"Type",
"=",
"val",
".",
"Font",
"weights",
":",
"param1",
"=",
"bold",
"val",
"=",
"bold",
"+",
"italic"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L68-L77
|
train
|
Formats function param to param1 Type = val. Font weights param1 = bold val = italic
|
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(0b11 + 0o64) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x37' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(1985 - 1874) + chr(0b110101) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(307 - 259) + chr(111) + '\x32' + chr(51) + chr(1804 - 1750), 11316 - 11308), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101000 + 0o11) + chr(54) + chr(0b110100), 973 - 965), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(52) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1100 + 0o46) + chr(2405 - 2350) + chr(0b110000), 12231 - 12223), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110) + chr(0b0 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(1107 - 1057) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b110010) + chr(0b101011 + 0o5) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110001) + chr(1343 - 1289), ord("\x08")), ehT0Px3KOsy9(chr(2250 - 2202) + chr(0b1011011 + 0o24) + '\062' + chr(2314 - 2261) + chr(1215 - 1162), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(50) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(3645 - 3534) + chr(0b110011) + '\x31' + '\066', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(52) + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(49) + chr(0b110010 + 0o4), 10665 - 10657), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(52) + chr(2524 - 2470), 57522 - 57514), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b110101) + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(671 - 623) + '\157' + chr(269 - 218) + chr(0b1 + 0o60) + '\x30', 0o10), ehT0Px3KOsy9(chr(214 - 166) + chr(0b1101111) + chr(0b110011) + chr(738 - 689) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(3141 - 3030) + chr(0b10010 + 0o37) + chr(0b110111) + chr(2172 - 2120), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11000 + 0o33), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(49) + '\x32' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + chr(2024 - 1975) + chr(54) + '\063', 59251 - 59243), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o54) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(49) + chr(0b110100), 63760 - 63752), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(2373 - 2323) + chr(0b110000) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100100 + 0o16) + chr(50) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(4452 - 4341) + '\063' + chr(52) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(55) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(0b110001) + '\x31' + chr(52), 8), ehT0Px3KOsy9(chr(846 - 798) + '\157' + chr(0b110010) + chr(0b101011 + 0o13) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1001010 + 0o45) + chr(0b100001 + 0o22) + chr(52) + chr(0b110000), 55326 - 55318), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\062' + '\x30' + chr(0b101011 + 0o11), 0b1000), ehT0Px3KOsy9(chr(2119 - 2071) + chr(111) + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x32' + chr(0b110100), 36554 - 36546), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b110001) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o47) + '\x37' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(1687 - 1636) + '\x34' + chr(910 - 857), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(2672 - 2619) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x10'), '\x64' + '\145' + chr(99) + chr(0b1001000 + 0o47) + chr(0b11001 + 0o113) + '\x65')('\165' + chr(11734 - 11618) + chr(102) + '\055' + chr(0b101101 + 0o13)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def H65OfzsGIyw4(UyakMW2IMFEj):
TKpx6Qgw6QUU = BP0ArmEwNnpR.get(UyakMW2IMFEj.kind, xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(0b1001001 + 0o34) + '\143' + '\157' + chr(0b1011000 + 0o14) + chr(2408 - 2307))(chr(12032 - 11915) + chr(0b1110100) + '\x66' + chr(45) + '\070'))
MsbwfslwLjRO = f'**{TKpx6Qgw6QUU}{cTSXe42FddkZ(UyakMW2IMFEj.AIvJRzLdDfgF)}**'
if lot1PSoAwYhj(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xd3E\xf1\x00\xc5\xcc]\xf8\xee'), chr(2656 - 2556) + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(6741 - 6640))('\x75' + chr(8738 - 8622) + '\x66' + chr(45) + chr(1201 - 1145))) and xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'_\xd3E\xf1\x00\xc5\xcc]\xf8\xee'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1100100) + chr(1985 - 1884))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b10010 + 0o33) + chr(56))) != xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'[\xd0[\xea\r'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b101000 + 0o107) + chr(0b101001 + 0o73) + chr(101))('\165' + '\164' + chr(102) + chr(0b111 + 0o46) + '\070')):
MsbwfslwLjRO += f':{QzVmC3374YB4(UyakMW2IMFEj.annotation)}'
if xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xd8M\xff\x01\xc8\xcc'), '\x64' + chr(4948 - 4847) + '\143' + chr(4222 - 4111) + chr(0b10101 + 0o117) + chr(3225 - 3124))('\165' + '\164' + '\x66' + '\x2d' + chr(56))) != xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'[\xd0[\xea\r'), chr(0b1010001 + 0o23) + '\145' + chr(0b1100011) + chr(11492 - 11381) + chr(9225 - 9125) + chr(9082 - 8981))(chr(0b101011 + 0o112) + chr(0b1110100) + chr(0b1110 + 0o130) + chr(0b101101) + '\x38')):
t1v7afVhe01t = xafqLlk3kkUe(UyakMW2IMFEj.default, xafqLlk3kkUe(SXOLrMavuUCe(b'X\xc8E\xfd'), chr(100) + chr(0b110101 + 0o60) + chr(0b1000110 + 0o35) + chr(111) + '\x64' + '\x65')(chr(0b1110 + 0o147) + chr(8635 - 8519) + '\x66' + chr(0b10110 + 0o27) + chr(56)), UyakMW2IMFEj.default)
t1v7afVhe01t = xafqLlk3kkUe(t1v7afVhe01t, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xe2E\xff\x19\xc1\xe7k'), chr(2920 - 2820) + chr(0b101100 + 0o71) + chr(3248 - 3149) + '\x6f' + chr(100) + '\145')(chr(0b1111 + 0o146) + chr(0b1110010 + 0o2) + chr(0b1100110) + chr(1135 - 1090) + '\x38'), t1v7afVhe01t)
MsbwfslwLjRO += f'=***`{S6hV9M2g7fO0(t1v7afVhe01t)}`***'
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
format_ft_def
|
def format_ft_def(func, full_name:str=None)->str:
"Format and link `func` definition to show in documentation"
sig = inspect.signature(func)
name = f'<code>{full_name or func.__name__}</code>'
fmt_params = [format_param(param) for name,param
in sig.parameters.items() if name not in ('self','cls')]
arg_str = f"({', '.join(fmt_params)})"
if sig.return_annotation and (sig.return_annotation != sig.empty): arg_str += f" → {anno_repr(sig.return_annotation)}"
if is_fastai_class(type(func)): arg_str += f" :: {link_type(type(func))}"
f_name = f"<code>class</code> {name}" if inspect.isclass(func) else name
return f'{f_name}',f'{name}{arg_str}'
|
python
|
def format_ft_def(func, full_name:str=None)->str:
"Format and link `func` definition to show in documentation"
sig = inspect.signature(func)
name = f'<code>{full_name or func.__name__}</code>'
fmt_params = [format_param(param) for name,param
in sig.parameters.items() if name not in ('self','cls')]
arg_str = f"({', '.join(fmt_params)})"
if sig.return_annotation and (sig.return_annotation != sig.empty): arg_str += f" → {anno_repr(sig.return_annotation)}"
if is_fastai_class(type(func)): arg_str += f" :: {link_type(type(func))}"
f_name = f"<code>class</code> {name}" if inspect.isclass(func) else name
return f'{f_name}',f'{name}{arg_str}'
|
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Format and link `func` definition to show in documentation
|
[
"Format",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L79-L89
|
train
|
Format and link func definition to show in documentation
|
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' + '\x6f' + chr(1816 - 1765) + chr(0b110011) + chr(235 - 180), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\066' + '\060', 0b1000), ehT0Px3KOsy9(chr(1136 - 1088) + '\x6f' + chr(51) + chr(0b110101) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b101011 + 0o6) + '\x33' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5290 - 5179) + '\x32' + '\x36' + '\066', 51762 - 51754), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10101 + 0o34) + '\x34' + chr(48), 0b1000), ehT0Px3KOsy9(chr(692 - 644) + '\x6f' + '\x35' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(8979 - 8868) + chr(0b100000 + 0o23) + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(301 - 246) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11011 + 0o26) + '\061' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(9599 - 9488) + '\x31' + chr(0b101001 + 0o7) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(48) + chr(52), 22369 - 22361), ehT0Px3KOsy9(chr(48) + chr(3327 - 3216) + chr(0b110010) + '\x32' + '\x31', 0o10), ehT0Px3KOsy9(chr(445 - 397) + chr(0b1101111) + chr(0b110010) + '\x32' + '\x31', 8), ehT0Px3KOsy9(chr(1621 - 1573) + chr(111) + chr(0b110010) + chr(616 - 568), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110000) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(6454 - 6343) + chr(49) + '\x34' + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b110010) + chr(0b11000 + 0o31), 8), ehT0Px3KOsy9('\060' + chr(8882 - 8771) + chr(50) + '\x33' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(1956 - 1845) + chr(0b1110 + 0o45) + '\x35' + chr(667 - 615), 59322 - 59314), ehT0Px3KOsy9(chr(1739 - 1691) + chr(155 - 44) + chr(0b110011) + chr(0b110010) + chr(707 - 654), 61124 - 61116), ehT0Px3KOsy9('\x30' + chr(530 - 419) + chr(2309 - 2260) + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\061' + chr(2700 - 2646) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(971 - 923) + '\x6f' + '\062' + '\x34' + chr(0b110011), 12877 - 12869), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1000 + 0o51) + chr(639 - 587) + chr(392 - 337), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1944 - 1891) + '\060', 0b1000), ehT0Px3KOsy9(chr(692 - 644) + '\157' + chr(0b10 + 0o60) + chr(0b110011) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b10001 + 0o136) + '\x36' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + '\063' + chr(1090 - 1037) + chr(0b1100 + 0o46), 19403 - 19395), ehT0Px3KOsy9('\x30' + chr(6807 - 6696) + '\x32' + chr(0b110011) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(709 - 598) + chr(0b110110) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110100) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(9229 - 9118) + '\x32' + chr(49) + chr(334 - 286), 39684 - 39676), ehT0Px3KOsy9(chr(2124 - 2076) + chr(0b1101111) + chr(1097 - 1047) + chr(0b101011 + 0o7) + chr(2311 - 2256), 11767 - 11759), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(1106 - 1051) + chr(0b100100 + 0o23), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(520 - 470) + chr(0b1000 + 0o54), 23917 - 23909), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(50) + chr(1989 - 1939) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5826 - 5715) + '\x34' + '\x36', 7857 - 7849), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(49) + '\063', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1011001 + 0o26) + '\065' + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), chr(100) + chr(0b1010110 + 0o17) + chr(99) + chr(111) + '\x64' + '\x65')(chr(0b1110101) + '\x74' + chr(0b1001101 + 0o31) + chr(0b101100 + 0o1) + chr(2390 - 2334)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def bVmDbcYgFLif(EzOtJ3kbK5x4, je7_3_Zvuq2o=None) -> M8_cKLkHVB2V:
ItX3FHHeP2IB = kzXqv8ZZwm75.signature(EzOtJ3kbK5x4)
AIvJRzLdDfgF = f'<code>{je7_3_Zvuq2o or EzOtJ3kbK5x4.Gbej4oZqKLA6}</code>'
jcCZTumyNdaj = [H65OfzsGIyw4(NOaGA2BHucaX) for (AIvJRzLdDfgF, NOaGA2BHucaX) in ItX3FHHeP2IB.parameters.NzveIZ3IlSH9() if AIvJRzLdDfgF not in (xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\xd5\x85<'), chr(100) + '\x65' + chr(490 - 391) + chr(111) + chr(0b110110 + 0o56) + '\x65')('\165' + chr(116) + '\x66' + chr(1328 - 1283) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc\xdc\x9a'), '\x64' + '\x65' + chr(0b1100011) + chr(8174 - 8063) + chr(7969 - 7869) + '\x65')(chr(0b10011 + 0o142) + '\164' + chr(102) + chr(45) + chr(0b111000)))]
GK0n7aKBZt39 = f"({chr(0b11011 + 0o21) + chr(32).join(jcCZTumyNdaj)})"
if xafqLlk3kkUe(ItX3FHHeP2IB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xd5\x9d/\xc4\x0ew{\x94&(\xb0\xf0\xe5y\xa8\x0c'), chr(0b1100100) + chr(9542 - 9441) + chr(3832 - 3733) + chr(111) + chr(1030 - 930) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(45) + chr(56))) and xafqLlk3kkUe(ItX3FHHeP2IB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xd5\x9d/\xc4\x0ew{\x94&(\xb0\xf0\xe5y\xa8\x0c'), chr(0b1100100) + chr(101) + '\x63' + '\x6f' + chr(100) + chr(0b1000 + 0o135))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(759 - 714) + '\x38')) != xafqLlk3kkUe(ItX3FHHeP2IB, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\xdd\x99.\xcf'), chr(100) + '\145' + chr(99) + chr(111) + chr(2864 - 2764) + chr(0b1100101))('\x75' + chr(0b110010 + 0o102) + '\x66' + '\055' + chr(1467 - 1411))):
GK0n7aKBZt39 += f' → {QzVmC3374YB4(ItX3FHHeP2IB.return_annotation)}'
if yeRSZGNbKqNI(wmQmyeWBmUpv(EzOtJ3kbK5x4)):
GK0n7aKBZt39 += f' :: {RyU1p01uoytZ(wmQmyeWBmUpv(EzOtJ3kbK5x4))}'
GC9Gfp1c0017 = f'<code>class</code> {AIvJRzLdDfgF}' if kzXqv8ZZwm75.isclass(EzOtJ3kbK5x4) else AIvJRzLdDfgF
return (f'{GC9Gfp1c0017}', f'{AIvJRzLdDfgF}{GK0n7aKBZt39}')
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_enum_doc
|
def get_enum_doc(elt, full_name:str)->str:
"Formatted enum documentation."
vals = ', '.join(elt.__members__.keys())
return f'{code_esc(full_name)}',f'<code>Enum</code> = [{vals}]'
|
python
|
def get_enum_doc(elt, full_name:str)->str:
"Formatted enum documentation."
vals = ', '.join(elt.__members__.keys())
return f'{code_esc(full_name)}',f'<code>Enum</code> = [{vals}]'
|
[
"def",
"get_enum_doc",
"(",
"elt",
",",
"full_name",
":",
"str",
")",
"->",
"str",
":",
"vals",
"=",
"', '",
".",
"join",
"(",
"elt",
".",
"__members__",
".",
"keys",
"(",
")",
")",
"return",
"f'{code_esc(full_name)}'",
",",
"f'<code>Enum</code> = [{vals}]'"
] |
Formatted enum documentation.
|
[
"Formatted",
"enum",
"documentation",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L91-L94
|
train
|
Formatted enum documentation.
|
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(673 - 625) + chr(111) + '\x36', 13868 - 13860), ehT0Px3KOsy9('\060' + '\157' + chr(2468 - 2414), 8), ehT0Px3KOsy9(chr(0b110000) + chr(1729 - 1618) + chr(0b10001 + 0o41) + '\067', 7130 - 7122), ehT0Px3KOsy9(chr(503 - 455) + chr(111) + chr(0b110110) + chr(928 - 879), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(2339 - 2228) + '\x32' + chr(0b100111 + 0o17) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5119 - 5008) + '\x35' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\064' + chr(51), 8), ehT0Px3KOsy9('\060' + chr(9693 - 9582) + chr(49) + chr(48) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b100000 + 0o24) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(465 - 417) + chr(111) + chr(0b110010) + '\061' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o1) + '\x37' + chr(0b110111), 33906 - 33898), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(50) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1861 - 1813) + chr(400 - 289) + chr(49) + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(11994 - 11883) + chr(0b110001) + chr(0b101000 + 0o16) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10010 + 0o37) + chr(2155 - 2107) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(53) + '\064', 4835 - 4827), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(945 - 894) + chr(0b1001 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000000 + 0o57) + chr(0b110010) + chr(51) + '\x33', 30000 - 29992), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1100 + 0o47) + chr(51) + chr(0b100001 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100101 + 0o16) + '\066' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110011) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\061' + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(9260 - 9149) + chr(0b110001) + chr(50) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(6459 - 6348) + chr(0b110011) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(1345 - 1294) + chr(0b110000) + chr(502 - 453), 0b1000), ehT0Px3KOsy9(chr(399 - 351) + chr(111) + chr(51) + chr(0b110010) + chr(1745 - 1693), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(6103 - 5992) + chr(0b110010) + chr(1185 - 1133), ord("\x08")), ehT0Px3KOsy9(chr(2134 - 2086) + '\x6f' + chr(0b110010) + chr(2662 - 2607) + chr(0b101110 + 0o7), 9432 - 9424), ehT0Px3KOsy9(chr(1102 - 1054) + chr(0b1101111) + chr(0b101101 + 0o4) + chr(0b1110 + 0o42) + chr(1320 - 1270), 41117 - 41109), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011011 + 0o24) + chr(0b110011) + chr(52) + chr(55), 55967 - 55959), ehT0Px3KOsy9(chr(2215 - 2167) + '\157' + chr(50) + '\060' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1011 + 0o144) + '\x33' + chr(49) + chr(0b110110), 1299 - 1291), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\066' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5479 - 5368) + chr(0b110001) + '\x33' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(486 - 435) + chr(0b110101) + chr(1693 - 1643), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(0b1 + 0o63), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(1855 - 1807), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'('), '\x64' + '\145' + chr(335 - 236) + chr(11753 - 11642) + '\x64' + '\x65')(chr(117) + chr(5356 - 5240) + chr(0b10 + 0o144) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def LeZn1z68U40E(tetLgK9tHwcO, je7_3_Zvuq2o) -> M8_cKLkHVB2V:
ipy0WJZo1Oft = xafqLlk3kkUe(SXOLrMavuUCe(b'*&'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(100) + chr(0b110 + 0o137))(chr(0b1110101) + chr(5569 - 5453) + '\146' + '\x2d' + chr(0b111000)).join(tetLgK9tHwcO.__members__.keys())
return (f'{cTSXe42FddkZ(je7_3_Zvuq2o)}', f'<code>Enum</code> = [{ipy0WJZo1Oft}]')
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_cls_doc
|
def get_cls_doc(elt, full_name:str)->str:
"Class definition."
parent_class = inspect.getclasstree([elt])[-1][0][1][0]
name,args = format_ft_def(elt, full_name)
if parent_class != object: args += f' :: {link_type(parent_class, include_bt=True)}'
return name,args
|
python
|
def get_cls_doc(elt, full_name:str)->str:
"Class definition."
parent_class = inspect.getclasstree([elt])[-1][0][1][0]
name,args = format_ft_def(elt, full_name)
if parent_class != object: args += f' :: {link_type(parent_class, include_bt=True)}'
return name,args
|
[
"def",
"get_cls_doc",
"(",
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",",
"full_name",
":",
"str",
")",
"->",
"str",
":",
"parent_class",
"=",
"inspect",
".",
"getclasstree",
"(",
"[",
"elt",
"]",
")",
"[",
"-",
"1",
"]",
"[",
"0",
"]",
"[",
"1",
"]",
"[",
"0",
"]",
"name",
",",
"args",
"=",
"format_ft_def",
"(",
"elt",
",",
"full_name",
")",
"if",
"parent_class",
"!=",
"object",
":",
"args",
"+=",
"f' :: {link_type(parent_class, include_bt=True)}'",
"return",
"name",
",",
"args"
] |
Class definition.
|
[
"Class",
"definition",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L96-L101
|
train
|
Class definition.
|
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' + '\x31' + chr(0b100110 + 0o14), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + '\x36' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2065 - 2016) + '\065' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(2285 - 2232) + chr(0b11011 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(119 - 71) + chr(0b110010 + 0o75) + chr(0b110010) + chr(0b110110) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110011) + chr(0b101100 + 0o10) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(2407 - 2296) + chr(49) + '\x35' + chr(2631 - 2579), 45668 - 45660), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(1324 - 1273) + chr(933 - 884), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\x32', 37214 - 37206), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\061' + '\x37', 3967 - 3959), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(52) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(53 - 5) + '\x6f' + chr(0b110011) + chr(50) + chr(1533 - 1478), 42709 - 42701), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\x37' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b11000 + 0o37) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(693 - 641) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2063 - 2010) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(190 - 142) + chr(111) + chr(1427 - 1378) + chr(0b110100) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(472 - 424) + '\157' + chr(0b110011) + chr(0b110101) + '\x30', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(1888 - 1838) + chr(58 - 10) + chr(2768 - 2713), 0o10), ehT0Px3KOsy9(chr(1593 - 1545) + '\157' + '\062' + chr(0b101110 + 0o5) + chr(48), 5556 - 5548), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + '\x37' + '\067', 26065 - 26057), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + chr(0b110011) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1000101 + 0o52) + chr(49) + chr(1151 - 1103) + chr(1641 - 1591), 0b1000), ehT0Px3KOsy9(chr(2123 - 2075) + '\x6f' + chr(49) + '\065' + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1582 - 1532) + chr(516 - 466) + chr(0b110100 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(587 - 539) + chr(3447 - 3336) + chr(0b11000 + 0o31) + chr(0b110100) + chr(909 - 860), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + '\061' + '\063' + chr(1914 - 1863), 0o10), ehT0Px3KOsy9(chr(50 - 2) + chr(0b1010110 + 0o31) + '\062' + '\x35' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1459 - 1411) + '\157' + '\x33' + chr(49) + chr(2684 - 2632), 27873 - 27865), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(0b110001), 13222 - 13214), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(1127 - 1075), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(2693 - 2582) + '\063' + chr(384 - 333) + chr(1909 - 1860), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10 + 0o61) + '\x35' + chr(54), 59015 - 59007), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(5204 - 5093) + chr(1632 - 1581) + chr(1471 - 1417) + chr(0b10101 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110111) + chr(0b11010 + 0o26), 29040 - 29032), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(7389 - 7278) + chr(49) + '\x35' + chr(1878 - 1825), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + chr(2016 - 1965) + '\x33' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b110011) + '\x36' + chr(0b101011 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3112 - 3001) + chr(0b110001) + chr(0b110101) + chr(0b110011), 18052 - 18044)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(2054 - 2006), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'd'), chr(0b101100 + 0o70) + chr(0b1011110 + 0o7) + '\x63' + '\157' + chr(8794 - 8694) + chr(1983 - 1882))(chr(117) + chr(116) + chr(4227 - 4125) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def a67ZKgXsAzE8(tetLgK9tHwcO, je7_3_Zvuq2o) -> M8_cKLkHVB2V:
ifIgygxp4GoC = kzXqv8ZZwm75.getclasstree([tetLgK9tHwcO])[-ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31', 8)][ehT0Px3KOsy9('\060' + chr(11586 - 11475) + '\x30', 0b1000)][ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(330 - 219) + chr(1831 - 1782), 8)][ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000), 8)]
(AIvJRzLdDfgF, kJDRfRhcZHjS) = bVmDbcYgFLif(tetLgK9tHwcO, je7_3_Zvuq2o)
if ifIgygxp4GoC != sR_24x3xd4bh:
kJDRfRhcZHjS += f' :: {RyU1p01uoytZ(ifIgygxp4GoC, include_bt=True)}'
return (AIvJRzLdDfgF, kJDRfRhcZHjS)
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
show_doc
|
def show_doc(elt, doc_string:bool=True, full_name:str=None, arg_comments:dict=None, title_level=None, alt_doc_string:str='',
ignore_warn:bool=False, markdown=True, show_tests=True):
"Show documentation for element `elt`. Supported types: class, Callable, and enum."
arg_comments = ifnone(arg_comments, {})
anchor_id = get_anchor(elt)
elt = getattr(elt, '__func__', elt)
full_name = full_name or fn_name(elt)
if inspect.isclass(elt):
if is_enum(elt.__class__): name,args = get_enum_doc(elt, full_name)
else: name,args = get_cls_doc(elt, full_name)
elif isinstance(elt, Callable): name,args = format_ft_def(elt, full_name)
else: raise Exception(f'doc definition not supported for {full_name}')
source_link = get_function_source(elt) if is_fastai_class(elt) else ""
test_link, test_modal = get_pytest_html(elt, anchor_id=anchor_id) if show_tests else ('', '')
title_level = ifnone(title_level, 2 if inspect.isclass(elt) else 4)
doc = f'<h{title_level} id="{anchor_id}" class="doc_header">{name}{source_link}{test_link}</h{title_level}>'
doc += f'\n\n> {args}\n\n'
doc += f'{test_modal}'
if doc_string and (inspect.getdoc(elt) or arg_comments):
doc += format_docstring(elt, arg_comments, alt_doc_string, ignore_warn) + ' '
if markdown: display(Markdown(doc))
else: return doc
|
python
|
def show_doc(elt, doc_string:bool=True, full_name:str=None, arg_comments:dict=None, title_level=None, alt_doc_string:str='',
ignore_warn:bool=False, markdown=True, show_tests=True):
"Show documentation for element `elt`. Supported types: class, Callable, and enum."
arg_comments = ifnone(arg_comments, {})
anchor_id = get_anchor(elt)
elt = getattr(elt, '__func__', elt)
full_name = full_name or fn_name(elt)
if inspect.isclass(elt):
if is_enum(elt.__class__): name,args = get_enum_doc(elt, full_name)
else: name,args = get_cls_doc(elt, full_name)
elif isinstance(elt, Callable): name,args = format_ft_def(elt, full_name)
else: raise Exception(f'doc definition not supported for {full_name}')
source_link = get_function_source(elt) if is_fastai_class(elt) else ""
test_link, test_modal = get_pytest_html(elt, anchor_id=anchor_id) if show_tests else ('', '')
title_level = ifnone(title_level, 2 if inspect.isclass(elt) else 4)
doc = f'<h{title_level} id="{anchor_id}" class="doc_header">{name}{source_link}{test_link}</h{title_level}>'
doc += f'\n\n> {args}\n\n'
doc += f'{test_modal}'
if doc_string and (inspect.getdoc(elt) or arg_comments):
doc += format_docstring(elt, arg_comments, alt_doc_string, ignore_warn) + ' '
if markdown: display(Markdown(doc))
else: return doc
|
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] |
Show documentation for element `elt`. Supported types: class, Callable, and enum.
|
[
"Show",
"documentation",
"for",
"element",
"elt",
".",
"Supported",
"types",
":",
"class",
"Callable",
"and",
"enum",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L103-L124
|
train
|
Show documentation for element elt. Supported types class Callable and enum.
|
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(221 - 173) + chr(111) + '\x33' + chr(0b10001 + 0o46) + chr(2363 - 2314), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12270 - 12159) + '\062' + '\x34' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + '\063' + chr(49) + '\x32', 4902 - 4894), ehT0Px3KOsy9('\x30' + chr(10546 - 10435) + chr(330 - 280) + chr(0b110001) + chr(50), 53190 - 53182), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(2063 - 2011) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(51) + chr(2874 - 2820) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100001 + 0o21) + '\060' + chr(1075 - 1024), 6769 - 6761), ehT0Px3KOsy9(chr(48) + chr(6059 - 5948) + chr(50) + chr(0b100100 + 0o17) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(2870 - 2759) + chr(0b10100 + 0o36) + chr(69 - 20) + chr(50), 8), ehT0Px3KOsy9(chr(722 - 674) + chr(6930 - 6819) + '\x31' + '\062' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\061' + chr(845 - 795) + chr(0b100110 + 0o12), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110110) + chr(0b101111 + 0o2), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(74 - 20) + chr(1218 - 1169), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(862 - 813) + chr(1102 - 1053) + '\x30', 27594 - 27586), ehT0Px3KOsy9('\060' + '\157' + chr(1163 - 1112) + chr(192 - 144) + chr(0b1100 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(277 - 223) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(1751 - 1701) + chr(0b101000 + 0o10) + '\x32', 24189 - 24181), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(1861 - 1812) + chr(1862 - 1810) + '\x34', 0o10), ehT0Px3KOsy9(chr(885 - 837) + chr(111) + chr(347 - 298) + '\x35' + '\063', 4277 - 4269), ehT0Px3KOsy9(chr(1041 - 993) + '\x6f' + '\x33' + chr(0b101111 + 0o7) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\064' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2637 - 2526) + '\x31' + chr(0b110111) + chr(0b101 + 0o60), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1724 - 1675) + chr(49) + chr(0b11010 + 0o27), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10010 + 0o40) + chr(0b1 + 0o66) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(174 - 126) + '\x6f' + '\062' + chr(0b1111 + 0o41) + chr(2017 - 1962), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(349 - 299) + chr(73 - 20) + '\x35', 6735 - 6727), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10000 + 0o41) + '\066' + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + '\x31' + '\x32' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001101 + 0o42) + chr(50) + chr(0b10011 + 0o37) + chr(691 - 639), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1692 - 1643) + chr(0b10100 + 0o41) + chr(0b101000 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7990 - 7879) + '\x35' + chr(0b100111 + 0o13), 0b1000), ehT0Px3KOsy9(chr(782 - 734) + chr(111) + '\062' + chr(55) + chr(0b1110 + 0o47), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101 + 0o1) + chr(1506 - 1453), 945 - 937), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b110000 + 0o77) + chr(50) + chr(0b100010 + 0o16) + chr(1727 - 1673), 0b1000), ehT0Px3KOsy9(chr(198 - 150) + chr(10974 - 10863) + chr(739 - 685) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(745 - 691) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b11100 + 0o26) + chr(52) + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(4914 - 4803) + chr(0b110101) + '\x30', 27606 - 27598)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7'), '\144' + '\x65' + chr(0b1100011) + chr(0b1101101 + 0o2) + chr(0b1010111 + 0o15) + '\145')('\x75' + chr(0b111011 + 0o71) + '\x66' + '\x2d' + chr(0b110110 + 0o2)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oMTZehR4Uv5f(tetLgK9tHwcO, fXIsleWcuc4e=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o54), 0b1000), je7_3_Zvuq2o=None, DW_9GBvl1FU6=None, tlAp9z6vm3Kf=None, rFqcFgAimf3m=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1001 + 0o133) + chr(101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1111 + 0o126))('\165' + '\x74' + chr(4338 - 4236) + '\x2d' + chr(56)), XSyoMsoZz_dM=ehT0Px3KOsy9(chr(221 - 173) + '\x6f' + '\x30', 0o10), eUzjnxL9xEQH=ehT0Px3KOsy9('\x30' + chr(0b1011100 + 0o23) + chr(0b11001 + 0o30), 8), bFfEW1P_4SlI=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49), 8)):
DW_9GBvl1FU6 = LZcHOm_c0BYj(DW_9GBvl1FU6, {})
hNMzMvFs8urT = nYwmlFTd4Vu_(tetLgK9tHwcO)
tetLgK9tHwcO = xafqLlk3kkUe(tetLgK9tHwcO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\xffd\xbf\xe4\x06\xae\xdc'), '\x64' + '\x65' + chr(2376 - 2277) + chr(111) + chr(100) + chr(101))(chr(4775 - 4658) + chr(116) + '\x66' + chr(1966 - 1921) + chr(56)), tetLgK9tHwcO)
je7_3_Zvuq2o = je7_3_Zvuq2o or IhN1Csmp_CpP(tetLgK9tHwcO)
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xd3a\xa6\xeb\x16\x82'), '\x64' + '\145' + chr(0b1001110 + 0o25) + chr(0b100101 + 0o112) + '\144' + chr(0b110111 + 0o56))(chr(6204 - 6087) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(1424 - 1368)))(tetLgK9tHwcO):
if rzUvKL1aQMFK(xafqLlk3kkUe(tetLgK9tHwcO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\xd92\xba\xce\x0c\x85\xb3\xc7\xcdc\x93'), chr(0b1000100 + 0o40) + chr(0b100111 + 0o76) + chr(6648 - 6549) + '\157' + chr(0b1100100) + chr(222 - 121))(chr(2218 - 2101) + chr(0b111010 + 0o72) + '\x66' + chr(1761 - 1716) + chr(3082 - 3026)))):
(AIvJRzLdDfgF, kJDRfRhcZHjS) = LeZn1z68U40E(tetLgK9tHwcO, je7_3_Zvuq2o)
else:
(AIvJRzLdDfgF, kJDRfRhcZHjS) = a67ZKgXsAzE8(tetLgK9tHwcO, je7_3_Zvuq2o)
elif PlSM16l2KDPD(tetLgK9tHwcO, TPYMKCdTAycN):
(AIvJRzLdDfgF, kJDRfRhcZHjS) = bVmDbcYgFLif(tetLgK9tHwcO, je7_3_Zvuq2o)
else:
raise jLmadlzMdunT(f'doc definition not supported for {je7_3_Zvuq2o}')
_7clJqBJpyH1 = nkJbZF1gHuZm(tetLgK9tHwcO) if yeRSZGNbKqNI(tetLgK9tHwcO) else xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(5666 - 5566) + chr(101) + chr(9340 - 9241) + chr(0b111101 + 0o62) + chr(100) + '\x65')(chr(0b1110010 + 0o3) + '\164' + chr(0b1110 + 0o130) + chr(0b100110 + 0o7) + '\070')
(nV95do2R0vE4, tHzaMyuAcVwL) = FvWCdx5pQttY(tetLgK9tHwcO, anchor_id=hNMzMvFs8urT) if bFfEW1P_4SlI else (xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1001 + 0o133) + chr(0b10011 + 0o122) + chr(0b1100011) + chr(0b1000110 + 0o51) + chr(100) + '\x65')('\165' + '\x74' + chr(102) + chr(0b1000 + 0o45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(101) + chr(7726 - 7627) + '\x6f' + '\144' + chr(0b1100101))(chr(4309 - 4192) + chr(0b1110100) + chr(0b1100110) + chr(0b100100 + 0o11) + '\x38'))
tlAp9z6vm3Kf = LZcHOm_c0BYj(tlAp9z6vm3Kf, ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010), 8) if kzXqv8ZZwm75.isclass(tetLgK9tHwcO) else ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + '\064', ord("\x08")))
JCpEgna6NeKD = f'<h{tlAp9z6vm3Kf} id="{hNMzMvFs8urT}" class="doc_header">{AIvJRzLdDfgF}{_7clJqBJpyH1}{nV95do2R0vE4}</h{tlAp9z6vm3Kf}>'
JCpEgna6NeKD += f'\n\n> {kJDRfRhcZHjS}\n\n'
JCpEgna6NeKD += f'{tHzaMyuAcVwL}'
if fXIsleWcuc4e and (xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\xc5v\xae\xe5\x06'), chr(100) + chr(101) + chr(0b1011 + 0o130) + chr(2346 - 2235) + chr(0b1100100) + chr(0b1001001 + 0o34))(chr(0b1110101) + chr(0b100001 + 0o123) + chr(102) + chr(0b101101) + chr(1485 - 1429)))(tetLgK9tHwcO) or DW_9GBvl1FU6):
JCpEgna6NeKD += K3yzJYhHpN_t(tetLgK9tHwcO, DW_9GBvl1FU6, rFqcFgAimf3m, XSyoMsoZz_dM) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), chr(100) + chr(0b1011001 + 0o14) + chr(0b1100011) + chr(111) + '\x64' + '\x65')(chr(2236 - 2119) + chr(116) + chr(9087 - 8985) + chr(0b101011 + 0o2) + chr(0b111000))
if eUzjnxL9xEQH:
RHkuqVmnahXJ(YV74Y229gOKZ(JCpEgna6NeKD))
else:
return JCpEgna6NeKD
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
doc
|
def doc(elt):
"Show `show_doc` info in preview window along with link to full docs."
global use_relative_links
use_relative_links = False
elt = getattr(elt, '__func__', elt)
md = show_doc(elt, markdown=False)
if is_fastai_class(elt):
md += f'\n\n<a href="{get_fn_link(elt)}" target="_blank" rel="noreferrer noopener">Show in docs</a>'
output = HTMLExporter().markdown2html(md)
use_relative_links = True
if IS_IN_COLAB: get_ipython().run_cell_magic(u'html', u'', output)
else:
try: page.page({'text/html': output})
except: display(Markdown(md))
|
python
|
def doc(elt):
"Show `show_doc` info in preview window along with link to full docs."
global use_relative_links
use_relative_links = False
elt = getattr(elt, '__func__', elt)
md = show_doc(elt, markdown=False)
if is_fastai_class(elt):
md += f'\n\n<a href="{get_fn_link(elt)}" target="_blank" rel="noreferrer noopener">Show in docs</a>'
output = HTMLExporter().markdown2html(md)
use_relative_links = True
if IS_IN_COLAB: get_ipython().run_cell_magic(u'html', u'', output)
else:
try: page.page({'text/html': output})
except: display(Markdown(md))
|
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] |
Show `show_doc` info in preview window along with link to full docs.
|
[
"Show",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L126-L139
|
train
|
Show show_doc info in preview window along with link to full docs.
|
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(0b11 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(1487 - 1439) + chr(0b1010101 + 0o32) + chr(0b10110 + 0o33) + chr(1890 - 1842) + chr(0b110000), 16032 - 16024), ehT0Px3KOsy9(chr(0b110000) + chr(5451 - 5340) + chr(50) + chr(2756 - 2702) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1472 - 1421) + chr(0b110000) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3797 - 3686) + '\x32' + '\x37' + '\061', 27330 - 27322), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b1 + 0o61) + chr(2314 - 2264) + chr(1912 - 1862), 27242 - 27234), ehT0Px3KOsy9(chr(1007 - 959) + '\157' + chr(0b10000 + 0o46) + chr(53), 0b1000), ehT0Px3KOsy9(chr(383 - 335) + chr(111) + chr(123 - 71), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + chr(2329 - 2278), 42718 - 42710), ehT0Px3KOsy9('\060' + '\x6f' + chr(81 - 32) + chr(173 - 121) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\x31' + '\062' + chr(748 - 699), ord("\x08")), ehT0Px3KOsy9(chr(1864 - 1816) + chr(0b1101111) + '\x32' + chr(432 - 377) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110000 + 0o2) + '\x30' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1846 - 1798) + chr(0b1001011 + 0o44) + chr(0b110011) + chr(0b100100 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5540 - 5429) + chr(0b11100 + 0o30) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(0b101010 + 0o11) + '\063' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(990 - 879) + chr(503 - 454) + chr(1933 - 1879) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1818 - 1769) + chr(0b100111 + 0o17) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(52) + chr(1196 - 1146), 15953 - 15945), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b101111 + 0o4) + '\061', 0o10), ehT0Px3KOsy9(chr(1044 - 996) + chr(111) + chr(50) + '\x33' + chr(0b110011), 52325 - 52317), ehT0Px3KOsy9(chr(1855 - 1807) + chr(0b10101 + 0o132) + chr(49) + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(0b110101) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x30' + '\x34', 0b1000), ehT0Px3KOsy9(chr(1611 - 1563) + '\x6f' + chr(1865 - 1814), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b10110 + 0o35) + chr(0b10010 + 0o41), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b111 + 0o57) + chr(54), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x36' + chr(1454 - 1399), 55100 - 55092), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(2135 - 2084) + chr(555 - 504), 0o10), ehT0Px3KOsy9('\060' + chr(8085 - 7974) + chr(619 - 570) + chr(1387 - 1339) + chr(372 - 319), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11101 + 0o25) + chr(0b101110 + 0o11) + chr(0b100101 + 0o22), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(1237 - 1126) + chr(51) + chr(55) + chr(0b11111 + 0o24), 6072 - 6064), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(1172 - 1122) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + chr(49) + '\064' + chr(50), 44545 - 44537), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(53) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + '\x31' + chr(0b110011) + chr(0b10101 + 0o40), 0b1000), ehT0Px3KOsy9('\060' + chr(4556 - 4445) + chr(0b110111) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110101) + chr(2002 - 1953), 62159 - 62151), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2485 - 2434) + chr(52) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + chr(0b110010) + chr(0b100 + 0o62) + chr(1459 - 1407), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2159 - 2111) + chr(111) + '\x35' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b','), chr(0b1001111 + 0o25) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(13422 - 13305) + '\164' + chr(0b110011 + 0o63) + chr(0b101101) + chr(0b111000 + 0o0)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def JCpEgna6NeKD(tetLgK9tHwcO):
global aXmRPlszkinj
aXmRPlszkinj = ehT0Px3KOsy9(chr(1356 - 1308) + chr(0b1101111) + chr(48), 50035 - 50027)
tetLgK9tHwcO = xafqLlk3kkUe(tetLgK9tHwcO, xafqLlk3kkUe(SXOLrMavuUCe(b']\x1f\xd0\xb0\xd7\xf1j['), chr(100) + '\145' + chr(5755 - 5656) + chr(111) + chr(0b1110 + 0o126) + chr(2452 - 2351))(chr(117) + '\x74' + chr(0b1010 + 0o134) + chr(0b1011 + 0o42) + '\x38'), tetLgK9tHwcO)
UDCT6s2g0kvY = oMTZehR4Uv5f(tetLgK9tHwcO, markdown=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110000), 8))
if yeRSZGNbKqNI(tetLgK9tHwcO):
UDCT6s2g0kvY += f'\n\n<a href="{wDE2xI2BQS0K(tetLgK9tHwcO)}" target="_blank" rel="noreferrer noopener">Show in docs</a>'
e1jVqMSBZ01Y = jLk5hzgwnRYf().markdown2html(UDCT6s2g0kvY)
aXmRPlszkinj = ehT0Px3KOsy9(chr(48) + '\157' + '\x31', ord("\x08"))
if IbnaOkaF3bvl:
xafqLlk3kkUe(OPDYBgmbqzSc(), xafqLlk3kkUe(SXOLrMavuUCe(b'p5\xd8\x9a\xda\xf7Yht\x0e0\xd8\xebz'), chr(7451 - 7351) + '\145' + chr(0b11000 + 0o113) + chr(0b11 + 0o154) + '\x64' + chr(0b1011 + 0o132))('\165' + chr(5659 - 5543) + '\x66' + '\055' + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'j4\xdb\xa9'), chr(0b1000100 + 0o40) + chr(0b111001 + 0o54) + chr(0b111 + 0o134) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(0b100101 + 0o101) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(2751 - 2650))(chr(0b10001 + 0o144) + '\164' + chr(10248 - 10146) + chr(0b101100 + 0o1) + chr(56)), e1jVqMSBZ01Y)
else:
try:
xafqLlk3kkUe(Voe3WRW7deL_, xafqLlk3kkUe(SXOLrMavuUCe(b'r!\xd1\xa0'), chr(0b1100100) + '\x65' + chr(1249 - 1150) + chr(111) + chr(0b100 + 0o140) + chr(101))(chr(0b1000100 + 0o61) + '\164' + chr(0b11111 + 0o107) + '\x2d' + chr(0b111000)))({xafqLlk3kkUe(SXOLrMavuUCe(b'v%\xce\xb1\x96\xfaAiG'), '\x64' + '\145' + '\x63' + '\x6f' + chr(0b11111 + 0o105) + '\x65')(chr(0b1001011 + 0o52) + '\164' + chr(0b1100110) + '\055' + chr(1533 - 1477)): e1jVqMSBZ01Y})
except ZVWAAMjVVHHl:
RHkuqVmnahXJ(YV74Y229gOKZ(UDCT6s2g0kvY))
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
format_docstring
|
def format_docstring(elt, arg_comments:dict={}, alt_doc_string:str='', ignore_warn:bool=False)->str:
"Merge and format the docstring definition with `arg_comments` and `alt_doc_string`."
parsed = ""
doc = parse_docstring(inspect.getdoc(elt))
description = alt_doc_string or f"{doc['short_description']} {doc['long_description']}"
if description: parsed += f'\n\n{link_docstring(inspect.getmodule(elt), description)}'
resolved_comments = {**doc.get('comments', {}), **arg_comments} # arg_comments takes priority
args = inspect.getfullargspec(elt).args if not is_enum(elt.__class__) else elt.__members__.keys()
if resolved_comments: parsed += '\n'
for a in resolved_comments:
parsed += f'\n- *{a}*: {resolved_comments[a]}'
if a not in args and not ignore_warn: warn(f'Doc arg mismatch: {a}')
return_comment = arg_comments.get('return') or doc.get('return')
if return_comment: parsed += f'\n\n*return*: {return_comment}'
return parsed
|
python
|
def format_docstring(elt, arg_comments:dict={}, alt_doc_string:str='', ignore_warn:bool=False)->str:
"Merge and format the docstring definition with `arg_comments` and `alt_doc_string`."
parsed = ""
doc = parse_docstring(inspect.getdoc(elt))
description = alt_doc_string or f"{doc['short_description']} {doc['long_description']}"
if description: parsed += f'\n\n{link_docstring(inspect.getmodule(elt), description)}'
resolved_comments = {**doc.get('comments', {}), **arg_comments} # arg_comments takes priority
args = inspect.getfullargspec(elt).args if not is_enum(elt.__class__) else elt.__members__.keys()
if resolved_comments: parsed += '\n'
for a in resolved_comments:
parsed += f'\n- *{a}*: {resolved_comments[a]}'
if a not in args and not ignore_warn: warn(f'Doc arg mismatch: {a}')
return_comment = arg_comments.get('return') or doc.get('return')
if return_comment: parsed += f'\n\n*return*: {return_comment}'
return parsed
|
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] |
Merge and format the docstring definition with `arg_comments` and `alt_doc_string`.
|
[
"Merge",
"and",
"format",
"the",
"docstring",
"definition",
"with",
"arg_comments",
"and",
"alt_doc_string",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L141-L157
|
train
|
Merge and format the docstring definition with arg_comments and alt_doc_string.
|
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(0b100100 + 0o15) + '\060' + chr(294 - 243), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(49) + chr(2416 - 2364), ord("\x08")), ehT0Px3KOsy9(chr(177 - 129) + chr(0b1000011 + 0o54) + '\x31' + chr(0b1100 + 0o52) + chr(0b100101 + 0o17), 22837 - 22829), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x31' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\064' + '\x37', 55253 - 55245), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(1497 - 1442), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x35' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b100101 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\x33' + chr(0b11001 + 0o36) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(785 - 737) + chr(0b1011010 + 0o25) + '\061' + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(774 - 722) + chr(0b1101 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(2614 - 2503) + '\x32' + chr(0b110000) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\x37' + chr(0b110110), 44845 - 44837), ehT0Px3KOsy9(chr(1483 - 1435) + '\x6f' + chr(1444 - 1394) + chr(2845 - 2790) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(49) + '\x34' + chr(1114 - 1060), 34853 - 34845), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + chr(49) + chr(53) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\061' + '\060' + chr(55), 51712 - 51704), ehT0Px3KOsy9('\060' + chr(1865 - 1754) + chr(1000 - 949) + chr(1863 - 1814) + chr(0b11011 + 0o32), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + '\x32' + chr(623 - 571) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(113 - 2) + chr(50) + chr(697 - 649) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(6523 - 6412) + '\062' + '\x34' + chr(0b101010 + 0o15), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\065' + '\x33', 27061 - 27053), ehT0Px3KOsy9(chr(48) + '\157' + chr(359 - 310) + '\x30' + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + chr(11146 - 11035) + '\062' + '\x36' + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x36' + '\062', 8), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(0b110011) + '\x30' + '\x33', 41245 - 41237), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(50) + '\x33', 0o10), ehT0Px3KOsy9(chr(1952 - 1904) + chr(0b1101111) + '\x31' + '\x32' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\063' + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(0b11111 + 0o23) + chr(55) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1427 - 1316) + '\x32' + '\x37' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b110 + 0o60) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\062' + chr(67 - 13), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(1081 - 1032), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(52) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\x35' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\060' + chr(0b110111), 18021 - 18013), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10010 + 0o41) + chr(0b110101) + chr(0b10001 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1101 + 0o45) + chr(48) + '\063', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(53) + '\x30', 44400 - 44392)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'm'), chr(0b110111 + 0o55) + chr(0b1100101) + chr(6636 - 6537) + '\x6f' + chr(0b11011 + 0o111) + chr(0b1100101))(chr(12846 - 12729) + '\164' + chr(0b1100110) + chr(0b100000 + 0o15) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def K3yzJYhHpN_t(tetLgK9tHwcO, DW_9GBvl1FU6={}, rFqcFgAimf3m=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b111110 + 0o46) + chr(8453 - 8352) + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1011010 + 0o14) + chr(45) + chr(0b111000)), XSyoMsoZz_dM=ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + chr(48), 0b1000)) -> M8_cKLkHVB2V:
QIe124s5EFAg = xafqLlk3kkUe(SXOLrMavuUCe(b''), '\144' + chr(101) + chr(0b1100011) + chr(3126 - 3015) + chr(0b1001010 + 0o32) + chr(0b100111 + 0o76))(chr(117) + '\164' + chr(0b1100110) + chr(0b101101) + chr(892 - 836))
JCpEgna6NeKD = X6PlFTsPTG2L(kzXqv8ZZwm75.getdoc(tetLgK9tHwcO))
SrRj406orjyz = rFqcFgAimf3m or f"{JCpEgna6NeKD[chr(0b1110011) + chr(9189 - 9085) + chr(0b1101111) + chr(0b11111 + 0o123) + chr(0b1110100) + chr(0b11101 + 0o102) + chr(100) + chr(0b101001 + 0o74) + chr(115) + chr(0b1011100 + 0o7) + chr(0b1110010) + chr(8589 - 8484) + chr(0b1110000) + chr(116) + chr(0b11000 + 0o121) + chr(0b1101111) + chr(0b101010 + 0o104)]} {JCpEgna6NeKD[chr(0b1101100) + chr(111) + chr(110) + chr(1920 - 1817) + chr(0b111111 + 0o40) + chr(0b1100100) + chr(7034 - 6933) + chr(0b1110011) + chr(99) + chr(0b1110010) + chr(6658 - 6553) + chr(6829 - 6717) + chr(6504 - 6388) + chr(0b1101001) + chr(9796 - 9685) + chr(0b1000111 + 0o47)]}"
if SrRj406orjyz:
QIe124s5EFAg += f'\n\n{El5Z8NUboxQ9(kzXqv8ZZwm75.getmodule(tetLgK9tHwcO), SrRj406orjyz)}'
gYCioww0aAJo = {**JCpEgna6NeKD.get(xafqLlk3kkUe(SXOLrMavuUCe(b' #\x19\xa1\xc2a\x18o'), chr(100) + '\145' + chr(8937 - 8838) + chr(0b1101110 + 0o1) + chr(100) + chr(101))(chr(0b11111 + 0o126) + chr(0b1110100) + '\x66' + chr(45) + chr(56)), {}), **DW_9GBvl1FU6}
kJDRfRhcZHjS = kzXqv8ZZwm75.getfullargspec(tetLgK9tHwcO).kJDRfRhcZHjS if not rzUvKL1aQMFK(tetLgK9tHwcO.Cy0pDit0ZG3R) else tetLgK9tHwcO.__members__.keys()
if gYCioww0aAJo:
QIe124s5EFAg += xafqLlk3kkUe(SXOLrMavuUCe(b'I'), chr(0b1100100) + '\145' + chr(7178 - 7079) + chr(3172 - 3061) + chr(100) + '\x65')('\165' + '\x74' + '\x66' + chr(45) + chr(56))
for XPh1qbAgrPgG in gYCioww0aAJo:
QIe124s5EFAg += f'\n- *{XPh1qbAgrPgG}*: {gYCioww0aAJo[XPh1qbAgrPgG]}'
if XPh1qbAgrPgG not in kJDRfRhcZHjS and (not XSyoMsoZz_dM):
nDEnNBabFNKm(f'Doc arg mismatch: {XPh1qbAgrPgG}')
q4zbBM5XQeJS = DW_9GBvl1FU6.get(xafqLlk3kkUe(SXOLrMavuUCe(b'1)\x00\xb9\xd5a'), chr(0b1100011 + 0o1) + chr(0b1100101) + chr(9632 - 9533) + '\157' + '\144' + chr(0b1011110 + 0o7))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(56))) or JCpEgna6NeKD.get(xafqLlk3kkUe(SXOLrMavuUCe(b'1)\x00\xb9\xd5a'), '\x64' + chr(0b1100101) + '\143' + '\157' + chr(0b1100001 + 0o3) + chr(6493 - 6392))(chr(117) + chr(116) + chr(0b1010000 + 0o26) + '\x2d' + chr(0b101000 + 0o20)))
if q4zbBM5XQeJS:
QIe124s5EFAg += f'\n\n*return*: {q4zbBM5XQeJS}'
return QIe124s5EFAg
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
link_docstring
|
def link_docstring(modules, docstring:str, overwrite:bool=False)->str:
"Search `docstring` for backticks and attempt to link those functions to respective documentation."
mods = listify(modules)
for mod in mods: _modvars.update(mod.__dict__) # concat all module definitions
return re.sub(BT_REGEX, replace_link, docstring)
|
python
|
def link_docstring(modules, docstring:str, overwrite:bool=False)->str:
"Search `docstring` for backticks and attempt to link those functions to respective documentation."
mods = listify(modules)
for mod in mods: _modvars.update(mod.__dict__) # concat all module definitions
return re.sub(BT_REGEX, replace_link, docstring)
|
[
"def",
"link_docstring",
"(",
"modules",
",",
"docstring",
":",
"str",
",",
"overwrite",
":",
"bool",
"=",
"False",
")",
"->",
"str",
":",
"mods",
"=",
"listify",
"(",
"modules",
")",
"for",
"mod",
"in",
"mods",
":",
"_modvars",
".",
"update",
"(",
"mod",
".",
"__dict__",
")",
"# concat all module definitions",
"return",
"re",
".",
"sub",
"(",
"BT_REGEX",
",",
"replace_link",
",",
"docstring",
")"
] |
Search `docstring` for backticks and attempt to link those functions to respective documentation.
|
[
"Search",
"docstring",
"for",
"backticks",
"and",
"attempt",
"to",
"link",
"those",
"functions",
"to",
"respective",
"documentation",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L169-L173
|
train
|
Search docstring for backticks and attempt to link those functions to respective documentation.
|
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(155 - 107) + '\x6f' + '\x33' + chr(48) + chr(0b11010 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b10011 + 0o44), 57290 - 57282), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(2393 - 2342) + '\x35' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x36' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x35' + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(1879 - 1824) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(74 - 20) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(4758 - 4647) + '\x31' + '\x37' + chr(0b100 + 0o55), 0o10), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + chr(0b1011 + 0o47) + chr(0b100111 + 0o13) + '\x34', 0o10), ehT0Px3KOsy9(chr(324 - 276) + '\157' + '\063' + chr(0b110011) + chr(0b110000), 28296 - 28288), ehT0Px3KOsy9(chr(1779 - 1731) + chr(3429 - 3318) + chr(0b110001) + '\x35' + '\066', 46988 - 46980), ehT0Px3KOsy9(chr(48) + chr(3956 - 3845) + '\x32' + chr(896 - 841) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5944 - 5833) + '\x31' + '\x34' + chr(898 - 847), 62889 - 62881), ehT0Px3KOsy9(chr(930 - 882) + chr(111) + chr(50) + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(648 - 598) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(1381 - 1270) + chr(1122 - 1072) + chr(0b110001) + chr(53), 0b1000), ehT0Px3KOsy9(chr(449 - 401) + chr(9682 - 9571) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(7794 - 7683) + chr(0b100000 + 0o22) + '\063' + chr(0b11001 + 0o33), 27749 - 27741), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(286 - 231), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + '\060', 32170 - 32162), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000100 + 0o53) + '\x33' + chr(0b1001 + 0o52) + chr(0b1010 + 0o55), 63794 - 63786), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100100 + 0o15) + '\x32', 6322 - 6314), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o26) + chr(0b10 + 0o65), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + chr(0b100101 + 0o16) + chr(1825 - 1774) + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101000 + 0o11) + chr(0b11 + 0o57) + chr(512 - 464), 23939 - 23931), ehT0Px3KOsy9(chr(48) + chr(1511 - 1400) + chr(0b11111 + 0o26) + '\x31', 13232 - 13224), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + chr(0b110 + 0o55) + '\062' + chr(380 - 325), 22168 - 22160), ehT0Px3KOsy9(chr(503 - 455) + '\157' + chr(1897 - 1844) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b11100 + 0o123) + chr(0b11110 + 0o23) + chr(0b110010 + 0o0) + '\x30', 8), ehT0Px3KOsy9(chr(2123 - 2075) + chr(111) + chr(2143 - 2093) + '\x35' + chr(0b101111 + 0o4), 50410 - 50402), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b101010 + 0o7) + chr(1555 - 1505), 0b1000), ehT0Px3KOsy9(chr(1718 - 1670) + chr(1726 - 1615) + chr(0b110010) + '\065' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + '\x31' + '\x30' + chr(377 - 325), 0o10), ehT0Px3KOsy9('\x30' + chr(9124 - 9013) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\061' + chr(48) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(11041 - 10930) + '\x37' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(775 - 726) + chr(0b1101 + 0o44) + chr(1500 - 1452), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\064' + chr(0b11 + 0o64), 44660 - 44652)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(254 - 201) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), chr(4151 - 4051) + chr(101) + chr(0b1011111 + 0o4) + chr(111) + chr(0b1111 + 0o125) + chr(101))('\165' + chr(116) + chr(102) + chr(0b101101) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def El5Z8NUboxQ9(Dm5UcjkJnFvy, nVYJv7AZy3Rn, owudp2xlhy9V=ehT0Px3KOsy9('\x30' + '\157' + chr(553 - 505), 33769 - 33761)) -> M8_cKLkHVB2V:
SkdCawTvuLNj = XFSR0qhtb0bq(Dm5UcjkJnFvy)
for JHJR37KvkQhF in SkdCawTvuLNj:
xafqLlk3kkUe(_GBNu5X8FYm8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9ec\xa9\xb7\xc76\xba\x17\xed\xec\x0b\x8f'), '\x64' + chr(101) + chr(99) + chr(0b101011 + 0o104) + chr(7947 - 7847) + '\x65')(chr(0b1110101) + '\164' + '\146' + '\055' + chr(56)))(xafqLlk3kkUe(JHJR37KvkQhF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\\\xaa\xc7\xf7J\xb5<\xe5\x91%\xf6'), chr(2962 - 2862) + chr(4287 - 4186) + '\143' + '\x6f' + chr(100) + '\145')(chr(0b1010010 + 0o43) + chr(5946 - 5830) + chr(102) + '\x2d' + '\070')))
return xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7b\x8a'), chr(0b1100100) + chr(0b10110 + 0o117) + chr(0b1 + 0o142) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + chr(0b101 + 0o157) + chr(0b1010100 + 0o22) + '\x2d' + '\x38'))(XaEw4zm0VbW5, jceywy8FcV0w, nVYJv7AZy3Rn)
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
find_elt
|
def find_elt(modvars, keyword, match_last=False):
"Attempt to resolve keywords such as Learner.lr_find. `match_last` starts matching from last component."
keyword = strip_fastai(keyword)
if keyword in modvars: return modvars[keyword]
comps = keyword.split('.')
comp_elt = modvars.get(comps[0])
if hasattr(comp_elt, '__dict__'): return find_elt(comp_elt.__dict__, '.'.join(comps[1:]), match_last=match_last)
|
python
|
def find_elt(modvars, keyword, match_last=False):
"Attempt to resolve keywords such as Learner.lr_find. `match_last` starts matching from last component."
keyword = strip_fastai(keyword)
if keyword in modvars: return modvars[keyword]
comps = keyword.split('.')
comp_elt = modvars.get(comps[0])
if hasattr(comp_elt, '__dict__'): return find_elt(comp_elt.__dict__, '.'.join(comps[1:]), match_last=match_last)
|
[
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"strip_fastai",
"(",
"keyword",
")",
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"keyword",
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"modvars",
":",
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"[",
"keyword",
"]",
"comps",
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"keyword",
".",
"split",
"(",
"'.'",
")",
"comp_elt",
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"modvars",
".",
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"[",
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"]",
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"(",
"comp_elt",
",",
"'__dict__'",
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",",
"'.'",
".",
"join",
"(",
"comps",
"[",
"1",
":",
"]",
")",
",",
"match_last",
"=",
"match_last",
")"
] |
Attempt to resolve keywords such as Learner.lr_find. `match_last` starts matching from last component.
|
[
"Attempt",
"to",
"resolve",
"keywords",
"such",
"as",
"Learner",
".",
"lr_find",
".",
"match_last",
"starts",
"matching",
"from",
"last",
"component",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L175-L181
|
train
|
Attempt to resolve keywords such as Learner. lr_find. match_last starts matching from last component.
|
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(0b11101 + 0o23) + chr(2782 - 2671) + chr(50) + '\x34' + '\x34', 25780 - 25772), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b110010) + chr(0b110111) + chr(0b110001), 40886 - 40878), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(813 - 763) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8538 - 8427) + '\062' + chr(0b110000) + chr(0b1011 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(0b110011) + chr(55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\062' + chr(48) + chr(0b110000), 11387 - 11379), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(50) + '\x30', 25808 - 25800), ehT0Px3KOsy9(chr(408 - 360) + '\157' + chr(1399 - 1349) + '\066' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1298 - 1249) + chr(0b110010) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(2162 - 2112) + '\062' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x32', 7359 - 7351), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b111 + 0o55) + chr(0b10101 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(1776 - 1728), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1481 - 1430) + '\x35' + '\067', 61964 - 61956), ehT0Px3KOsy9(chr(48) + chr(9920 - 9809) + '\x31' + chr(0b100100 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b110100) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(53) + chr(0b1000 + 0o56), 0b1000), ehT0Px3KOsy9(chr(423 - 375) + chr(1426 - 1315) + chr(0b110001) + chr(0b110001) + chr(609 - 558), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x31', 61076 - 61068), ehT0Px3KOsy9('\x30' + chr(3945 - 3834) + chr(0b110011) + '\x35' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b1101 + 0o52) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(768 - 719) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + '\x31' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\x31' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(0b110010) + chr(0b11001 + 0o30), 55530 - 55522), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110000) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(770 - 720) + chr(2618 - 2564) + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110111) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2465 - 2415) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(773 - 725) + '\x6f' + '\x32' + chr(2024 - 1970) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5920 - 5809) + chr(50) + chr(821 - 773) + chr(1405 - 1355), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b1 + 0o66) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + '\061' + chr(0b110101) + chr(0b101 + 0o62), 0o10), ehT0Px3KOsy9(chr(152 - 104) + chr(7875 - 7764) + chr(50) + chr(0b1010 + 0o51) + chr(0b100101 + 0o14), 0b1000), ehT0Px3KOsy9('\060' + chr(3526 - 3415) + chr(49) + chr(0b100000 + 0o21) + chr(0b10010 + 0o40), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1257 - 1208) + chr(0b110000) + '\060', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(996 - 947) + chr(54) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(2442 - 2331) + chr(0b110 + 0o54) + chr(0b110110) + chr(2084 - 2032), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(497 - 449) + chr(0b10110 + 0o32), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100110 + 0o17) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), chr(0b1000000 + 0o44) + '\x65' + chr(0b1100011) + '\157' + chr(0b1011001 + 0o13) + '\x65')(chr(117) + chr(0b1110100) + '\146' + chr(0b1000 + 0o45) + chr(0b1101 + 0o53)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def v23WZw2DjFvs(airqZmBE5evE, IVjkh7gJdLlE, j2CXRJuVzjc6=ehT0Px3KOsy9(chr(524 - 476) + chr(5658 - 5547) + chr(0b11000 + 0o30), 0o10)):
IVjkh7gJdLlE = XofcpWlTo9pZ(IVjkh7gJdLlE)
if IVjkh7gJdLlE in airqZmBE5evE:
return airqZmBE5evE[IVjkh7gJdLlE]
cjqrnsMH7cKy = IVjkh7gJdLlE.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), '\x64' + chr(0b1000111 + 0o36) + chr(0b1010011 + 0o20) + '\x6f' + chr(100) + '\x65')('\165' + '\164' + '\146' + '\055' + chr(0b10001 + 0o47)))
wzelVKeQTS6E = airqZmBE5evE.get(cjqrnsMH7cKy[ehT0Px3KOsy9('\060' + '\157' + '\x30', 8)])
if lot1PSoAwYhj(wzelVKeQTS6E, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xe6\xb0\xea`\x8b\xdf\x0f'), chr(0b1100100) + chr(2515 - 2414) + chr(0b1010000 + 0o23) + chr(0b1101111) + chr(0b110 + 0o136) + '\145')(chr(117) + chr(0b11010 + 0o132) + chr(102) + '\055' + chr(0b10101 + 0o43))):
return v23WZw2DjFvs(xafqLlk3kkUe(wzelVKeQTS6E, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\xf2\x96\xb6Z\xcd\xc5\x15\xc6\x1c\xd9K'), chr(100) + chr(9596 - 9495) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(0b101101 + 0o70))(chr(4054 - 3937) + chr(0b1001100 + 0o50) + '\x66' + chr(0b101101) + '\x38')), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), '\x64' + '\145' + chr(0b1001111 + 0o24) + chr(111) + chr(0b100001 + 0o103) + '\x65')(chr(2514 - 2397) + chr(116) + chr(0b1010101 + 0o21) + chr(1229 - 1184) + chr(0b101 + 0o63)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xce\xd6\xbd\xed'), '\x64' + chr(3931 - 3830) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(3356 - 3255))(chr(0b1100 + 0o151) + '\x74' + chr(0b1100110) + '\055' + chr(0b1010 + 0o56)))(cjqrnsMH7cKy[ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(2353 - 2304), 0o10):]), match_last=j2CXRJuVzjc6)
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
import_mod
|
def import_mod(mod_name:str, ignore_errors=False):
"Return module from `mod_name`."
splits = str.split(mod_name, '.')
try:
if len(splits) > 1 : mod = importlib.import_module('.' + '.'.join(splits[1:]), splits[0])
else: mod = importlib.import_module(mod_name)
return mod
except:
if not ignore_errors: print(f"Module {mod_name} doesn't exist.")
|
python
|
def import_mod(mod_name:str, ignore_errors=False):
"Return module from `mod_name`."
splits = str.split(mod_name, '.')
try:
if len(splits) > 1 : mod = importlib.import_module('.' + '.'.join(splits[1:]), splits[0])
else: mod = importlib.import_module(mod_name)
return mod
except:
if not ignore_errors: print(f"Module {mod_name} doesn't exist.")
|
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")"
] |
Return module from `mod_name`.
|
[
"Return",
"module",
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"mod_name",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L183-L191
|
train
|
Return module from mod_name.
|
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(1888 - 1840) + chr(0b1101111) + chr(1479 - 1428) + chr(52) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\063' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b110011) + chr(0b110011 + 0o0) + chr(0b110010 + 0o4), 39273 - 39265), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\066' + chr(269 - 218), 0o10), ehT0Px3KOsy9(chr(1943 - 1895) + '\157' + chr(53) + '\063', 0b1000), ehT0Px3KOsy9(chr(1484 - 1436) + chr(111) + chr(0b110001) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(4501 - 4390) + '\x33' + chr(169 - 114) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(10815 - 10704) + chr(0b110010) + chr(1889 - 1836), 46839 - 46831), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + '\062' + chr(0b110001) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(50) + chr(2888 - 2833) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(376 - 325) + chr(0b111 + 0o53) + chr(0b100001 + 0o17), 9279 - 9271), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\063' + chr(1223 - 1174), 0b1000), ehT0Px3KOsy9(chr(1548 - 1500) + chr(0b1101111) + '\062' + chr(0b110001) + chr(378 - 330), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\062' + '\064' + chr(0b110101), 38486 - 38478), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + chr(0b110001) + chr(48) + '\063', 43529 - 43521), ehT0Px3KOsy9(chr(1640 - 1592) + '\157' + chr(0b110001) + chr(52) + '\x30', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(50) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(51) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(552 - 502) + '\x30' + chr(184 - 131), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b110 + 0o55) + chr(418 - 364) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1000 + 0o53) + chr(1686 - 1637) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b1100 + 0o46) + '\x37' + chr(51 - 1), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + '\x33' + chr(0b110011) + '\060', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000 + 0o1) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b0 + 0o61) + '\063' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(1934 - 1884) + chr(0b10000 + 0o41) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11647 - 11536) + chr(0b101100 + 0o5) + '\062' + '\060', 50877 - 50869), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(0b110010 + 0o5) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\065' + chr(846 - 797), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(875 - 826) + chr(1732 - 1678) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1213 - 1165) + '\157' + '\061' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4481 - 4370) + '\063' + '\067' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b1100 + 0o47) + '\x33', 55406 - 55398), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + '\065' + chr(1057 - 1006), 8), ehT0Px3KOsy9(chr(451 - 403) + '\x6f' + chr(49) + chr(1268 - 1216) + chr(2059 - 2008), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(51) + '\x34' + chr(0b10111 + 0o33), 15635 - 15627), ehT0Px3KOsy9(chr(48) + chr(7922 - 7811) + '\x32' + '\065' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101011 + 0o10) + chr(0b110011), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd'), '\144' + chr(0b100010 + 0o103) + '\143' + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(116) + '\146' + chr(1340 - 1295) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def G4Q1ud6CoRZf(OwHCHadciw3F, Uh1KQt1F_bHG=ehT0Px3KOsy9(chr(146 - 98) + '\157' + '\x30', ord("\x08"))):
uSBCRSw0LUmo = M8_cKLkHVB2V.split(OwHCHadciw3F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd'), chr(100) + '\x65' + chr(5481 - 5382) + '\157' + chr(0b1100100) + chr(101))('\165' + chr(0b1100000 + 0o24) + chr(0b1100110) + chr(460 - 415) + chr(0b10100 + 0o44)))
try:
if c2A0yzQpDQB3(uSBCRSw0LUmo) > ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(12005 - 11894) + chr(0b11011 + 0o26), 0o10):
JHJR37KvkQhF = q3agYWpOJf7E.import_module(xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd'), chr(0b1100100) + chr(3644 - 3543) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcd'), chr(0b1100100) + chr(0b1001001 + 0o34) + chr(0b111001 + 0o52) + '\x6f' + chr(100) + chr(0b11010 + 0o113))(chr(10991 - 10874) + chr(5598 - 5482) + chr(0b1100 + 0o132) + chr(0b101101) + chr(56)).join(uSBCRSw0LUmo[ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + chr(1237 - 1188), 8):]), uSBCRSw0LUmo[ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110000), 8)])
else:
JHJR37KvkQhF = q3agYWpOJf7E.import_module(OwHCHadciw3F)
return JHJR37KvkQhF
except ZVWAAMjVVHHl:
if not Uh1KQt1F_bHG:
zLUzGokYBM2Z(f"Module {OwHCHadciw3F} doesn't exist.")
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
show_doc_from_name
|
def show_doc_from_name(mod_name, ft_name:str, doc_string:bool=True, arg_comments:dict={}, alt_doc_string:str=''):
"Show documentation for `ft_name`, see `show_doc`."
mod = import_mod(mod_name)
splits = str.split(ft_name, '.')
assert hasattr(mod, splits[0]), print(f"Module {mod_name} doesn't have a function named {splits[0]}.")
elt = getattr(mod, splits[0])
for i,split in enumerate(splits[1:]):
assert hasattr(elt, split), print(f"Class {'.'.join(splits[:i+1])} doesn't have a function named {split}.")
elt = getattr(elt, split)
show_doc(elt, doc_string, ft_name, arg_comments, alt_doc_string)
|
python
|
def show_doc_from_name(mod_name, ft_name:str, doc_string:bool=True, arg_comments:dict={}, alt_doc_string:str=''):
"Show documentation for `ft_name`, see `show_doc`."
mod = import_mod(mod_name)
splits = str.split(ft_name, '.')
assert hasattr(mod, splits[0]), print(f"Module {mod_name} doesn't have a function named {splits[0]}.")
elt = getattr(mod, splits[0])
for i,split in enumerate(splits[1:]):
assert hasattr(elt, split), print(f"Class {'.'.join(splits[:i+1])} doesn't have a function named {split}.")
elt = getattr(elt, split)
show_doc(elt, doc_string, ft_name, arg_comments, alt_doc_string)
|
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"splits",
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"f\"Class {'.'.join(splits[:i+1])} doesn't have a function named {split}.\"",
")",
"elt",
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",",
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")",
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"(",
"elt",
",",
"doc_string",
",",
"ft_name",
",",
"arg_comments",
",",
"alt_doc_string",
")"
] |
Show documentation for `ft_name`, see `show_doc`.
|
[
"Show",
"documentation",
"for",
"ft_name",
"see",
"show_doc",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L193-L202
|
train
|
Show documentation for ft_name see show_doc.
|
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(7260 - 7149) + '\061' + chr(2023 - 1974), 0b1000), ehT0Px3KOsy9(chr(1654 - 1606) + chr(4336 - 4225) + '\x32' + '\063' + chr(49), 22182 - 22174), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b101011 + 0o14) + chr(1704 - 1655), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(7218 - 7107) + '\x36', 8), ehT0Px3KOsy9(chr(1076 - 1028) + chr(199 - 88) + '\065' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x34' + chr(0b101101 + 0o3), 61033 - 61025), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100) + '\063', 65246 - 65238), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(0b110010 + 0o4) + chr(0b110001 + 0o2), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b110111) + chr(1504 - 1452), 0b1000), ehT0Px3KOsy9(chr(98 - 50) + chr(111) + chr(1625 - 1574) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9442 - 9331) + '\x32' + chr(0b11101 + 0o23) + chr(0b10 + 0o57), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + chr(0b110111) + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(859 - 808) + chr(55) + chr(497 - 447), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110010) + '\x32' + chr(55), 36091 - 36083), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\065' + chr(2377 - 2326), ord("\x08")), ehT0Px3KOsy9(chr(1095 - 1047) + '\x6f' + chr(0b1010 + 0o50) + chr(0b110010) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(1746 - 1698) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(0b10101 + 0o35) + '\066' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(11477 - 11366) + chr(51) + '\060' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(1838 - 1786) + chr(0b11010 + 0o30), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(49) + '\x37' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101011 + 0o10) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + '\062' + '\065' + '\064', 40129 - 40121), ehT0Px3KOsy9(chr(446 - 398) + chr(111) + '\062' + chr(0b110000) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1165 - 1117) + chr(0b1111 + 0o140) + '\x33' + chr(103 - 51) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + '\063' + chr(0b110001) + chr(1900 - 1852), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x37' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o12) + chr(0b110011) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\067' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1485 - 1436) + chr(48) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(54) + '\067', 60571 - 60563), ehT0Px3KOsy9(chr(1208 - 1160) + '\x6f' + '\x37' + chr(720 - 667), 52914 - 52906), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(54) + chr(54), 48444 - 48436), ehT0Px3KOsy9(chr(0b110000) + chr(3733 - 3622) + chr(0b110111) + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(11386 - 11275) + chr(0b110010) + chr(0b110011) + chr(0b1010 + 0o52), 0o10), ehT0Px3KOsy9('\060' + chr(8101 - 7990) + '\062' + '\061' + chr(54), 38390 - 38382), ehT0Px3KOsy9(chr(48) + chr(5021 - 4910) + '\x31' + chr(1539 - 1489) + chr(0b100010 + 0o22), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + '\063', 20969 - 20961)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(53) + chr(0b11010 + 0o26), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), '\144' + '\145' + '\143' + chr(111) + '\144' + chr(0b1011000 + 0o15))('\x75' + chr(8306 - 8190) + chr(0b1100110) + chr(60 - 15) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def of6RUiR_yG_m(OwHCHadciw3F, kfx1U0urMEyI, fXIsleWcuc4e=ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(49), 0b1000), DW_9GBvl1FU6={}, rFqcFgAimf3m=xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(0b1001001 + 0o34) + '\x63' + chr(8636 - 8525) + '\x64' + chr(9228 - 9127))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b10011 + 0o45))):
JHJR37KvkQhF = G4Q1ud6CoRZf(OwHCHadciw3F)
uSBCRSw0LUmo = M8_cKLkHVB2V.split(kfx1U0urMEyI, xafqLlk3kkUe(SXOLrMavuUCe(b"'"), '\x64' + chr(0b1100101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100101))('\165' + chr(0b1110100) + chr(5802 - 5700) + '\055' + chr(279 - 223)))
assert lot1PSoAwYhj(JHJR37KvkQhF, uSBCRSw0LUmo[ehT0Px3KOsy9(chr(423 - 375) + chr(0b1000010 + 0o55) + chr(0b110000), 53063 - 53055)]), zLUzGokYBM2Z(f"Module {OwHCHadciw3F} doesn't have a function named {uSBCRSw0LUmo[0]}.")
tetLgK9tHwcO = xafqLlk3kkUe(JHJR37KvkQhF, uSBCRSw0LUmo[ehT0Px3KOsy9('\060' + chr(111) + '\x30', 8)])
for (WVxHKyX45z_L, vsJU7GhuEuh6) in YlkZvXL8qwsX(uSBCRSw0LUmo[ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\x31', 8):]):
assert lot1PSoAwYhj(tetLgK9tHwcO, vsJU7GhuEuh6), zLUzGokYBM2Z(f"Class {xafqLlk3kkUe(chr(0b101110), chr(0b1100100 + 0o6) + chr(0b1101010 + 0o5) + chr(7610 - 7505) + chr(0b1001100 + 0o42))(uSBCRSw0LUmo[:WVxHKyX45z_L + 1])} doesn't have a function named {vsJU7GhuEuh6}.")
tetLgK9tHwcO = xafqLlk3kkUe(tetLgK9tHwcO, vsJU7GhuEuh6)
oMTZehR4Uv5f(tetLgK9tHwcO, fXIsleWcuc4e, kfx1U0urMEyI, DW_9GBvl1FU6, rFqcFgAimf3m)
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_ft_names
|
def get_ft_names(mod, include_inner=False)->List[str]:
"Return all the functions of module `mod`."
# If the module has an attribute __all__, it picks those.
# Otherwise, it returns all the functions defined inside a module.
fn_names = []
for elt_name in get_exports(mod):
elt = getattr(mod,elt_name)
#This removes the files imported from elsewhere
try: fname = inspect.getfile(elt)
except: continue
if mod.__file__.endswith('__init__.py'):
if inspect.ismodule(elt): fn_names.append(elt_name)
else: continue
else:
if (fname != mod.__file__): continue
if inspect.isclass(elt) or inspect.isfunction(elt): fn_names.append(elt_name)
else: continue
if include_inner and inspect.isclass(elt) and not is_enum(elt.__class__):
fn_names.extend(get_inner_fts(elt))
return fn_names
|
python
|
def get_ft_names(mod, include_inner=False)->List[str]:
"Return all the functions of module `mod`."
# If the module has an attribute __all__, it picks those.
# Otherwise, it returns all the functions defined inside a module.
fn_names = []
for elt_name in get_exports(mod):
elt = getattr(mod,elt_name)
#This removes the files imported from elsewhere
try: fname = inspect.getfile(elt)
except: continue
if mod.__file__.endswith('__init__.py'):
if inspect.ismodule(elt): fn_names.append(elt_name)
else: continue
else:
if (fname != mod.__file__): continue
if inspect.isclass(elt) or inspect.isfunction(elt): fn_names.append(elt_name)
else: continue
if include_inner and inspect.isclass(elt) and not is_enum(elt.__class__):
fn_names.extend(get_inner_fts(elt))
return fn_names
|
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] |
Return all the functions of module `mod`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L209-L228
|
train
|
Return all the functions of module mod.
|
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' + '\x6f' + chr(0b110011 + 0o0) + chr(0b110011) + chr(965 - 917), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b110011) + '\061' + chr(0b110101), 48478 - 48470), ehT0Px3KOsy9('\060' + chr(10736 - 10625) + chr(941 - 890) + '\x31' + '\064', 50040 - 50032), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101111 + 0o2) + chr(49), 0o10), ehT0Px3KOsy9(chr(1606 - 1558) + chr(111) + chr(1439 - 1389) + chr(54) + chr(2786 - 2732), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1858 - 1808) + chr(0b101001 + 0o12) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(827 - 779) + '\x6f' + '\066' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(51) + chr(337 - 287), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b11110 + 0o25) + chr(55) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7869 - 7758) + chr(0b1010 + 0o50) + chr(0b110100) + '\x34', 53750 - 53742), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(0b110010) + chr(0b101010 + 0o12) + chr(55), 34090 - 34082), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o1) + '\x31' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b111111 + 0o60) + '\062' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1516 - 1405) + '\x37' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(6409 - 6298) + chr(0b10000 + 0o41) + chr(0b110010) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + '\066' + '\x35', 44037 - 44029), ehT0Px3KOsy9(chr(358 - 310) + chr(111) + chr(2002 - 1953) + chr(0b110101) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + '\063' + '\x30' + chr(0b110110), 22462 - 22454), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x30' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + '\061' + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(481 - 430) + chr(0b110001) + chr(0b10 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(0b11 + 0o57) + chr(0b110011) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1493 - 1445) + '\x6f' + chr(0b110011) + '\061' + '\x37', 19162 - 19154), ehT0Px3KOsy9('\060' + chr(7727 - 7616) + chr(0b101000 + 0o12) + '\060' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b11111 + 0o120) + chr(51) + chr(53) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + '\061' + '\062' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + '\x35' + chr(2452 - 2397), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b101110 + 0o3) + chr(727 - 674), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + '\062' + chr(1550 - 1496) + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x37' + chr(0b10000 + 0o47), 10327 - 10319), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b101000 + 0o15) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(8753 - 8642) + '\061' + chr(0b110110) + chr(959 - 906), 0o10), ehT0Px3KOsy9(chr(875 - 827) + '\x6f' + chr(0b110001) + chr(0b101001 + 0o7) + '\064', 17464 - 17456), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b110010) + '\066' + chr(0b110100), 56186 - 56178), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(1804 - 1750) + '\x36', 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110111) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b110 + 0o60) + '\061', 56397 - 56389), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2418 - 2368) + chr(48) + chr(0b10000 + 0o45), 21136 - 21128), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + chr(0b110110) + chr(1667 - 1617), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o56) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6'), chr(0b1000101 + 0o37) + chr(9919 - 9818) + chr(2805 - 2706) + chr(111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + chr(9597 - 9495) + chr(527 - 482) + chr(3044 - 2988)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HAeRioKRMb8a(JHJR37KvkQhF, AfF7u9J8X_aC=ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + '\x30', ord("\x08"))) -> qRxF7OQ0y39T[M8_cKLkHVB2V]:
ywWPuRbXGrps = []
for al7Dz5k_LiyV in DzUV73jBwPQN(JHJR37KvkQhF):
tetLgK9tHwcO = xafqLlk3kkUe(JHJR37KvkQhF, al7Dz5k_LiyV)
try:
t3WbF0Ae42Pu = kzXqv8ZZwm75.getfile(tetLgK9tHwcO)
except ZVWAAMjVVHHl:
continue
if xafqLlk3kkUe(JHJR37KvkQhF.__file__, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\xa3\xa8z\xc1\xf0F2'), chr(0b1100100) + '\145' + '\x63' + chr(0b1100101 + 0o12) + chr(100) + '\x65')('\165' + '\x74' + chr(3627 - 3525) + chr(0b101101) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x92\xa5g\xdf\xedm\x05\xd4\xd4\xde'), '\144' + chr(0b1100101) + chr(99) + chr(0b10111 + 0o130) + chr(0b10000 + 0o124) + '\145')(chr(7145 - 7028) + '\164' + '\146' + chr(784 - 739) + chr(56))):
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\xbe\xa1f\xd2\xec^?'), '\144' + '\145' + '\x63' + '\x6f' + chr(100) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + '\055' + '\x38'))(tetLgK9tHwcO):
xafqLlk3kkUe(ywWPuRbXGrps, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xbd\xbcl\xd8\xfd'), chr(100) + '\x65' + chr(8275 - 8176) + chr(5226 - 5115) + '\144' + chr(101))(chr(259 - 142) + chr(0b1110100) + '\x66' + chr(0b101101) + '\070'))(al7Dz5k_LiyV)
else:
continue
else:
if t3WbF0Ae42Pu != xafqLlk3kkUe(JHJR37KvkQhF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x92\xaa`\xda\xfcm\x05'), chr(0b1100100) + chr(0b10001 + 0o124) + chr(0b1100011) + '\x6f' + chr(8049 - 7949) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b111101 + 0o51) + chr(45) + chr(0b111000))):
continue
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\xbe\xafe\xd7\xeaA'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + '\145')('\165' + '\x74' + '\146' + '\055' + '\x38'))(tetLgK9tHwcO) or xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\xbe\xaa|\xd8\xfaF3\x95\xca'), '\x64' + chr(0b111100 + 0o51) + '\x63' + chr(11288 - 11177) + chr(3539 - 3439) + chr(6709 - 6608))('\x75' + chr(116) + '\146' + chr(0b101011 + 0o2) + '\070'))(tetLgK9tHwcO):
xafqLlk3kkUe(ywWPuRbXGrps, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xbd\xbcl\xd8\xfd'), chr(8481 - 8381) + '\145' + chr(99) + chr(111) + chr(332 - 232) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(45) + chr(0b111000)))(al7Dz5k_LiyV)
else:
continue
if AfF7u9J8X_aC and xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\xbe\xafe\xd7\xeaA'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')(chr(12741 - 12624) + '\x74' + '\x66' + chr(0b101101) + '\x38'))(tetLgK9tHwcO) and (not rzUvKL1aQMFK(xafqLlk3kkUe(tetLgK9tHwcO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\xb4\xfcy\xf2\xf0Fj\xa0\xe3\x94\xde'), chr(100) + chr(5328 - 5227) + chr(0b111101 + 0o46) + chr(6087 - 5976) + chr(100) + chr(0b1100101))('\165' + '\164' + chr(9932 - 9830) + chr(0b100001 + 0o14) + chr(56))))):
xafqLlk3kkUe(ywWPuRbXGrps, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbd\xb5\xb8l\xd8\xfd'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + '\144' + chr(101))(chr(117) + '\x74' + '\146' + chr(0b101010 + 0o3) + chr(0b111000)))(UNuxDYTOEeas(tetLgK9tHwcO))
return ywWPuRbXGrps
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_inner_fts
|
def get_inner_fts(elt)->List[str]:
"List the inner functions of a class."
fts = []
for ft_name in elt.__dict__.keys():
if ft_name.startswith('_'): continue
ft = getattr(elt, ft_name)
if inspect.isfunction(ft): fts.append(f'{elt.__name__}.{ft_name}')
if inspect.ismethod(ft): fts.append(f'{elt.__name__}.{ft_name}')
if inspect.isclass(ft): fts += [f'{elt.__name__}.{n}' for n in get_inner_fts(ft)]
return fts
|
python
|
def get_inner_fts(elt)->List[str]:
"List the inner functions of a class."
fts = []
for ft_name in elt.__dict__.keys():
if ft_name.startswith('_'): continue
ft = getattr(elt, ft_name)
if inspect.isfunction(ft): fts.append(f'{elt.__name__}.{ft_name}')
if inspect.ismethod(ft): fts.append(f'{elt.__name__}.{ft_name}')
if inspect.isclass(ft): fts += [f'{elt.__name__}.{n}' for n in get_inner_fts(ft)]
return fts
|
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] |
List the inner functions of a class.
|
[
"List",
"the",
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"of",
"a",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L230-L239
|
train
|
List the inner functions of a class.
|
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(51) + chr(0b110000 + 0o7) + '\061', 0o10), ehT0Px3KOsy9(chr(1744 - 1696) + '\157' + chr(0b111 + 0o52) + '\060' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\067' + chr(768 - 714), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(251 - 201) + chr(54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110100) + chr(0b10011 + 0o36), 0b1000), ehT0Px3KOsy9(chr(2114 - 2066) + '\157' + chr(0b100100 + 0o16) + chr(52) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b110111) + chr(0b10101 + 0o34), 41937 - 41929), ehT0Px3KOsy9(chr(767 - 719) + '\157' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b100011 + 0o22) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(53) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(49) + chr(0b11001 + 0o33) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(50) + '\x31', 20468 - 20460), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1010010 + 0o35) + '\062' + chr(0b11010 + 0o32) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(962 - 911) + chr(0b1 + 0o62) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x36' + chr(0b11110 + 0o31), 44147 - 44139), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110110) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1980 - 1869) + chr(0b110001) + '\061' + chr(0b110001), 54156 - 54148), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110110) + chr(0b10 + 0o63), 0b1000), ehT0Px3KOsy9('\x30' + chr(393 - 282) + chr(0b10011 + 0o36) + chr(328 - 275) + '\062', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(0b100000 + 0o21) + chr(53) + chr(0b1001 + 0o52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110010) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b1111 + 0o46) + '\x32', 0o10), ehT0Px3KOsy9(chr(1874 - 1826) + '\x6f' + chr(0b1011 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + '\x37' + chr(0b1010 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1677 - 1627) + '\x34' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2051 - 2003) + chr(0b1101111) + chr(0b110011) + chr(0b100110 + 0o15) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(49) + chr(49) + chr(0b101011 + 0o11), 38021 - 38013), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11100 + 0o27) + chr(807 - 754) + chr(0b110011), 28306 - 28298), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o62) + chr(50) + '\067', 60175 - 60167), ehT0Px3KOsy9(chr(48) + chr(0b1100111 + 0o10) + chr(49) + '\067' + '\066', 8), ehT0Px3KOsy9('\x30' + chr(957 - 846) + '\061' + chr(0b11101 + 0o32) + '\066', 8), ehT0Px3KOsy9(chr(1605 - 1557) + '\x6f' + '\x32' + chr(0b100 + 0o55) + '\x36', 5615 - 5607), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2128 - 2078) + chr(0b101 + 0o62) + '\x35', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(48) + chr(54), 34871 - 34863), ehT0Px3KOsy9('\x30' + '\157' + chr(2084 - 2035) + chr(454 - 404) + '\064', 0b1000), ehT0Px3KOsy9(chr(1138 - 1090) + '\157' + chr(49) + '\x35' + chr(1453 - 1405), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(11874 - 11763) + chr(0b110001) + '\065' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(8659 - 8548) + chr(1489 - 1438) + chr(0b101111 + 0o5) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1655 - 1605) + '\066' + '\x31', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\x35' + '\x30', 64748 - 64740)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7'), chr(100) + '\x65' + chr(99) + '\157' + '\x64' + '\145')(chr(12481 - 12364) + chr(116) + chr(0b1100110) + chr(1551 - 1506) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def UNuxDYTOEeas(tetLgK9tHwcO) -> qRxF7OQ0y39T[M8_cKLkHVB2V]:
UYDtMxVbOZuX = []
for kfx1U0urMEyI in xafqLlk3kkUe(tetLgK9tHwcO.__dict__, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92&\x07\xc2'), chr(0b1000001 + 0o43) + chr(101) + chr(0b1001000 + 0o33) + '\x6f' + chr(100) + '\145')('\x75' + chr(116) + '\146' + chr(0b1010 + 0o43) + chr(0b101000 + 0o20)))():
if xafqLlk3kkUe(kfx1U0urMEyI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a7\x1f\xc3\xd5\xd0Nk\x99\x06'), chr(100) + chr(3529 - 3428) + '\143' + chr(3576 - 3465) + '\x64' + chr(789 - 688))(chr(0b101101 + 0o110) + chr(0b1001101 + 0o47) + '\146' + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6'), chr(1500 - 1400) + chr(3709 - 3608) + '\x63' + '\x6f' + chr(0b111110 + 0o46) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b101011 + 0o15))):
continue
Pyfw5TwM5dhJ = xafqLlk3kkUe(tetLgK9tHwcO, kfx1U0urMEyI)
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\x900\x18\xc4\xcf\xc0Mk\x82\x00'), '\144' + chr(4840 - 4739) + chr(0b1011011 + 0o10) + chr(0b1000111 + 0o50) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)))(Pyfw5TwM5dhJ):
xafqLlk3kkUe(UYDtMxVbOZuX, xafqLlk3kkUe(SXOLrMavuUCe(b'\x983\x0e\xd4\xcf\xc7'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(8543 - 8432) + chr(8397 - 8297) + chr(0b1100101))(chr(117) + '\164' + chr(3799 - 3697) + chr(45) + chr(56)))(f"{xafqLlk3kkUe(tetLgK9tHwcO, chr(571 - 500) + chr(3961 - 3863) + chr(0b1100101) + chr(106) + chr(1868 - 1816) + chr(3591 - 3480) + chr(0b111101 + 0o35) + chr(7141 - 7028) + chr(0b111110 + 0o15) + chr(0b101 + 0o107) + chr(3025 - 2960) + chr(139 - 85))}.{kfx1U0urMEyI}")
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\x900\x13\xd4\xd5\xcbVf'), chr(0b101 + 0o137) + chr(101) + chr(99) + '\157' + '\144' + '\x65')(chr(10928 - 10811) + '\164' + chr(102) + chr(0b101101) + '\070'))(Pyfw5TwM5dhJ):
xafqLlk3kkUe(UYDtMxVbOZuX, xafqLlk3kkUe(SXOLrMavuUCe(b'\x983\x0e\xd4\xcf\xc7'), '\144' + chr(7694 - 7593) + chr(0b1100011) + '\157' + chr(7773 - 7673) + chr(1566 - 1465))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111 + 0o61)))(f"{xafqLlk3kkUe(tetLgK9tHwcO, chr(1685 - 1614) + chr(3184 - 3086) + chr(0b110111 + 0o56) + chr(3790 - 3684) + chr(0b10000 + 0o44) + chr(111) + chr(0b1011010) + chr(0b100101 + 0o114) + chr(0b1001011) + chr(0b101010 + 0o42) + chr(65) + chr(0b101100 + 0o12))}.{kfx1U0urMEyI}")
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\x900\x1d\xdd\xc0\xd0J'), chr(100) + '\145' + chr(0b1100011) + chr(111) + chr(0b10000 + 0o124) + chr(2731 - 2630))('\x75' + chr(9300 - 9184) + chr(102) + chr(0b11 + 0o52) + chr(56)))(Pyfw5TwM5dhJ):
UYDtMxVbOZuX += [f'{tetLgK9tHwcO.Gbej4oZqKLA6}.{m1NkCryOw9Bx}' for m1NkCryOw9Bx in UNuxDYTOEeas(Pyfw5TwM5dhJ)]
return UYDtMxVbOZuX
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_module_toc
|
def get_module_toc(mod_name):
"Display table of contents for given `mod_name`."
mod = import_mod(mod_name)
ft_names = mod.__all__ if hasattr(mod,'__all__') else get_ft_names(mod)
ft_names.sort(key = str.lower)
tabmat = ''
for ft_name in ft_names:
tabmat += f'- [{ft_name}](#{ft_name})\n'
elt = getattr(mod, ft_name)
if inspect.isclass(elt) and not is_enum(elt.__class__):
in_ft_names = get_inner_fts(elt)
for name in in_ft_names:
tabmat += f' - [{name}](#{name})\n'
display(Markdown(tabmat))
|
python
|
def get_module_toc(mod_name):
"Display table of contents for given `mod_name`."
mod = import_mod(mod_name)
ft_names = mod.__all__ if hasattr(mod,'__all__') else get_ft_names(mod)
ft_names.sort(key = str.lower)
tabmat = ''
for ft_name in ft_names:
tabmat += f'- [{ft_name}](#{ft_name})\n'
elt = getattr(mod, ft_name)
if inspect.isclass(elt) and not is_enum(elt.__class__):
in_ft_names = get_inner_fts(elt)
for name in in_ft_names:
tabmat += f' - [{name}](#{name})\n'
display(Markdown(tabmat))
|
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"display",
"(",
"Markdown",
"(",
"tabmat",
")",
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] |
Display table of contents for given `mod_name`.
|
[
"Display",
"table",
"of",
"contents",
"for",
"given",
"mod_name",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L241-L254
|
train
|
Display table of contents for given mod_name.
|
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' + '\061' + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1110 + 0o141) + '\062' + '\060' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\062' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(891 - 841) + '\x33' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(12260 - 12149) + chr(0b110010) + '\064' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(0b101000 + 0o17) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1879 - 1829) + chr(896 - 848), 34241 - 34233), ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x36' + chr(2112 - 2063), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062', 0b1000), ehT0Px3KOsy9(chr(1830 - 1782) + '\157' + chr(1511 - 1458) + chr(0b1010 + 0o52), 8), ehT0Px3KOsy9(chr(1058 - 1010) + chr(111) + chr(0b110001) + '\067' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + '\x33' + chr(53) + '\x37', 21928 - 21920), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(350 - 302) + '\x31', 26609 - 26601), ehT0Px3KOsy9(chr(0b110000) + chr(7119 - 7008) + chr(1852 - 1803) + chr(49) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110001) + chr(0b110100), 42153 - 42145), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x35' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\063' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b110001) + chr(2370 - 2315) + chr(0b110011), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1010 + 0o54) + chr(1361 - 1313), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(457 - 346) + '\x33' + '\064' + chr(0b110010 + 0o2), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\x34' + chr(1254 - 1201), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x36' + chr(0b110100 + 0o0), 12437 - 12429), ehT0Px3KOsy9(chr(48) + chr(3448 - 3337) + chr(49) + chr(53) + chr(2362 - 2308), 28502 - 28494), ehT0Px3KOsy9(chr(1494 - 1446) + chr(0b10100 + 0o133) + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7957 - 7846) + chr(309 - 260) + chr(0b1000 + 0o54) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110111) + '\060', 16025 - 16017), ehT0Px3KOsy9('\060' + '\x6f' + chr(1088 - 1038) + chr(0b110001) + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11429 - 11318) + chr(0b110101) + chr(1770 - 1722), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9(chr(1795 - 1747) + chr(111) + chr(49) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(614 - 503) + chr(0b110010) + chr(50) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(274 - 224) + chr(49) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110010 + 0o1) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b100001 + 0o23) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + '\063' + chr(0b11110 + 0o26) + '\x34', 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110000 + 0o4) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101001 + 0o11) + chr(2206 - 2154) + chr(539 - 486), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1655 - 1602) + chr(0b1100 + 0o44), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'N'), chr(8304 - 8204) + chr(0b1100100 + 0o1) + chr(99) + chr(0b1101111) + chr(0b10010 + 0o122) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + chr(0b101 + 0o50) + chr(0b1000 + 0o60)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PeYbKLazIiZ8(OwHCHadciw3F):
JHJR37KvkQhF = G4Q1ud6CoRZf(OwHCHadciw3F)
INP_HPErxBEi = JHJR37KvkQhF.__all__ if lot1PSoAwYhj(JHJR37KvkQhF, xafqLlk3kkUe(SXOLrMavuUCe(b'?\xdc\xb6\xf4\xcdfO'), chr(8893 - 8793) + chr(0b110100 + 0o61) + chr(0b1100011) + chr(0b11001 + 0o126) + '\x64' + '\145')(chr(117) + '\164' + chr(0b101010 + 0o74) + '\055' + chr(56))) else HAeRioKRMb8a(JHJR37KvkQhF)
xafqLlk3kkUe(INP_HPErxBEi, xafqLlk3kkUe(SXOLrMavuUCe(b'\x13\xec\xa5\xec'), '\144' + chr(101) + '\x63' + chr(111) + '\144' + chr(3133 - 3032))(chr(0b1110101) + chr(4912 - 4796) + chr(0b100011 + 0o103) + chr(0b10101 + 0o30) + chr(56)))(key=xafqLlk3kkUe(M8_cKLkHVB2V, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c\xec\xa0\xfd\xd3'), chr(100) + chr(101) + '\143' + '\157' + chr(0b101010 + 0o72) + chr(101))('\x75' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000))))
LBVZtNdJq11I = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + chr(7388 - 7287) + chr(5335 - 5236) + chr(0b1100111 + 0o10) + chr(100) + '\145')('\x75' + chr(116) + chr(102) + chr(0b10011 + 0o32) + chr(0b111 + 0o61))
for kfx1U0urMEyI in INP_HPErxBEi:
LBVZtNdJq11I += f'- [{kfx1U0urMEyI}](#{kfx1U0urMEyI})\n'
tetLgK9tHwcO = xafqLlk3kkUe(JHJR37KvkQhF, kfx1U0urMEyI)
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'\t\xf0\xb4\xf4\xc0Jc'), '\144' + chr(0b1100101) + '\143' + '\x6f' + chr(100) + chr(10158 - 10057))('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)))(tetLgK9tHwcO) and (not rzUvKL1aQMFK(xafqLlk3kkUe(tetLgK9tHwcO, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xfa\xe7\xe8\xe5Pd\x1ckE\x1f)'), '\x64' + '\x65' + chr(0b1000 + 0o133) + chr(111) + '\144' + '\145')('\x75' + chr(8550 - 8434) + chr(0b1100110) + chr(1865 - 1820) + chr(0b111000))))):
kaEtMGTN_mwF = UNuxDYTOEeas(tetLgK9tHwcO)
for AIvJRzLdDfgF in kaEtMGTN_mwF:
LBVZtNdJq11I += f' - [{AIvJRzLdDfgF}](#{AIvJRzLdDfgF})\n'
RHkuqVmnahXJ(YV74Y229gOKZ(LBVZtNdJq11I))
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_fn_link
|
def get_fn_link(ft)->str:
"Return function link to notebook documentation of `ft`. Private functions link to source code"
ft = getattr(ft, '__func__', ft)
anchor = strip_fastai(get_anchor(ft))
module_name = strip_fastai(get_module_name(ft))
base = '' if use_relative_links else FASTAI_DOCS
return f'{base}/{module_name}.html#{anchor}'
|
python
|
def get_fn_link(ft)->str:
"Return function link to notebook documentation of `ft`. Private functions link to source code"
ft = getattr(ft, '__func__', ft)
anchor = strip_fastai(get_anchor(ft))
module_name = strip_fastai(get_module_name(ft))
base = '' if use_relative_links else FASTAI_DOCS
return f'{base}/{module_name}.html#{anchor}'
|
[
"def",
"get_fn_link",
"(",
"ft",
")",
"->",
"str",
":",
"ft",
"=",
"getattr",
"(",
"ft",
",",
"'__func__'",
",",
"ft",
")",
"anchor",
"=",
"strip_fastai",
"(",
"get_anchor",
"(",
"ft",
")",
")",
"module_name",
"=",
"strip_fastai",
"(",
"get_module_name",
"(",
"ft",
")",
")",
"base",
"=",
"''",
"if",
"use_relative_links",
"else",
"FASTAI_DOCS",
"return",
"f'{base}/{module_name}.html#{anchor}'"
] |
Return function link to notebook documentation of `ft`. Private functions link to source code
|
[
"Return",
"function",
"link",
"to",
"notebook",
"documentation",
"of",
"ft",
".",
"Private",
"functions",
"link",
"to",
"source",
"code"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L278-L284
|
train
|
Return function link to notebook documentation of ft. Private functions link to source code
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(288 - 237) + chr(50) + chr(341 - 291), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(738 - 686) + chr(831 - 782), 3521 - 3513), ehT0Px3KOsy9(chr(48) + chr(0b10110 + 0o131) + chr(1835 - 1784) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010 + 0o1) + '\066' + chr(0b1000 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(633 - 585) + '\x6f' + '\x35' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(0b100101 + 0o16) + chr(0b110110) + chr(51), 15306 - 15298), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\062' + chr(0b110001), 27436 - 27428), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(51) + chr(0b110110) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(565 - 514) + chr(1545 - 1493) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10571 - 10460) + '\x35' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1428 - 1380) + '\x6f' + chr(2329 - 2280), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1794 - 1740) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110110) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\061' + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(1612 - 1563), 0o10), ehT0Px3KOsy9('\060' + chr(7477 - 7366) + '\x34' + '\x34', 0b1000), ehT0Px3KOsy9(chr(1822 - 1774) + chr(0b10100 + 0o133) + chr(0b1011 + 0o50) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(2934 - 2879) + '\067', 0o10), ehT0Px3KOsy9(chr(727 - 679) + chr(0b1011000 + 0o27) + chr(50) + chr(0b11000 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101011 + 0o4) + chr(0b11000 + 0o33) + '\064' + chr(51), 64949 - 64941), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o61) + '\x31', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110001) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(957 - 909) + chr(1130 - 1019) + chr(1507 - 1456) + chr(815 - 761) + chr(0b110001 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + '\x31' + chr(54) + chr(2462 - 2412), 31587 - 31579), ehT0Px3KOsy9(chr(443 - 395) + chr(111) + '\x33' + chr(0b110101) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(543 - 488) + chr(2231 - 2181), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(51) + chr(2409 - 2356), 0o10), ehT0Px3KOsy9(chr(2168 - 2120) + '\157' + chr(559 - 509) + '\x32' + chr(0b101001 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110 + 0o57) + '\060', 13264 - 13256), ehT0Px3KOsy9('\060' + chr(3110 - 2999) + chr(0b110001) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(52), 7753 - 7745), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x35' + '\061', 16220 - 16212), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x33' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1 + 0o156) + chr(50) + chr(0b110100) + chr(50), 23210 - 23202), ehT0Px3KOsy9(chr(2175 - 2127) + chr(797 - 686) + chr(53) + '\x30', 13955 - 13947), ehT0Px3KOsy9(chr(48) + chr(3347 - 3236) + '\062' + '\x36' + chr(0b11111 + 0o25), 0o10), ehT0Px3KOsy9(chr(1126 - 1078) + chr(4463 - 4352) + '\066' + '\x37', 55597 - 55589), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\x37' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b11101 + 0o25) + chr(2003 - 1955) + '\x33', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2125 - 2077) + chr(111) + chr(0b110101) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b101001 + 0o73) + chr(0b1010101 + 0o20))(chr(0b1110 + 0o147) + chr(0b10110 + 0o136) + chr(5284 - 5182) + chr(1009 - 964) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def wDE2xI2BQS0K(Pyfw5TwM5dhJ) -> M8_cKLkHVB2V:
Pyfw5TwM5dhJ = xafqLlk3kkUe(Pyfw5TwM5dhJ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d>x\x87D\x90\xce\xae'), chr(0b11011 + 0o111) + chr(0b1011011 + 0o12) + chr(2885 - 2786) + chr(111) + '\144' + chr(0b10110 + 0o117))('\x75' + chr(0b110010 + 0o102) + chr(102) + chr(0b101101) + '\x38'), Pyfw5TwM5dhJ)
w05OIDQBUFHc = XofcpWlTo9pZ(nYwmlFTd4Vu_(Pyfw5TwM5dhJ))
Iu0XkROSvs3d = XofcpWlTo9pZ(ZveS0Yf2UZsn(Pyfw5TwM5dhJ))
XLXqkmM_0GVx = xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(0b1100101) + chr(99) + '\157' + chr(0b101110 + 0o66) + chr(5111 - 5010))('\165' + '\164' + '\x66' + '\055' + chr(0b1011 + 0o55)) if aXmRPlszkinj else VA5bPXsAJPRo
return f'{XLXqkmM_0GVx}/{Iu0XkROSvs3d}.html#{w05OIDQBUFHc}'
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_pytorch_link
|
def get_pytorch_link(ft)->str:
"Returns link to pytorch docs of `ft`."
name = ft.__name__
ext = '.html'
if name == 'device': return f'{PYTORCH_DOCS}tensor_attributes{ext}#torch-device'
if name == 'Tensor': return f'{PYTORCH_DOCS}tensors{ext}#torch-tensor'
if name.startswith('torchvision'):
doc_path = get_module_name(ft).replace('.', '/')
if inspect.ismodule(ft): name = name.replace('.', '-')
return f'{PYTORCH_DOCS}{doc_path}{ext}#{name}'
if name.startswith('torch.nn') and inspect.ismodule(ft): # nn.functional is special case
nn_link = name.replace('.', '-')
return f'{PYTORCH_DOCS}nn{ext}#{nn_link}'
paths = get_module_name(ft).split('.')
if len(paths) == 1: return f'{PYTORCH_DOCS}{paths[0]}{ext}#{paths[0]}.{name}'
offset = 1 if paths[1] == 'utils' else 0 # utils is a pytorch special case
doc_path = paths[1+offset]
if inspect.ismodule(ft): return f'{PYTORCH_DOCS}{doc_path}{ext}#module-{name}'
fnlink = '.'.join(paths[:(2+offset)]+[name])
return f'{PYTORCH_DOCS}{doc_path}{ext}#{fnlink}'
|
python
|
def get_pytorch_link(ft)->str:
"Returns link to pytorch docs of `ft`."
name = ft.__name__
ext = '.html'
if name == 'device': return f'{PYTORCH_DOCS}tensor_attributes{ext}#torch-device'
if name == 'Tensor': return f'{PYTORCH_DOCS}tensors{ext}#torch-tensor'
if name.startswith('torchvision'):
doc_path = get_module_name(ft).replace('.', '/')
if inspect.ismodule(ft): name = name.replace('.', '-')
return f'{PYTORCH_DOCS}{doc_path}{ext}#{name}'
if name.startswith('torch.nn') and inspect.ismodule(ft): # nn.functional is special case
nn_link = name.replace('.', '-')
return f'{PYTORCH_DOCS}nn{ext}#{nn_link}'
paths = get_module_name(ft).split('.')
if len(paths) == 1: return f'{PYTORCH_DOCS}{paths[0]}{ext}#{paths[0]}.{name}'
offset = 1 if paths[1] == 'utils' else 0 # utils is a pytorch special case
doc_path = paths[1+offset]
if inspect.ismodule(ft): return f'{PYTORCH_DOCS}{doc_path}{ext}#module-{name}'
fnlink = '.'.join(paths[:(2+offset)]+[name])
return f'{PYTORCH_DOCS}{doc_path}{ext}#{fnlink}'
|
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] |
Returns link to pytorch docs of `ft`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L288-L308
|
train
|
Returns link to pytorch docs of ft.
|
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(6042 - 5931) + chr(521 - 469) + chr(1901 - 1850), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(50) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(533 - 422) + chr(0b11000 + 0o32) + chr(0b10101 + 0o36) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(2985 - 2874) + chr(55) + chr(0b100000 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(304 - 255) + chr(0b110101) + chr(0b1010 + 0o55), 19349 - 19341), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\061' + '\x31' + '\061', 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\063' + '\064' + chr(0b110000), 48901 - 48893), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110110) + chr(0b110010), 5441 - 5433), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110000) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + '\x33' + chr(798 - 750) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + '\x31' + chr(49) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(2580 - 2469) + chr(917 - 866) + '\064' + chr(0b110101), 27558 - 27550), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + '\x31' + chr(2763 - 2708) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + '\061', 41964 - 41956), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(1146 - 1091) + chr(52), 16137 - 16129), ehT0Px3KOsy9(chr(526 - 478) + '\x6f' + chr(2129 - 2079) + '\060' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + '\063' + chr(0b111 + 0o54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\067' + '\x34', 0b1000), ehT0Px3KOsy9(chr(1696 - 1648) + '\157' + chr(0b110001) + '\x30' + chr(282 - 234), 48082 - 48074), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(2658 - 2603) + chr(0b101011 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(1730 - 1682) + chr(0b1101111) + chr(2290 - 2241) + chr(0b11110 + 0o30) + '\063', 35681 - 35673), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(1050 - 1002) + chr(1114 - 1066), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(573 - 518) + chr(0b10011 + 0o44), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\066' + chr(0b11000 + 0o30), 46554 - 46546), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\062' + chr(1933 - 1885), 45561 - 45553), ehT0Px3KOsy9('\x30' + chr(111) + chr(828 - 779) + chr(0b110110) + '\067', 48017 - 48009), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(53) + chr(55), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(1139 - 1090) + '\064', 59030 - 59022), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + '\063' + chr(0b100010 + 0o25) + '\x31', 19013 - 19005), ehT0Px3KOsy9(chr(1500 - 1452) + chr(8988 - 8877) + chr(0b110011) + '\063' + chr(0b11 + 0o55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1011001 + 0o26) + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4364 - 4253) + chr(745 - 695) + chr(0b110001) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(51) + '\061' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(907 - 859) + chr(5363 - 5252) + chr(49) + chr(0b110001 + 0o0), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + chr(50) + chr(0b110010) + chr(2044 - 1990), 55064 - 55056), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\x31' + chr(1573 - 1518) + chr(0b100011 + 0o22), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110111) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(48) + '\066', 29257 - 29249)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(6498 - 6387) + chr(53) + chr(0b11000 + 0o30), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(6268 - 6168) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1000101 + 0o37) + chr(0b1100101))(chr(0b1010000 + 0o45) + chr(116) + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KwvZE2efTphi(Pyfw5TwM5dhJ) -> M8_cKLkHVB2V:
AIvJRzLdDfgF = Pyfw5TwM5dhJ.Gbej4oZqKLA6
gC4CNOEOq9Vm = xafqLlk3kkUe(SXOLrMavuUCe(b'\r9\xedR\x03'), chr(0b111111 + 0o45) + '\145' + '\x63' + chr(8315 - 8204) + '\x64' + '\x65')('\165' + '\164' + chr(3900 - 3798) + chr(0b101101) + '\070')
if AIvJRzLdDfgF == xafqLlk3kkUe(SXOLrMavuUCe(b'G4\xefV\x0c,'), '\144' + chr(101) + '\143' + chr(0b1101111) + '\x64' + '\145')(chr(0b100101 + 0o120) + '\x74' + chr(0b101011 + 0o73) + chr(45) + chr(1976 - 1920)):
return f'{JaSQcsajdhQa}tensor_attributes{gC4CNOEOq9Vm}#torch-device'
if AIvJRzLdDfgF == xafqLlk3kkUe(SXOLrMavuUCe(b'w4\xf7L\x00;'), chr(100) + '\x65' + chr(0b1100011) + '\x6f' + chr(7784 - 7684) + chr(9461 - 9360))(chr(0b110111 + 0o76) + chr(0b1000010 + 0o62) + chr(0b1100110) + chr(0b10010 + 0o33) + chr(56)):
return f'{JaSQcsajdhQa}tensors{gC4CNOEOq9Vm}#torch-tensor'
if xafqLlk3kkUe(AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'P%\xf8M\x1b:\x97[\xb1\xaa'), '\x64' + chr(9645 - 9544) + '\x63' + chr(111) + '\x64' + chr(0b10011 + 0o122))(chr(0b1110101) + chr(0b110011 + 0o101) + chr(7822 - 7720) + chr(45) + chr(0b1100 + 0o54)))(xafqLlk3kkUe(SXOLrMavuUCe(b'W>\xeb\\\x07?\x89A\xac\xad!'), chr(100) + chr(0b111011 + 0o52) + chr(99) + chr(7873 - 7762) + chr(100) + chr(0b1010010 + 0o23))(chr(0b111001 + 0o74) + '\164' + chr(0b1100110) + chr(0b100101 + 0o10) + chr(56))):
X9nEnejf8SbU = ZveS0Yf2UZsn(Pyfw5TwM5dhJ).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(0b100010 + 0o102) + '\x65' + chr(99) + '\x6f' + chr(6705 - 6605) + chr(0b1010111 + 0o16))('\165' + chr(0b1110100) + chr(0b1000011 + 0o43) + chr(1497 - 1452) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), '\x64' + '\x65' + chr(99) + chr(0b1101111) + chr(4985 - 4885) + chr(0b1010101 + 0o20))(chr(117) + chr(0b1010011 + 0o41) + chr(0b1100110) + '\x2d' + '\x38'))
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'J"\xf4P\x0b<\x8cW'), chr(0b1010001 + 0o23) + chr(4511 - 4410) + '\143' + chr(0b101101 + 0o102) + chr(100) + chr(0b1100101))(chr(9173 - 9056) + chr(0b1110100) + '\x66' + '\055' + chr(56)))(Pyfw5TwM5dhJ):
AIvJRzLdDfgF = AIvJRzLdDfgF.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), '\x64' + chr(1358 - 1257) + '\x63' + chr(1317 - 1206) + chr(4188 - 4088) + chr(0b1100101))(chr(2162 - 2045) + chr(10347 - 10231) + chr(102) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1000 + 0o147) + chr(0b1100100) + '\x65')(chr(0b1110101) + '\164' + chr(0b1100110) + '\x2d' + '\x38'))
return f'{JaSQcsajdhQa}{X9nEnejf8SbU}{gC4CNOEOq9Vm}#{AIvJRzLdDfgF}'
if xafqLlk3kkUe(AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'P%\xf8M\x1b:\x97[\xb1\xaa'), '\x64' + '\145' + chr(6012 - 5913) + chr(0b1101111) + chr(0b1001000 + 0o34) + chr(8235 - 8134))('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'W>\xeb\\\x07g\x8e\\'), '\144' + chr(101) + chr(8002 - 7903) + '\157' + chr(0b1100100) + chr(4069 - 3968))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38')) and xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'J"\xf4P\x0b<\x8cW'), '\144' + '\x65' + chr(0b1100011) + chr(0b11111 + 0o120) + '\144' + '\145')(chr(0b1110101) + chr(116) + chr(0b11110 + 0o110) + chr(45) + chr(1578 - 1522)))(Pyfw5TwM5dhJ):
fzYpHiqOfahG = AIvJRzLdDfgF.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(100) + '\x65' + '\x63' + chr(111) + '\144' + '\145')('\x75' + chr(10005 - 9889) + '\x66' + chr(45) + chr(0b0 + 0o70)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), chr(0b101101 + 0o67) + chr(101) + chr(99) + chr(12037 - 11926) + '\144' + '\145')(chr(0b1110101) + '\164' + chr(6590 - 6488) + chr(45) + chr(2373 - 2317)))
return f'{JaSQcsajdhQa}nn{gC4CNOEOq9Vm}#{fzYpHiqOfahG}'
L5ghGbOkzBG7 = ZveS0Yf2UZsn(Pyfw5TwM5dhJ).split(xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(0b1100100) + '\145' + chr(99) + '\157' + chr(0b0 + 0o144) + chr(3629 - 3528))('\165' + chr(0b101101 + 0o107) + chr(102) + chr(0b100111 + 0o6) + '\x38'))
if c2A0yzQpDQB3(L5ghGbOkzBG7) == ehT0Px3KOsy9('\x30' + '\157' + chr(1452 - 1403), ord("\x08")):
return f'{JaSQcsajdhQa}{L5ghGbOkzBG7[0]}{gC4CNOEOq9Vm}#{L5ghGbOkzBG7[0]}.{AIvJRzLdDfgF}'
VRaYxwVeIO1g = ehT0Px3KOsy9('\060' + '\x6f' + '\061', 8) if L5ghGbOkzBG7[ehT0Px3KOsy9('\x30' + chr(10048 - 9937) + '\061', 8)] == xafqLlk3kkUe(SXOLrMavuUCe(b'V%\xf0S\x1c'), chr(9328 - 9228) + chr(0b1100101) + chr(0b11011 + 0o110) + '\x6f' + '\x64' + chr(0b1100101))('\165' + '\164' + chr(0b110101 + 0o61) + chr(0b101101) + chr(56)) else ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(0b11100 + 0o24), ord("\x08"))
X9nEnejf8SbU = L5ghGbOkzBG7[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001), 8) + VRaYxwVeIO1g]
if xafqLlk3kkUe(kzXqv8ZZwm75, xafqLlk3kkUe(SXOLrMavuUCe(b'J"\xf4P\x0b<\x8cW'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + chr(100) + chr(101))(chr(6006 - 5889) + '\x74' + chr(102) + chr(0b111 + 0o46) + chr(1401 - 1345)))(Pyfw5TwM5dhJ):
return f'{JaSQcsajdhQa}{X9nEnejf8SbU}{gC4CNOEOq9Vm}#module-{AIvJRzLdDfgF}'
zCZTaHBpyhZe = xafqLlk3kkUe(SXOLrMavuUCe(b'\r'), chr(436 - 336) + chr(0b1010110 + 0o17) + chr(0b1111 + 0o124) + chr(0b1001000 + 0o47) + chr(0b1100100) + chr(0b1100101))('\165' + chr(8626 - 8510) + '\x66' + chr(0b10110 + 0o27) + '\070').join(L5ghGbOkzBG7[:ehT0Px3KOsy9(chr(210 - 162) + chr(183 - 72) + '\x32', 0b1000) + VRaYxwVeIO1g] + [AIvJRzLdDfgF])
return f'{JaSQcsajdhQa}{X9nEnejf8SbU}{gC4CNOEOq9Vm}#{zCZTaHBpyhZe}'
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_source_link
|
def get_source_link(file, line, display_text="[source]", **kwargs)->str:
"Returns github link for given file"
link = f"{SOURCE_URL}{file}#L{line}"
if display_text is None: return link
return f'<a href="{link}" class="source_link" style="float:right">{display_text}</a>'
|
python
|
def get_source_link(file, line, display_text="[source]", **kwargs)->str:
"Returns github link for given file"
link = f"{SOURCE_URL}{file}#L{line}"
if display_text is None: return link
return f'<a href="{link}" class="source_link" style="float:right">{display_text}</a>'
|
[
"def",
"get_source_link",
"(",
"file",
",",
"line",
",",
"display_text",
"=",
"\"[source]\"",
",",
"*",
"*",
"kwargs",
")",
"->",
"str",
":",
"link",
"=",
"f\"{SOURCE_URL}{file}#L{line}\"",
"if",
"display_text",
"is",
"None",
":",
"return",
"link",
"return",
"f'<a href=\"{link}\" class=\"source_link\" style=\"float:right\">{display_text}</a>'"
] |
Returns github link for given file
|
[
"Returns",
"github",
"link",
"for",
"given",
"file"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L310-L314
|
train
|
Returns github link for given file
|
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) + '\062' + '\x36' + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(3494 - 3383) + chr(1033 - 983) + '\x37' + chr(0b110000), 12727 - 12719), ehT0Px3KOsy9('\060' + chr(4180 - 4069) + '\x32' + chr(1762 - 1708) + chr(335 - 280), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x30' + chr(53), 59575 - 59567), ehT0Px3KOsy9(chr(1579 - 1531) + '\157' + '\x32' + chr(0b110011) + '\061', 0o10), ehT0Px3KOsy9(chr(674 - 626) + chr(111) + chr(51) + chr(53) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1789 - 1741) + '\x6f' + chr(2053 - 1998), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\064', 12868 - 12860), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(2570 - 2517) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(50) + chr(639 - 584), 43920 - 43912), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x32' + chr(0b101000 + 0o16) + chr(52), 63435 - 63427), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(49) + chr(0b101100 + 0o4) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1089 - 1040) + chr(0b11001 + 0o27) + chr(0b100001 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(1947 - 1894) + chr(0b11010 + 0o31), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3790 - 3679) + chr(0b1011 + 0o47) + chr(724 - 671) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\x31' + chr(2246 - 2193) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(9940 - 9829) + chr(0b110010) + chr(2126 - 2076) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1278 - 1228) + '\x37' + chr(0b101101 + 0o10), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(2059 - 2005) + chr(0b101100 + 0o12), 38152 - 38144), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b10000 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(391 - 342) + '\062' + '\061', 61591 - 61583), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b101101 + 0o5) + chr(0b101110 + 0o5), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2207 - 2152) + chr(2555 - 2501), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(439 - 388) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1338 - 1290) + '\x6f' + chr(0b10101 + 0o35) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1779 - 1731) + chr(0b1101111) + '\x36' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b110100) + chr(747 - 693), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b11000 + 0o32) + '\x35' + chr(0b101001 + 0o12), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b100011 + 0o16) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b10000 + 0o42) + chr(0b11101 + 0o26) + '\x32', 41577 - 41569), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b101 + 0o152) + chr(2508 - 2457) + chr(1859 - 1809) + chr(0b110101), 12675 - 12667), ehT0Px3KOsy9('\x30' + chr(2742 - 2631) + chr(1348 - 1299) + chr(54) + chr(1190 - 1140), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(51) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(1327 - 1278) + chr(2288 - 2233) + chr(0b101110 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(5387 - 5276) + chr(796 - 746) + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + chr(55) + chr(1673 - 1621), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010 + 0o0) + chr(0b110001) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4866 - 4755) + chr(51) + chr(2242 - 2194) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x34' + chr(54), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\066', 13566 - 13558)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(9914 - 9803) + chr(53) + chr(913 - 865), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c'), chr(0b1100000 + 0o4) + chr(1658 - 1557) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(611 - 510))(chr(13501 - 13384) + chr(0b1110100) + '\x66' + chr(0b1 + 0o54) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OYvoOjuFNK8Q(sHThYHEt4PLu, LycYkDpyelF6, uzhl1OvGTpJ9=xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9\xcb\xd8\xf0\xeb\x8cbY'), chr(762 - 662) + chr(101) + chr(8121 - 8022) + '\x6f' + chr(5861 - 5761) + chr(101))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + chr(0b110111 + 0o1)), **M8EIoTs2GJXE) -> M8_cKLkHVB2V:
HKXay_x3pZk5 = f'{cIXLyemsb54u}{sHThYHEt4PLu}#L{LycYkDpyelF6}'
if uzhl1OvGTpJ9 is None:
return HKXay_x3pZk5
return f'<a href="{HKXay_x3pZk5}" class="source_link" style="float:right">{uzhl1OvGTpJ9}</a>'
|
fastai/fastai
|
fastai/gen_doc/nbdoc.py
|
get_function_source
|
def get_function_source(ft, **kwargs)->str:
"Returns link to `ft` in source code."
try: line = inspect.getsourcelines(ft)[1]
except Exception: return ''
mod_path = get_module_name(ft).replace('.', '/') + '.py'
return get_source_link(mod_path, line, **kwargs)
|
python
|
def get_function_source(ft, **kwargs)->str:
"Returns link to `ft` in source code."
try: line = inspect.getsourcelines(ft)[1]
except Exception: return ''
mod_path = get_module_name(ft).replace('.', '/') + '.py'
return get_source_link(mod_path, line, **kwargs)
|
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"*",
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")",
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"str",
":",
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"line",
"=",
"inspect",
".",
"getsourcelines",
"(",
"ft",
")",
"[",
"1",
"]",
"except",
"Exception",
":",
"return",
"''",
"mod_path",
"=",
"get_module_name",
"(",
"ft",
")",
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"replace",
"(",
"'.'",
",",
"'/'",
")",
"+",
"'.py'",
"return",
"get_source_link",
"(",
"mod_path",
",",
"line",
",",
"*",
"*",
"kwargs",
")"
] |
Returns link to `ft` in source code.
|
[
"Returns",
"link",
"to",
"ft",
"in",
"source",
"code",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/nbdoc.py#L316-L321
|
train
|
Returns link to ft in source code.
|
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(0b11111 + 0o21) + chr(0b1101111) + chr(0b10011 + 0o37) + chr(451 - 402) + chr(0b110010), 56061 - 56053), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10011 + 0o36) + chr(0b11011 + 0o31) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(52) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + '\x31' + '\x36' + chr(1445 - 1396), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062', 33549 - 33541), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o13) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4395 - 4284) + '\062' + '\066' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x37' + '\x32', 0b1000), ehT0Px3KOsy9(chr(1536 - 1488) + chr(111) + chr(0b110001) + chr(54) + '\066', 28219 - 28211), ehT0Px3KOsy9(chr(2031 - 1983) + chr(0b100 + 0o153) + chr(0b11 + 0o56) + chr(52) + chr(726 - 675), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x35' + chr(0b101111 + 0o10), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(329 - 278) + chr(165 - 110), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1609 - 1559) + chr(48) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1716 - 1667) + '\x32' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(861 - 813) + chr(0b110111 + 0o70) + chr(0b110001) + chr(1240 - 1187) + chr(1528 - 1480), 0o10), ehT0Px3KOsy9(chr(1670 - 1622) + chr(0b1101111) + chr(54) + chr(1792 - 1740), 40109 - 40101), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10010 + 0o41) + '\x31' + chr(0b1011 + 0o51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + '\x33' + '\064' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(49) + '\065', 3572 - 3564), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9(chr(1692 - 1644) + '\x6f' + chr(50) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b110010) + chr(0b110110) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\066' + chr(412 - 364), ord("\x08")), ehT0Px3KOsy9(chr(464 - 416) + chr(0b1001 + 0o146) + chr(0b100 + 0o57) + chr(53), 0b1000), ehT0Px3KOsy9(chr(2265 - 2217) + chr(0b10101 + 0o132) + chr(52) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x37' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(2893 - 2839), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(5033 - 4922) + chr(0b100 + 0o55) + '\x34' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6954 - 6843) + chr(51) + '\x34' + chr(0b110110), 42784 - 42776), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x35' + '\x34', 33404 - 33396), ehT0Px3KOsy9(chr(1058 - 1010) + '\x6f' + chr(0b110010) + chr(1843 - 1789) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1674 - 1626) + chr(0b10110 + 0o131) + chr(52) + chr(0b100000 + 0o23), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1632 - 1582) + chr(213 - 164) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(548 - 497), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(2207 - 2156) + '\x32', 8094 - 8086), ehT0Px3KOsy9(chr(1849 - 1801) + chr(0b1101111) + chr(993 - 943) + '\x35' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x36' + chr(1090 - 1036), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2524 - 2471) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4'), chr(0b101000 + 0o74) + chr(101) + '\143' + chr(0b1100000 + 0o17) + chr(100) + chr(627 - 526))(chr(0b100100 + 0o121) + chr(0b1110011 + 0o1) + chr(0b1000100 + 0o42) + '\x2d' + chr(0b110011 + 0o5)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def nkJbZF1gHuZm(Pyfw5TwM5dhJ, **M8EIoTs2GJXE) -> M8_cKLkHVB2V:
try:
LycYkDpyelF6 = kzXqv8ZZwm75.getsourcelines(Pyfw5TwM5dhJ)[ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + '\061', 22607 - 22599)]
except jLmadlzMdunT:
return xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b11001 + 0o113) + chr(0b1001 + 0o134) + chr(99) + chr(111) + chr(100) + '\x65')(chr(4629 - 4512) + '\164' + '\x66' + chr(0b11101 + 0o20) + chr(56))
yVuodkWbpnWd = ZveS0Yf2UZsn(Pyfw5TwM5dhJ).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4'), chr(100) + chr(101) + '\x63' + chr(0b1000 + 0o147) + '\144' + '\x65')(chr(117) + chr(0b1001011 + 0o51) + '\146' + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5'), chr(0b1010011 + 0o21) + chr(101) + chr(0b1010011 + 0o20) + chr(0b1101111) + chr(7665 - 7565) + chr(101))(chr(0b101111 + 0o106) + chr(116) + chr(0b1100110) + chr(0b11011 + 0o22) + chr(2994 - 2938))) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\x17Z'), '\144' + chr(822 - 721) + '\143' + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1100011 + 0o22) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070')
return OYvoOjuFNK8Q(yVuodkWbpnWd, LycYkDpyelF6, **M8EIoTs2GJXE)
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
find_comment_markers
|
def find_comment_markers(cellsource):
"""Look through the cell source for comments which affect nbval's behaviour
Yield an iterable of ``(MARKER_TYPE, True)``.
"""
found = {}
for line in cellsource.splitlines():
line = line.strip()
if line.startswith('#'):
# print("Found comment in '{}'".format(line))
comment = line.lstrip('#').strip()
if comment in comment_markers:
# print("Found marker {}".format(comment))
marker = comment_markers[comment]
if not isinstance(marker, tuple):
# If not an explicit tuple ('option', True/False),
# imply ('option', True)
marker = (marker, True)
marker_type = marker[0]
if marker_type in found:
warnings.warn(
"Conflicting comment markers found, using the latest: "
" %s VS %s" %
(found[marker_type], comment))
found[marker_type] = comment
yield marker
|
python
|
def find_comment_markers(cellsource):
"""Look through the cell source for comments which affect nbval's behaviour
Yield an iterable of ``(MARKER_TYPE, True)``.
"""
found = {}
for line in cellsource.splitlines():
line = line.strip()
if line.startswith('#'):
# print("Found comment in '{}'".format(line))
comment = line.lstrip('#').strip()
if comment in comment_markers:
# print("Found marker {}".format(comment))
marker = comment_markers[comment]
if not isinstance(marker, tuple):
# If not an explicit tuple ('option', True/False),
# imply ('option', True)
marker = (marker, True)
marker_type = marker[0]
if marker_type in found:
warnings.warn(
"Conflicting comment markers found, using the latest: "
" %s VS %s" %
(found[marker_type], comment))
found[marker_type] = comment
yield marker
|
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] |
Look through the cell source for comments which affect nbval's behaviour
Yield an iterable of ``(MARKER_TYPE, True)``.
|
[
"Look",
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"behaviour"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L135-L160
|
train
|
Find comment markers in the nbval cell source. Yields an iterable of ( marker_type 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('\x30' + '\x6f' + chr(1357 - 1306) + chr(49) + chr(0b1100 + 0o45), 0b1000), ehT0Px3KOsy9('\060' + chr(9991 - 9880) + '\063' + '\064' + chr(0b110111), 8689 - 8681), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b110010) + '\060', 23600 - 23592), ehT0Px3KOsy9('\060' + '\x6f' + chr(198 - 148) + chr(0b110000 + 0o6) + chr(0b11111 + 0o25), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + chr(51) + chr(50) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(1086 - 1037) + chr(0b1111 + 0o41) + chr(0b11111 + 0o22), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\067' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1910 - 1862) + '\157' + chr(49) + chr(0b100 + 0o60) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(6850 - 6739) + chr(2279 - 2230) + chr(49) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + '\061' + chr(0b110110) + chr(0b11000 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + chr(0b110011) + chr(0b10111 + 0o32), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(51) + chr(246 - 196), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x36' + chr(52), 1366 - 1358), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b111 + 0o150) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(2825 - 2714) + chr(0b110001 + 0o4) + chr(0b110010), 6365 - 6357), ehT0Px3KOsy9(chr(1759 - 1711) + chr(0b1000001 + 0o56) + chr(0b10 + 0o57) + chr(2393 - 2342) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(1468 - 1419) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + chr(49) + chr(48) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b11111 + 0o26) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(48) + chr(0b101110 + 0o5), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10 + 0o57) + '\063' + chr(0b100010 + 0o21), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110100) + chr(1586 - 1537), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4190 - 4079) + chr(50) + '\x30' + chr(665 - 612), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1288 - 1238) + chr(0b101111 + 0o5) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(2626 - 2515) + chr(1785 - 1734) + chr(0b101001 + 0o11) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(3855 - 3744) + '\063' + '\x32' + '\064', 3834 - 3826), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2870 - 2816) + chr(210 - 158), 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + '\061' + chr(48) + chr(115 - 65), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b10100 + 0o133) + chr(1378 - 1329) + chr(701 - 651) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101110 + 0o4) + chr(48) + chr(0b1101 + 0o50), 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101010 + 0o5) + '\x33' + '\x35' + chr(50), 0o10), ehT0Px3KOsy9(chr(393 - 345) + chr(12293 - 12182) + '\x32' + chr(54) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + chr(50) + chr(0b11001 + 0o31) + chr(0b10001 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11529 - 11418) + chr(367 - 317) + chr(0b110010) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(0b11111 + 0o24) + chr(53) + '\067', 0o10), ehT0Px3KOsy9(chr(1230 - 1182) + chr(0b1011101 + 0o22) + chr(50) + chr(0b1111 + 0o50) + '\x31', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(804 - 755) + chr(0b110110) + chr(50), 9839 - 9831), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o5) + chr(0b110001) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1670 - 1615) + chr(1008 - 954), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1696 - 1643) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), '\x64' + '\145' + chr(99) + chr(0b111111 + 0o60) + chr(6441 - 6341) + '\x65')(chr(0b1100011 + 0o22) + chr(8044 - 7928) + chr(8364 - 8262) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def uss33uEtKDPh(iVQF_VlQysCz):
PCyJ03LCCQIZ = {}
for LycYkDpyelF6 in xafqLlk3kkUe(iVQF_VlQysCz, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x97|\xdd\xa4-\xd0\r+\x02'), chr(100) + '\x65' + chr(568 - 469) + chr(0b1101111) + chr(0b110101 + 0o57) + chr(0b100111 + 0o76))('\165' + chr(0b1110011 + 0o1) + '\146' + '\x2d' + chr(0b1111 + 0o51)))():
LycYkDpyelF6 = LycYkDpyelF6.strip()
if xafqLlk3kkUe(LycYkDpyelF6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\x93q\xc6\xa42\xce\n:\x19'), '\x64' + chr(929 - 828) + '\x63' + '\x6f' + chr(100) + chr(0b111000 + 0o55))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), '\x64' + '\x65' + '\x63' + '\157' + chr(100) + chr(0b10100 + 0o121))(chr(0b1110101) + '\x74' + chr(0b11110 + 0o110) + '\055' + '\x38')):
mUoZPwXPQG1p = LycYkDpyelF6.lstrip(xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), '\x64' + '\145' + chr(0b1100011) + chr(9124 - 9013) + chr(282 - 182) + chr(10113 - 10012))(chr(0b11000 + 0o135) + chr(0b11111 + 0o125) + chr(0b111010 + 0o54) + chr(0b101101) + '\070')).strip()
if mUoZPwXPQG1p in fb7roG_pLI5N:
IlcOv8IlLAGL = fb7roG_pLI5N[mUoZPwXPQG1p]
if not PlSM16l2KDPD(IlcOv8IlLAGL, KNyTy8rYcwji):
IlcOv8IlLAGL = (IlcOv8IlLAGL, ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\x31', 0o10))
eXOh0BL0jzES = IlcOv8IlLAGL[ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + chr(0b101111 + 0o1), 8)]
if eXOh0BL0jzES in PCyJ03LCCQIZ:
xafqLlk3kkUe(fJoTPf8D_opC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\xa3U\xda\x9e\x03\xd8\x01\x08?R\xf7'), chr(100) + chr(9587 - 9486) + '\143' + chr(111) + chr(100) + chr(0b1100101))(chr(0b1001011 + 0o52) + chr(116) + chr(0b1100110) + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b"\x8a\x88~\xd2\xbc(\xda\x17'\x1f~\xbaWoG5-.p\x88\xae:\x93\xee\xc3\xa5\xa7\x14$=\xf0\x84\xd3\xbc\xb5\x9a\xca\x1b\xe2Y\xe9\x93x\xd1\xf0-\xd8\x17+\x02m\xa0\x14 \x0f+h\x16W\x88\xe6("), '\144' + chr(0b1010001 + 0o24) + chr(0b1100011) + '\157' + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(564 - 519) + chr(0b110101 + 0o3)) % (PCyJ03LCCQIZ[eXOh0BL0jzES], mUoZPwXPQG1p))
PCyJ03LCCQIZ[eXOh0BL0jzES] = mUoZPwXPQG1p
yield IlcOv8IlLAGL
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
coalesce_streams
|
def coalesce_streams(outputs):
"""
Merge all stream outputs with shared names into single streams
to ensure deterministic outputs.
Parameters
----------
outputs : iterable of NotebookNodes
Outputs being processed
"""
if not outputs:
return outputs
new_outputs = []
streams = {}
for output in outputs:
if (output.output_type == 'stream'):
if output.name in streams:
streams[output.name].text += output.text
else:
new_outputs.append(output)
streams[output.name] = output
else:
new_outputs.append(output)
# process \r and \b characters
for output in streams.values():
old = output.text
while len(output.text) < len(old):
old = output.text
# Cancel out anything-but-newline followed by backspace
output.text = backspace_pat.sub('', output.text)
# Replace all carriage returns not followed by newline
output.text = carriagereturn_pat.sub('', output.text)
return new_outputs
|
python
|
def coalesce_streams(outputs):
"""
Merge all stream outputs with shared names into single streams
to ensure deterministic outputs.
Parameters
----------
outputs : iterable of NotebookNodes
Outputs being processed
"""
if not outputs:
return outputs
new_outputs = []
streams = {}
for output in outputs:
if (output.output_type == 'stream'):
if output.name in streams:
streams[output.name].text += output.text
else:
new_outputs.append(output)
streams[output.name] = output
else:
new_outputs.append(output)
# process \r and \b characters
for output in streams.values():
old = output.text
while len(output.text) < len(old):
old = output.text
# Cancel out anything-but-newline followed by backspace
output.text = backspace_pat.sub('', output.text)
# Replace all carriage returns not followed by newline
output.text = carriagereturn_pat.sub('', output.text)
return new_outputs
|
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] |
Merge all stream outputs with shared names into single streams
to ensure deterministic outputs.
Parameters
----------
outputs : iterable of NotebookNodes
Outputs being processed
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L796-L831
|
train
|
Coalesce all stream outputs with shared names into single streams.
|
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(0b101 + 0o53) + chr(0b110 + 0o151) + '\x33' + chr(0b101000 + 0o17) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(309 - 256) + chr(55), 13468 - 13460), ehT0Px3KOsy9(chr(1505 - 1457) + chr(0b1101111) + '\x33' + '\x33' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(864 - 814) + '\066' + '\064', 16502 - 16494), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(548 - 499) + '\062' + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b1011 + 0o47) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\x33' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(49) + chr(55) + chr(2708 - 2654), 51639 - 51631), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1010 + 0o53) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x31' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1102 - 1052) + chr(0b110010) + '\063', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110000) + chr(0b100001 + 0o21), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b1000 + 0o56) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(0b11100 + 0o27) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(48) + '\066', 57676 - 57668), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1001 + 0o51) + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(1825 - 1774) + '\x30' + chr(2133 - 2084), 0o10), ehT0Px3KOsy9(chr(498 - 450) + '\157' + chr(0b110000 + 0o1), 0o10), ehT0Px3KOsy9(chr(1984 - 1936) + '\x6f' + '\063' + '\067' + '\064', 19443 - 19435), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(52) + chr(0b100101 + 0o14), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\063' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110001) + '\x35', 52508 - 52500), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x31' + chr(0b100010 + 0o24), 0o10), ehT0Px3KOsy9(chr(1089 - 1041) + '\157' + '\062' + chr(0b101000 + 0o17) + chr(0b110011), 43309 - 43301), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1010 + 0o47) + chr(48) + '\063', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(5313 - 5202) + chr(0b110010) + chr(1468 - 1413) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10100 + 0o42) + chr(0b110100), 58256 - 58248), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110110 + 0o0) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b11101 + 0o122) + '\x33' + chr(540 - 489) + '\x36', 5131 - 5123), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(50) + chr(0b100001 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2598 - 2547) + '\x34' + chr(805 - 752), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1101111) + chr(0b1110 + 0o44) + chr(0b110111) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101100 + 0o3) + chr(50) + chr(0b100101 + 0o13) + chr(0b100110 + 0o15), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(659 - 609) + chr(0b111 + 0o55), 0b1000), ehT0Px3KOsy9(chr(1293 - 1245) + '\x6f' + chr(51) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(51) + chr(53) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(423 - 374) + chr(55) + chr(0b1 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(865 - 817) + chr(111) + chr(0b110010) + chr(51) + chr(52), 31591 - 31583)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(53) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b10110 + 0o131) + chr(2566 - 2466) + chr(0b110010 + 0o63))(chr(11569 - 11452) + chr(0b1110100) + '\x66' + chr(0b100 + 0o51) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mz3pEYInaMex(Dx_DllZ8uCko):
if not Dx_DllZ8uCko:
return Dx_DllZ8uCko
d8i9ZxU_LQk5 = []
ewvdFucvSVcz = {}
for e1jVqMSBZ01Y in Dx_DllZ8uCko:
if xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\x1a\xac\xc4$\xe7\xc5\nS\xbe\xf6'), chr(100) + '\145' + '\143' + chr(8655 - 8544) + chr(0b1100100) + chr(0b1001111 + 0o26))(chr(117) + chr(0b1000110 + 0o56) + chr(7182 - 7080) + '\055' + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\x1b\xaa\xd10\xfe'), chr(100) + chr(0b1100101) + chr(8562 - 8463) + '\157' + chr(5192 - 5092) + chr(101))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + '\x38'):
if xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9&\xae\xfe\x03\xe9\xd6\x1an\xa8\xf4\x84'), chr(0b1100100) + chr(530 - 429) + '\143' + '\157' + chr(3116 - 3016) + chr(101))('\x75' + chr(0b1110100) + chr(7897 - 7795) + chr(0b100001 + 0o14) + chr(56))) in ewvdFucvSVcz:
ewvdFucvSVcz[e1jVqMSBZ01Y.name].Ah1rInvg48Hb += e1jVqMSBZ01Y.Ah1rInvg48Hb
else:
xafqLlk3kkUe(d8i9ZxU_LQk5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x1f\xa8\xd1?\xf7'), chr(9843 - 9743) + '\x65' + chr(0b1100011) + chr(0b11000 + 0o127) + chr(100) + '\145')(chr(0b110011 + 0o102) + '\164' + chr(1196 - 1094) + '\x2d' + chr(0b111000)))(e1jVqMSBZ01Y)
ewvdFucvSVcz[e1jVqMSBZ01Y.AIvJRzLdDfgF] = e1jVqMSBZ01Y
else:
xafqLlk3kkUe(d8i9ZxU_LQk5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x1f\xa8\xd1?\xf7'), chr(0b1011101 + 0o7) + chr(101) + chr(0b1100011) + chr(111) + chr(100) + '\x65')(chr(0b1101110 + 0o7) + chr(116) + '\x66' + chr(45) + chr(56)))(e1jVqMSBZ01Y)
for e1jVqMSBZ01Y in xafqLlk3kkUe(ewvdFucvSVcz, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab?\xb6\xf7\x1f\xe6\xafJb\xff\xf7\xa0'), '\144' + chr(101) + chr(99) + chr(111) + chr(498 - 398) + chr(8785 - 8684))(chr(674 - 557) + '\x74' + chr(6686 - 6584) + '\x2d' + chr(0b11111 + 0o31)))():
EeUncFPrmKTd = e1jVqMSBZ01Y.Ah1rInvg48Hb
while c2A0yzQpDQB3(xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\x07\xe9\xc6\x18\xfd\xec\x19\x1e\xf6\xdb\xa0'), chr(100) + '\145' + chr(99) + '\157' + chr(1876 - 1776) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b10110 + 0o120) + '\x2d' + '\x38'))) < c2A0yzQpDQB3(EeUncFPrmKTd):
EeUncFPrmKTd = e1jVqMSBZ01Y.Ah1rInvg48Hb
e1jVqMSBZ01Y.Ah1rInvg48Hb = IAFOG8bbv84u.sub(xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b110110 + 0o56) + chr(101) + '\143' + chr(111) + chr(100) + chr(0b1000110 + 0o37))(chr(5534 - 5417) + '\164' + chr(3210 - 3108) + '\055' + '\x38'), e1jVqMSBZ01Y.Ah1rInvg48Hb)
e1jVqMSBZ01Y.Ah1rInvg48Hb = pFKoMuwsRJ6W.sub(xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(1321 - 1221) + chr(0b1011101 + 0o10) + chr(0b1100011) + chr(6186 - 6075) + chr(100) + chr(0b1100101))('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38'), e1jVqMSBZ01Y.Ah1rInvg48Hb)
return d8i9ZxU_LQk5
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
transform_streams_for_comparison
|
def transform_streams_for_comparison(outputs):
"""Makes failure output for streams better by having key be the stream name"""
new_outputs = []
for output in outputs:
if (output.output_type == 'stream'):
# Transform output
new_outputs.append({
'output_type': 'stream',
output.name: output.text,
})
else:
new_outputs.append(output)
return new_outputs
|
python
|
def transform_streams_for_comparison(outputs):
"""Makes failure output for streams better by having key be the stream name"""
new_outputs = []
for output in outputs:
if (output.output_type == 'stream'):
# Transform output
new_outputs.append({
'output_type': 'stream',
output.name: output.text,
})
else:
new_outputs.append(output)
return new_outputs
|
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] |
Makes failure output for streams better by having key be the stream name
|
[
"Makes",
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"by",
"having",
"key",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L834-L846
|
train
|
Makes failure output for streams better by having key be the stream name
|
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(2971 - 2860) + chr(195 - 146) + '\063' + '\067', 58654 - 58646), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b10 + 0o65) + chr(458 - 406), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101100 + 0o3) + '\067' + chr(0b10101 + 0o36), 19485 - 19477), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o52) + chr(51) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(2349 - 2300) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1869 - 1758) + chr(50) + chr(0b110100 + 0o1) + chr(0b110011), 51141 - 51133), ehT0Px3KOsy9(chr(1798 - 1750) + '\x6f' + '\062' + chr(0b110100) + chr(0b100000 + 0o25), 13831 - 13823), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(687 - 638) + '\061' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110011) + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(50) + chr(0b10100 + 0o40) + '\065', 8), ehT0Px3KOsy9(chr(0b110000) + chr(2538 - 2427) + chr(51) + chr(50) + '\x31', 57099 - 57091), ehT0Px3KOsy9('\x30' + chr(11549 - 11438) + chr(0b10111 + 0o32) + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9(chr(2042 - 1994) + chr(0b1101111) + '\063' + chr(0b11011 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\x33' + chr(0b110111) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b11110 + 0o26) + chr(1665 - 1612), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(133 - 84) + chr(0b110101) + chr(758 - 707), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x31' + chr(1311 - 1259), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6213 - 6102) + chr(1529 - 1479) + chr(49) + chr(52), 8), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x31' + chr(1048 - 993), 0o10), ehT0Px3KOsy9(chr(2239 - 2191) + chr(0b1101111) + chr(52) + '\060', 0b1000), ehT0Px3KOsy9(chr(1780 - 1732) + '\157' + chr(0b110001) + chr(0b10101 + 0o34) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(53) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(0b1110 + 0o50) + chr(425 - 376), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b100 + 0o57) + chr(0b110110) + chr(0b1101 + 0o46), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(49) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b10010 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(1759 - 1648) + chr(0b110101) + chr(0b110010), 19143 - 19135), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(1348 - 1298) + chr(0b110111) + chr(0b10010 + 0o40), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3349 - 3238) + chr(50) + '\x35' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(9820 - 9709) + chr(0b110011) + chr(0b100 + 0o61) + chr(0b110000), 50195 - 50187), ehT0Px3KOsy9(chr(391 - 343) + chr(0b1101111) + '\061' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1001101 + 0o42) + '\062' + chr(0b110010) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101010 + 0o10) + chr(1508 - 1459) + chr(54), 27153 - 27145), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(1017 - 965) + chr(983 - 932), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + '\x31' + chr(446 - 391) + chr(0b110000), 9735 - 9727), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + '\x32' + chr(0b101100 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(1833 - 1784) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010 + 0o1) + chr(0b1110 + 0o47), 19219 - 19211), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b110001 + 0o76) + chr(0b110001) + chr(0b110011) + '\067', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(2009 - 1956) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'q'), '\x64' + chr(0b1010001 + 0o24) + chr(0b1001101 + 0o26) + '\x6f' + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b101000 + 0o20)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vaSYFLtoRoZh(Dx_DllZ8uCko):
d8i9ZxU_LQk5 = []
for e1jVqMSBZ01Y in Dx_DllZ8uCko:
if xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'0\x89O\xed\xbe\xdf\xfa8\xe6\xd5\xb4'), chr(3625 - 3525) + chr(0b0 + 0o145) + chr(0b1100011) + chr(0b1101111) + chr(0b100101 + 0o77) + chr(0b100111 + 0o76))(chr(0b1010 + 0o153) + '\x74' + chr(1857 - 1755) + chr(0b11010 + 0o23) + chr(56))) == xafqLlk3kkUe(SXOLrMavuUCe(b',\x88I\xf8\xaa\xc6'), chr(0b10011 + 0o121) + '\145' + chr(0b100011 + 0o100) + '\157' + chr(7893 - 7793) + chr(0b1100101))(chr(0b110 + 0o157) + chr(13177 - 13061) + '\x66' + '\055' + '\x38'):
xafqLlk3kkUe(d8i9ZxU_LQk5, xafqLlk3kkUe(SXOLrMavuUCe(b'>\x8cK\xf8\xa5\xcf'), chr(0b1100100) + '\x65' + chr(0b10111 + 0o114) + '\157' + chr(0b1100100) + chr(0b11000 + 0o115))(chr(1638 - 1521) + '\164' + '\146' + '\055' + chr(0b111000)))({xafqLlk3kkUe(SXOLrMavuUCe(b'0\x89O\xed\xbe\xdf\xfa8\xe6\xd5\xb4'), chr(0b1100100) + chr(101) + chr(4101 - 4002) + chr(7419 - 7308) + '\x64' + '\x65')('\x75' + chr(8481 - 8365) + chr(0b1100110) + chr(0b101101) + chr(0b111000)): xafqLlk3kkUe(SXOLrMavuUCe(b',\x88I\xf8\xaa\xc6'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101011 + 0o4) + chr(8137 - 8037) + chr(0b1011101 + 0o10))(chr(11435 - 11318) + '\x74' + '\x66' + '\x2d' + chr(0b111000)), xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\xb5M\xd7\x99\xd1\xe9(\xdb\xc3\xb6\x1a'), '\x64' + chr(0b1100101) + chr(99) + '\157' + '\x64' + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(0b101101) + '\x38')): xafqLlk3kkUe(e1jVqMSBZ01Y, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e\x94\n\xef\x82\xc5\xd3+\xab\x9d\x99>'), '\x64' + '\145' + '\143' + chr(0b1000 + 0o147) + chr(0b1001100 + 0o30) + '\145')('\x75' + '\164' + chr(8751 - 8649) + chr(247 - 202) + chr(0b1100 + 0o54)))})
else:
xafqLlk3kkUe(d8i9ZxU_LQk5, xafqLlk3kkUe(SXOLrMavuUCe(b'>\x8cK\xf8\xa5\xcf'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')('\165' + chr(0b1011011 + 0o31) + chr(2155 - 2053) + chr(0b101101) + chr(0b111000)))(e1jVqMSBZ01Y)
return d8i9ZxU_LQk5
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
_trim_base64
|
def _trim_base64(s):
"""Trim and hash base64 strings"""
if len(s) > 64 and _base64.match(s.replace('\n', '')):
h = hash_string(s)
s = '%s...<snip base64, md5=%s...>' % (s[:8], h[:16])
return s
|
python
|
def _trim_base64(s):
"""Trim and hash base64 strings"""
if len(s) > 64 and _base64.match(s.replace('\n', '')):
h = hash_string(s)
s = '%s...<snip base64, md5=%s...>' % (s[:8], h[:16])
return s
|
[
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"(",
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"64",
"and",
"_base64",
".",
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"(",
"s",
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"replace",
"(",
"'\\n'",
",",
"''",
")",
")",
":",
"h",
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"hash_string",
"(",
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")",
"s",
"=",
"'%s...<snip base64, md5=%s...>'",
"%",
"(",
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"[",
":",
"8",
"]",
",",
"h",
"[",
":",
"16",
"]",
")",
"return",
"s"
] |
Trim and hash base64 strings
|
[
"Trim",
"and",
"hash",
"base64",
"strings"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L873-L878
|
train
|
Trim and hash base64 strings
|
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(1920 - 1809) + chr(0b110001) + '\x34' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11011 + 0o27) + chr(48) + '\061', 0b1000), ehT0Px3KOsy9(chr(2075 - 2027) + chr(111) + chr(429 - 375) + '\x33', 42824 - 42816), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100011 + 0o16) + chr(0b110100) + chr(53), 24927 - 24919), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(54) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2128 - 2017) + '\x31' + '\x34' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(908 - 860) + '\157' + '\x33' + chr(1344 - 1294) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(1112 - 1063) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\x32' + chr(0b110110) + chr(0b111 + 0o57), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2050 - 1999) + chr(0b110110) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(7858 - 7747) + '\062' + chr(2036 - 1981) + '\x33', 25650 - 25642), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(11491 - 11380) + chr(0b110001) + chr(0b110101) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b100100 + 0o113) + chr(50) + chr(53) + chr(0b10000 + 0o45), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1404 - 1354) + '\x35' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x35' + '\x30', 8), ehT0Px3KOsy9('\060' + '\157' + chr(535 - 484) + chr(0b110100) + chr(674 - 620), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(3491 - 3380) + chr(409 - 359) + chr(0b110101) + chr(373 - 325), 0o10), ehT0Px3KOsy9(chr(2130 - 2082) + chr(0b1010001 + 0o36) + chr(0b100111 + 0o12) + chr(0b101110 + 0o11) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\x37' + chr(313 - 259), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10011 + 0o37) + chr(0b110111) + chr(54), 45372 - 45364), ehT0Px3KOsy9(chr(521 - 473) + chr(0b10000 + 0o137) + '\x34' + chr(0b110001 + 0o4), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(49) + chr(0b111 + 0o53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(0b110011) + chr(0b11010 + 0o35) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1700 - 1652) + chr(111) + '\065' + '\061', 50913 - 50905), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110011) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(3904 - 3793) + chr(49) + chr(53) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(658 - 547) + '\061' + chr(0b101011 + 0o14) + chr(0b110011), 8), ehT0Px3KOsy9(chr(1210 - 1162) + chr(1960 - 1849) + chr(0b101001 + 0o10) + chr(310 - 260) + chr(1062 - 1008), 0b1000), ehT0Px3KOsy9(chr(1185 - 1137) + chr(11437 - 11326) + chr(51) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b111100 + 0o63) + '\062' + chr(1754 - 1701) + chr(0b110 + 0o56), 8), ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + '\063' + chr(0b110100) + '\065', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(55) + chr(802 - 752), 0b1000), ehT0Px3KOsy9(chr(2194 - 2146) + chr(0b1001110 + 0o41) + '\063' + '\x32' + chr(1551 - 1503), ord("\x08")), ehT0Px3KOsy9(chr(1300 - 1252) + '\x6f' + chr(51) + chr(55) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1824 - 1713) + chr(49) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(0b11110 + 0o27) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(2115 - 2004) + chr(50) + chr(55) + chr(769 - 715), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(484 - 431) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1528 - 1480) + chr(6931 - 6820) + '\062' + chr(0b110110) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\065' + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1011 + 0o45) + 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'H'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b111000 + 0o67) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AaIVFL4qIFZz(vGrByMSYMp9h):
if c2A0yzQpDQB3(vGrByMSYMp9h) > ehT0Px3KOsy9(chr(436 - 388) + chr(111) + '\x31' + chr(48) + chr(48), 0o10) and xafqLlk3kkUe(RXgz9iTa8QW5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xe0G\x06\x98'), '\x64' + chr(0b1100101) + chr(8391 - 8292) + chr(0b1011010 + 0o25) + chr(9719 - 9619) + '\x65')('\x75' + chr(116) + chr(102) + chr(1472 - 1427) + chr(344 - 288)))(xafqLlk3kkUe(vGrByMSYMp9h, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xe4C\t\x91\x02\xb0'), chr(100) + '\x65' + chr(99) + chr(894 - 783) + '\144' + '\x65')(chr(0b1110011 + 0o2) + chr(0b1010110 + 0o36) + '\x66' + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'l'), '\x64' + chr(101) + '\143' + chr(10542 - 10431) + chr(0b1100100) + '\x65')('\165' + '\x74' + chr(0b101000 + 0o76) + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b111100 + 0o50) + chr(0b1100101) + '\143' + chr(11600 - 11489) + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + chr(0b101000 + 0o5) + chr(1700 - 1644)))):
sz4HVsFVF8nL = UPNDDQVk3hKc(vGrByMSYMp9h)
vGrByMSYMp9h = xafqLlk3kkUe(SXOLrMavuUCe(b'C\xf2\x1dK\xde]\xa6g\xdf\x80\x9b\n\xcc\xdf\r\xd0\x9cW^\xd3A\xff\xc4\x0c-DUx '), '\x64' + '\145' + '\x63' + chr(10350 - 10239) + chr(0b1100100) + chr(101))('\x75' + chr(116) + chr(7342 - 7240) + chr(1017 - 972) + chr(217 - 161)) % (vGrByMSYMp9h[:ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(48), ord("\x08"))], sz4HVsFVF8nL[:ehT0Px3KOsy9('\x30' + '\157' + chr(491 - 441) + chr(820 - 772), 41703 - 41695)])
return vGrByMSYMp9h
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
_indent
|
def _indent(s, indent=' '):
"""Intent each line with indent"""
if isinstance(s, six.string_types):
return '\n'.join(('%s%s' % (indent, line) for line in s.splitlines()))
return s
|
python
|
def _indent(s, indent=' '):
"""Intent each line with indent"""
if isinstance(s, six.string_types):
return '\n'.join(('%s%s' % (indent, line) for line in s.splitlines()))
return s
|
[
"def",
"_indent",
"(",
"s",
",",
"indent",
"=",
"' '",
")",
":",
"if",
"isinstance",
"(",
"s",
",",
"six",
".",
"string_types",
")",
":",
"return",
"'\\n'",
".",
"join",
"(",
"(",
"'%s%s'",
"%",
"(",
"indent",
",",
"line",
")",
"for",
"line",
"in",
"s",
".",
"splitlines",
"(",
")",
")",
")",
"return",
"s"
] |
Intent each line with indent
|
[
"Intent",
"each",
"line",
"with",
"indent"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L881-L885
|
train
|
Intent each line with indent
|
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(11296 - 11185) + chr(2345 - 2294) + '\066' + '\x33', 27331 - 27323), ehT0Px3KOsy9(chr(791 - 743) + chr(0b1101111) + '\063' + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110011) + chr(0b110111), 57646 - 57638), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\064' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(6122 - 6011) + chr(49) + chr(0b100000 + 0o24) + chr(0b10000 + 0o41), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x30' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + '\x33' + chr(2344 - 2293) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x33' + chr(53) + chr(0b11100 + 0o30), 47223 - 47215), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + '\x33' + '\063' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(49), 50589 - 50581), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b1110 + 0o43), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\060' + '\x30', 154 - 146), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\067' + chr(0b11110 + 0o30), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b10110 + 0o41) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001001 + 0o46) + chr(0b11100 + 0o25) + chr(463 - 413), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(743 - 632) + chr(49) + chr(0b1111 + 0o43) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(5537 - 5426) + chr(0b111 + 0o52) + '\061' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110010) + '\067' + chr(0b11110 + 0o26), 17546 - 17538), ehT0Px3KOsy9(chr(1294 - 1246) + chr(0b1101111) + '\062' + chr(1247 - 1197) + chr(1899 - 1845), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b101000 + 0o16) + chr(0b110100), 19823 - 19815), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + '\063' + chr(0b1 + 0o62) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x36' + chr(2195 - 2145), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011 + 0o0) + chr(51) + chr(1093 - 1044), 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\062' + '\065' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(2089 - 2041) + chr(0b1101111) + chr(49) + chr(0b110101) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(5158 - 5047) + chr(0b110010) + chr(1305 - 1257) + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(11715 - 11604) + '\x31' + '\x35' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x36' + '\060', 18927 - 18919), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b100000 + 0o117) + chr(1208 - 1158) + '\x30' + chr(1156 - 1103), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(0b1000 + 0o53) + chr(744 - 691) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(0b100111 + 0o13) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(2093 - 2043) + chr(0b10110 + 0o34) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(49) + '\x35' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1885 - 1835) + '\x30' + chr(49), 0o10), ehT0Px3KOsy9(chr(1078 - 1030) + '\157' + chr(0b100000 + 0o22) + chr(1435 - 1385) + '\066', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11001 + 0o34) + chr(475 - 427), 42892 - 42884), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(1101 - 1050) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + chr(1335 - 1284) + chr(0b1011 + 0o51) + chr(2383 - 2328), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(53) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd'), chr(5989 - 5889) + chr(2284 - 2183) + chr(0b1011111 + 0o4) + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + '\164' + '\146' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FV2qbJYpCHKt(vGrByMSYMp9h, rxwJk_g4F6Db=xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\xc0'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(9529 - 9429) + chr(0b1100101))('\165' + chr(0b110 + 0o156) + chr(1571 - 1469) + chr(0b101101) + chr(0b111000))):
if PlSM16l2KDPD(vGrByMSYMp9h, xafqLlk3kkUe(sYby0kpfssd4, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\x94\xadO\x0f\xe4\x86\x98\xa5Yl3'), chr(0b101000 + 0o74) + chr(7264 - 7163) + chr(99) + '\x6f' + '\x64' + chr(101))(chr(11719 - 11602) + '\164' + chr(0b1001111 + 0o27) + chr(0b101101) + chr(0b10 + 0o66)))):
return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9'), '\x64' + '\145' + chr(0b1010011 + 0o20) + chr(111) + chr(8882 - 8782) + '\145')(chr(2532 - 2415) + chr(0b1110100) + '\146' + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x8f\xb6H'), '\144' + chr(101) + chr(99) + chr(0b100000 + 0o117) + '\x64' + chr(0b100101 + 0o100))(chr(0b1110101) + chr(0b110000 + 0o104) + '\146' + '\055' + chr(0b100 + 0o64)))((xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6\x93\xfaU'), chr(0b1100100) + chr(0b1100101) + '\x63' + '\x6f' + '\144' + chr(0b0 + 0o145))(chr(117) + '\164' + '\x66' + '\055' + chr(56)) % (rxwJk_g4F6Db, LycYkDpyelF6) for LycYkDpyelF6 in xafqLlk3kkUe(vGrByMSYMp9h, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80\x90\xb3O\x15\xef\xb0\x82\xb9Z'), chr(100) + chr(101) + '\x63' + '\x6f' + chr(0b111110 + 0o46) + chr(0b11 + 0o142))('\x75' + chr(116) + '\x66' + chr(0b101101) + chr(0b111000)))()))
return vGrByMSYMp9h
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbFile.setup
|
def setup(self):
"""
Called by pytest to setup the collector cells in .
Here we start a kernel and setup the sanitize patterns.
"""
if self.parent.config.option.current_env:
kernel_name = CURRENT_ENV_KERNEL_NAME
else:
kernel_name = self.nb.metadata.get(
'kernelspec', {}).get('name', 'python')
self.kernel = RunningKernel(kernel_name, str(self.fspath.dirname))
self.setup_sanitize_files()
if getattr(self.parent.config.option, 'cov_source', None):
setup_coverage(self.parent.config, self.kernel, getattr(self, "fspath", None))
|
python
|
def setup(self):
"""
Called by pytest to setup the collector cells in .
Here we start a kernel and setup the sanitize patterns.
"""
if self.parent.config.option.current_env:
kernel_name = CURRENT_ENV_KERNEL_NAME
else:
kernel_name = self.nb.metadata.get(
'kernelspec', {}).get('name', 'python')
self.kernel = RunningKernel(kernel_name, str(self.fspath.dirname))
self.setup_sanitize_files()
if getattr(self.parent.config.option, 'cov_source', None):
setup_coverage(self.parent.config, self.kernel, getattr(self, "fspath", None))
|
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] |
Called by pytest to setup the collector cells in .
Here we start a kernel and setup the sanitize patterns.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L221-L235
|
train
|
Called by pytest to setup the collector cells in the log file.
|
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(0b11010 + 0o26) + chr(0b1101111) + chr(136 - 85) + '\x30' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011100 + 0o23) + chr(0b11 + 0o60) + chr(876 - 822) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x32' + '\064', 33912 - 33904), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\061' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(51) + chr(0b110110) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\064' + chr(0b101010 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7625 - 7514) + '\x33' + '\x30' + '\062', 8), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110010) + chr(51), 21652 - 21644), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + chr(49) + chr(51) + '\x31', 1478 - 1470), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(897 - 847) + chr(2167 - 2117) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(743 - 691) + chr(0b10111 + 0o37), 0o10), ehT0Px3KOsy9(chr(2066 - 2018) + chr(111) + '\063' + chr(0b110000), 54836 - 54828), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(496 - 448) + chr(0b10101 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(847 - 799) + '\157' + chr(0b0 + 0o61) + chr(0b110101) + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\067' + '\x32', 30352 - 30344), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10111 + 0o40) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(222 - 111) + '\x35', 9536 - 9528), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b11001 + 0o35) + chr(213 - 162), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b11100 + 0o25) + '\063' + '\061', 8), ehT0Px3KOsy9('\x30' + chr(2348 - 2237) + chr(0b110 + 0o53) + chr(0b101101 + 0o7) + chr(640 - 591), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + chr(1538 - 1489) + chr(1831 - 1776) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(12174 - 12063) + chr(1661 - 1610) + chr(53) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\062' + '\064' + chr(1968 - 1917), 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\061' + '\x33' + chr(68 - 18), 0b1000), ehT0Px3KOsy9('\060' + chr(3988 - 3877) + chr(51) + chr(50), 17418 - 17410), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + chr(0b100000 + 0o21) + chr(0b110011 + 0o1) + chr(0b10010 + 0o40), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1100 + 0o46) + chr(0b100010 + 0o17) + chr(0b100100 + 0o22), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1792 - 1739) + '\x30', 59147 - 59139), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1100101 + 0o12) + chr(0b0 + 0o62) + chr(0b110011) + chr(0b110110), 7271 - 7263), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + '\062' + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\064' + chr(583 - 533), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\061', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(5396 - 5285) + chr(51) + chr(0b101110 + 0o10) + chr(0b100111 + 0o14), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x30' + chr(632 - 579), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x33' + chr(136 - 85), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2275 - 2226) + '\063' + chr(0b110011), 32620 - 32612), ehT0Px3KOsy9(chr(288 - 240) + chr(0b11010 + 0o125) + chr(0b1111 + 0o44) + chr(0b1110 + 0o50) + chr(0b110000), 15198 - 15190), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x31' + '\066' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x33' + chr(555 - 507), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(952 - 904) + chr(111) + chr(0b110101) + chr(0b0 + 0o60), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xec'), chr(100) + chr(0b101 + 0o140) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))('\165' + chr(0b1 + 0o163) + chr(102) + chr(317 - 272) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def lODetTQJN93I(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b.parent.config.option, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\x83\xe6\xfc\x94\xcd\xb6\x8c<\xfdP'), '\144' + '\x65' + chr(0b100101 + 0o76) + chr(0b10100 + 0o133) + chr(100) + chr(6339 - 6238))(chr(117) + chr(0b1110100) + chr(8152 - 8050) + chr(0b11010 + 0o23) + chr(0b1110 + 0o52))):
f6zfDoLzsdis = gX4izKBuXleN
else:
f6zfDoLzsdis = oVre8I6UXc3b.nb.metadata.get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x93\xe6\xe0\x94\xcf\xb1\xa3<\xf0'), chr(0b1100100) + chr(6483 - 6382) + chr(8883 - 8784) + chr(0b1001100 + 0o43) + '\x64' + chr(5775 - 5674))('\x75' + chr(0b1110100) + '\146' + chr(0b11000 + 0o25) + '\x38'), {}).get(xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\x97\xf9\xeb'), '\144' + chr(0b1100011 + 0o2) + chr(0b1010001 + 0o22) + chr(10623 - 10512) + '\144' + '\145')(chr(6107 - 5990) + chr(0b10010 + 0o142) + chr(0b1000111 + 0o37) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2\x8f\xe0\xe6\x9e\xcd'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + chr(100) + chr(6524 - 6423))('\165' + chr(116) + chr(0b1100110) + '\055' + chr(2353 - 2297)))
oVre8I6UXc3b.iaILEoszmqXb = ExnQaG4COc4B(f6zfDoLzsdis, M8_cKLkHVB2V(oVre8I6UXc3b.fspath.dirname))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\x93\xe0\xfb\x81\xfc\xb1\xb27\xfaRq\xbc\x0fB\xdcPi\x16*'), chr(100) + chr(5293 - 5192) + chr(0b1100011) + '\x6f' + chr(3345 - 3245) + chr(6538 - 6437))(chr(0b10001 + 0o144) + chr(116) + '\146' + chr(45) + chr(1210 - 1154)))()
if xafqLlk3kkUe(xafqLlk3kkUe(oVre8I6UXc3b.parent.config, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\x86\xe0\xe7\x9e\xcd'), chr(0b1100100) + chr(9959 - 9858) + chr(99) + chr(1091 - 980) + chr(100) + chr(3261 - 3160))(chr(117) + '\164' + chr(0b1000001 + 0o45) + chr(45) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\x99\xe2\xd1\x82\xcc\xb7\xa1:\xf6'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1011101 + 0o22) + chr(0b1100100) + chr(0b11 + 0o142))('\x75' + chr(116) + chr(0b1010011 + 0o23) + '\055' + '\x38'), None):
fQaJSsBDpboT(xafqLlk3kkUe(oVre8I6UXc3b.parent, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xb7\xfe\xb9\xa2\x91\xf2\x90-\xa3\x10w'), chr(100) + chr(0b1100101) + chr(4984 - 4885) + chr(11948 - 11837) + chr(6221 - 6121) + chr(0b11101 + 0o110))(chr(0b1011001 + 0o34) + '\164' + chr(102) + chr(0b100111 + 0o6) + chr(0b101010 + 0o16))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\x97\xdd\xc2\xb4\xcc\xb1\xa94\xe2~z'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + '\146' + chr(0b1011 + 0o42) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4\x85\xe4\xef\x85\xcb'), chr(100) + '\x65' + chr(0b110111 + 0o54) + '\x6f' + '\x64' + '\145')(chr(0b1110 + 0o147) + chr(9039 - 8923) + '\x66' + chr(0b10110 + 0o27) + '\x38'), None))
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbFile.setup_sanitize_files
|
def setup_sanitize_files(self):
"""
For each of the sanitize files that were specified as command line options
load the contents of the file into the sanitise patterns dictionary.
"""
for fname in self.get_sanitize_files():
with open(fname, 'r') as f:
self.sanitize_patterns.update(get_sanitize_patterns(f.read()))
|
python
|
def setup_sanitize_files(self):
"""
For each of the sanitize files that were specified as command line options
load the contents of the file into the sanitise patterns dictionary.
"""
for fname in self.get_sanitize_files():
with open(fname, 'r') as f:
self.sanitize_patterns.update(get_sanitize_patterns(f.read()))
|
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"(",
"get_sanitize_patterns",
"(",
"f",
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"read",
"(",
")",
")",
")"
] |
For each of the sanitize files that were specified as command line options
load the contents of the file into the sanitise patterns dictionary.
|
[
"For",
"each",
"of",
"the",
"sanitize",
"files",
"that",
"were",
"specified",
"as",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L238-L245
|
train
|
Load the contents of the file into the sanitise patterns dictionary.
|
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' + '\x6f' + chr(49) + chr(0b100010 + 0o24) + chr(0b101110 + 0o4), 12121 - 12113), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(1125 - 1077) + chr(707 - 659), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(518 - 470) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(53) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(5709 - 5598) + chr(49) + '\066' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110011) + chr(1383 - 1330), ord("\x08")), ehT0Px3KOsy9(chr(846 - 798) + chr(111) + chr(838 - 787) + chr(0b11100 + 0o25) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11037 - 10926) + '\x34' + chr(2393 - 2340), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(490 - 440) + '\x36' + chr(0b0 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(0b100 + 0o61) + chr(0b110110), 29877 - 29869), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(353 - 303) + '\064' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1132 - 1084) + '\x6f' + chr(0b110111) + chr(0b110110), 53474 - 53466), ehT0Px3KOsy9(chr(1789 - 1741) + '\x6f' + chr(0b110010) + chr(49) + chr(53), 31941 - 31933), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b11100 + 0o25), 50598 - 50590), ehT0Px3KOsy9(chr(2076 - 2028) + chr(0b1101111) + chr(0b101101 + 0o4) + chr(0b11001 + 0o31) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10011 + 0o37) + chr(144 - 90) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + '\x32' + '\064' + '\060', 8), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b11010 + 0o27) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(545 - 495) + chr(0b110111) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b11110 + 0o23) + chr(1366 - 1317) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54) + chr(1608 - 1556), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111 + 0o0) + chr(1656 - 1606) + chr(1979 - 1928) + chr(49), 2310 - 2302), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110110) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8285 - 8174) + chr(0b110001) + '\062' + chr(0b111 + 0o57), 2581 - 2573), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110100 + 0o1) + chr(2487 - 2433), 0b1000), ehT0Px3KOsy9('\060' + chr(10048 - 9937) + chr(0b110001) + '\x37' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(1722 - 1674) + chr(0b100110 + 0o111) + '\x31' + chr(2385 - 2335) + chr(1144 - 1091), 0o10), ehT0Px3KOsy9(chr(1093 - 1045) + '\157' + chr(511 - 460) + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(50) + chr(55) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10114 - 10003) + chr(0b1010 + 0o50) + '\x31' + chr(0b1010 + 0o50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1270 - 1219) + '\x30' + chr(425 - 372), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\065' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11000 + 0o33) + '\x32' + chr(2474 - 2419), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11111 + 0o22) + chr(1661 - 1611), 7963 - 7955), ehT0Px3KOsy9(chr(2127 - 2079) + chr(111) + chr(0b11001 + 0o30) + '\x30' + chr(1823 - 1769), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1011 + 0o144) + chr(0b100000 + 0o22) + '\062' + chr(2566 - 2513), 35221 - 35213), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b110010) + '\062', 0o10), ehT0Px3KOsy9(chr(2004 - 1956) + chr(6102 - 5991) + chr(1402 - 1353) + chr(0b101000 + 0o14) + '\062', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), '\144' + chr(6661 - 6560) + chr(5254 - 5155) + chr(0b110100 + 0o73) + chr(0b1001101 + 0o27) + chr(0b1100 + 0o131))(chr(1336 - 1219) + chr(988 - 872) + chr(0b1100110) + chr(1975 - 1930) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def yEWclYeNJhoU(oVre8I6UXc3b):
for t3WbF0Ae42Pu in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xa53\xf3\x07<\xa1L\xc6\x07\xda[\xd2o8\xd9\xc5E'), '\144' + chr(101) + chr(0b1100011) + chr(835 - 724) + chr(0b1100100) + '\145')('\165' + chr(0b1001011 + 0o51) + chr(0b1100110) + chr(0b1101 + 0o40) + '\070'))():
with _fwkIVCGgtAN(t3WbF0Ae42Pu, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), chr(0b10001 + 0o123) + chr(8960 - 8859) + '\143' + chr(111) + '\x64' + chr(0b101011 + 0o72))(chr(369 - 252) + '\164' + chr(0b1010010 + 0o24) + '\x2d' + '\x38')) as EGyt1xfPT1P6:
xafqLlk3kkUe(oVre8I6UXc3b.sanitize_patterns, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xb4\x06\xe9\x1d\x13\x85K\xcbZ\xc5\x0e'), chr(1630 - 1530) + '\x65' + '\x63' + chr(8631 - 8520) + '\144' + '\145')('\x75' + chr(0b110000 + 0o104) + '\146' + chr(0b1101 + 0o40) + chr(56)))(x7ZJJRBBZjLI(xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b"'\xf6\n\xc5#/\xa7P\xf1\x07\x92g"), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(101))(chr(971 - 854) + chr(116) + chr(8710 - 8608) + chr(322 - 277) + chr(0b111000)))()))
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbFile.get_sanitize_files
|
def get_sanitize_files(self):
"""
Return list of all sanitize files provided by the user on the command line.
N.B.: We only support one sanitize file at the moment, but
this is likely to change in the future
"""
if self.parent.config.option.sanitize_with is not None:
return [self.parent.config.option.sanitize_with]
else:
return []
|
python
|
def get_sanitize_files(self):
"""
Return list of all sanitize files provided by the user on the command line.
N.B.: We only support one sanitize file at the moment, but
this is likely to change in the future
"""
if self.parent.config.option.sanitize_with is not None:
return [self.parent.config.option.sanitize_with]
else:
return []
|
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"]",
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":",
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"[",
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] |
Return list of all sanitize files provided by the user on the command line.
N.B.: We only support one sanitize file at the moment, but
this is likely to change in the future
|
[
"Return",
"list",
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"user",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L248-L259
|
train
|
Return list of all sanitize files provided by the user on the command line.
|
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(0b10 + 0o155) + '\063' + chr(0b11111 + 0o26) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(213 - 162) + chr(2538 - 2483) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b110001) + chr(53) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(143 - 95) + chr(0b1101111) + chr(0b110101) + chr(0b110 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100011 + 0o20) + chr(53) + chr(0b10011 + 0o35), 1696 - 1688), ehT0Px3KOsy9(chr(48) + chr(6809 - 6698) + '\061' + chr(55) + chr(0b110010), 34781 - 34773), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110111) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(11863 - 11752) + '\062' + chr(51) + chr(654 - 604), 0b1000), ehT0Px3KOsy9(chr(999 - 951) + '\x6f' + chr(0b110001) + chr(0b100110 + 0o21) + chr(1693 - 1640), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11001 + 0o36), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101101 + 0o102) + chr(0b101 + 0o55) + '\063', 0b1000), ehT0Px3KOsy9(chr(141 - 93) + '\157' + '\x35' + chr(1777 - 1728), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110001) + '\063' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\062' + chr(0b10110 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(1689 - 1641) + chr(0b1101111) + chr(0b11011 + 0o26) + chr(1142 - 1093) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + chr(53), 39008 - 39000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1547 - 1498) + '\x37' + chr(0b101100 + 0o6), 8), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1305 - 1257) + '\x6f' + '\x31' + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\065' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\066' + '\x30', 36350 - 36342), ehT0Px3KOsy9(chr(48) + chr(9601 - 9490) + chr(0b11000 + 0o33) + '\061' + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + '\063' + chr(543 - 493), 0o10), ehT0Px3KOsy9(chr(48) + chr(5684 - 5573) + '\061' + '\063' + chr(0b101101 + 0o7), 55137 - 55129), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(330 - 281) + chr(0b1100 + 0o47) + chr(1490 - 1438), 8), ehT0Px3KOsy9(chr(935 - 887) + '\157' + '\062' + chr(50), 54671 - 54663), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b11110 + 0o30) + chr(55), 6453 - 6445), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(48) + chr(0b11001 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(1965 - 1917) + chr(1191 - 1080) + chr(0b110001) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1829 - 1779) + '\064' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101000 + 0o11) + '\x34' + '\066', 20224 - 20216), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\061' + chr(2599 - 2548) + chr(0b110111), 59752 - 59744), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101000 + 0o11) + chr(0b110000) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1732 - 1621) + chr(1046 - 997) + '\061' + chr(55), 30261 - 30253), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(465 - 410) + chr(256 - 201), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + '\x36' + '\x35', 8), ehT0Px3KOsy9(chr(1790 - 1742) + '\157' + '\x33' + chr(0b101110 + 0o6), 56058 - 56050), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(1190 - 1138), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(1630 - 1575) + chr(781 - 731), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(704 - 656) + '\157' + chr(207 - 154) + chr(1211 - 1163), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(5355 - 5255) + '\x65')(chr(0b1110101) + chr(7044 - 6928) + '\146' + chr(102 - 57) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YLlVaiYJ9LuU(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b.parent.config.option, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x9c\x06F\x9c\x13A\xff"pz]5'), '\144' + chr(0b1011011 + 0o12) + '\143' + '\x6f' + chr(0b1100100) + chr(0b1100 + 0o131))('\x75' + chr(0b1100100 + 0o20) + chr(102) + '\x2d' + '\x38')) is not None:
return [xafqLlk3kkUe(oVre8I6UXc3b.parent.config.option, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x9c\x06F\x9c\x13A\xff"pz]5'), chr(100) + chr(0b100 + 0o141) + '\x63' + chr(111) + chr(0b1100100) + '\145')(chr(7620 - 7503) + chr(0b101110 + 0o106) + '\x66' + chr(45) + '\070'))]
else:
return []
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbFile.get_kernel_message
|
def get_kernel_message(self, timeout=None, stream='iopub'):
"""
Gets a message from the iopub channel of the notebook kernel.
"""
return self.kernel.get_message(stream, timeout=timeout)
|
python
|
def get_kernel_message(self, timeout=None, stream='iopub'):
"""
Gets a message from the iopub channel of the notebook kernel.
"""
return self.kernel.get_message(stream, timeout=timeout)
|
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"'iopub'",
")",
":",
"return",
"self",
".",
"kernel",
".",
"get_message",
"(",
"stream",
",",
"timeout",
"=",
"timeout",
")"
] |
Gets a message from the iopub channel of the notebook kernel.
|
[
"Gets",
"a",
"message",
"from",
"the",
"iopub",
"channel",
"of",
"the",
"notebook",
"kernel",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L261-L265
|
train
|
Gets a message from the iopub channel of the notebook kernel.
|
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(0b100101 + 0o15) + '\065' + '\x35', 737 - 729), ehT0Px3KOsy9(chr(262 - 214) + '\x6f' + '\x33' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(680 - 630) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(5478 - 5367) + chr(50) + chr(2050 - 2002), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100111 + 0o14) + '\065' + chr(0b101101 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x37' + '\066', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\063' + chr(54) + '\066', 26051 - 26043), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b100100 + 0o16) + chr(0b110101 + 0o2) + chr(54), 1389 - 1381), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(2395 - 2340) + chr(1731 - 1682), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + '\061' + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1001010 + 0o45) + '\x33' + chr(2396 - 2343) + chr(0b10000 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110101) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b0 + 0o62) + chr(0b110010 + 0o2) + chr(0b110110), 18044 - 18036), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(1195 - 1144) + '\065' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + chr(1260 - 1209) + chr(52) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(922 - 811) + '\063' + '\x30' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1969 - 1920) + chr(0b100010 + 0o16) + chr(0b11111 + 0o25), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11711 - 11600) + chr(895 - 846) + '\062' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7580 - 7469) + '\x32' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(11713 - 11602) + '\062' + chr(48) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b101110 + 0o2) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(5919 - 5808) + chr(51) + chr(0b110011 + 0o4) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b110001) + '\061' + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b110001) + chr(0b110011) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b101100 + 0o5) + chr(54) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\065' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110010) + chr(1790 - 1741) + '\066', 58192 - 58184), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100100 + 0o17) + chr(51) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(1666 - 1555) + chr(1508 - 1457) + chr(49) + chr(620 - 569), 38244 - 38236), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\066' + '\066', 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(0b10001 + 0o46) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(1772 - 1724) + chr(0b11 + 0o55), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110011) + '\067', 0o10), ehT0Px3KOsy9(chr(705 - 657) + chr(962 - 851) + chr(0b101001 + 0o16) + '\x31', 22715 - 22707), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(2320 - 2269) + chr(0b110111) + chr(1836 - 1786), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6355 - 6244) + chr(0b110010) + '\x31' + chr(0b110011), 34553 - 34545), ehT0Px3KOsy9('\x30' + chr(6606 - 6495) + chr(0b100101 + 0o16) + '\061' + '\063', 8), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(48) + '\x34', 4120 - 4112), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(52) + '\x36', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(528 - 480) + chr(0b1011110 + 0o21) + chr(0b101110 + 0o7) + chr(48), 58282 - 58274)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x83'), chr(100) + chr(0b1011101 + 0o10) + chr(0b1100011) + chr(0b1101111) + chr(0b100100 + 0o100) + chr(0b1100101))(chr(0b1110101) + chr(0b11101 + 0o127) + '\146' + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ffbBs3v1RrLt(oVre8I6UXc3b, FaIjqlnzCXev=None, Mj3LKRMxKCNZ=xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4w\xe5e\x8c'), chr(0b1100100) + '\x65' + '\x63' + '\157' + chr(100) + chr(2524 - 2423))(chr(117) + '\164' + chr(1454 - 1352) + '\055' + chr(0b11011 + 0o35))):
return xafqLlk3kkUe(oVre8I6UXc3b.kernel, xafqLlk3kkUe(SXOLrMavuUCe(b'\xca}\xe1O\x83\x1b\x85\xcd\x18(\x88'), chr(7171 - 7071) + chr(0b1000100 + 0o41) + chr(5965 - 5866) + chr(0b110111 + 0o70) + chr(6022 - 5922) + chr(0b1100100 + 0o1))('\x75' + chr(116) + chr(1706 - 1604) + chr(45) + chr(0b11000 + 0o40)))(Mj3LKRMxKCNZ, timeout=FaIjqlnzCXev)
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbFile.collect
|
def collect(self):
"""
The collect function is required by pytest and is used to yield pytest
Item objects. We specify an Item for each code cell in the notebook.
"""
self.nb = nbformat.read(str(self.fspath), as_version=4)
# Start the cell count
cell_num = 0
# Iterate over the cells in the notebook
for cell in self.nb.cells:
# Skip the cells that have text, headings or related stuff
# Only test code cells
if cell.cell_type == 'code':
# The cell may contain a comment indicating that its output
# should be checked or ignored. If it doesn't, use the default
# behaviour. The --nbval option checks unmarked cells.
with warnings.catch_warnings(record=True) as ws:
options = defaultdict(bool, find_metadata_tags(cell.metadata))
comment_opts = dict(find_comment_markers(cell.source))
if set(comment_opts.keys()) & set(options.keys()):
warnings.warn(
"Overlapping options from comments and metadata, "
"using options from comments: %s" %
str(set(comment_opts.keys()) & set(options.keys())))
for w in ws:
self.parent.config.warn(
"C1",
str(w.message),
'%s:Cell %d' % (
getattr(self, "fspath", None),
cell_num))
options.update(comment_opts)
options.setdefault('check', self.compare_outputs)
yield IPyNbCell('Cell ' + str(cell_num), self, cell_num,
cell, options)
# Update 'code' cell count
cell_num += 1
|
python
|
def collect(self):
"""
The collect function is required by pytest and is used to yield pytest
Item objects. We specify an Item for each code cell in the notebook.
"""
self.nb = nbformat.read(str(self.fspath), as_version=4)
# Start the cell count
cell_num = 0
# Iterate over the cells in the notebook
for cell in self.nb.cells:
# Skip the cells that have text, headings or related stuff
# Only test code cells
if cell.cell_type == 'code':
# The cell may contain a comment indicating that its output
# should be checked or ignored. If it doesn't, use the default
# behaviour. The --nbval option checks unmarked cells.
with warnings.catch_warnings(record=True) as ws:
options = defaultdict(bool, find_metadata_tags(cell.metadata))
comment_opts = dict(find_comment_markers(cell.source))
if set(comment_opts.keys()) & set(options.keys()):
warnings.warn(
"Overlapping options from comments and metadata, "
"using options from comments: %s" %
str(set(comment_opts.keys()) & set(options.keys())))
for w in ws:
self.parent.config.warn(
"C1",
str(w.message),
'%s:Cell %d' % (
getattr(self, "fspath", None),
cell_num))
options.update(comment_opts)
options.setdefault('check', self.compare_outputs)
yield IPyNbCell('Cell ' + str(cell_num), self, cell_num,
cell, options)
# Update 'code' cell count
cell_num += 1
|
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",",
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"+=",
"1"
] |
The collect function is required by pytest and is used to yield pytest
Item objects. We specify an Item for each code cell in the notebook.
|
[
"The",
"collect",
"function",
"is",
"required",
"by",
"pytest",
"and",
"is",
"used",
"to",
"yield",
"pytest",
"Item",
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"cell",
"in",
"the",
"notebook",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L269-L309
|
train
|
Yields all code cells in the 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('\060' + '\157' + '\x32' + '\062' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11101 + 0o122) + chr(1748 - 1696) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\065' + chr(1089 - 1037), 913 - 905), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(1790 - 1737) + chr(486 - 434), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101001 + 0o11) + '\x37' + chr(0b1110 + 0o43), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(0b10100 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011010 + 0o25) + chr(0b1000 + 0o51) + chr(1550 - 1496) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\062' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b100100 + 0o15) + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(0b11011 + 0o26) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1117 - 1066) + chr(99 - 46) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(972 - 923) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(2095 - 2047) + chr(0b1000101 + 0o52) + chr(0b110011) + chr(104 - 50) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5700 - 5589) + '\063' + chr(0b100110 + 0o21) + chr(0b1101 + 0o52), 34685 - 34677), ehT0Px3KOsy9('\060' + chr(0b1011101 + 0o22) + '\x32' + chr(0b110110) + chr(0b101000 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(379 - 331) + '\x6f' + chr(0b1001 + 0o52) + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + '\x32' + '\x32' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + chr(53), 20956 - 20948), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + chr(0b10001 + 0o46) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(599 - 549) + '\x37' + chr(674 - 624), 35817 - 35809), ehT0Px3KOsy9(chr(0b110000) + chr(11752 - 11641) + chr(51) + chr(0b110001) + chr(0b101100 + 0o11), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(623 - 574) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(0b1001 + 0o50) + chr(0b110000) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110111) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\067' + '\x34', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(350 - 300) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(55) + chr(48), 1780 - 1772), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(577 - 527) + chr(0b110100) + '\067', 11423 - 11415), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(55 - 5) + chr(0b10101 + 0o34) + chr(50), 0o10), ehT0Px3KOsy9(chr(2042 - 1994) + chr(0b1101111) + '\x31' + chr(52) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(0b100001 + 0o24) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b10111 + 0o34) + '\066' + chr(1684 - 1635), 54556 - 54548), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1000 + 0o147) + '\065' + chr(0b10111 + 0o32), 0o10), ehT0Px3KOsy9(chr(1990 - 1942) + '\157' + chr(76 - 27) + chr(0b110101) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b10101 + 0o33) + chr(0b11001 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(0b1111 + 0o45) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(488 - 440) + chr(0b1100011 + 0o14) + chr(765 - 716) + chr(498 - 444) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b101000 + 0o107) + chr(0b110010) + '\062' + chr(0b100111 + 0o16), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(1294 - 1244) + '\064', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(2749 - 2696) + chr(0b1110 + 0o42), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbf'), '\x64' + '\x65' + chr(762 - 663) + chr(0b1101111) + chr(0b110000 + 0o64) + chr(0b1000 + 0o135))(chr(10835 - 10718) + chr(116) + chr(6190 - 6088) + '\x2d' + chr(0b101101 + 0o13)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def x0uYyJb9qHm5(oVre8I6UXc3b):
oVre8I6UXc3b.Ovxw0fdDOU7L = HAlD3a1koMOu.U6MiWrhuCi2Y(M8_cKLkHVB2V(oVre8I6UXc3b.fspath), as_version=ehT0Px3KOsy9('\060' + '\157' + chr(52), 50553 - 50545))
KLc3tSlDe_Li = ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), ord("\x08"))
for XQrM8eZytga5 in xafqLlk3kkUe(oVre8I6UXc3b.nb, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2B\xc0\x00\xca'), chr(8736 - 8636) + chr(101) + chr(0b1100011) + '\x6f' + chr(7334 - 7234) + '\145')('\x75' + chr(0b101100 + 0o110) + '\x66' + chr(45) + '\x38')):
if xafqLlk3kkUe(XQrM8eZytga5, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2B\xc0\x00\xe6FF\x040'), chr(4013 - 3913) + chr(101) + chr(0b10101 + 0o116) + '\x6f' + '\x64' + chr(8960 - 8859))('\165' + chr(0b1110100) + '\x66' + '\055' + chr(0b111000))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2H\xc8\t'), '\144' + '\x65' + chr(99) + chr(6649 - 6538) + chr(879 - 779) + chr(7606 - 7505))(chr(0b1110101) + '\x74' + chr(0b111110 + 0o50) + chr(45) + chr(0b111000)):
with xafqLlk3kkUe(fJoTPf8D_opC, xafqLlk3kkUe(SXOLrMavuUCe(b"\xf2F\xd8\x0f\xd1mH\x15'5g\x81\xe9\x81"), '\x64' + '\x65' + chr(0b100101 + 0o76) + '\x6f' + chr(7655 - 7555) + chr(101))(chr(0b1110101) + chr(0b10011 + 0o141) + chr(0b1100110) + '\055' + chr(0b111000)))(record=ehT0Px3KOsy9(chr(978 - 930) + '\x6f' + '\061', 41926 - 41918)) as h7zfDhowT6Ep:
vvlcdVOK7clu = rLgqW9imlCdX(WbBjf8Y7v9VN, wUZQYB7mSdu4(XQrM8eZytga5.mU7wOAGoTnlM))
KCny9mn1Wp81 = wLqBDw8l0eIm(uss33uEtKDPh(XQrM8eZytga5.source))
if MVEN8G6CxlvR(xafqLlk3kkUe(KCny9mn1Wp81, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfaB\xd5\x1f'), '\x64' + chr(0b1000101 + 0o40) + chr(0b1100011) + chr(9942 - 9831) + '\x64' + '\145')('\x75' + '\164' + '\x66' + chr(1115 - 1070) + chr(0b111000)))()) & MVEN8G6CxlvR(xafqLlk3kkUe(vvlcdVOK7clu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfaB\xd5\x1f'), '\144' + chr(101) + chr(3737 - 3638) + chr(0b1101111) + chr(0b1100100 + 0o0) + chr(1259 - 1158))('\x75' + chr(3190 - 3074) + chr(9688 - 9586) + '\x2d' + chr(56)))()):
xafqLlk3kkUe(fJoTPf8D_opC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xffc\xe9\x02\xf7p^\x16\x13\x15E\x82'), chr(0b101010 + 0o72) + '\x65' + '\x63' + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(116) + chr(5806 - 5704) + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xdeQ\xc9\x1e\xd5SO\x04<5i\xcf\xe1\x82\x8b\xd8\x86\xf9^\x1c\xdc\xbf\xe2/\x9c_\x7f\x95\xca\xef\x0bX\x82\t\x0f)@W\xf81\xe5F\xc8\r\xcdS\x13T (g\x81\xe9\xd2\x90\xc1\x9d\xfeBR\xc9\xed\xeb0\xd3Q0\x9b\xc8\xe7\x08I\x9f]\x1d}\x04R\xe6'), chr(9794 - 9694) + chr(0b1100101) + chr(0b111111 + 0o44) + '\157' + chr(7051 - 6951) + chr(3751 - 3650))(chr(117) + chr(0b1110100) + chr(8993 - 8891) + chr(45) + chr(444 - 388)) % M8_cKLkHVB2V(MVEN8G6CxlvR(xafqLlk3kkUe(KCny9mn1Wp81, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfaB\xd5\x1f'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(10171 - 10054) + chr(0b11100 + 0o130) + chr(3691 - 3589) + chr(45) + '\x38'))()) & MVEN8G6CxlvR(xafqLlk3kkUe(vvlcdVOK7clu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfaB\xd5\x1f'), chr(100) + chr(7766 - 7665) + chr(99) + chr(0b11101 + 0o122) + chr(100) + '\x65')('\x75' + chr(9189 - 9073) + chr(102) + chr(227 - 182) + chr(840 - 784)))())))
for AOfzRywRzEXp in h7zfDhowT6Ep:
xafqLlk3kkUe(oVre8I6UXc3b.parent.config, xafqLlk3kkUe(SXOLrMavuUCe(b'\xffc\xe9\x02\xf7p^\x16\x13\x15E\x82'), chr(0b1100100) + chr(101) + chr(0b100100 + 0o77) + '\157' + chr(0b1100100) + '\145')('\x75' + chr(116) + '\146' + '\055' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\x16'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b110 + 0o151) + chr(9869 - 9769) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b11 + 0o143) + chr(0b101101) + '\x38'), M8_cKLkHVB2V(xafqLlk3kkUe(AOfzRywRzEXp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfcB\xdf\x1f\xd8UZ'), chr(0b100111 + 0o75) + '\145' + chr(0b1100011) + '\x6f' + '\144' + chr(101))(chr(5309 - 5192) + chr(7134 - 7018) + '\x66' + '\x2d' + chr(793 - 737)))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4T\x96/\xdc^STp?'), chr(0b1100100) + '\x65' + '\x63' + '\157' + chr(0b1100100) + chr(1601 - 1500))('\x75' + '\164' + chr(102) + chr(45) + chr(2382 - 2326)) % (xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7T\xdc\r\xcdZ'), chr(5592 - 5492) + chr(101) + chr(3386 - 3287) + '\157' + '\x64' + chr(4537 - 4436))(chr(0b1110101) + chr(11715 - 11599) + chr(4703 - 4601) + chr(0b10100 + 0o31) + chr(0b110111 + 0o1)), None), KLc3tSlDe_Li))
xafqLlk3kkUe(vvlcdVOK7clu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbS\xed)\xd0|u\x1a,ok\xdf'), '\x64' + chr(0b1010010 + 0o23) + chr(5848 - 5749) + chr(0b1101111) + '\x64' + chr(101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(2835 - 2779)))(KCny9mn1Wp81)
xafqLlk3kkUe(vvlcdVOK7clu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2B\xd8\x08\xdcT^\x019/'), chr(100) + chr(0b1001010 + 0o33) + chr(0b1000111 + 0o34) + chr(897 - 786) + chr(0b1100100) + chr(0b1110 + 0o127))(chr(11812 - 11695) + chr(0b1110100) + '\146' + chr(0b101101) + chr(1942 - 1886)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2O\xc9\x0f\xd2'), '\144' + chr(0b11001 + 0o114) + chr(0b1110 + 0o125) + chr(0b1001100 + 0o43) + '\x64' + chr(0b1010001 + 0o24))(chr(10822 - 10705) + chr(3395 - 3279) + chr(4543 - 4441) + chr(1920 - 1875) + chr(0b111000 + 0o0)), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2H\xc1\x1c\xd8@Z+:.z\x9f\xfb\x86\x8c'), chr(1348 - 1248) + chr(0b101011 + 0o72) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')(chr(986 - 869) + chr(7382 - 7266) + chr(0b1100110) + '\x2d' + '\x38')))
yield NMmZgTOAS85h(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2B\xc0\x00\x99'), chr(0b1100100) + '\145' + '\x63' + chr(0b1011000 + 0o27) + chr(0b1100100) + chr(0b1100101))(chr(0b1110 + 0o147) + chr(1118 - 1002) + chr(0b11101 + 0o111) + chr(0b1 + 0o54) + chr(56)) + M8_cKLkHVB2V(KLc3tSlDe_Li), oVre8I6UXc3b, KLc3tSlDe_Li, XQrM8eZytga5, vvlcdVOK7clu)
KLc3tSlDe_Li += ehT0Px3KOsy9(chr(2113 - 2065) + chr(111) + chr(0b100011 + 0o16), 8)
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbCell.repr_failure
|
def repr_failure(self, excinfo):
""" called when self.runtest() raises an exception. """
exc = excinfo.value
cc = self.colors
if isinstance(exc, NbCellError):
msg_items = [
cc.FAIL + "Notebook cell execution failed" + cc.ENDC]
formatstring = (
cc.OKBLUE + "Cell %d: %s\n\n" +
"Input:\n" + cc.ENDC + "%s\n")
msg_items.append(formatstring % (
exc.cell_num,
str(exc),
exc.source
))
if exc.inner_traceback:
msg_items.append((
cc.OKBLUE + "Traceback:" + cc.ENDC + "\n%s\n") %
exc.inner_traceback)
return "\n".join(msg_items)
else:
return "pytest plugin exception: %s" % str(exc)
|
python
|
def repr_failure(self, excinfo):
""" called when self.runtest() raises an exception. """
exc = excinfo.value
cc = self.colors
if isinstance(exc, NbCellError):
msg_items = [
cc.FAIL + "Notebook cell execution failed" + cc.ENDC]
formatstring = (
cc.OKBLUE + "Cell %d: %s\n\n" +
"Input:\n" + cc.ENDC + "%s\n")
msg_items.append(formatstring % (
exc.cell_num,
str(exc),
exc.source
))
if exc.inner_traceback:
msg_items.append((
cc.OKBLUE + "Traceback:" + cc.ENDC + "\n%s\n") %
exc.inner_traceback)
return "\n".join(msg_items)
else:
return "pytest plugin exception: %s" % str(exc)
|
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] |
called when self.runtest() raises an exception.
|
[
"called",
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"an",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L340-L361
|
train
|
repr_failure - returns a string that can be used to display a failure message.
|
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(0b1101 + 0o142) + '\x37' + chr(2691 - 2639), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\064' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110111 + 0o0) + '\061', 12395 - 12387), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o11) + '\067' + '\x31', 8), ehT0Px3KOsy9(chr(2063 - 2015) + chr(0b1100100 + 0o13) + chr(51) + chr(0b10010 + 0o37) + chr(0b1110 + 0o43), 45837 - 45829), ehT0Px3KOsy9(chr(0b110000) + chr(6255 - 6144) + chr(0b110110) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(1728 - 1680) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110101) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(1414 - 1303) + chr(0b11011 + 0o26) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1000 + 0o52) + chr(2027 - 1979) + '\061', 43978 - 43970), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110101) + '\x31', 0o10), ehT0Px3KOsy9(chr(1589 - 1541) + chr(0b1101111) + chr(0b101101 + 0o5) + chr(87 - 35) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001100 + 0o43) + '\067' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10001 + 0o42) + chr(54) + '\063', 0o10), ehT0Px3KOsy9(chr(410 - 362) + '\157' + chr(50) + chr(54) + chr(49), 0b1000), ehT0Px3KOsy9(chr(131 - 83) + chr(0b11101 + 0o122) + chr(2257 - 2208) + chr(0b110111) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(958 - 907) + chr(51) + chr(937 - 889), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9(chr(545 - 497) + chr(111) + '\x31' + '\x31' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(0b110001) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(154 - 103) + chr(0b101101 + 0o4) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100000 + 0o17) + chr(49) + chr(48) + '\x32', 0b1000), ehT0Px3KOsy9(chr(2073 - 2025) + chr(0b111011 + 0o64) + '\063' + chr(48) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11469 - 11358) + chr(1236 - 1186) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(192 - 144) + chr(111) + chr(408 - 359) + chr(0b110011) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101110 + 0o101) + chr(49) + chr(1775 - 1725) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11101 + 0o24) + chr(0b100011 + 0o16) + '\061', 0b1000), ehT0Px3KOsy9(chr(1596 - 1548) + '\157' + chr(0b100100 + 0o17) + chr(51) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1395 - 1347) + chr(10977 - 10866) + '\x34' + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2276 - 2225) + '\062' + chr(0b110000), 22479 - 22471), ehT0Px3KOsy9('\060' + chr(0b1001 + 0o146) + chr(0b101 + 0o60) + chr(52), 39994 - 39986), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(2850 - 2739) + chr(397 - 348) + chr(0b100011 + 0o24) + chr(55), 8), ehT0Px3KOsy9(chr(87 - 39) + '\x6f' + '\062' + chr(2045 - 1993) + chr(1172 - 1124), ord("\x08")), ehT0Px3KOsy9(chr(2190 - 2142) + chr(1987 - 1876) + chr(0b101011 + 0o6) + chr(0b110101) + chr(0b101110 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + chr(10811 - 10700) + '\x31' + chr(733 - 683) + chr(1136 - 1081), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + chr(49) + chr(0b110111) + '\067', 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(845 - 734) + chr(0b110011) + chr(51) + '\067', 0b1000), ehT0Px3KOsy9(chr(347 - 299) + chr(0b1101111) + '\061' + chr(1170 - 1121) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + '\065' + chr(48), 709 - 701)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x12'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\x6f' + chr(4269 - 4169) + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(1090 - 1045) + chr(0b100010 + 0o26)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Ka8fvvQzYEGW(oVre8I6UXc3b, _9yfyuARlg7h):
YitWAjCPw_g9 = _9yfyuARlg7h.QmmgWUB13VCJ
sIvXbwrXJlMS = oVre8I6UXc3b.colors
if PlSM16l2KDPD(YitWAjCPw_g9, z6MGaZAzm6xl):
koOzOul47fqs = [sIvXbwrXJlMS.FAIL + xafqLlk3kkUe(SXOLrMavuUCe(b'r\x0e\r\x1c\xabY\xac\x82+\xe2\x0c\xc8T\xd3\xd4\x07\xbd->{c\xa5,\xe6t=<%\xbcF'), chr(0b101001 + 0o73) + chr(101) + chr(4979 - 4880) + chr(0b1101111) + '\x64' + chr(4208 - 4107))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(56)) + sIvXbwrXJlMS.ENDC]
hmAlO988zvzs = sIvXbwrXJlMS.OKBLUE + xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f\x04\x15\x15\xe9\x13\xa7\xd3+\xa4\x1a\xae2'), chr(100) + chr(0b110101 + 0o60) + chr(0b111011 + 0o50) + '\157' + '\x64' + chr(101))(chr(117) + chr(116) + '\x66' + '\x2d' + chr(56)) + xafqLlk3kkUe(SXOLrMavuUCe(b'u\x0f\t\x0c\xbd\x0c\xc9'), chr(100) + chr(2307 - 2206) + chr(0b1100011) + chr(0b1000010 + 0o55) + '\x64' + '\x65')(chr(117) + '\164' + chr(0b1100110) + chr(1089 - 1044) + chr(0b11101 + 0o33)) + sIvXbwrXJlMS.ENDC + xafqLlk3kkUe(SXOLrMavuUCe(b'\x19\x12s'), chr(100) + '\x65' + chr(0b1100011) + '\x6f' + chr(100) + chr(7266 - 7165))('\165' + chr(116) + chr(0b1100110) + chr(0b10000 + 0o35) + chr(0b111000))
xafqLlk3kkUe(koOzOul47fqs, xafqLlk3kkUe(SXOLrMavuUCe(b']\x11\t\x1c\xa7R'), '\144' + chr(101) + chr(99) + chr(4450 - 4339) + '\144' + chr(101))('\165' + '\x74' + '\146' + chr(0b101101) + chr(492 - 436)))(hmAlO988zvzs % (xafqLlk3kkUe(YitWAjCPw_g9, xafqLlk3kkUe(SXOLrMavuUCe(b'_\x04\x15\x15\x96X\xb6\x84'), chr(0b1100100) + chr(1326 - 1225) + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(8896 - 8795))(chr(6469 - 6352) + chr(0b100101 + 0o117) + chr(102) + chr(0b101101) + chr(0b100111 + 0o21))), M8_cKLkHVB2V(YitWAjCPw_g9), xafqLlk3kkUe(YitWAjCPw_g9, xafqLlk3kkUe(SXOLrMavuUCe(b'O\x0e\x0c\x0b\xaaS'), chr(100) + chr(101) + '\143' + chr(111) + chr(0b1100100) + '\145')('\165' + '\x74' + chr(0b1100110) + chr(1756 - 1711) + '\x38'))))
if xafqLlk3kkUe(YitWAjCPw_g9, xafqLlk3kkUe(SXOLrMavuUCe(b'U\x0f\x17\x1c\xbbi\xb7\x9bj\xe2\x0c\xc6Y\x90\xda'), chr(100) + '\x65' + chr(99) + chr(0b1101111) + chr(3397 - 3297) + chr(0b1100101))('\165' + chr(8939 - 8823) + chr(0b100001 + 0o105) + '\x2d' + chr(56))):
xafqLlk3kkUe(koOzOul47fqs, xafqLlk3kkUe(SXOLrMavuUCe(b']\x11\t\x1c\xa7R'), chr(0b1001101 + 0o27) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + '\x65')('\x75' + chr(0b1100011 + 0o21) + chr(0b1000100 + 0o42) + '\055' + chr(2558 - 2502)))((xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b's*;5\x9cs'), '\144' + chr(0b1001110 + 0o27) + chr(0b1011011 + 0o10) + '\x6f' + '\x64' + chr(0b1111 + 0o126))(chr(117) + '\164' + '\x66' + chr(45) + chr(56))) + xafqLlk3kkUe(SXOLrMavuUCe(b'h\x13\x18\x1a\xacT\xa2\x8a`\xbb'), chr(100) + '\x65' + chr(4561 - 4462) + chr(9311 - 9200) + chr(9325 - 9225) + '\x65')('\x75' + chr(7251 - 7135) + chr(5789 - 5687) + '\055' + chr(56)) + xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'y/=:'), chr(100) + chr(0b1100101) + '\x63' + chr(111) + chr(3286 - 3186) + chr(0b1100101))(chr(117) + '\164' + '\146' + '\055' + chr(1759 - 1703))) + xafqLlk3kkUe(SXOLrMavuUCe(b'6D\ns'), chr(0b11101 + 0o107) + '\145' + chr(99) + '\157' + chr(0b101 + 0o137) + chr(101))(chr(0b10110 + 0o137) + '\x74' + '\x66' + '\x2d' + chr(2106 - 2050))) % xafqLlk3kkUe(YitWAjCPw_g9, xafqLlk3kkUe(SXOLrMavuUCe(b'U\x0f\x17\x1c\xbbi\xb7\x9bj\xe2\x0c\xc6Y\x90\xda'), chr(0b1001001 + 0o33) + chr(101) + '\143' + chr(111) + '\144' + '\x65')(chr(117) + '\164' + chr(0b1100110) + chr(0b1101 + 0o40) + chr(0b11101 + 0o33))))
return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'6'), '\x64' + chr(1855 - 1754) + '\143' + chr(0b1101111) + chr(0b1011 + 0o131) + chr(0b1010 + 0o133))(chr(0b1110101) + chr(0b1100000 + 0o24) + '\146' + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'V\x0e\x10\x17'), '\144' + chr(0b1100101) + '\x63' + chr(0b1011010 + 0o25) + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b111000)))(koOzOul47fqs)
else:
return xafqLlk3kkUe(SXOLrMavuUCe(b'L\x18\r\x1c\xbaB\xe3\x99g\xf4\x0e\xcdV\xd3\xd4\x07\xbb+;{c\xa5,\xfc2y&'), chr(100) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + '\x65')('\x75' + chr(116) + '\146' + '\x2d' + chr(0b1101 + 0o53)) % M8_cKLkHVB2V(YitWAjCPw_g9)
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbCell.format_output_compare
|
def format_output_compare(self, key, left, right):
"""Format an output for printing"""
if isinstance(left, six.string_types):
left = _trim_base64(left)
if isinstance(right, six.string_types):
right = _trim_base64(right)
cc = self.colors
self.comparison_traceback.append(
cc.OKBLUE
+ " mismatch '%s'" % key
+ cc.FAIL)
# Use comparison repr from pytest:
hook_result = self.ihook.pytest_assertrepr_compare(
config=self.config, op='==', left=left, right=right)
for new_expl in hook_result:
if new_expl:
new_expl = [' %s' % line.replace("\n", "\\n") for line in new_expl]
self.comparison_traceback.append("\n assert reference_output == test_output failed:\n")
self.comparison_traceback.extend(new_expl)
break
else:
# Fallback repr:
self.comparison_traceback.append(
" <<<<<<<<<<<< Reference output from ipynb file:"
+ cc.ENDC)
self.comparison_traceback.append(_indent(left))
self.comparison_traceback.append(
cc.FAIL
+ ' ============ disagrees with newly computed (test) output:'
+ cc.ENDC)
self.comparison_traceback.append(_indent(right))
self.comparison_traceback.append(
cc.FAIL
+ ' >>>>>>>>>>>>')
self.comparison_traceback.append(cc.ENDC)
|
python
|
def format_output_compare(self, key, left, right):
"""Format an output for printing"""
if isinstance(left, six.string_types):
left = _trim_base64(left)
if isinstance(right, six.string_types):
right = _trim_base64(right)
cc = self.colors
self.comparison_traceback.append(
cc.OKBLUE
+ " mismatch '%s'" % key
+ cc.FAIL)
# Use comparison repr from pytest:
hook_result = self.ihook.pytest_assertrepr_compare(
config=self.config, op='==', left=left, right=right)
for new_expl in hook_result:
if new_expl:
new_expl = [' %s' % line.replace("\n", "\\n") for line in new_expl]
self.comparison_traceback.append("\n assert reference_output == test_output failed:\n")
self.comparison_traceback.extend(new_expl)
break
else:
# Fallback repr:
self.comparison_traceback.append(
" <<<<<<<<<<<< Reference output from ipynb file:"
+ cc.ENDC)
self.comparison_traceback.append(_indent(left))
self.comparison_traceback.append(
cc.FAIL
+ ' ============ disagrees with newly computed (test) output:'
+ cc.ENDC)
self.comparison_traceback.append(_indent(right))
self.comparison_traceback.append(
cc.FAIL
+ ' >>>>>>>>>>>>')
self.comparison_traceback.append(cc.ENDC)
|
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")",
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")",
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"+",
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")",
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"+",
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"' >>>>>>>>>>>>'",
")",
"self",
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".",
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"(",
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".",
"ENDC",
")"
] |
Format an output for printing
|
[
"Format",
"an",
"output",
"for",
"printing"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L480-L517
|
train
|
Format an output for printing
|
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(51) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b110001) + '\x36' + chr(52), 36165 - 36157), ehT0Px3KOsy9('\x30' + chr(4217 - 4106) + chr(52) + chr(0b10110 + 0o41), 56633 - 56625), ehT0Px3KOsy9('\x30' + '\157' + chr(55) + chr(1984 - 1929), ord("\x08")), ehT0Px3KOsy9(chr(1420 - 1372) + chr(0b111001 + 0o66) + chr(0b100011 + 0o15), 0o10), ehT0Px3KOsy9('\x30' + chr(6947 - 6836) + '\063' + chr(1445 - 1391) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b110001) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\x32' + '\065' + '\x35', 12703 - 12695), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b1110 + 0o45) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(801 - 751) + chr(50) + chr(2161 - 2110), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(1589 - 1538) + chr(0b101011 + 0o10), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(404 - 354) + chr(51) + chr(60 - 10), 52880 - 52872), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110100) + chr(0b10110 + 0o33), 0b1000), ehT0Px3KOsy9(chr(2086 - 2038) + chr(0b1001 + 0o146) + '\061' + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1033 - 985) + chr(11005 - 10894) + chr(0b101001 + 0o11) + '\x37' + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\x31' + chr(51), 48356 - 48348), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1704 - 1653) + chr(2178 - 2129) + chr(0b110011), 51425 - 51417), ehT0Px3KOsy9(chr(48) + chr(365 - 254) + chr(2334 - 2281) + '\061', 24531 - 24523), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b110011) + '\x34' + chr(0b110001), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(54) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(0b110011) + chr(0b110010) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2110 - 2062) + '\x6f' + chr(49) + chr(0b110101) + chr(0b101111 + 0o10), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b101111 + 0o5) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(8802 - 8691) + chr(1976 - 1923) + '\067', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(5617 - 5506) + chr(0b110101) + chr(0b101011 + 0o5), 50024 - 50016), ehT0Px3KOsy9(chr(621 - 573) + chr(0b1101011 + 0o4) + '\061' + '\063' + '\065', 11653 - 11645), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110010) + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + chr(0b110010) + chr(52) + chr(0b1000 + 0o51), 3133 - 3125), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + '\x33' + chr(53) + chr(1484 - 1436), 0o10), ehT0Px3KOsy9(chr(48) + chr(7966 - 7855) + '\x33' + chr(0b11111 + 0o25) + '\064', 0b1000), ehT0Px3KOsy9(chr(2019 - 1971) + chr(111) + chr(49) + chr(0b101000 + 0o14) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + '\062' + chr(0b110000) + chr(1587 - 1538), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b100000 + 0o117) + '\x33' + '\x34' + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1037 - 986) + chr(1613 - 1560) + chr(736 - 687), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\062' + chr(49), 24132 - 24124), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(49) + chr(48) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x32' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(273 - 224) + chr(0b110100) + chr(236 - 187), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1001 + 0o50) + chr(0b110000) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(52) + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + chr(53) + chr(0b101 + 0o53), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6'), chr(8741 - 8641) + chr(101) + '\143' + chr(0b1101111) + chr(100) + '\145')(chr(5014 - 4897) + chr(245 - 129) + '\x66' + chr(0b101101) + chr(0b100011 + 0o25)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zKBmSKnA7nSo(oVre8I6UXc3b, K3J4ZwSlE0sT, mtX6HPOlWiYu, isOYmsUx1jxa):
if PlSM16l2KDPD(mtX6HPOlWiYu, xafqLlk3kkUe(sYby0kpfssd4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\x00UVn\x96\x15\xd9a\xe3~\xe9'), '\x64' + '\x65' + '\143' + chr(11001 - 10890) + chr(100) + chr(101))('\x75' + chr(5354 - 5238) + chr(0b1011110 + 0o10) + '\055' + chr(231 - 175)))):
mtX6HPOlWiYu = AaIVFL4qIFZz(mtX6HPOlWiYu)
if PlSM16l2KDPD(isOYmsUx1jxa, xafqLlk3kkUe(sYby0kpfssd4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\x00UVn\x96\x15\xd9a\xe3~\xe9'), chr(100) + chr(6385 - 6284) + '\143' + chr(0b11010 + 0o125) + chr(100) + chr(0b1011 + 0o132))('\x75' + chr(116) + chr(102) + chr(0b111 + 0o46) + chr(1408 - 1352)))):
isOYmsUx1jxa = AaIVFL4qIFZz(isOYmsUx1jxa)
sIvXbwrXJlMS = oVre8I6UXc3b.colors
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), '\x64' + chr(8381 - 8280) + chr(3175 - 3076) + '\157' + '\144' + chr(2780 - 2679))(chr(117) + chr(116) + '\x66' + chr(45) + chr(1600 - 1544)))(xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7?esU\xb4'), chr(6965 - 6865) + chr(9587 - 9486) + '\143' + chr(10612 - 10501) + chr(7564 - 7464) + chr(5003 - 4902))(chr(1707 - 1590) + chr(6718 - 6602) + chr(0b1100110) + chr(45) + '\x38')) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8\x19NLm\x90>\xcep\xb3<\xbf\x92V'), chr(0b101110 + 0o66) + chr(3253 - 3152) + chr(9450 - 9351) + chr(0b101100 + 0o103) + '\x64' + chr(1008 - 907))(chr(12354 - 12237) + '\x74' + chr(102) + chr(0b11110 + 0o17) + chr(1066 - 1010)) % K3J4ZwSlE0sT + xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde5ns'), chr(0b1100100) + chr(0b1100101) + chr(9470 - 9371) + chr(0b101000 + 0o107) + chr(100) + '\145')('\x75' + chr(0b10110 + 0o136) + chr(0b111011 + 0o53) + chr(0b101001 + 0o4) + '\x38')))
ITYt0ZqIwRu6 = oVre8I6UXc3b.ihook.pytest_assertrepr_compare(config=oVre8I6UXc3b.jAj7S20Ct06o, op=xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5I'), '\144' + chr(3380 - 3279) + chr(99) + chr(111) + '\144' + '\145')(chr(0b1 + 0o164) + chr(6868 - 6752) + '\x66' + chr(45) + chr(2244 - 2188)), left=mtX6HPOlWiYu, right=isOYmsUx1jxa)
for aLuyIMCnUHz6 in ITYt0ZqIwRu6:
if aLuyIMCnUHz6:
aLuyIMCnUHz6 = [xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8T\x02L'), chr(100) + chr(101) + chr(9795 - 9696) + chr(0b11000 + 0o127) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b100101 + 0o117) + chr(8002 - 7900) + '\x2d' + chr(0b1000 + 0o60)) % LycYkDpyelF6.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'\x92'), '\144' + '\x65' + chr(99) + chr(1558 - 1447) + chr(0b101100 + 0o70) + chr(0b1100101))(chr(13211 - 13094) + chr(9468 - 9352) + '\146' + '\055' + chr(0b11100 + 0o34)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xc4\x1a'), '\x64' + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(45) + '\x38')) for LycYkDpyelF6 in aLuyIMCnUHz6]
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), chr(0b100101 + 0o77) + chr(4913 - 4812) + chr(0b1100011) + '\157' + '\144' + chr(0b1000101 + 0o40))(chr(10399 - 10282) + chr(0b1110100) + '\146' + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x92TFLs\x948\xd98\xe1~\xfc\x84\x03\xdb\xe5\xa8L\xbe\x1c\xa5\x1b\xd2Z\\}\xa6\x9c\xc8\x90\x00\xf2\x95\xb6\xbe7\xe3\x115T\xb8\x12FVl\x94.\x97\x12'), chr(0b11011 + 0o111) + chr(2904 - 2803) + '\x63' + chr(4998 - 4887) + chr(0b1100100) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)))
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd\x0cSZn\x95'), chr(0b1001000 + 0o34) + chr(101) + chr(99) + chr(0b111000 + 0o67) + chr(7525 - 7425) + chr(7642 - 7541))(chr(0b1110101) + '\164' + chr(0b1100110 + 0o0) + chr(0b101101) + chr(0b111000)))(aLuyIMCnUHz6)
break
else:
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), '\144' + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b101011 + 0o72))(chr(117) + chr(116) + chr(102) + chr(1662 - 1617) + chr(805 - 749)))(xafqLlk3kkUe(SXOLrMavuUCe(b"\xb8T\x1b\x03<\xcdv\x91$\xaf'\xa6\xddM\x9e\xd9\xaeO\x84\x01\xb5\x01\xc1J\x082\xee\xd5\x98\x91\x11\xa1\x87\x9b\xbe/\xb7\x080Y\xf6\x16\x07Yi\x9d/\x97"), '\144' + chr(101) + '\143' + chr(3542 - 3431) + '\x64' + chr(9751 - 9650))('\x75' + '\164' + chr(0b1100110) + '\055' + chr(0b111 + 0o61)) + xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd:c|'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(5373 - 5273) + chr(0b11000 + 0o115))(chr(0b101101 + 0o110) + chr(2898 - 2782) + chr(0b1011001 + 0o15) + '\055' + chr(0b111000))))
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), chr(0b1100100) + chr(9555 - 9454) + '\143' + '\x6f' + '\x64' + chr(101))('\x75' + chr(8814 - 8698) + chr(0b1100110) + '\055' + chr(56)))(FV2qbJYpCHKt(mtX6HPOlWiYu))
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), '\144' + chr(101) + '\x63' + '\x6f' + '\x64' + chr(0b1100100 + 0o1))(chr(0b1110100 + 0o1) + chr(2824 - 2708) + chr(7666 - 7564) + chr(714 - 669) + chr(0b10011 + 0o45)))(xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde5ns'), chr(9411 - 9311) + chr(0b1 + 0o144) + chr(0b1100011) + chr(7295 - 7184) + chr(100) + chr(0b1100101))('\x75' + chr(116) + '\146' + '\x2d' + chr(403 - 347))) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8T\x1a\x02=\xccw\x90%\xae&\xa7\xdcL\x9e\xef\xa2Z\x80\x14\xa2\n\xc7\\\x08*\xf2\xd5\x80\xc4\x0b\xe4\x96\x85\xa8b\xf4\x0e-P\xed\x00B[ \xd9>\xc8k\xe72\xba\x8e\x04\xca\xfb\xbe]\xdb'), '\x64' + chr(0b1100101) + chr(6594 - 6495) + '\x6f' + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(0b1001100 + 0o32) + chr(0b101101) + '\070') + xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd:c|'), chr(9454 - 9354) + chr(6065 - 5964) + '\143' + chr(111) + '\144' + chr(101))(chr(6316 - 6199) + chr(0b1110001 + 0o3) + chr(8362 - 8260) + chr(45) + '\070')))
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), '\x64' + chr(101) + '\x63' + '\157' + chr(1081 - 981) + chr(10172 - 10071))(chr(6342 - 6225) + chr(116) + chr(102) + chr(84 - 39) + chr(56)))(FV2qbJYpCHKt(isOYmsUx1jxa))
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), '\144' + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(0b111100 + 0o51))(chr(117) + '\x74' + '\146' + chr(45) + chr(56)))(xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xde5ns'), '\x64' + '\145' + '\143' + chr(0b100000 + 0o117) + '\x64' + '\145')(chr(0b100111 + 0o116) + chr(0b11101 + 0o127) + '\x66' + '\x2d' + chr(56))) + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8T\x19\x01>\xcft\x93&\xad%\xa4\xdfO'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b10 + 0o155) + chr(0b111010 + 0o52) + chr(0b1100101))('\x75' + '\164' + chr(102) + chr(0b1111 + 0o36) + chr(56)))
xafqLlk3kkUe(oVre8I6UXc3b.comparison_traceback, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9\x04WZn\x95'), '\144' + chr(0b1100101) + chr(0b1000010 + 0o41) + chr(0b10010 + 0o135) + '\144' + '\x65')('\165' + chr(7423 - 7307) + chr(0b1100110) + chr(45) + '\070'))(xafqLlk3kkUe(sIvXbwrXJlMS, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd:c|'), chr(0b100110 + 0o76) + chr(0b1011000 + 0o15) + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(117) + chr(116) + '\x66' + chr(0b101011 + 0o2) + '\070')))
|
fastai/fastai
|
docs_src/nbval/plugin.py
|
IPyNbCell.sanitize
|
def sanitize(self, s):
"""sanitize a string for comparison.
"""
if not isinstance(s, six.string_types):
return s
"""
re.sub matches a regex and replaces it with another.
The regex replacements are taken from a file if the option
is passed when py.test is called. Otherwise, the strings
are not processed
"""
for regex, replace in six.iteritems(self.parent.sanitize_patterns):
s = re.sub(regex, replace, s)
return s
|
python
|
def sanitize(self, s):
"""sanitize a string for comparison.
"""
if not isinstance(s, six.string_types):
return s
"""
re.sub matches a regex and replaces it with another.
The regex replacements are taken from a file if the option
is passed when py.test is called. Otherwise, the strings
are not processed
"""
for regex, replace in six.iteritems(self.parent.sanitize_patterns):
s = re.sub(regex, replace, s)
return s
|
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"\"\"\"\n re.sub matches a regex and replaces it with another.\n The regex replacements are taken from a file if the option\n is passed when py.test is called. Otherwise, the strings\n are not processed\n \"\"\"",
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] |
sanitize a string for comparison.
|
[
"sanitize",
"a",
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"for",
"comparison",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/docs_src/nbval/plugin.py#L775-L789
|
train
|
sanitize a string for comparison.
|
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(50) + chr(0b110011) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1130 - 1019) + chr(1278 - 1229) + chr(0b10000 + 0o45) + chr(2383 - 2329), 0o10), ehT0Px3KOsy9(chr(1318 - 1270) + '\x6f' + chr(0b10110 + 0o41) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\060' + '\x30', 64747 - 64739), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b11101 + 0o122) + chr(1169 - 1119) + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b101100 + 0o10) + chr(930 - 882), 57023 - 57015), ehT0Px3KOsy9('\x30' + chr(6065 - 5954) + chr(0b10001 + 0o40) + chr(48) + chr(0b111 + 0o51), 8), ehT0Px3KOsy9(chr(74 - 26) + '\x6f' + chr(51) + chr(614 - 561) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1724 - 1676) + chr(111) + chr(49) + '\064' + '\x32', 14188 - 14180), ehT0Px3KOsy9(chr(940 - 892) + '\157' + chr(0b110001) + chr(0b110111) + chr(0b10 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110111) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4343 - 4232) + '\062' + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(54) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b10100 + 0o36) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(3665 - 3554) + chr(51) + chr(49) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110010) + chr(0b101101 + 0o5), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + '\x31' + chr(0b11111 + 0o23) + chr(0b1100 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(819 - 769) + chr(2065 - 2016) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + chr(2037 - 1987) + chr(48) + '\060', 28808 - 28800), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x31' + chr(1059 - 1009) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1151 - 1101) + chr(0b110111) + chr(0b1110 + 0o43), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(969 - 919) + '\062' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + chr(1726 - 1674), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110 + 0o54) + '\063' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + chr(2063 - 2012), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(0b110010) + chr(0b110100) + '\x30', 8), ehT0Px3KOsy9('\x30' + chr(2594 - 2483) + '\062' + '\064' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\063' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b0 + 0o64) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b11110 + 0o25) + chr(0b10111 + 0o37), 27117 - 27109), ehT0Px3KOsy9('\060' + '\x6f' + chr(1740 - 1691) + chr(0b110001) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(0b101101 + 0o4) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11110 + 0o25) + chr(0b11 + 0o64) + '\x35', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o50) + '\064' + chr(1889 - 1834), 46442 - 46434), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b111101 + 0o62) + '\063' + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(2112 - 2001) + chr(51) + chr(49) + chr(53), 56825 - 56817), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(48) + chr(0b110000), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(944 - 896), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1'), '\x64' + '\x65' + chr(9106 - 9007) + chr(0b1101111) + chr(4073 - 3973) + chr(101))('\x75' + chr(116) + chr(0b1100110) + chr(1455 - 1410) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ApSZZD3_WTd2(oVre8I6UXc3b, vGrByMSYMp9h):
if not PlSM16l2KDPD(vGrByMSYMp9h, xafqLlk3kkUe(sYby0kpfssd4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec\x1aJ\xd8.\xca\xff4\x94\x12\x1bS'), chr(0b1000011 + 0o41) + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1000010 + 0o63) + chr(0b1010111 + 0o35) + chr(0b1011011 + 0o13) + '\055' + chr(0b111000)))):
return vGrByMSYMp9h
for (nOkNRy7CeY4l, bIswzHAqqeWd) in xafqLlk3kkUe(sYby0kpfssd4, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\x1a]\xc3)\xd9\xc5-\x9e'), chr(3277 - 3177) + '\x65' + chr(8241 - 8142) + '\x6f' + chr(0b1001 + 0o133) + chr(0b110110 + 0o57))(chr(0b10 + 0o163) + chr(0b1110100) + chr(7655 - 7553) + chr(45) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b.parent, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec\x0fV\xd84\xc4\xda%\xb2\x12\x1fT\x89\xe3G\xfb\xbc'), chr(100) + chr(0b10101 + 0o120) + chr(99) + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(8548 - 8432) + chr(5247 - 5145) + chr(0b101101) + chr(0b111000)))):
vGrByMSYMp9h = _7u55U49WwX2.sub(nOkNRy7CeY4l, bIswzHAqqeWd, vGrByMSYMp9h)
return vGrByMSYMp9h
|
fastai/fastai
|
fastai/vision/tta.py
|
_tta_only
|
def _tta_only(learn:Learner, ds_type:DatasetType=DatasetType.Valid, scale:float=1.35) -> Iterator[List[Tensor]]:
"Computes the outputs for several augmented inputs for TTA"
dl = learn.dl(ds_type)
ds = dl.dataset
old = ds.tfms
augm_tfm = [o for o in learn.data.train_ds.tfms if o.tfm not in
(crop_pad, flip_lr, dihedral, zoom)]
try:
pbar = master_bar(range(8))
for i in pbar:
row = 1 if i&1 else 0
col = 1 if i&2 else 0
flip = i&4
d = {'row_pct':row, 'col_pct':col, 'is_random':False}
tfm = [*augm_tfm, zoom(scale=scale, **d), crop_pad(**d)]
if flip: tfm.append(flip_lr(p=1.))
ds.tfms = tfm
yield get_preds(learn.model, dl, pbar=pbar, activ=_loss_func2activ(learn.loss_func))[0]
finally: ds.tfms = old
|
python
|
def _tta_only(learn:Learner, ds_type:DatasetType=DatasetType.Valid, scale:float=1.35) -> Iterator[List[Tensor]]:
"Computes the outputs for several augmented inputs for TTA"
dl = learn.dl(ds_type)
ds = dl.dataset
old = ds.tfms
augm_tfm = [o for o in learn.data.train_ds.tfms if o.tfm not in
(crop_pad, flip_lr, dihedral, zoom)]
try:
pbar = master_bar(range(8))
for i in pbar:
row = 1 if i&1 else 0
col = 1 if i&2 else 0
flip = i&4
d = {'row_pct':row, 'col_pct':col, 'is_random':False}
tfm = [*augm_tfm, zoom(scale=scale, **d), crop_pad(**d)]
if flip: tfm.append(flip_lr(p=1.))
ds.tfms = tfm
yield get_preds(learn.model, dl, pbar=pbar, activ=_loss_func2activ(learn.loss_func))[0]
finally: ds.tfms = old
|
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] |
Computes the outputs for several augmented inputs for TTA
|
[
"Computes",
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"inputs",
"for",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/tta.py#L10-L28
|
train
|
Computes the outputs for several augmented inputs for TTA
|
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) + '\x6f' + '\063' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11101 + 0o26) + chr(52) + chr(0b1010 + 0o53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\062' + chr(966 - 917), 36549 - 36541), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10 + 0o57) + chr(1546 - 1493) + chr(0b100001 + 0o20), 21375 - 21367), ehT0Px3KOsy9('\x30' + chr(12283 - 12172) + chr(0b110011) + chr(0b111 + 0o51) + chr(0b10011 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\x32' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(3460 - 3349) + chr(0b101010 + 0o11) + chr(2029 - 1977) + chr(1863 - 1812), 0b1000), ehT0Px3KOsy9(chr(1658 - 1610) + chr(111) + chr(2390 - 2339) + '\x34' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + chr(2210 - 2159) + chr(1034 - 986) + chr(0b10110 + 0o32), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110000) + '\x33', 0o10), ehT0Px3KOsy9(chr(1944 - 1896) + chr(0b111110 + 0o61) + chr(0b101110 + 0o5) + chr(0b110010 + 0o5) + chr(0b11010 + 0o34), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2937 - 2882) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(53) + chr(0b111 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(51) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(812 - 763) + chr(0b1011 + 0o52) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\x32' + chr(0b10000 + 0o47) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(9024 - 8913) + '\063' + chr(0b110100) + chr(2227 - 2174), 8), ehT0Px3KOsy9(chr(1415 - 1367) + chr(807 - 696) + chr(0b110001) + chr(52) + '\061', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\x32' + chr(49) + chr(0b10110 + 0o37), 14058 - 14050), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b11010 + 0o27) + chr(0b101011 + 0o12) + '\x37', 0o10), ehT0Px3KOsy9(chr(105 - 57) + '\x6f' + '\x33' + chr(54) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x36' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(2091 - 2043) + chr(0b1101111) + '\x31' + chr(0b110111) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11567 - 11456) + chr(51) + chr(1971 - 1920) + chr(0b110111), 559 - 551), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(49) + chr(48) + chr(0b0 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\x33' + chr(1064 - 1013), 8), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(2364 - 2312) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1843 - 1795) + '\x6f' + chr(49) + chr(0b10010 + 0o42) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1591 - 1538) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + '\063' + chr(80 - 31) + chr(0b110111), 65077 - 65069), ehT0Px3KOsy9('\060' + chr(0b1010011 + 0o34) + chr(0b1100 + 0o47) + chr(54) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(3765 - 3654) + '\066' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110001) + chr(0b100111 + 0o11), 134 - 126), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(11137 - 11026) + '\063' + chr(0b101 + 0o54) + chr(0b11001 + 0o32), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2508 - 2397) + '\063' + '\x37' + chr(0b110110), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\064' + chr(49), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(2433 - 2380) + chr(0b10010 + 0o43), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\063' + chr(0b100010 + 0o25), 0o10), ehT0Px3KOsy9(chr(48) + chr(11444 - 11333) + chr(0b11010 + 0o27) + chr(1764 - 1711) + '\064', 43175 - 43167), ehT0Px3KOsy9(chr(2099 - 2051) + '\157' + chr(0b110010) + chr(0b1 + 0o66) + chr(0b10001 + 0o45), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(812 - 764) + chr(1721 - 1610) + '\x35' + chr(1173 - 1125), 18641 - 18633)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'5'), '\x64' + '\145' + '\143' + '\x6f' + chr(0b1100100) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(1772 - 1727) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Ta9pCriE6RSm(C6wSU7u_KSZF, LjBBWMAnWNhB=xafqLlk3kkUe(OuybwfQApNqV, xafqLlk3kkUe(SXOLrMavuUCe(b'M\x84=\x00\xa1'), chr(0b1100100) + chr(0b1100101) + chr(8152 - 8053) + chr(7817 - 7706) + chr(100) + '\x65')(chr(0b1110101) + '\x74' + chr(0b1000101 + 0o41) + '\x2d' + '\x38')), xjPLimsZRgb9=1.35) -> NKxwUdYx2IOh[qRxF7OQ0y39T[gRjZVRK2322q]]:
TBU4GDgIgbK6 = C6wSU7u_KSZF.dl(LjBBWMAnWNhB)
JemPxC1eYHLi = TBU4GDgIgbK6.dataset
EeUncFPrmKTd = JemPxC1eYHLi.WuxpTL1pEvyj
ZLP4p2KBrVDv = [gb6ab8SSTLgq for gb6ab8SSTLgq in C6wSU7u_KSZF.data.train_ds.WuxpTL1pEvyj if gb6ab8SSTLgq.tfm not in (PEHwAOdBPtka, msrdSXwDv7bL, RJU2UJy3jNCK, QMOhFHN4JV0G)]
try:
IU1B1de_insx = hiQ9G5xq0QgA(vQr8gNKaIaWE(ehT0Px3KOsy9('\x30' + chr(10188 - 10077) + chr(444 - 395) + chr(48), ord("\x08"))))
for WVxHKyX45z_L in IU1B1de_insx:
TAK9K32TkBdA = ehT0Px3KOsy9(chr(48) + chr(111) + chr(49), 0o10) if WVxHKyX45z_L & ehT0Px3KOsy9('\x30' + chr(9379 - 9268) + chr(1463 - 1414), 8) else ehT0Px3KOsy9(chr(1178 - 1130) + '\x6f' + chr(48), 0b1000)
Qa2uSJqQPT3w = ehT0Px3KOsy9(chr(1028 - 980) + chr(0b1101111) + chr(1026 - 977), 8) if WVxHKyX45z_L & ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + '\062', 3573 - 3565) else ehT0Px3KOsy9('\x30' + chr(6861 - 6750) + '\x30', 8)
mFx6gsZ1V8KW = WVxHKyX45z_L & ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(655 - 603), ord("\x08"))
pd3lxn9vqWxp = {xafqLlk3kkUe(SXOLrMavuUCe(b'i\x8a&6\xb5p\x97'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(8866 - 8764) + '\x2d' + chr(2121 - 2065)): TAK9K32TkBdA, xafqLlk3kkUe(SXOLrMavuUCe(b'x\x8a=6\xb5p\x97'), '\x64' + chr(101) + chr(99) + '\157' + chr(6901 - 6801) + chr(0b1100101))('\x75' + chr(0b1011001 + 0o33) + chr(0b1001 + 0o135) + chr(0b101101) + chr(2932 - 2876)): Qa2uSJqQPT3w, xafqLlk3kkUe(SXOLrMavuUCe(b'r\x96\x0e\x1b\xa4}\x87\x88\xad'), chr(3958 - 3858) + '\145' + chr(99) + '\x6f' + '\144' + chr(101))('\x75' + '\x74' + chr(102) + chr(0b101101 + 0o0) + chr(0b111000)): ehT0Px3KOsy9('\x30' + chr(2113 - 2002) + chr(48), 8)}
kpqoctLMPMDD = [*ZLP4p2KBrVDv, QMOhFHN4JV0G(scale=xjPLimsZRgb9, **pd3lxn9vqWxp), PEHwAOdBPtka(**pd3lxn9vqWxp)]
if mFx6gsZ1V8KW:
xafqLlk3kkUe(kpqoctLMPMDD, xafqLlk3kkUe(SXOLrMavuUCe(b'z\x95!\x0c\xabw'), chr(4223 - 4123) + chr(0b1100101) + chr(6217 - 6118) + chr(0b1000011 + 0o54) + chr(8767 - 8667) + chr(0b100011 + 0o102))(chr(9663 - 9546) + chr(0b1110100) + chr(102) + chr(0b101101) + '\x38'))(msrdSXwDv7bL(p=1.0))
JemPxC1eYHLi.WuxpTL1pEvyj = kpqoctLMPMDD
yield VrRZd0fJHgmO(xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b']\xaea\x1f\xb4i\xb9\xd2\xa7\x13\xb0\x0f'), chr(7744 - 7644) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b110001 + 0o63) + chr(0b1010101 + 0o20))(chr(6823 - 6706) + chr(11251 - 11135) + chr(0b1011000 + 0o16) + chr(0b101101) + chr(0b111000))), TBU4GDgIgbK6, pbar=IU1B1de_insx, activ=OiT76MTIlBJq(xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'w\x8a"\x1a\x9au\x96\x89\xa3'), chr(5727 - 5627) + '\x65' + '\143' + '\157' + '\x64' + chr(10150 - 10049))('\x75' + chr(116) + chr(6077 - 5975) + chr(45) + '\070'))))[ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(728 - 680), 8)]
finally:
JemPxC1eYHLi.WuxpTL1pEvyj = EeUncFPrmKTd
|
fastai/fastai
|
fastai/vision/tta.py
|
_TTA
|
def _TTA(learn:Learner, beta:float=0.4, scale:float=1.35, ds_type:DatasetType=DatasetType.Valid, with_loss:bool=False) -> Tensors:
"Applies TTA to predict on `ds_type` dataset."
preds,y = learn.get_preds(ds_type)
all_preds = list(learn.tta_only(scale=scale, ds_type=ds_type))
avg_preds = torch.stack(all_preds).mean(0)
if beta is None: return preds,avg_preds,y
else:
final_preds = preds*beta + avg_preds*(1-beta)
if with_loss:
with NoneReduceOnCPU(learn.loss_func) as lf: loss = lf(final_preds, y)
return final_preds, y, loss
return final_preds, y
|
python
|
def _TTA(learn:Learner, beta:float=0.4, scale:float=1.35, ds_type:DatasetType=DatasetType.Valid, with_loss:bool=False) -> Tensors:
"Applies TTA to predict on `ds_type` dataset."
preds,y = learn.get_preds(ds_type)
all_preds = list(learn.tta_only(scale=scale, ds_type=ds_type))
avg_preds = torch.stack(all_preds).mean(0)
if beta is None: return preds,avg_preds,y
else:
final_preds = preds*beta + avg_preds*(1-beta)
if with_loss:
with NoneReduceOnCPU(learn.loss_func) as lf: loss = lf(final_preds, y)
return final_preds, y, loss
return final_preds, y
|
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] |
Applies TTA to predict on `ds_type` dataset.
|
[
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/tta.py#L32-L43
|
train
|
Applies TTA to predict on ds_type dataset.
|
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(0b10111 + 0o130) + chr(0b101000 + 0o11) + chr(55) + chr(0b101000 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(51) + chr(0b100110 + 0o21) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1859 - 1811) + '\157' + chr(0b100010 + 0o17) + chr(0b10000 + 0o45) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(3415 - 3304) + chr(49) + chr(0b1011 + 0o53) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101000 + 0o14), 5812 - 5804), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1011 + 0o50) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x34' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(0b110010) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + '\063' + '\x30' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\x33' + '\063' + '\060', 61438 - 61430), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\060' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b110110) + '\064', 3762 - 3754), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10110 + 0o40) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + '\061' + '\062', 44411 - 44403), ehT0Px3KOsy9('\060' + chr(5071 - 4960) + '\063' + '\064', 41268 - 41260), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b0 + 0o66) + '\061', 64413 - 64405), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1617 - 1562) + chr(1159 - 1106), 8622 - 8614), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(49) + '\064', 0o10), ehT0Px3KOsy9(chr(1522 - 1474) + chr(0b1000101 + 0o52) + chr(0b110010) + chr(0b110111) + chr(1384 - 1336), 40113 - 40105), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(55) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b11010 + 0o27), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x33', 0b1000), ehT0Px3KOsy9(chr(1863 - 1815) + chr(4841 - 4730) + chr(0b11111 + 0o23) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6566 - 6455) + chr(0b1111 + 0o43) + chr(0b110011) + chr(146 - 98), 0o10), ehT0Px3KOsy9('\060' + chr(7131 - 7020) + chr(2074 - 2024) + chr(1877 - 1823) + chr(0b10000 + 0o44), 0b1000), ehT0Px3KOsy9(chr(1987 - 1939) + chr(0b1101111) + chr(1505 - 1451) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(11234 - 11123) + chr(0b11101 + 0o24) + '\063' + chr(0b101010 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(8164 - 8053) + chr(0b101000 + 0o11) + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(1455 - 1406) + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1744 - 1696) + chr(111) + chr(0b110011) + chr(0b110000) + chr(0b101110 + 0o5), 0o10), ehT0Px3KOsy9(chr(473 - 425) + chr(0b1101111) + chr(1243 - 1192) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(49) + chr(0b110010) + chr(0b10011 + 0o40), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1352 - 1301) + chr(1672 - 1620) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b100001 + 0o116) + '\x32' + chr(0b100101 + 0o15) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(0b110011) + chr(2838 - 2783) + '\063', 16804 - 16796), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b11010 + 0o34) + chr(1278 - 1229), 0b1000), ehT0Px3KOsy9(chr(1025 - 977) + chr(111) + chr(82 - 32) + chr(54) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b101 + 0o57) + chr(0b110100 + 0o2), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(0b110001) + chr(0b110001) + '\x35', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'P'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1010011 + 0o21) + chr(101))(chr(117) + '\x74' + chr(102) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zEq6rzorcdm4(C6wSU7u_KSZF, FjcovgoHM1LG=0.4, xjPLimsZRgb9=1.35, LjBBWMAnWNhB=xafqLlk3kkUe(OuybwfQApNqV, xafqLlk3kkUe(SXOLrMavuUCe(b'(\x9e\x01\x19`'), chr(0b110010 + 0o62) + '\145' + '\143' + chr(0b1101111) + chr(100) + chr(0b100001 + 0o104))(chr(117) + chr(0b1110100) + chr(0b110101 + 0o61) + '\x2d' + chr(56))), IhskhDSoJSf3=ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(5237 - 5126) + '\060', 0o10)) -> YoFzOLR0l5E8:
(rFir39ju85_Z, SqiSOtYOqOJH) = C6wSU7u_KSZF.get_preds(LjBBWMAnWNhB)
t1_c3HwXqpYB = YyaZ4tpXu4lf(C6wSU7u_KSZF.tta_only(scale=xjPLimsZRgb9, ds_type=LjBBWMAnWNhB))
nRr0tCha4BJE = cEkFpYktkSeK.stack(t1_c3HwXqpYB).aJhItC_Vawlw(ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + '\060', 8))
if FjcovgoHM1LG is None:
return (rFir39ju85_Z, nRr0tCha4BJE, SqiSOtYOqOJH)
else:
nArxqQEGMxBc = rFir39ju85_Z * FjcovgoHM1LG + nRr0tCha4BJE * (ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(404 - 355), 34008 - 34000) - FjcovgoHM1LG)
if IhskhDSoJSf3:
with JWIRr_SImzq8(xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x12\x90\x1e\x03[\x7f\x97\x7f\xa6'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(0b101010 + 0o73))(chr(117) + '\164' + chr(0b1111 + 0o127) + '\055' + '\070'))) as gCUlSiAiFQxy:
YpO0BcZ6fMsf = gCUlSiAiFQxy(nArxqQEGMxBc, SqiSOtYOqOJH)
return (nArxqQEGMxBc, SqiSOtYOqOJH, YpO0BcZ6fMsf)
return (nArxqQEGMxBc, SqiSOtYOqOJH)
|
fastai/fastai
|
fastai/metrics.py
|
fbeta
|
def fbeta(y_pred:Tensor, y_true:Tensor, thresh:float=0.2, beta:float=2, eps:float=1e-9, sigmoid:bool=True)->Rank0Tensor:
"Computes the f_beta between `preds` and `targets`"
beta2 = beta ** 2
if sigmoid: y_pred = y_pred.sigmoid()
y_pred = (y_pred>thresh).float()
y_true = y_true.float()
TP = (y_pred*y_true).sum(dim=1)
prec = TP/(y_pred.sum(dim=1)+eps)
rec = TP/(y_true.sum(dim=1)+eps)
res = (prec*rec)/(prec*beta2+rec+eps)*(1+beta2)
return res.mean()
|
python
|
def fbeta(y_pred:Tensor, y_true:Tensor, thresh:float=0.2, beta:float=2, eps:float=1e-9, sigmoid:bool=True)->Rank0Tensor:
"Computes the f_beta between `preds` and `targets`"
beta2 = beta ** 2
if sigmoid: y_pred = y_pred.sigmoid()
y_pred = (y_pred>thresh).float()
y_true = y_true.float()
TP = (y_pred*y_true).sum(dim=1)
prec = TP/(y_pred.sum(dim=1)+eps)
rec = TP/(y_true.sum(dim=1)+eps)
res = (prec*rec)/(prec*beta2+rec+eps)*(1+beta2)
return res.mean()
|
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Computes the f_beta between `preds` and `targets`
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L12-L22
|
train
|
Computes the f_beta between preds and targets
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1303 - 1253) + '\x30' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1015 - 965) + '\x34' + chr(0b110100 + 0o1), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(617 - 565) + chr(1103 - 1053), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(668 - 615) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b101101 + 0o10) + chr(696 - 643), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o52) + chr(54) + chr(54), 34997 - 34989), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(2130 - 2081) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(2457 - 2407) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10110 + 0o33) + '\064' + '\067', 37238 - 37230), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(1890 - 1835) + chr(0b101101 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110110), 13382 - 13374), ehT0Px3KOsy9('\x30' + chr(976 - 865) + chr(51) + chr(0b110001) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b11010 + 0o34) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + chr(0b10101 + 0o36) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + '\x33' + chr(55) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1377 - 1328) + chr(0b10011 + 0o35) + chr(1385 - 1330), 0o10), ehT0Px3KOsy9(chr(2302 - 2254) + chr(5622 - 5511) + chr(50) + '\x33' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b101011 + 0o6) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(417 - 369) + chr(111) + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110011) + '\x32', 0o10), ehT0Px3KOsy9(chr(143 - 95) + chr(3106 - 2995) + chr(0b110001 + 0o2) + '\x37' + chr(832 - 781), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100101 + 0o15) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(54) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\061' + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(403 - 353) + chr(0b110100) + chr(1347 - 1297), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(10025 - 9914) + '\062' + '\067' + chr(1950 - 1900), 44085 - 44077), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1549 - 1495) + '\067', 54556 - 54548), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x34' + chr(1783 - 1728), 59668 - 59660), ehT0Px3KOsy9(chr(0b110000) + chr(3178 - 3067) + chr(466 - 416) + chr(867 - 819) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(12288 - 12177) + '\x33' + '\x36' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(1306 - 1252) + chr(1979 - 1928), 39466 - 39458), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\x32' + chr(50) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(1424 - 1369) + chr(732 - 680), 731 - 723), ehT0Px3KOsy9(chr(48) + chr(4722 - 4611) + '\061' + chr(0b110100) + chr(0b11 + 0o61), 25627 - 25619), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\x34' + '\x30', 28997 - 28989), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\067' + '\x31', 0o10), ehT0Px3KOsy9(chr(741 - 693) + '\x6f' + chr(50) + chr(51) + chr(0b110111), 39193 - 39185), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101 + 0o54) + '\062' + chr(51), 24439 - 24431)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(0b10100 + 0o34), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xac'), '\144' + chr(5678 - 5577) + chr(99) + '\157' + chr(6897 - 6797) + chr(101))(chr(10242 - 10125) + chr(13099 - 12983) + '\146' + chr(894 - 849) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ijeiDHyblxau(xnfbBDu0Jqlg, riTr1__7gHR4, aV_ML5E6yBQq=0.2, FjcovgoHM1LG=ehT0Px3KOsy9('\060' + '\157' + chr(0b11011 + 0o27), 0b1000), ANx8zFubz7L8=1e-09, DbgiSh0DpvJy=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10110 + 0o33), ord("\x08"))) -> ebIAz2bBxrI8:
ekqI06bsWDgj = FjcovgoHM1LG ** ehT0Px3KOsy9(chr(0b110000) + chr(2837 - 2726) + chr(677 - 627), 8)
if DbgiSh0DpvJy:
xnfbBDu0Jqlg = xnfbBDu0Jqlg.sigmoid()
xnfbBDu0Jqlg = (xnfbBDu0Jqlg > aV_ML5E6yBQq).float()
riTr1__7gHR4 = riTr1__7gHR4.float()
oVJrr2mn5DW5 = (xnfbBDu0Jqlg * riTr1__7gHR4).xkxBmo49x2An(dim=ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 8))
ANktCRdddHV_ = oVJrr2mn5DW5 / (xnfbBDu0Jqlg.xkxBmo49x2An(dim=ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110001), 8)) + ANx8zFubz7L8)
MnMCYVsiR1pJ = oVJrr2mn5DW5 / (riTr1__7gHR4.xkxBmo49x2An(dim=ehT0Px3KOsy9('\060' + '\x6f' + chr(955 - 906), 8)) + ANx8zFubz7L8)
MsbwfslwLjRO = ANktCRdddHV_ * MnMCYVsiR1pJ / (ANktCRdddHV_ * ekqI06bsWDgj + MnMCYVsiR1pJ + ANx8zFubz7L8) * (ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 8) + ekqI06bsWDgj)
return xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\xec\xcd+\x18.\xe9\x98v\x10\x97q'), chr(100) + chr(7006 - 6905) + chr(1383 - 1284) + chr(7294 - 7183) + '\144' + chr(3648 - 3547))(chr(0b1110101) + chr(0b1110100) + chr(8967 - 8865) + chr(0b101101) + chr(0b10011 + 0o45)))()
|
fastai/fastai
|
fastai/metrics.py
|
accuracy
|
def accuracy(input:Tensor, targs:Tensor)->Rank0Tensor:
"Compute accuracy with `targs` when `input` is bs * n_classes."
n = targs.shape[0]
input = input.argmax(dim=-1).view(n,-1)
targs = targs.view(n,-1)
return (input==targs).float().mean()
|
python
|
def accuracy(input:Tensor, targs:Tensor)->Rank0Tensor:
"Compute accuracy with `targs` when `input` is bs * n_classes."
n = targs.shape[0]
input = input.argmax(dim=-1).view(n,-1)
targs = targs.view(n,-1)
return (input==targs).float().mean()
|
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Compute accuracy with `targs` when `input` is bs * n_classes.
|
[
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"is",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L24-L29
|
train
|
Compute accuracy with targs when input is bs * n_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('\x30' + '\157' + chr(51) + chr(50) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(49) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(52) + chr(695 - 642), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1000101 + 0o52) + '\x37' + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2266 - 2215) + chr(0b1111 + 0o45) + '\x35', 50724 - 50716), ehT0Px3KOsy9(chr(1559 - 1511) + chr(111) + chr(1658 - 1609) + chr(0b1101 + 0o52) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(2149 - 2101) + '\x6f' + '\061' + chr(0b110001) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10011 + 0o41) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b110001) + chr(0b110101) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101101 + 0o4) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110010) + chr(0b111 + 0o60), 0b1000), ehT0Px3KOsy9(chr(246 - 198) + chr(0b1011 + 0o144) + chr(0b110011) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(751 - 703) + chr(0b1101111) + chr(49) + chr(53) + chr(0b110110), 61980 - 61972), ehT0Px3KOsy9('\060' + chr(0b1000010 + 0o55) + chr(51) + chr(488 - 434) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x34' + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(54) + '\061', 0b1000), ehT0Px3KOsy9(chr(923 - 875) + '\x6f' + chr(0b1010 + 0o47) + chr(52) + chr(99 - 47), 0o10), ehT0Px3KOsy9(chr(2200 - 2152) + '\x6f' + chr(0b101101 + 0o4) + chr(55) + chr(52), 8), ehT0Px3KOsy9(chr(312 - 264) + chr(6867 - 6756) + '\x31' + '\x36' + chr(111 - 59), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(188 - 134), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101111 + 0o2) + chr(0b10101 + 0o33) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + '\x30' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(687 - 639) + chr(2113 - 2002) + '\061' + '\x35' + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + '\063' + chr(1413 - 1363) + '\x32', 1698 - 1690), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\x34' + chr(239 - 190), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b11 + 0o56) + chr(0b10011 + 0o43) + chr(2150 - 2102), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(0b110010) + chr(0b100000 + 0o22) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(580 - 532) + chr(4660 - 4549) + chr(0b110001) + '\x36' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010110 + 0o31) + '\x31' + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1384 - 1336) + chr(0b1101111) + chr(0b11 + 0o56) + '\x33' + chr(0b101000 + 0o12), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110), 35453 - 35445), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(50) + chr(1170 - 1117), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1771 - 1660) + chr(55) + '\064', 30093 - 30085), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b11001 + 0o35) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + chr(1744 - 1695) + '\064' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(226 - 178) + chr(0b1101111) + chr(50) + chr(0b110010) + chr(160 - 112), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101000 + 0o16) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b0 + 0o64) + chr(0b101 + 0o53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(0b110011) + '\066' + chr(0b110111), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(1162 - 1109) + chr(0b110000), 34687 - 34679)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb'), '\144' + chr(0b100011 + 0o102) + '\143' + '\157' + '\144' + '\x65')(chr(0b111 + 0o156) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Nb7fObKn_ZBQ(Y3jVKaC8LEDU, JzqvOwnp5rvU) -> ebIAz2bBxrI8:
m1NkCryOw9Bx = JzqvOwnp5rvU.nauYfLglTpcb[ehT0Px3KOsy9(chr(48) + '\157' + chr(2003 - 1955), ord("\x08"))]
Y3jVKaC8LEDU = Y3jVKaC8LEDU.argmax(dim=-ehT0Px3KOsy9(chr(48) + '\x6f' + chr(515 - 466), 0o10)).view(m1NkCryOw9Bx, -ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', 8))
JzqvOwnp5rvU = JzqvOwnp5rvU.view(m1NkCryOw9Bx, -ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\x31', 8))
return xafqLlk3kkUe((Y3jVKaC8LEDU == JzqvOwnp5rvU).float(), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xc7Mq\x91?\x15BG\x1dd\xe0'), chr(100) + '\x65' + chr(0b1100011) + chr(7956 - 7845) + chr(352 - 252) + '\x65')(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(56)))()
|
fastai/fastai
|
fastai/metrics.py
|
accuracy_thresh
|
def accuracy_thresh(y_pred:Tensor, y_true:Tensor, thresh:float=0.5, sigmoid:bool=True)->Rank0Tensor:
"Compute accuracy when `y_pred` and `y_true` are the same size."
if sigmoid: y_pred = y_pred.sigmoid()
return ((y_pred>thresh)==y_true.byte()).float().mean()
|
python
|
def accuracy_thresh(y_pred:Tensor, y_true:Tensor, thresh:float=0.5, sigmoid:bool=True)->Rank0Tensor:
"Compute accuracy when `y_pred` and `y_true` are the same size."
if sigmoid: y_pred = y_pred.sigmoid()
return ((y_pred>thresh)==y_true.byte()).float().mean()
|
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Compute accuracy when `y_pred` and `y_true` are the same size.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L31-L34
|
train
|
Compute accuracy when y_pred and y_true are the same size.
|
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(49) + chr(0b110110 + 0o1) + '\x30', 61530 - 61522), ehT0Px3KOsy9('\060' + chr(0b1101111 + 0o0) + chr(0b1100 + 0o45) + chr(54), 48172 - 48164), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(0b110111), 61019 - 61011), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(48) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(909 - 859) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + '\x32', 1612 - 1604), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + '\064' + chr(49), 0o10), ehT0Px3KOsy9(chr(1487 - 1439) + '\x6f' + '\062' + '\x35' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1318 - 1270) + chr(111) + '\x31' + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\062' + chr(1924 - 1869), ord("\x08")), ehT0Px3KOsy9(chr(1097 - 1049) + chr(0b1101111) + '\x32' + chr(0b10011 + 0o40) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1849 - 1801) + '\157' + chr(0b10010 + 0o40) + chr(1730 - 1681), 0o10), ehT0Px3KOsy9(chr(488 - 440) + chr(768 - 657) + chr(0b110011) + chr(54) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(901 - 853) + '\157' + chr(50) + chr(50) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + chr(0b110011) + chr(1540 - 1492) + chr(0b11001 + 0o34), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x36' + chr(0b101011 + 0o12), 2056 - 2048), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b11011 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3965 - 3854) + chr(312 - 261), ord("\x08")), ehT0Px3KOsy9(chr(1616 - 1568) + chr(0b1101111) + chr(0b11111 + 0o24) + '\066' + chr(0b110011), 3249 - 3241), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(1125 - 1072) + chr(0b100011 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(1270 - 1216), 0b1000), ehT0Px3KOsy9('\060' + chr(0b10001 + 0o136) + chr(1420 - 1371) + '\067' + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11001 + 0o30) + '\x34' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101111 + 0o100) + chr(0b110011) + chr(49) + '\060', 0o10), ehT0Px3KOsy9(chr(2103 - 2055) + chr(0b1101111) + chr(0b110001) + chr(54) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x30' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(10862 - 10751) + chr(0b110010) + chr(0b110110) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(1225 - 1173) + chr(356 - 303), ord("\x08")), ehT0Px3KOsy9(chr(1424 - 1376) + '\157' + '\x37' + '\x34', 44975 - 44967), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\063' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10111 + 0o34) + chr(383 - 333) + chr(0b11001 + 0o34), 54579 - 54571), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b11001 + 0o33) + '\x35', 40652 - 40644), ehT0Px3KOsy9(chr(1721 - 1673) + chr(111) + '\061' + '\x32' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1074 - 1026) + chr(0b1101111) + chr(0b110001) + chr(1747 - 1698) + chr(0b11000 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(470 - 419) + chr(52) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(0b110010) + '\x32' + chr(0b11010 + 0o30), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b101010 + 0o12) + chr(808 - 758), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\x32' + chr(0b110100) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x33' + chr(687 - 635), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(9502 - 9391) + chr(0b101010 + 0o13) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(9837 - 9737) + chr(0b1100101) + chr(99) + chr(5210 - 5099) + '\144' + '\x65')('\165' + chr(8131 - 8015) + '\146' + chr(0b101000 + 0o5) + chr(0b110110 + 0o2)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def uEtpn1c1Dtk_(xnfbBDu0Jqlg, riTr1__7gHR4, aV_ML5E6yBQq=0.5, DbgiSh0DpvJy=ehT0Px3KOsy9('\060' + chr(5279 - 5168) + '\061', ord("\x08"))) -> ebIAz2bBxrI8:
if DbgiSh0DpvJy:
xnfbBDu0Jqlg = xnfbBDu0Jqlg.sigmoid()
return xafqLlk3kkUe(((xnfbBDu0Jqlg > aV_ML5E6yBQq) == riTr1__7gHR4.byte()).float(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x19DpF3\xd5mw\xccx;\xea'), '\144' + chr(0b1100101) + '\143' + chr(111) + '\144' + '\145')(chr(0b101000 + 0o115) + chr(0b10 + 0o162) + chr(6251 - 6149) + chr(1750 - 1705) + chr(3002 - 2946)))()
|
fastai/fastai
|
fastai/metrics.py
|
top_k_accuracy
|
def top_k_accuracy(input:Tensor, targs:Tensor, k:int=5)->Rank0Tensor:
"Computes the Top-k accuracy (target is in the top k predictions)."
input = input.topk(k=k, dim=-1)[1]
targs = targs.unsqueeze(dim=-1).expand_as(input)
return (input == targs).max(dim=-1)[0].float().mean()
|
python
|
def top_k_accuracy(input:Tensor, targs:Tensor, k:int=5)->Rank0Tensor:
"Computes the Top-k accuracy (target is in the top k predictions)."
input = input.topk(k=k, dim=-1)[1]
targs = targs.unsqueeze(dim=-1).expand_as(input)
return (input == targs).max(dim=-1)[0].float().mean()
|
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] |
Computes the Top-k accuracy (target is in the top k predictions).
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L36-L40
|
train
|
Computes the Top - k accuracy ( target is in the top k predictions.
|
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(566 - 518) + chr(111) + chr(50) + '\x35' + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1687 - 1638) + '\065' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b100010 + 0o115) + '\061' + '\060' + '\060', 0o10), ehT0Px3KOsy9(chr(83 - 35) + '\x6f' + chr(0b110010) + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1946 - 1898) + chr(111) + chr(2585 - 2534) + chr(0b110010 + 0o3) + chr(907 - 853), 62810 - 62802), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\x32' + '\066' + chr(554 - 503), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + '\063' + chr(1693 - 1641) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110001 + 0o1) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(2800 - 2746) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b10110 + 0o131) + chr(0b10110 + 0o33) + chr(1873 - 1825) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(49) + chr(49), 7578 - 7570), ehT0Px3KOsy9(chr(1206 - 1158) + chr(0b1101111) + chr(1869 - 1815), 9952 - 9944), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\063' + chr(2666 - 2613), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100111 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(963 - 915) + chr(111) + chr(51) + chr(0b110001) + chr(50), 30988 - 30980), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(7918 - 7807) + chr(1029 - 980) + '\x32' + '\060', 57306 - 57298), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b0 + 0o64) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b100001 + 0o20) + chr(2178 - 2128) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + '\062' + '\060' + chr(0b110101), 16494 - 16486), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\060' + '\x35', 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(9828 - 9717) + chr(1471 - 1421), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1001010 + 0o45) + '\062' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(49) + '\061' + chr(0b110111), 31624 - 31616), ehT0Px3KOsy9(chr(720 - 672) + chr(0b1011111 + 0o20) + '\x36' + chr(1721 - 1672), 0b1000), ehT0Px3KOsy9(chr(1316 - 1268) + '\x6f' + chr(0b110010) + chr(0b100111 + 0o17) + chr(0b101010 + 0o6), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10763 - 10652) + chr(0b110011) + chr(0b110000), 8286 - 8278), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b11010 + 0o31) + chr(0b1100 + 0o46) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(4361 - 4250) + chr(0b110000 + 0o1) + '\x32' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(0b110001) + '\067' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x31' + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(427 - 376) + chr(52) + '\064', 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b11010 + 0o125) + chr(0b100100 + 0o17) + '\x30' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(7022 - 6911) + chr(0b110010 + 0o2) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2046 - 1995) + '\065' + '\x31', 371 - 363), ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + chr(0b101111 + 0o3) + '\065' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1821 - 1773) + chr(111) + chr(0b110001) + chr(51) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\x34', 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + '\062' + chr(1672 - 1624) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(819 - 768) + chr(50) + chr(2071 - 2021), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(55) + chr(0b110001), 32519 - 32511)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + chr(48), 671 - 663)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x80'), chr(9841 - 9741) + chr(101) + chr(6937 - 6838) + chr(111) + chr(0b1010100 + 0o20) + chr(0b1010001 + 0o24))(chr(117) + chr(10385 - 10269) + '\146' + '\055' + chr(0b11101 + 0o33)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aJpwZvQ3oh4h(Y3jVKaC8LEDU, JzqvOwnp5rvU, OolUPRJhRaJd=ehT0Px3KOsy9(chr(735 - 687) + '\157' + chr(0b1100 + 0o51), 8)) -> ebIAz2bBxrI8:
Y3jVKaC8LEDU = Y3jVKaC8LEDU.topk(k=OolUPRJhRaJd, dim=-ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(49), 0o10))[ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31', 8)]
JzqvOwnp5rvU = JzqvOwnp5rvU.unsqueeze(dim=-ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 8)).expand_as(Y3jVKaC8LEDU)
return xafqLlk3kkUe((Y3jVKaC8LEDU == JzqvOwnp5rvU).max(dim=-ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061', 8))[ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + chr(0b110000), 0o10)].float(), xafqLlk3kkUe(SXOLrMavuUCe(b"\xcf'(\xc6\x9a\xf0\xbb\x82\x122%q"), '\144' + '\x65' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(101))('\165' + chr(0b100001 + 0o123) + '\x66' + chr(45) + chr(2303 - 2247)))()
|
fastai/fastai
|
fastai/metrics.py
|
dice
|
def dice(input:Tensor, targs:Tensor, iou:bool=False)->Rank0Tensor:
"Dice coefficient metric for binary target. If iou=True, returns iou metric, classic for segmentation problems."
n = targs.shape[0]
input = input.argmax(dim=1).view(n,-1)
targs = targs.view(n,-1)
intersect = (input * targs).sum().float()
union = (input+targs).sum().float()
if not iou: return (2. * intersect / union if union > 0 else union.new([1.]).squeeze())
else: return intersect / (union-intersect+1.0)
|
python
|
def dice(input:Tensor, targs:Tensor, iou:bool=False)->Rank0Tensor:
"Dice coefficient metric for binary target. If iou=True, returns iou metric, classic for segmentation problems."
n = targs.shape[0]
input = input.argmax(dim=1).view(n,-1)
targs = targs.view(n,-1)
intersect = (input * targs).sum().float()
union = (input+targs).sum().float()
if not iou: return (2. * intersect / union if union > 0 else union.new([1.]).squeeze())
else: return intersect / (union-intersect+1.0)
|
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Dice coefficient metric for binary target. If iou=True, returns iou metric, classic for segmentation problems.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L46-L54
|
train
|
Dice coefficient metric for binary target. If iou = True returns iou metric classic for segmentation problems.
|
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(7540 - 7429) + chr(940 - 891) + chr(0b110111) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1503 - 1455) + chr(8885 - 8774) + chr(0b110001) + chr(0b110000) + chr(1772 - 1719), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(51) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(0b110011) + chr(48) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o61) + chr(48) + '\x30', 0o10), ehT0Px3KOsy9(chr(1106 - 1058) + '\x6f' + '\062' + chr(53) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x31' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(11986 - 11875) + '\066' + '\062', 30164 - 30156), ehT0Px3KOsy9(chr(0b110000) + chr(11892 - 11781) + chr(51) + chr(0b101000 + 0o10) + chr(119 - 66), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5959 - 5848) + chr(0b110001) + chr(2275 - 2224) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(49) + chr(51) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10017 - 9906) + chr(2025 - 1975) + chr(51) + chr(675 - 625), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10011 + 0o40) + chr(1176 - 1122) + '\064', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(6339 - 6228) + chr(51) + chr(53) + chr(326 - 278), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + chr(594 - 540), 0o10), ehT0Px3KOsy9(chr(1181 - 1133) + chr(0b1100011 + 0o14) + '\063' + chr(0b110111) + chr(1110 - 1056), 0b1000), ehT0Px3KOsy9(chr(368 - 320) + '\157' + chr(0b101011 + 0o6) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + chr(559 - 508) + chr(0b101100 + 0o12) + chr(48), 24864 - 24856), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + '\063' + chr(0b101010 + 0o6) + '\065', 8), ehT0Px3KOsy9(chr(48) + chr(972 - 861) + '\061' + chr(0b110101) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(399 - 348) + '\064' + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(739 - 628) + chr(0b101001 + 0o10) + '\064' + chr(344 - 293), ord("\x08")), ehT0Px3KOsy9(chr(2286 - 2238) + '\157' + '\x37' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(10280 - 10169) + chr(50) + chr(0b101111 + 0o7) + chr(742 - 691), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6555 - 6444) + chr(0b110010) + '\067' + chr(51), 9832 - 9824), ehT0Px3KOsy9(chr(0b110000) + chr(4552 - 4441) + chr(54) + chr(0b101010 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(1025 - 973) + chr(292 - 240), ord("\x08")), ehT0Px3KOsy9(chr(66 - 18) + '\157' + '\x31' + chr(53) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(9254 - 9143) + chr(545 - 496) + chr(1593 - 1543) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1868 - 1820) + chr(0b1101111) + '\062' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(11970 - 11859) + chr(1608 - 1559) + chr(0b110100) + chr(0b110010), 31865 - 31857), ehT0Px3KOsy9(chr(2220 - 2172) + '\157' + chr(50) + chr(0b110110) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(6869 - 6758) + chr(51) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(5823 - 5712) + '\x33' + chr(0b100011 + 0o22), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\064' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x36', 10008 - 10000), ehT0Px3KOsy9('\x30' + chr(8338 - 8227) + chr(0b11 + 0o56) + '\062' + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(51) + chr(1931 - 1883), 56459 - 56451), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\x32' + chr(0b110101), 27364 - 27356)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(0b1100100) + chr(0b1000111 + 0o36) + '\x63' + chr(0b1101111) + '\144' + chr(0b11011 + 0o112))(chr(5257 - 5140) + '\164' + chr(0b1000001 + 0o45) + chr(0b101101) + chr(264 - 208)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def _dRvJ_mhudWN(Y3jVKaC8LEDU, JzqvOwnp5rvU, QuP9qp_8KcAp=ehT0Px3KOsy9(chr(48) + chr(3882 - 3771) + chr(48), ord("\x08"))) -> ebIAz2bBxrI8:
m1NkCryOw9Bx = JzqvOwnp5rvU.nauYfLglTpcb[ehT0Px3KOsy9('\x30' + '\157' + chr(48), 8)]
Y3jVKaC8LEDU = Y3jVKaC8LEDU.argmax(dim=ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 5022 - 5014)).view(m1NkCryOw9Bx, -ehT0Px3KOsy9('\x30' + chr(7668 - 7557) + chr(49), 8))
JzqvOwnp5rvU = JzqvOwnp5rvU.view(m1NkCryOw9Bx, -ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(318 - 269), 8))
LvuFd8jNQc6v = (Y3jVKaC8LEDU * JzqvOwnp5rvU).sum().float()
ImVX4ET3vKwG = (Y3jVKaC8LEDU + JzqvOwnp5rvU).sum().float()
if not QuP9qp_8KcAp:
return 2.0 * LvuFd8jNQc6v / ImVX4ET3vKwG if ImVX4ET3vKwG > ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + '\x30', 8) else xafqLlk3kkUe(ImVX4ET3vKwG.new([1.0]), xafqLlk3kkUe(SXOLrMavuUCe(b'\n4\xab\xa4\xe5\xd4-'), '\144' + chr(0b1 + 0o144) + chr(99) + '\x6f' + '\x64' + chr(2555 - 2454))(chr(8739 - 8622) + '\x74' + chr(0b1100110) + chr(564 - 519) + chr(56)))()
else:
return LvuFd8jNQc6v / (ImVX4ET3vKwG - LvuFd8jNQc6v + 1.0)
|
fastai/fastai
|
fastai/metrics.py
|
exp_rmspe
|
def exp_rmspe(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Exp RMSE between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
pred, targ = torch.exp(pred), torch.exp(targ)
pct_var = (targ - pred)/targ
return torch.sqrt((pct_var**2).mean())
|
python
|
def exp_rmspe(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Exp RMSE between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
pred, targ = torch.exp(pred), torch.exp(targ)
pct_var = (targ - pred)/targ
return torch.sqrt((pct_var**2).mean())
|
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Exp RMSE between `pred` and `targ`.
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L56-L61
|
train
|
Exp RMSE between pred and targ.
|
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(12261 - 12150) + chr(1036 - 985) + '\x36' + chr(0b101000 + 0o17), 51657 - 51649), ehT0Px3KOsy9('\x30' + chr(0b10011 + 0o134) + chr(1158 - 1109) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(49) + chr(0b100111 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(196 - 145) + chr(54) + chr(0b100010 + 0o25), 8), ehT0Px3KOsy9(chr(2048 - 2000) + '\x6f' + '\x32' + chr(2399 - 2350), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100110 + 0o15) + '\060' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(0b10101 + 0o34) + chr(0b110011) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1904 - 1856) + '\157' + '\x32' + '\067' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\061' + chr(1523 - 1473), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b11011 + 0o124) + chr(50) + '\061' + chr(418 - 365), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7003 - 6892) + '\063' + chr(50) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1308 - 1260) + chr(0b1101111) + '\x31' + '\x30' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\061' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1111 + 0o42) + chr(0b11 + 0o63) + chr(1053 - 1002), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1960 - 1908) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(765 - 713), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(50) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + chr(1246 - 1196) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(9588 - 9477) + '\063' + chr(0b110011) + chr(0b100010 + 0o17), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(0b100001 + 0o22) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(10103 - 9992) + '\062' + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9591 - 9480) + chr(0b110010) + chr(0b110111) + chr(0b11100 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b110010 + 0o75) + '\063' + chr(0b1110 + 0o50) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + chr(0b1001 + 0o52) + '\064' + chr(0b11100 + 0o31), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + chr(0b110011) + chr(0b1001 + 0o52), 53946 - 53938), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\062' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1021 - 973) + chr(0b1011101 + 0o22) + chr(1841 - 1787) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(989 - 939) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x30' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(54) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(54) + '\x35', 24179 - 24171), ehT0Px3KOsy9(chr(1781 - 1733) + '\157' + chr(0b110001) + chr(0b101101 + 0o7) + chr(2498 - 2447), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b101001 + 0o10) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(8405 - 8294) + '\061' + chr(148 - 95) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x34', 8), ehT0Px3KOsy9('\060' + chr(0b1011101 + 0o22) + '\061' + '\061' + chr(1410 - 1357), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b110010) + chr(102 - 50) + chr(0b11011 + 0o27), 0o10), ehT0Px3KOsy9(chr(1988 - 1940) + chr(5930 - 5819) + chr(0b110011) + '\x34' + '\061', 0o10), ehT0Px3KOsy9(chr(691 - 643) + '\x6f' + '\x31' + chr(0b110001) + chr(54), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101111 + 0o6) + chr(0b101000 + 0o10), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), '\144' + '\145' + chr(99) + '\x6f' + chr(100) + '\145')('\165' + chr(0b111001 + 0o73) + chr(3426 - 3324) + chr(0b101001 + 0o4) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def s5cDu23FwadH(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
(eyamnrN0elUS, nS8De24tx6BB) = (cEkFpYktkSeK.exp(eyamnrN0elUS), cEkFpYktkSeK.exp(nS8De24tx6BB))
vW3vzxcTZZUb = (nS8De24tx6BB - eyamnrN0elUS) / nS8De24tx6BB
return xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84~y\x83'), '\144' + chr(0b11 + 0o142) + chr(0b1100011) + chr(0b101010 + 0o105) + '\144' + chr(4934 - 4833))(chr(10482 - 10365) + chr(0b1110100) + chr(5932 - 5830) + chr(636 - 591) + '\x38'))(xafqLlk3kkUe(vW3vzxcTZZUb ** ehT0Px3KOsy9(chr(1573 - 1525) + '\x6f' + '\x32', 44592 - 44584), xafqLlk3kkUe(SXOLrMavuUCe(b'\x96Ec\xbee\x82\x00\xeb+\xfa\xbe1'), chr(0b100110 + 0o76) + chr(0b1001011 + 0o32) + chr(0b1100011) + '\x6f' + chr(3476 - 3376) + chr(4307 - 4206))('\x75' + chr(116) + chr(0b0 + 0o146) + chr(1895 - 1850) + chr(2746 - 2690)))())
|
fastai/fastai
|
fastai/metrics.py
|
mean_absolute_error
|
def mean_absolute_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Mean absolute error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return torch.abs(targ - pred).mean()
|
python
|
def mean_absolute_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Mean absolute error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return torch.abs(targ - pred).mean()
|
[
"def",
"mean_absolute_error",
"(",
"pred",
":",
"Tensor",
",",
"targ",
":",
"Tensor",
")",
"->",
"Rank0Tensor",
":",
"pred",
",",
"targ",
"=",
"flatten_check",
"(",
"pred",
",",
"targ",
")",
"return",
"torch",
".",
"abs",
"(",
"targ",
"-",
"pred",
")",
".",
"mean",
"(",
")"
] |
Mean absolute error between `pred` and `targ`.
|
[
"Mean",
"absolute",
"error",
"between",
"pred",
"and",
"targ",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L63-L66
|
train
|
Mean absolute error between pred and targ.
|
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(0b110001) + '\x35' + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(48) + chr(10312 - 10201) + chr(449 - 400) + '\064' + chr(0b1011 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(11954 - 11843) + chr(1319 - 1268) + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2206 - 2152) + chr(1975 - 1927), 11954 - 11946), ehT0Px3KOsy9('\060' + chr(7630 - 7519) + chr(0b100000 + 0o23) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110100) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b11000 + 0o37), 53801 - 53793), ehT0Px3KOsy9(chr(48) + chr(3186 - 3075) + chr(0b10111 + 0o33) + chr(574 - 526) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b10110 + 0o35) + chr(0b110100), 10169 - 10161), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1111 + 0o42) + chr(0b110000) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(893 - 845) + chr(111) + chr(51) + '\064' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(301 - 253) + chr(2999 - 2888) + chr(0b1011 + 0o46) + '\x36' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110000) + chr(439 - 385), 28729 - 28721), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(2471 - 2421), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(955 - 900) + chr(603 - 549), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110 + 0o53) + chr(51) + chr(0b11010 + 0o31), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(2239 - 2190) + chr(0b101111 + 0o1), 12390 - 12382), ehT0Px3KOsy9('\x30' + chr(4318 - 4207) + chr(1587 - 1538) + chr(1791 - 1737), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(1435 - 1384) + chr(0b110001) + '\x37', 3192 - 3184), ehT0Px3KOsy9(chr(0b110000) + chr(935 - 824) + chr(0b110010) + '\x36' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b110001 + 0o1) + chr(0b110100), 15058 - 15050), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(49) + '\063' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110011) + chr(145 - 91) + chr(0b110110), 8), ehT0Px3KOsy9(chr(2206 - 2158) + chr(0b1101111) + '\062' + '\x34' + chr(374 - 326), 0o10), ehT0Px3KOsy9('\060' + chr(3948 - 3837) + chr(1958 - 1909) + chr(0b1001 + 0o51) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(6839 - 6728) + chr(55) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101100 + 0o6) + chr(53) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(51) + chr(2133 - 2078) + '\063', 14763 - 14755), ehT0Px3KOsy9('\x30' + chr(709 - 598) + '\062' + '\x36' + chr(0b10110 + 0o37), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\063' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2394 - 2340) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(5957 - 5846) + chr(51) + '\067' + '\060', 0b1000), ehT0Px3KOsy9(chr(1008 - 960) + chr(8833 - 8722) + '\x32' + chr(0b1010 + 0o52) + chr(2804 - 2751), 0o10), ehT0Px3KOsy9(chr(799 - 751) + '\157' + chr(0b10011 + 0o37) + chr(0b1001 + 0o50) + chr(1359 - 1310), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b110011) + '\066' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b1010 + 0o46) + chr(0b10 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(1103 - 1055) + chr(0b1101001 + 0o6) + chr(1245 - 1195) + chr(51) + chr(891 - 838), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b10 + 0o65), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + '\x32', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + chr(53) + chr(48), 7675 - 7667)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'C'), chr(100) + chr(0b110101 + 0o60) + chr(99) + chr(0b1011101 + 0o22) + chr(100) + chr(101))(chr(0b1110101) + '\164' + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HNrggurTs5Pa(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
return xafqLlk3kkUe(cEkFpYktkSeK.abs(nS8De24tx6BB - eyamnrN0elUS), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c)\x9eyi\xa0H\xd1=0\x8a\x04'), chr(416 - 316) + '\145' + '\143' + chr(0b1101111) + chr(0b11111 + 0o105) + chr(0b1010111 + 0o16))(chr(117) + '\164' + chr(0b110010 + 0o64) + '\055' + chr(0b110001 + 0o7)))()
|
fastai/fastai
|
fastai/metrics.py
|
mean_squared_error
|
def mean_squared_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Mean squared error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return F.mse_loss(pred, targ)
|
python
|
def mean_squared_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Mean squared error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return F.mse_loss(pred, targ)
|
[
"def",
"mean_squared_error",
"(",
"pred",
":",
"Tensor",
",",
"targ",
":",
"Tensor",
")",
"->",
"Rank0Tensor",
":",
"pred",
",",
"targ",
"=",
"flatten_check",
"(",
"pred",
",",
"targ",
")",
"return",
"F",
".",
"mse_loss",
"(",
"pred",
",",
"targ",
")"
] |
Mean squared error between `pred` and `targ`.
|
[
"Mean",
"squared",
"error",
"between",
"pred",
"and",
"targ",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L68-L71
|
train
|
Mean squared error between pred and targ.
|
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(0b1100011 + 0o14) + '\x33' + chr(453 - 399) + chr(0b110110), 39784 - 39776), ehT0Px3KOsy9(chr(271 - 223) + chr(4353 - 4242) + chr(0b110011) + '\x34' + chr(0b101 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(51) + chr(48) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100010 + 0o21) + chr(0b110000) + '\067', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11001 + 0o30) + chr(1331 - 1281) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + '\062' + chr(0b10111 + 0o36) + '\x30', 39819 - 39811), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1460 - 1410) + '\x36' + chr(0b10001 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(740 - 692) + chr(0b1101111) + '\061' + chr(0b110110) + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(9508 - 9397) + chr(0b11000 + 0o31) + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(51) + chr(2456 - 2404) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\x30' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(744 - 694) + chr(0b100111 + 0o20) + chr(0b110000), 18110 - 18102), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1100001 + 0o16) + chr(920 - 870) + chr(0b110010) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(8039 - 7928) + chr(874 - 825) + chr(51) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1039 - 928) + chr(0b110010) + '\x33' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x36' + chr(0b1111 + 0o41), 63413 - 63405), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110100) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\x34' + chr(51), 33800 - 33792), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(2219 - 2168), 0o10), ehT0Px3KOsy9(chr(1818 - 1770) + '\x6f' + chr(0b101000 + 0o16) + '\x35', 59405 - 59397), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11 + 0o60) + chr(0b110100) + '\063', 8), ehT0Px3KOsy9(chr(210 - 162) + chr(8184 - 8073) + chr(49) + chr(55) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(460 - 411) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11101 + 0o122) + chr(799 - 749) + chr(53) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6161 - 6050) + '\x32' + '\061' + '\066', 56169 - 56161), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\x32' + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101 + 0o54) + chr(54) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b1100 + 0o45) + chr(877 - 822), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b10000 + 0o40) + chr(0b10011 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(53) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + '\x33' + '\065' + '\x36', 0o10), ehT0Px3KOsy9(chr(136 - 88) + chr(0b1000 + 0o147) + chr(54) + chr(0b100110 + 0o12), 5787 - 5779), ehT0Px3KOsy9(chr(1779 - 1731) + '\x6f' + '\063' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\062' + '\066', 0b1000), ehT0Px3KOsy9(chr(1605 - 1557) + '\157' + '\061' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1567 - 1519) + '\157' + chr(0b110010 + 0o0) + chr(0b1 + 0o63) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(4533 - 4422) + '\063' + chr(48) + chr(2784 - 2731), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + '\063' + chr(51) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1046 - 997) + chr(538 - 487) + chr(0b110100), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2302 - 2249) + chr(0b110000), 42736 - 42728)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QI0DRtLZX2bE(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
return xafqLlk3kkUe(TFxWKtvJC3ep, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x90\xa2\x98;\xc7\xc6\x06'), chr(0b1100100) + '\x65' + chr(0b1000011 + 0o40) + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(7301 - 7185) + chr(0b100101 + 0o101) + '\055' + chr(108 - 52)))(eyamnrN0elUS, nS8De24tx6BB)
|
fastai/fastai
|
fastai/metrics.py
|
root_mean_squared_error
|
def root_mean_squared_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Root mean squared error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return torch.sqrt(F.mse_loss(pred, targ))
|
python
|
def root_mean_squared_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Root mean squared error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return torch.sqrt(F.mse_loss(pred, targ))
|
[
"def",
"root_mean_squared_error",
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"pred",
":",
"Tensor",
",",
"targ",
":",
"Tensor",
")",
"->",
"Rank0Tensor",
":",
"pred",
",",
"targ",
"=",
"flatten_check",
"(",
"pred",
",",
"targ",
")",
"return",
"torch",
".",
"sqrt",
"(",
"F",
".",
"mse_loss",
"(",
"pred",
",",
"targ",
")",
")"
] |
Root mean squared error between `pred` and `targ`.
|
[
"Root",
"mean",
"squared",
"error",
"between",
"pred",
"and",
"targ",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L73-L76
|
train
|
Root mean squared error between pred and targ.
|
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(0b1101111) + chr(0b110010) + chr(54) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11010 + 0o27) + '\065' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(4064 - 3953) + chr(50) + chr(53) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1614 - 1503) + chr(0b10100 + 0o36) + chr(2187 - 2136) + chr(0b100111 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110110) + '\x32', 10553 - 10545), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\x37' + chr(0b100110 + 0o21), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b110101) + chr(170 - 122), 8), ehT0Px3KOsy9('\x30' + chr(4980 - 4869) + chr(50) + chr(0b100101 + 0o20) + chr(304 - 253), 35813 - 35805), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(1925 - 1874) + chr(48), 8349 - 8341), ehT0Px3KOsy9(chr(48) + chr(4716 - 4605) + '\063' + chr(893 - 839) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(182 - 131) + chr(0b110101) + chr(223 - 171), ord("\x08")), ehT0Px3KOsy9(chr(1230 - 1182) + '\x6f' + chr(125 - 76) + chr(0b101100 + 0o5) + '\066', 0b1000), ehT0Px3KOsy9(chr(894 - 846) + chr(111) + '\x32' + chr(1085 - 1033) + chr(165 - 117), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(2869 - 2815) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5287 - 5176) + chr(0b110010 + 0o0) + '\x34' + '\x30', 8), ehT0Px3KOsy9(chr(931 - 883) + chr(2788 - 2677) + chr(0b110010) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(51) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(7712 - 7601) + chr(49) + chr(54) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(67 - 15) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x34' + chr(1587 - 1535), 36324 - 36316), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110001) + chr(0b100 + 0o62) + chr(49), 19824 - 19816), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + chr(51) + chr(1057 - 1006) + '\x30', 8), ehT0Px3KOsy9('\x30' + chr(12182 - 12071) + chr(0b110001) + '\x37' + chr(0b100001 + 0o23), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\061' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(2153 - 2102) + chr(0b110111) + chr(52), 46880 - 46872), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b101111 + 0o1) + chr(0b101001 + 0o10), 31735 - 31727), ehT0Px3KOsy9(chr(206 - 158) + '\157' + chr(53) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(640 - 590) + chr(417 - 367) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1846 - 1798) + '\157' + chr(2420 - 2370) + chr(55) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(2254 - 2203) + chr(51) + chr(0b110100), 52088 - 52080), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + '\062' + '\x36' + chr(0b101111 + 0o4), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\063' + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9(chr(756 - 708) + chr(577 - 466) + '\061' + chr(0b10110 + 0o36) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4859 - 4748) + chr(49) + chr(55) + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100110 + 0o20) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1226 - 1175) + chr(0b110011) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + '\x31', 0b1000), ehT0Px3KOsy9(chr(2029 - 1981) + chr(0b1101111) + '\x32' + '\x35' + chr(2646 - 2593), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(1180 - 1132), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f'), '\144' + chr(8104 - 8003) + '\x63' + '\x6f' + chr(9892 - 9792) + chr(101))('\165' + '\164' + '\146' + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ddq9DYVLYvPh(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
return xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2\x19\xddb'), chr(0b110011 + 0o61) + '\145' + chr(5816 - 5717) + chr(0b1101111) + '\x64' + chr(0b10111 + 0o116))(chr(0b1110101) + chr(10955 - 10839) + chr(0b1100110) + chr(45) + chr(0b110100 + 0o4)))(xafqLlk3kkUe(TFxWKtvJC3ep, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc\x1b\xcaI\xf4~A\x8c'), chr(4525 - 4425) + '\x65' + chr(0b1100011) + chr(5868 - 5757) + chr(5059 - 4959) + chr(5258 - 5157))('\x75' + chr(116) + chr(3366 - 3264) + '\055' + chr(0b111000)))(eyamnrN0elUS, nS8De24tx6BB))
|
fastai/fastai
|
fastai/metrics.py
|
mean_squared_logarithmic_error
|
def mean_squared_logarithmic_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Mean squared logarithmic error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return F.mse_loss(torch.log(1 + pred), torch.log(1 + targ))
|
python
|
def mean_squared_logarithmic_error(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Mean squared logarithmic error between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
return F.mse_loss(torch.log(1 + pred), torch.log(1 + targ))
|
[
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":",
"Tensor",
")",
"->",
"Rank0Tensor",
":",
"pred",
",",
"targ",
"=",
"flatten_check",
"(",
"pred",
",",
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"return",
"F",
".",
"mse_loss",
"(",
"torch",
".",
"log",
"(",
"1",
"+",
"pred",
")",
",",
"torch",
".",
"log",
"(",
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] |
Mean squared logarithmic error between `pred` and `targ`.
|
[
"Mean",
"squared",
"logarithmic",
"error",
"between",
"pred",
"and",
"targ",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L78-L81
|
train
|
Mean squared logarithmic error between pred and targ.
|
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(0b100011 + 0o114) + chr(2222 - 2171) + chr(48) + chr(1769 - 1717), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\060' + chr(55), 41727 - 41719), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\066' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(1961 - 1912) + '\x33' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1299 - 1251) + chr(111) + chr(0b11111 + 0o24) + chr(1916 - 1861) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(6999 - 6888) + '\066' + '\065', 0o10), ehT0Px3KOsy9(chr(403 - 355) + '\157' + chr(0b110001 + 0o4) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2144 - 2096) + '\157' + '\x33' + '\x32' + chr(0b10011 + 0o37), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + chr(0b110001) + chr(2537 - 2485) + chr(0b100 + 0o61), 0b1000), ehT0Px3KOsy9(chr(1837 - 1789) + chr(0b1 + 0o156) + chr(2007 - 1956) + chr(0b110111) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b11101 + 0o25) + chr(0b11010 + 0o31) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(184 - 134) + chr(0b110001) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(55) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(776 - 726) + '\x32' + '\067', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + chr(0b10110 + 0o40) + chr(2503 - 2451), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100011 + 0o16) + '\x34' + chr(0b1 + 0o61), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b10010 + 0o37) + chr(0b11110 + 0o27) + chr(0b10101 + 0o40), 59400 - 59392), ehT0Px3KOsy9('\060' + chr(5212 - 5101) + chr(0b110011) + chr(0b101111 + 0o6) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(50) + chr(0b10101 + 0o41) + '\x35', 0o10), ehT0Px3KOsy9(chr(1571 - 1523) + '\x6f' + chr(2586 - 2533) + chr(943 - 891), 56337 - 56329), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100011 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4236 - 4125) + chr(0b110010) + chr(2183 - 2135) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1834 - 1785) + chr(0b110110) + chr(1695 - 1644), ord("\x08")), ehT0Px3KOsy9(chr(2193 - 2145) + '\x6f' + chr(0b10111 + 0o34) + chr(2297 - 2243) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11779 - 11668) + chr(2083 - 2033) + '\061' + '\062', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\062' + '\x31', 0b1000), ehT0Px3KOsy9(chr(1975 - 1927) + '\157' + chr(0b101010 + 0o12) + '\062', 35286 - 35278), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1101111) + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9(chr(1348 - 1300) + chr(111) + chr(50) + '\063' + chr(0b100110 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + chr(2241 - 2188) + chr(1420 - 1372), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\067' + chr(2851 - 2797), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6169 - 6058) + chr(0b10010 + 0o41) + chr(975 - 923) + '\x34', 35337 - 35329), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11001 + 0o31) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b101100 + 0o12) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\x36' + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(52) + chr(2142 - 2093), 0b1000), ehT0Px3KOsy9('\x30' + chr(8572 - 8461) + '\x34' + '\062', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\062' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1366 - 1317) + chr(0b110101) + chr(0b110010), 15657 - 15649)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1010 + 0o53) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), '\144' + '\145' + chr(0b1100011) + chr(0b1101000 + 0o7) + '\144' + '\x65')('\165' + chr(2057 - 1941) + '\x66' + '\055' + chr(2624 - 2568)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def RWQkCe6jfndW(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
return xafqLlk3kkUe(TFxWKtvJC3ep, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xb4\x94\x07\x96Z^\xa1'), chr(0b1100100) + chr(0b1100100 + 0o1) + '\143' + chr(0b1001001 + 0o46) + chr(100) + chr(101))('\165' + '\164' + chr(102) + chr(1299 - 1254) + chr(2664 - 2608)))(xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xa8\x96'), chr(100) + '\x65' + chr(2343 - 2244) + chr(0b1010110 + 0o31) + chr(0b1100100) + chr(0b101110 + 0o67))(chr(0b1110101) + chr(0b100110 + 0o116) + '\x66' + '\x2d' + chr(1096 - 1040)))(ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + '\061', 0b1000) + eyamnrN0elUS), xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xa8\x96'), '\x64' + '\145' + chr(0b111 + 0o134) + chr(10642 - 10531) + chr(0b1010111 + 0o15) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1010110 + 0o20) + chr(45) + '\x38'))(ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49), 8) + nS8De24tx6BB))
|
fastai/fastai
|
fastai/metrics.py
|
explained_variance
|
def explained_variance(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Explained variance between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
var_pct = torch.var(targ - pred) / torch.var(targ)
return 1 - var_pct
|
python
|
def explained_variance(pred:Tensor, targ:Tensor)->Rank0Tensor:
"Explained variance between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
var_pct = torch.var(targ - pred) / torch.var(targ)
return 1 - var_pct
|
[
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":",
"Tensor",
")",
"->",
"Rank0Tensor",
":",
"pred",
",",
"targ",
"=",
"flatten_check",
"(",
"pred",
",",
"targ",
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"var_pct",
"=",
"torch",
".",
"var",
"(",
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"-",
"pred",
")",
"/",
"torch",
".",
"var",
"(",
"targ",
")",
"return",
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] |
Explained variance between `pred` and `targ`.
|
[
"Explained",
"variance",
"between",
"pred",
"and",
"targ",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L83-L87
|
train
|
Explained variance between pred and targ.
|
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) + '\063' + chr(52) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x37' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100011 + 0o17) + chr(0b1011 + 0o53) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1011 + 0o46) + chr(48) + chr(52), 6319 - 6311), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b101010 + 0o11) + '\066' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2529 - 2478) + '\x34' + chr(0b110010), 57792 - 57784), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(285 - 234) + chr(48) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110011) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(784 - 730) + chr(1751 - 1699), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b101011 + 0o12) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\066' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + chr(0b100110 + 0o13) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(1146 - 1035) + chr(0b110010 + 0o0) + '\x30' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100110 + 0o13) + chr(0b110011) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1514 - 1466) + chr(0b1101111) + chr(1494 - 1445) + '\x30' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + chr(49) + '\x30' + chr(0b101000 + 0o13), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x37' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100101 + 0o14) + chr(49) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x34' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b110001) + chr(51) + chr(2501 - 2447), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(52) + '\x34', 12945 - 12937), ehT0Px3KOsy9(chr(823 - 775) + chr(0b1101111) + chr(848 - 798) + chr(949 - 898) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11 + 0o63) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(1249 - 1195) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110110) + chr(50), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b110000) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110110) + chr(2693 - 2639), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(51) + chr(0b110001) + chr(0b1100 + 0o53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(911 - 860) + chr(0b110001) + chr(0b110 + 0o61), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(49) + chr(888 - 835), 45869 - 45861), ehT0Px3KOsy9('\060' + chr(9897 - 9786) + chr(2817 - 2762), 55327 - 55319), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(948 - 894) + chr(203 - 155), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + chr(0b100 + 0o55) + chr(52) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(2408 - 2297) + chr(50) + chr(0b101110 + 0o3) + '\067', 52159 - 52151), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1111 + 0o140) + chr(0b10011 + 0o36) + chr(850 - 799) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1108 - 1058) + '\x34' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o65) + '\061', 0o10), ehT0Px3KOsy9(chr(1853 - 1805) + chr(0b110 + 0o151) + chr(1969 - 1918) + chr(0b110010) + chr(140 - 86), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11001 + 0o30) + chr(0b100011 + 0o22) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(2516 - 2405) + chr(50) + chr(0b110111) + chr(0b110110), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(53) + chr(1086 - 1038), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xca'), '\144' + '\x65' + chr(0b1100011) + '\157' + chr(100) + chr(101))(chr(0b111 + 0o156) + chr(116) + '\146' + chr(371 - 326) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Q4fdFJtAQCtY(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
sIuFnBwBLdZO = cEkFpYktkSeK.l38lb8xQZNsE(nS8De24tx6BB - eyamnrN0elUS) / cEkFpYktkSeK.l38lb8xQZNsE(nS8De24tx6BB)
return ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1114 - 1065), 0o10) - sIuFnBwBLdZO
|
fastai/fastai
|
fastai/metrics.py
|
r2_score
|
def r2_score(pred:Tensor, targ:Tensor)->Rank0Tensor:
"R2 score (coefficient of determination) between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
u = torch.sum((targ - pred) ** 2)
d = torch.sum((targ - targ.mean()) ** 2)
return 1 - u / d
|
python
|
def r2_score(pred:Tensor, targ:Tensor)->Rank0Tensor:
"R2 score (coefficient of determination) between `pred` and `targ`."
pred,targ = flatten_check(pred,targ)
u = torch.sum((targ - pred) ** 2)
d = torch.sum((targ - targ.mean()) ** 2)
return 1 - u / d
|
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R2 score (coefficient of determination) between `pred` and `targ`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L89-L94
|
train
|
R2 score between pred and targ.
|
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(0b101000 + 0o10) + chr(111) + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1625 - 1571) + chr(53), 43659 - 43651), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2286 - 2233) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(54) + chr(0b10010 + 0o42), 0o10), ehT0Px3KOsy9(chr(1143 - 1095) + chr(0b1101111) + chr(0b10001 + 0o40) + chr(178 - 123) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110100) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(636 - 588) + chr(0b1001110 + 0o41) + '\065' + chr(1231 - 1179), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + '\065' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11359 - 11248) + chr(50) + '\066' + chr(2049 - 1995), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2297 - 2246) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1219 - 1170) + '\066' + chr(785 - 735), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6169 - 6058) + chr(0b11111 + 0o24) + '\x37' + chr(1890 - 1835), 43724 - 43716), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(49) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(987 - 939) + chr(111) + chr(2007 - 1956) + chr(0b100010 + 0o25) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(11274 - 11163) + '\065' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x31' + '\067', 0o10), ehT0Px3KOsy9(chr(2246 - 2198) + chr(0b1001110 + 0o41) + chr(220 - 171) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\063' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(48) + chr(1927 - 1875), 0b1000), ehT0Px3KOsy9(chr(478 - 430) + '\x6f' + chr(51) + '\066' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(617 - 569) + chr(111) + '\x31' + chr(48) + chr(53), 38586 - 38578), ehT0Px3KOsy9(chr(462 - 414) + '\x6f' + '\063', 0b1000), ehT0Px3KOsy9(chr(516 - 468) + '\x6f' + '\x32' + '\x30' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(10391 - 10280) + chr(0b1 + 0o62) + chr(0b101 + 0o56), 0o10), ehT0Px3KOsy9(chr(2163 - 2115) + chr(1817 - 1706) + '\x36' + chr(0b1101 + 0o44), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\063' + chr(55), 60126 - 60118), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + chr(0b110011) + '\064' + chr(1984 - 1935), 63356 - 63348), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\067' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b11101 + 0o27) + chr(0b110100), 31024 - 31016), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110010) + chr(0b11000 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(0b11010 + 0o31) + chr(0b110011) + chr(50), 58130 - 58122), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x33' + chr(693 - 645), 37056 - 37048), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(677 - 629) + '\157' + '\061' + chr(55) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + '\x36' + chr(0b1111 + 0o44), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x30' + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(52) + chr(54), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\x35' + '\064', 0b1000), ehT0Px3KOsy9(chr(508 - 460) + chr(111) + chr(1252 - 1202) + chr(1054 - 1002), 4837 - 4829)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(53) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f'), chr(0b1100100) + chr(101) + '\143' + '\157' + '\144' + chr(0b1100010 + 0o3))(chr(8120 - 8003) + chr(116) + chr(0b101010 + 0o74) + chr(948 - 903) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HDl0Xm8Uyuc7(eyamnrN0elUS, nS8De24tx6BB) -> ebIAz2bBxrI8:
(eyamnrN0elUS, nS8De24tx6BB) = RoYIJRhUxczJ(eyamnrN0elUS, nS8De24tx6BB)
SkdK71rGR8E7 = cEkFpYktkSeK.xkxBmo49x2An((nS8De24tx6BB - eyamnrN0elUS) ** ehT0Px3KOsy9('\x30' + chr(111) + '\062', 16973 - 16965))
pd3lxn9vqWxp = cEkFpYktkSeK.xkxBmo49x2An((nS8De24tx6BB - nS8De24tx6BB.aJhItC_Vawlw()) ** ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(505 - 455), 8))
return ehT0Px3KOsy9('\060' + chr(6575 - 6464) + chr(0b100110 + 0o13), 20387 - 20379) - SkdK71rGR8E7 / pd3lxn9vqWxp
|
fastai/fastai
|
fastai/metrics.py
|
auc_roc_score
|
def auc_roc_score(input:Tensor, targ:Tensor):
"Using trapezoid method to calculate the area under roc curve"
fpr, tpr = roc_curve(input, targ)
d = fpr[1:] - fpr[:-1]
sl1, sl2 = [slice(None)], [slice(None)]
sl1[-1], sl2[-1] = slice(1, None), slice(None, -1)
return (d * (tpr[tuple(sl1)] + tpr[tuple(sl2)]) / 2.).sum(-1)
|
python
|
def auc_roc_score(input:Tensor, targ:Tensor):
"Using trapezoid method to calculate the area under roc curve"
fpr, tpr = roc_curve(input, targ)
d = fpr[1:] - fpr[:-1]
sl1, sl2 = [slice(None)], [slice(None)]
sl1[-1], sl2[-1] = slice(1, None), slice(None, -1)
return (d * (tpr[tuple(sl1)] + tpr[tuple(sl2)]) / 2.).sum(-1)
|
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Using trapezoid method to calculate the area under roc curve
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L266-L272
|
train
|
Using trapezoid method to calculate the area under roc curve
|
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(0b1011100 + 0o23) + '\063' + chr(0b101001 + 0o7) + chr(0b11 + 0o63), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(326 - 275) + chr(0b100100 + 0o23) + '\065', 21546 - 21538), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10100 + 0o37) + '\065' + chr(0b110100), 12628 - 12620), ehT0Px3KOsy9(chr(48) + chr(12213 - 12102) + '\x32' + '\061', 65023 - 65015), ehT0Px3KOsy9(chr(2134 - 2086) + chr(111) + chr(0b100000 + 0o26) + chr(0b10111 + 0o33), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\064' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(769 - 716), 0o10), ehT0Px3KOsy9('\060' + chr(5391 - 5280) + chr(49) + '\060' + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(997 - 948) + chr(50) + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9(chr(2259 - 2211) + chr(0b100 + 0o153) + '\x32' + chr(123 - 73) + chr(0b100011 + 0o22), 10839 - 10831), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(136 - 85) + '\066' + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(0b1111 + 0o42) + chr(55) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(210 - 156), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1976 - 1926) + chr(53) + '\061', 0o10), ehT0Px3KOsy9(chr(956 - 908) + chr(0b1101111) + chr(1421 - 1370) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110001) + '\060' + chr(0b110110), 51766 - 51758), ehT0Px3KOsy9('\060' + '\157' + chr(565 - 515) + '\061' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\062' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2072 - 2024) + chr(0b110001 + 0o76) + chr(0b100001 + 0o22) + '\x31' + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(944 - 896) + '\x6f' + '\x32' + chr(667 - 619) + chr(50), 0b1000), ehT0Px3KOsy9(chr(1144 - 1096) + chr(0b1101111) + chr(51) + chr(715 - 663) + chr(2338 - 2288), 51633 - 51625), ehT0Px3KOsy9('\060' + '\157' + chr(2376 - 2326) + chr(52), 27579 - 27571), ehT0Px3KOsy9('\060' + '\157' + chr(0b10100 + 0o42) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11010 + 0o30) + '\060' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1508 - 1458) + chr(0b110001) + chr(53), 7776 - 7768), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110001) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(1237 - 1188) + chr(0b1 + 0o65), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001110 + 0o41) + '\x31' + chr(53) + chr(618 - 569), 19328 - 19320), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + '\x31' + chr(0b101000 + 0o13) + chr(0b101101 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(49) + '\066' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1925 - 1814) + '\x32' + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + '\063' + chr(0b10100 + 0o34) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + '\062' + '\065' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(4333 - 4222) + chr(322 - 272) + chr(54) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110110) + chr(0b110001), 48422 - 48414), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b11100 + 0o26) + '\x35' + chr(1612 - 1561), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10101 + 0o35) + chr(50) + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b1101 + 0o47) + chr(0b11 + 0o60), 2372 - 2364), ehT0Px3KOsy9('\x30' + chr(10004 - 9893) + '\062' + chr(52) + chr(0b111 + 0o53), 0o10), ehT0Px3KOsy9(chr(250 - 202) + '\x6f' + '\x31' + chr(48) + chr(1574 - 1523), 25300 - 25292)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2056 - 2008) + chr(0b1101111) + chr(53) + chr(2057 - 2009), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe8'), '\x64' + '\x65' + chr(4844 - 4745) + chr(11970 - 11859) + chr(6479 - 6379) + chr(0b1001 + 0o134))(chr(8758 - 8641) + chr(9997 - 9881) + '\146' + chr(1850 - 1805) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ALotHeMybDGl(Y3jVKaC8LEDU, nS8De24tx6BB):
(KhDknOYbCDdX, L5z_nCPk8whj) = ehY1sLkuvhDr(Y3jVKaC8LEDU, nS8De24tx6BB)
pd3lxn9vqWxp = KhDknOYbCDdX[ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\x31', 0b1000):] - KhDknOYbCDdX[:-ehT0Px3KOsy9(chr(431 - 383) + chr(0b1101111) + chr(0b110001), 8)]
(ysYft_vzjjnB, nhCIm84M3hHB) = ([W3g84rNiEdDQ(None)], [W3g84rNiEdDQ(None)])
(ysYft_vzjjnB[-ehT0Px3KOsy9('\x30' + chr(111) + chr(51 - 2), 8)], nhCIm84M3hHB[-ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x31', 8)]) = (W3g84rNiEdDQ(ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001), 8), None), W3g84rNiEdDQ(None, -ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001), 8)))
return xafqLlk3kkUe(pd3lxn9vqWxp * (L5z_nCPk8whj[KNyTy8rYcwji(ysYft_vzjjnB)] + L5z_nCPk8whj[KNyTy8rYcwji(nhCIm84M3hHB)]) / 2.0, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\x96\x94S_\xce1})\xa7\xb3\x11'), chr(1626 - 1526) + '\x65' + '\x63' + chr(0b1101111) + chr(0b1100100 + 0o0) + chr(0b110001 + 0o64))(chr(10234 - 10117) + '\164' + chr(0b100110 + 0o100) + '\x2d' + '\x38'))(-ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49), 8))
|
fastai/fastai
|
fastai/metrics.py
|
roc_curve
|
def roc_curve(input:Tensor, targ:Tensor):
"Returns the false positive and true positive rates"
targ = (targ == 1)
desc_score_indices = torch.flip(input.argsort(-1), [-1])
input = input[desc_score_indices]
targ = targ[desc_score_indices]
d = input[1:] - input[:-1]
distinct_value_indices = torch.nonzero(d).transpose(0,1)[0]
threshold_idxs = torch.cat((distinct_value_indices, LongTensor([len(targ) - 1]).to(targ.device)))
tps = torch.cumsum(targ * 1, dim=-1)[threshold_idxs]
fps = (1 + threshold_idxs - tps)
if tps[0] != 0 or fps[0] != 0:
fps = torch.cat((LongTensor([0]), fps))
tps = torch.cat((LongTensor([0]), tps))
fpr, tpr = fps.float() / fps[-1], tps.float() / tps[-1]
return fpr, tpr
|
python
|
def roc_curve(input:Tensor, targ:Tensor):
"Returns the false positive and true positive rates"
targ = (targ == 1)
desc_score_indices = torch.flip(input.argsort(-1), [-1])
input = input[desc_score_indices]
targ = targ[desc_score_indices]
d = input[1:] - input[:-1]
distinct_value_indices = torch.nonzero(d).transpose(0,1)[0]
threshold_idxs = torch.cat((distinct_value_indices, LongTensor([len(targ) - 1]).to(targ.device)))
tps = torch.cumsum(targ * 1, dim=-1)[threshold_idxs]
fps = (1 + threshold_idxs - tps)
if tps[0] != 0 or fps[0] != 0:
fps = torch.cat((LongTensor([0]), fps))
tps = torch.cat((LongTensor([0]), tps))
fpr, tpr = fps.float() / fps[-1], tps.float() / tps[-1]
return fpr, tpr
|
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] |
Returns the false positive and true positive rates
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/metrics.py#L274-L289
|
train
|
Returns the false positive and true positive 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('\x30' + chr(9759 - 9648) + '\x31' + chr(0b101011 + 0o12) + '\x34', 22337 - 22329), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(1830 - 1781) + chr(0b101111 + 0o2) + chr(51), 40112 - 40104), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(5267 - 5156) + chr(0b110010) + '\x34' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1790 - 1742) + '\x6f' + chr(0b110111) + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(1453 - 1405) + '\x6f' + chr(51) + chr(882 - 830) + chr(0b110001 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(729 - 681) + chr(0b1000110 + 0o51) + chr(51) + '\x36' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(451 - 403) + chr(0b11 + 0o154) + chr(0b1010 + 0o51) + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(54) + chr(0b1010 + 0o47), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(9448 - 9337) + chr(0b110010) + '\062' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11606 - 11495) + chr(0b110001) + chr(1791 - 1739) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(371 - 316) + chr(0b110000), 18674 - 18666), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(8678 - 8567) + chr(0b110001) + chr(49) + chr(2052 - 1997), 0o10), ehT0Px3KOsy9('\x30' + chr(2748 - 2637) + chr(50) + chr(888 - 834) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2242 - 2191) + chr(53) + chr(0b11001 + 0o36), 47581 - 47573), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b10001 + 0o44) + chr(0b10111 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110001) + chr(54) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(3619 - 3508) + chr(1097 - 1046) + chr(0b11110 + 0o24) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(5403 - 5292) + '\061' + chr(49) + chr(0b110010 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1110 + 0o43) + '\065' + chr(0b10010 + 0o44), 54863 - 54855), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(50) + chr(0b1010 + 0o51) + chr(241 - 188), 29911 - 29903), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11101 + 0o30) + chr(2608 - 2553), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(0b110100) + '\x32', 54775 - 54767), ehT0Px3KOsy9(chr(2074 - 2026) + chr(111) + '\061' + '\x30' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x33' + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x30' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1674 - 1624) + chr(1835 - 1786) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(49) + chr(0b101100 + 0o12), 19099 - 19091), ehT0Px3KOsy9(chr(1044 - 996) + chr(0b101111 + 0o100) + '\063' + chr(0b110100) + chr(1462 - 1411), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100 + 0o57) + chr(55) + '\063', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101110 + 0o6) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(588 - 538) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101000 + 0o107) + chr(742 - 693) + chr(640 - 592) + chr(2131 - 2078), 8), ehT0Px3KOsy9(chr(2276 - 2228) + chr(0b1101111) + chr(54) + chr(131 - 76), 31071 - 31063), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(2615 - 2562) + chr(388 - 340), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(49) + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b100011 + 0o22) + chr(0b1011 + 0o50), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + '\x30', 30858 - 30850)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'B'), chr(100) + '\145' + chr(9672 - 9573) + chr(0b10011 + 0o134) + chr(0b1001001 + 0o33) + chr(0b1010101 + 0o20))(chr(0b1110101) + '\x74' + '\146' + chr(0b101001 + 0o4) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ehY1sLkuvhDr(Y3jVKaC8LEDU, nS8De24tx6BB):
nS8De24tx6BB = nS8De24tx6BB == ehT0Px3KOsy9('\060' + '\x6f' + chr(49), 0o10)
Qfs39PqwVgoX = cEkFpYktkSeK.mFx6gsZ1V8KW(Y3jVKaC8LEDU.argsort(-ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\x31', 8)), [-ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + chr(1898 - 1849), 8)])
Y3jVKaC8LEDU = Y3jVKaC8LEDU[Qfs39PqwVgoX]
nS8De24tx6BB = nS8De24tx6BB[Qfs39PqwVgoX]
pd3lxn9vqWxp = Y3jVKaC8LEDU[ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(4705 - 4594) + '\x31', 8):] - Y3jVKaC8LEDU[:-ehT0Px3KOsy9(chr(2078 - 2030) + chr(0b1101111) + chr(49), 8)]
drngwU0jkGDY = cEkFpYktkSeK.nonzero(pd3lxn9vqWxp).transpose(ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(570 - 522) + '\157' + chr(49), 8))[ehT0Px3KOsy9(chr(329 - 281) + '\157' + '\060', 8)]
uPxi_OS5QzuU = cEkFpYktkSeK.cat((drngwU0jkGDY, b4evv7fJd5hC([c2A0yzQpDQB3(nS8De24tx6BB) - ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(0b110001), 8)]).to(nS8De24tx6BB.device)))
lgeepDIPfA0D = cEkFpYktkSeK.i0lzZW3r00ue(nS8De24tx6BB * ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\x31', 8), dim=-ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001), 8))[uPxi_OS5QzuU]
ToH1dgLAm5iP = ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b110001 + 0o0), 8) + uPxi_OS5QzuU - lgeepDIPfA0D
if lgeepDIPfA0D[ehT0Px3KOsy9('\060' + chr(111) + chr(1857 - 1809), 8)] != ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(48), 8) or ToH1dgLAm5iP[ehT0Px3KOsy9('\x30' + chr(427 - 316) + chr(0b101000 + 0o10), 8)] != ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101111 + 0o1), 8):
ToH1dgLAm5iP = cEkFpYktkSeK.cat((b4evv7fJd5hC([ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(696 - 648), 8)]), ToH1dgLAm5iP))
lgeepDIPfA0D = cEkFpYktkSeK.cat((b4evv7fJd5hC([ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(4460 - 4349) + chr(0b110000), 8)]), lgeepDIPfA0D))
(KhDknOYbCDdX, L5z_nCPk8whj) = (ToH1dgLAm5iP.float() / ToH1dgLAm5iP[-ehT0Px3KOsy9(chr(735 - 687) + chr(0b1001001 + 0o46) + chr(49), 8)], lgeepDIPfA0D.float() / lgeepDIPfA0D[-ehT0Px3KOsy9(chr(0b110000) + chr(1241 - 1130) + '\061', 8)])
return (KhDknOYbCDdX, L5z_nCPk8whj)
|
fastai/fastai
|
old/fastai/core.py
|
A
|
def A(*a):
"""convert iterable object into numpy array"""
return np.array(a[0]) if len(a)==1 else [np.array(o) for o in a]
|
python
|
def A(*a):
"""convert iterable object into numpy array"""
return np.array(a[0]) if len(a)==1 else [np.array(o) for o in a]
|
[
"def",
"A",
"(",
"*",
"a",
")",
":",
"return",
"np",
".",
"array",
"(",
"a",
"[",
"0",
"]",
")",
"if",
"len",
"(",
"a",
")",
"==",
"1",
"else",
"[",
"np",
".",
"array",
"(",
"o",
")",
"for",
"o",
"in",
"a",
"]"
] |
convert iterable object into numpy array
|
[
"convert",
"iterable",
"object",
"into",
"numpy",
"array"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L25-L27
|
train
|
convert iterable object into numpy array
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + '\x31' + chr(53) + chr(0b110011), 28430 - 28422), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b110011) + chr(48) + chr(0b110001), 54451 - 54443), ehT0Px3KOsy9('\x30' + chr(4821 - 4710) + '\x33' + '\x31' + chr(0b1110 + 0o50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\060' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + '\x35' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b110001 + 0o1) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10314 - 10203) + chr(51) + chr(48) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + chr(50) + '\x35' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1127 - 1079) + '\157' + '\063' + chr(624 - 575), 20009 - 20001), ehT0Px3KOsy9('\060' + '\157' + chr(243 - 192) + chr(0b100001 + 0o20) + '\060', 0b1000), ehT0Px3KOsy9(chr(1722 - 1674) + chr(0b1101111) + chr(2236 - 2187) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101101 + 0o2) + '\x35' + chr(0b110011 + 0o4), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9528 - 9417) + chr(0b101 + 0o55) + chr(53) + chr(52), 38410 - 38402), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(6421 - 6310) + '\x31' + chr(158 - 109) + '\x34', 0b1000), ehT0Px3KOsy9(chr(177 - 129) + '\157' + chr(1509 - 1460) + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11101 + 0o122) + '\061' + '\x33' + chr(0b110111), 61911 - 61903), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2486 - 2435) + chr(0b110001) + chr(0b110001 + 0o5), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(811 - 762) + '\067' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(52) + chr(0b100100 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(414 - 364) + chr(49) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1011001 + 0o26) + chr(0b110011) + '\x32' + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1611 - 1560) + chr(0b110000 + 0o7) + chr(546 - 492), 52309 - 52301), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(11244 - 11133) + chr(50) + chr(1472 - 1422) + '\067', 39609 - 39601), ehT0Px3KOsy9(chr(1861 - 1813) + chr(0b1101111) + chr(51) + chr(51) + chr(658 - 606), 49883 - 49875), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(0b110011 + 0o3), 58353 - 58345), ehT0Px3KOsy9(chr(48) + '\157' + chr(2191 - 2140) + '\x31', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1826 - 1777) + chr(55) + chr(1635 - 1586), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110111) + chr(55), 17696 - 17688), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(286 - 238) + chr(6442 - 6331) + '\064' + '\x35', 39973 - 39965), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10000 + 0o43) + chr(52) + '\x30', 59870 - 59862), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(233 - 182), 38338 - 38330), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b10001 + 0o43) + chr(0b10010 + 0o41), 63385 - 63377), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1001111 + 0o40) + chr(0b110001) + chr(1531 - 1482) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(163 - 113) + chr(1428 - 1380) + chr(2507 - 2455), 11951 - 11943), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(2068 - 2017) + chr(1782 - 1734), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(222 - 174) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(50) + chr(2390 - 2335) + chr(2004 - 1954), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1931 - 1880) + '\062' + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110100 + 0o1) + chr(0b101001 + 0o7), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'E'), chr(0b10111 + 0o115) + chr(0b1100101) + chr(99) + chr(0b1100010 + 0o15) + '\x64' + chr(0b1010100 + 0o21))('\165' + chr(0b1110100) + '\146' + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def cBPpZOWkAViC(*XPh1qbAgrPgG):
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b')\xf1\xab\x93\xea{\xb6\xd9a\x86>A'), '\144' + chr(0b1010110 + 0o17) + chr(0b111110 + 0o45) + chr(111) + chr(3259 - 3159) + '\x65')(chr(0b1110101) + '\164' + '\146' + chr(194 - 149) + chr(2302 - 2246)))(XPh1qbAgrPgG[ehT0Px3KOsy9(chr(48) + chr(2847 - 2736) + '\x30', 28584 - 28576)]) if c2A0yzQpDQB3(XPh1qbAgrPgG) == ehT0Px3KOsy9(chr(205 - 157) + chr(0b1010111 + 0o30) + '\061', 27221 - 27213) else [xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b')\xf1\xab\x93\xea{\xb6\xd9a\x86>A'), '\144' + chr(0b1100101) + chr(8078 - 7979) + '\x6f' + chr(100) + chr(101))(chr(0b1110101) + chr(116) + chr(0b1010010 + 0o24) + chr(0b111 + 0o46) + chr(522 - 466)))(gb6ab8SSTLgq) for gb6ab8SSTLgq in XPh1qbAgrPgG]
|
fastai/fastai
|
old/fastai/core.py
|
T
|
def T(a, half=False, cuda=True):
"""
Convert numpy array into a pytorch tensor.
if Cuda is available and USE_GPU=True, store resulting tensor in GPU.
"""
if not torch.is_tensor(a):
a = np.array(np.ascontiguousarray(a))
if a.dtype in (np.int8, np.int16, np.int32, np.int64):
a = torch.LongTensor(a.astype(np.int64))
elif a.dtype in (np.float32, np.float64):
a = to_half(a) if half else torch.FloatTensor(a)
else: raise NotImplementedError(a.dtype)
if cuda: a = to_gpu(a)
return a
|
python
|
def T(a, half=False, cuda=True):
"""
Convert numpy array into a pytorch tensor.
if Cuda is available and USE_GPU=True, store resulting tensor in GPU.
"""
if not torch.is_tensor(a):
a = np.array(np.ascontiguousarray(a))
if a.dtype in (np.int8, np.int16, np.int32, np.int64):
a = torch.LongTensor(a.astype(np.int64))
elif a.dtype in (np.float32, np.float64):
a = to_half(a) if half else torch.FloatTensor(a)
else: raise NotImplementedError(a.dtype)
if cuda: a = to_gpu(a)
return a
|
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] |
Convert numpy array into a pytorch tensor.
if Cuda is available and USE_GPU=True, store resulting tensor in GPU.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L29-L42
|
train
|
Convert numpy array into a pytorch tensor.
|
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) + chr(882 - 832) + chr(0b110011), 26298 - 26290), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\x36' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1960 - 1910) + '\x37' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b101000 + 0o15) + chr(0b100100 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\063' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(50) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6509 - 6398) + chr(49) + chr(0b110011) + chr(395 - 342), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1109 - 1060) + chr(54) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b101011 + 0o104) + chr(0b11011 + 0o27) + chr(0b11011 + 0o32) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\066' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b110101) + chr(49), 41803 - 41795), ehT0Px3KOsy9(chr(0b110000) + chr(3579 - 3468) + chr(623 - 573) + chr(0b101100 + 0o5) + chr(2895 - 2841), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1 + 0o60) + chr(0b110000) + '\062', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101101 + 0o5) + chr(0b110000) + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + '\x36', 44295 - 44287), ehT0Px3KOsy9('\060' + chr(4673 - 4562) + '\062' + chr(52) + chr(0b10110 + 0o41), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4981 - 4870) + chr(0b101010 + 0o11) + chr(0b10100 + 0o36) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(2468 - 2417) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(6137 - 6026) + '\x31' + chr(0b110110) + '\062', 22376 - 22368), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10202 - 10091) + chr(0b100 + 0o56) + '\067' + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1923 - 1869) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7674 - 7563) + chr(0b110001) + '\x32' + chr(0b101010 + 0o15), 9011 - 9003), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(3888 - 3777) + chr(0b10011 + 0o40) + chr(0b101001 + 0o13) + chr(0b10111 + 0o33), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4851 - 4740) + chr(1186 - 1135) + chr(51) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110 + 0o151) + '\x33' + '\x31' + chr(2141 - 2090), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(1641 - 1590) + chr(0b110100), 52290 - 52282), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + chr(122 - 74), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(752 - 702) + chr(0b110 + 0o60) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(0b1100 + 0o45) + chr(0b110100) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(48) + chr(0b101 + 0o62), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x34' + chr(0b1100 + 0o46), 0o10), ehT0Px3KOsy9(chr(1011 - 963) + '\157' + chr(0b110011) + '\x36' + chr(1026 - 971), 26677 - 26669), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(1620 - 1565) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(685 - 637) + '\157' + chr(49) + chr(1594 - 1543) + chr(497 - 448), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110000 + 0o1) + '\067' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(1416 - 1368) + '\066', 48783 - 48775), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000 + 0o2) + chr(52) + chr(0b110000 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x34' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(6404 - 6293) + chr(1065 - 1016) + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101111 + 0o2) + chr(53), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + chr(0b10011 + 0o35), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'='), chr(0b1100100) + chr(5377 - 5276) + chr(4386 - 4287) + '\157' + chr(4655 - 4555) + '\145')('\165' + chr(0b1110100) + '\146' + '\055' + chr(796 - 740)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GkVqzVIYtSeO(XPh1qbAgrPgG, vVJnvRQMC2rh=ehT0Px3KOsy9(chr(1587 - 1539) + chr(0b101010 + 0o105) + chr(0b110000), 59694 - 59686), LB6hyCkldON_=ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(2252 - 2141) + chr(0b110001), 4712 - 4704)):
if not xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xc5\xe5\x1f\xb9\xb9.\x19\xd8'), chr(100) + chr(0b1010110 + 0o17) + '\143' + '\x6f' + chr(0b10100 + 0o120) + '\145')(chr(117) + chr(9874 - 9758) + chr(102) + '\055' + chr(0b101111 + 0o11)))(XPh1qbAgrPgG):
XPh1qbAgrPgG = WqUC3KWvYVup.B0ePDhpqxN5n(WqUC3KWvYVup.ascontiguousarray(XPh1qbAgrPgG))
if xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xe5\xecR\x95\x9c3\x13\xc7~^\xc5'), '\144' + chr(3849 - 3748) + '\143' + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101 + 0o0) + chr(6225 - 6109) + '\x66' + chr(45) + chr(0b111000))) in (xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xd8\xceS'), chr(0b1100100) + chr(0b100010 + 0o103) + '\143' + '\x6f' + '\x64' + chr(4983 - 4882))(chr(1961 - 1844) + chr(116) + '\146' + chr(45) + '\070')), xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xd8\xceZ\xea'), chr(6848 - 6748) + chr(0b1100101) + chr(99) + '\157' + chr(9868 - 9768) + chr(0b1100101))(chr(0b1011001 + 0o34) + '\x74' + '\x66' + chr(0b100010 + 0o13) + chr(0b111000))), xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xd8\xceX\xee'), chr(0b1100100) + chr(101) + chr(1139 - 1040) + chr(111) + chr(8938 - 8838) + chr(0b1100101))('\165' + chr(0b1101001 + 0o13) + '\146' + chr(356 - 311) + '\x38')), xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xd8\xce]\xe8'), chr(5305 - 5205) + chr(0b0 + 0o145) + chr(99) + chr(0b1010110 + 0o31) + '\144' + chr(2499 - 2398))('\165' + chr(0b1110100) + '\146' + chr(229 - 184) + '\070'))):
XPh1qbAgrPgG = cEkFpYktkSeK.LongTensor(XPh1qbAgrPgG.astype(WqUC3KWvYVup.int64))
elif xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xe5\xecR\x95\x9c3\x13\xc7~^\xc5'), '\144' + chr(0b1100101) + chr(0b100011 + 0o100) + chr(3208 - 3097) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(8465 - 8363) + '\055' + '\070')) in (xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xda\xd5\n\xa8\xe4o'), '\x64' + chr(0b1100101) + '\143' + chr(351 - 240) + chr(0b1100100) + chr(0b1100101))(chr(1917 - 1800) + chr(11216 - 11100) + chr(1822 - 1720) + chr(119 - 74) + '\x38')), xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xda\xd5\n\xa8\xe1i'), chr(100) + '\145' + chr(99) + chr(3661 - 3550) + chr(100) + chr(0b1000110 + 0o37))(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(56)))):
XPh1qbAgrPgG = QBuRGnXx7Mc_(XPh1qbAgrPgG) if vVJnvRQMC2rh else cEkFpYktkSeK.FloatTensor(XPh1qbAgrPgG)
else:
raise _zJ24Vce7wp0(xafqLlk3kkUe(XPh1qbAgrPgG, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xe5\xecR\x95\x9c3\x13\xc7~^\xc5'), chr(100) + '\145' + '\x63' + chr(111) + chr(1164 - 1064) + '\x65')(chr(13618 - 13501) + chr(0b1110100) + chr(0b1100110) + chr(0b101000 + 0o5) + chr(56))))
if LB6hyCkldON_:
XPh1qbAgrPgG = PNw8ml59Jrkf(XPh1qbAgrPgG)
return XPh1qbAgrPgG
|
fastai/fastai
|
old/fastai/core.py
|
V_
|
def V_(x, requires_grad=False, volatile=False):
'''equivalent to create_variable, which creates a pytorch tensor'''
return create_variable(x, volatile=volatile, requires_grad=requires_grad)
|
python
|
def V_(x, requires_grad=False, volatile=False):
'''equivalent to create_variable, which creates a pytorch tensor'''
return create_variable(x, volatile=volatile, requires_grad=requires_grad)
|
[
"def",
"V_",
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"x",
",",
"requires_grad",
"=",
"False",
",",
"volatile",
"=",
"False",
")",
":",
"return",
"create_variable",
"(",
"x",
",",
"volatile",
"=",
"volatile",
",",
"requires_grad",
"=",
"requires_grad",
")"
] |
equivalent to create_variable, which creates a pytorch tensor
|
[
"equivalent",
"to",
"create_variable",
"which",
"creates",
"a",
"pytorch",
"tensor"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L56-L58
|
train
|
equivalent to create_variable which creates a pytorch tensor
|
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(0b10011 + 0o36) + chr(50) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(8400 - 8289) + chr(0b110110 + 0o0) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1000010 + 0o55) + '\x32' + '\x32' + chr(1300 - 1248), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(861 - 809), 0o10), ehT0Px3KOsy9(chr(303 - 255) + chr(9627 - 9516) + chr(2184 - 2129), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(0b110001) + chr(0b110101) + chr(0b101011 + 0o6), 0b1000), ehT0Px3KOsy9(chr(778 - 730) + '\157' + chr(1717 - 1667) + chr(2119 - 2071) + chr(0b100000 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(1218 - 1166) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(631 - 583) + chr(0b110100 + 0o73) + '\063' + '\x36' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1101 + 0o46) + chr(0b110101) + chr(1439 - 1387), ord("\x08")), ehT0Px3KOsy9(chr(223 - 175) + '\157' + chr(887 - 838) + '\x36' + chr(0b10 + 0o65), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(0b101111 + 0o4) + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(0b110001) + chr(50) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\065' + chr(0b110011 + 0o1), 0o10), ehT0Px3KOsy9(chr(768 - 720) + '\x6f' + '\062' + chr(0b110110), 44524 - 44516), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1791 - 1741) + chr(0b101101 + 0o12) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1878 - 1826) + '\067', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110000) + chr(0b1101 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1078 - 1029) + chr(2624 - 2569) + chr(0b110100 + 0o2), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(1682 - 1632) + chr(1222 - 1169), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(49) + chr(0b110100) + chr(49), 24583 - 24575), ehT0Px3KOsy9(chr(48) + chr(111) + chr(55) + '\065', 55905 - 55897), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b11 + 0o57), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\x34' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(496 - 447) + chr(187 - 139), 17583 - 17575), ehT0Px3KOsy9('\060' + chr(6554 - 6443) + '\062' + chr(0b11 + 0o63) + '\067', 33694 - 33686), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1011100 + 0o23) + chr(0b110011) + '\x36' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10010 + 0o37) + '\062' + chr(53), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1232 - 1181) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(386 - 275) + chr(0b110011) + chr(2189 - 2140), 12416 - 12408), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(7396 - 7285) + '\062' + '\x36' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011 + 0o0) + '\065' + chr(0b110101 + 0o0), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(50) + chr(0b110110) + chr(0b111 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7199 - 7088) + chr(49) + '\062' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + '\063' + chr(777 - 728) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b11 + 0o154) + '\x32' + chr(0b101110 + 0o6) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\060' + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(840 - 792) + chr(0b111110 + 0o61) + chr(608 - 559) + '\060' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(567 - 516) + chr(262 - 207), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(3745 - 3634) + '\x31' + '\065' + chr(0b101010 + 0o6), 35830 - 35822)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11110 + 0o27) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'y'), chr(100) + chr(101) + '\x63' + chr(0b10110 + 0o131) + '\144' + '\145')(chr(0b1001 + 0o154) + chr(116) + chr(102) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FfUxlwfoLh9Y(OeWW0F1dBPRQ, MdYc3oJmyCIg=ehT0Px3KOsy9('\060' + chr(6239 - 6128) + '\060', ord("\x08")), dMA1nAife4W_=ehT0Px3KOsy9('\x30' + '\x6f' + chr(48), 8)):
return ljqzF1cyYdXw(OeWW0F1dBPRQ, volatile=dMA1nAife4W_, requires_grad=MdYc3oJmyCIg)
|
fastai/fastai
|
old/fastai/core.py
|
V
|
def V(x, requires_grad=False, volatile=False):
'''creates a single or a list of pytorch tensors, depending on input x. '''
return map_over(x, lambda o: V_(o, requires_grad, volatile))
|
python
|
def V(x, requires_grad=False, volatile=False):
'''creates a single or a list of pytorch tensors, depending on input x. '''
return map_over(x, lambda o: V_(o, requires_grad, volatile))
|
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"map_over",
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"x",
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"lambda",
"o",
":",
"V_",
"(",
"o",
",",
"requires_grad",
",",
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")",
")"
] |
creates a single or a list of pytorch tensors, depending on input x.
|
[
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"pytorch",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L59-L61
|
train
|
creates a single or a list of pytorch tensors depending on input x
|
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' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1518 - 1470) + '\157' + chr(0b110011) + chr(1226 - 1172) + '\x31', 64172 - 64164), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o36) + chr(0b100100 + 0o23) + chr(1386 - 1336), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5583 - 5472) + chr(0b1100 + 0o45) + '\063' + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(664 - 614) + chr(48) + '\067', 39901 - 39893), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b1101 + 0o51) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2227 - 2178) + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(9300 - 9189) + chr(0b11101 + 0o25) + '\x32' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(104 - 55) + chr(0b10001 + 0o45) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + '\x33' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001100 + 0o43) + chr(383 - 332) + '\x31' + chr(2220 - 2171), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1001 + 0o51) + '\x36' + chr(0b110 + 0o56), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x31' + chr(0b110110), 61181 - 61173), ehT0Px3KOsy9('\060' + '\157' + chr(1895 - 1845) + chr(0b100000 + 0o24) + '\x30', 0o10), ehT0Px3KOsy9(chr(2023 - 1975) + chr(6433 - 6322) + chr(1753 - 1703) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1 + 0o156) + '\x32' + '\x37' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(394 - 345) + chr(55) + chr(0b110110), 7923 - 7915), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\063' + chr(49) + chr(0b11000 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(841 - 791) + '\x32' + '\x32', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(50) + chr(0b11 + 0o56), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100011 + 0o16) + chr(0b110101) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b1001 + 0o50) + chr(0b110001), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(424 - 374) + chr(811 - 763), 40526 - 40518), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(1268 - 1157) + chr(1222 - 1171) + chr(0b10011 + 0o35), 35817 - 35809), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(49) + chr(0b110111) + '\067', 56865 - 56857), ehT0Px3KOsy9(chr(48) + chr(8575 - 8464) + chr(0b110010) + chr(0b11000 + 0o33) + '\063', 0b1000), ehT0Px3KOsy9(chr(1118 - 1070) + chr(0b1101111) + '\063' + '\x30' + '\064', 60695 - 60687), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x36' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100001 + 0o22) + chr(2368 - 2317) + chr(55), 12470 - 12462), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(48) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(168 - 120) + '\157' + chr(49) + chr(380 - 330) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(0b100110 + 0o21) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(8478 - 8367) + '\061' + '\x34' + '\x31', 0o10), ehT0Px3KOsy9(chr(1645 - 1597) + chr(7522 - 7411) + chr(0b110000 + 0o1) + '\066' + '\x31', 8), ehT0Px3KOsy9('\060' + chr(7657 - 7546) + '\061' + chr(0b0 + 0o60) + '\x34', 145 - 137), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1001001 + 0o46) + chr(0b11001 + 0o30) + chr(443 - 390) + chr(49), 39252 - 39244), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x36' + '\x31', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\067' + chr(0b101101 + 0o12), 9748 - 9740), ehT0Px3KOsy9(chr(913 - 865) + '\x6f' + '\x32' + chr(0b101100 + 0o10) + chr(2069 - 2019), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + chr(1324 - 1276), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3'), '\144' + chr(101) + chr(8227 - 8128) + chr(0b1101111) + chr(0b110001 + 0o63) + '\145')(chr(0b1010010 + 0o43) + chr(116) + '\146' + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def WBx2aEA5NZ9k(OeWW0F1dBPRQ, MdYc3oJmyCIg=ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000), 0o10), dMA1nAife4W_=ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000), 8)):
return LFFZslhE_lYd(OeWW0F1dBPRQ, lambda gb6ab8SSTLgq: FfUxlwfoLh9Y(gb6ab8SSTLgq, MdYc3oJmyCIg, dMA1nAife4W_))
|
fastai/fastai
|
old/fastai/core.py
|
to_np
|
def to_np(v):
'''returns an np.array object given an input of np.array, list, tuple, torch variable or tensor.'''
if isinstance(v, float): return np.array(v)
if isinstance(v, (np.ndarray, np.generic)): return v
if isinstance(v, (list,tuple)): return [to_np(o) for o in v]
if isinstance(v, Variable): v=v.data
if torch.cuda.is_available():
if is_half_tensor(v): v=v.float()
if isinstance(v, torch.FloatTensor): v=v.float()
return v.cpu().numpy()
|
python
|
def to_np(v):
'''returns an np.array object given an input of np.array, list, tuple, torch variable or tensor.'''
if isinstance(v, float): return np.array(v)
if isinstance(v, (np.ndarray, np.generic)): return v
if isinstance(v, (list,tuple)): return [to_np(o) for o in v]
if isinstance(v, Variable): v=v.data
if torch.cuda.is_available():
if is_half_tensor(v): v=v.float()
if isinstance(v, torch.FloatTensor): v=v.float()
return v.cpu().numpy()
|
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] |
returns an np.array object given an input of np.array, list, tuple, torch variable or tensor.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L71-L80
|
train
|
returns an np. array object given an input of np. array list tuple torch variable or tensor.
|
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(0b10001 + 0o41), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11571 - 11460) + chr(529 - 478) + chr(1003 - 949) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b10101 + 0o42) + chr(0b111 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + chr(4385 - 4274) + chr(1824 - 1775) + chr(0b110001) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(270 - 222) + chr(111) + chr(1522 - 1472) + chr(0b110 + 0o56) + chr(0b11010 + 0o35), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110110) + chr(0b11 + 0o56), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4310 - 4199) + '\x35' + '\x35', 36581 - 36573), ehT0Px3KOsy9(chr(633 - 585) + chr(0b111110 + 0o61) + '\062' + '\064' + chr(0b1001 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(54) + chr(0b10000 + 0o40), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(2408 - 2358) + chr(0b1100 + 0o52), 4891 - 4883), ehT0Px3KOsy9('\x30' + chr(10232 - 10121) + chr(2402 - 2352) + chr(1647 - 1599), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o36) + '\x31' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(427 - 379) + '\x30', 23572 - 23564), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(0b110010) + chr(0b110110) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(1066 - 1017) + chr(1556 - 1506) + chr(0b1 + 0o57), 0b1000), ehT0Px3KOsy9(chr(1153 - 1105) + chr(0b111011 + 0o64) + '\x31' + chr(83 - 31) + chr(2392 - 2342), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(85 - 35) + chr(567 - 512) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(869 - 819) + chr(0b110110) + chr(48), 8), ehT0Px3KOsy9(chr(792 - 744) + chr(5070 - 4959) + chr(0b110011) + chr(52) + chr(1436 - 1387), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x35' + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(1498 - 1448) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11375 - 11264) + chr(0b110001) + chr(0b110000) + chr(0b1001 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\063' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(1452 - 1404) + chr(6074 - 5963) + chr(53) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b110010) + chr(0b11010 + 0o32) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\x34' + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2255 - 2203) + chr(0b1110 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b10001 + 0o40) + chr(0b101100 + 0o7), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1014 - 963) + chr(0b110100) + chr(50), 59049 - 59041), ehT0Px3KOsy9(chr(1841 - 1793) + '\x6f' + chr(0b110001 + 0o1) + chr(50) + chr(1285 - 1236), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100 + 0o56) + chr(54) + chr(0b11000 + 0o30), 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(0b100100 + 0o15) + chr(48) + '\061', 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + '\062' + chr(0b100011 + 0o15) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\066' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(0b110001) + chr(53) + chr(1767 - 1714), 18347 - 18339), ehT0Px3KOsy9(chr(1627 - 1579) + chr(111) + '\063' + chr(0b1101 + 0o50), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b1000 + 0o51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(1185 - 1137) + chr(0b101001 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(1419 - 1371) + chr(111) + chr(51) + chr(1102 - 1053), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + chr(1978 - 1927) + chr(50) + '\060', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(746 - 693) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b','), chr(100) + chr(0b110100 + 0o61) + chr(0b1100011) + '\157' + '\x64' + '\145')('\165' + chr(116) + chr(0b111 + 0o137) + chr(78 - 33) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def dw42UMwEDh0P(cMbll0QYhULo):
if PlSM16l2KDPD(cMbll0QYhULo, kkSX4ccExqw4):
return xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xc5\xd8\x1f\xe3\x99]\xd5\xc8\xd8%%'), chr(0b1001110 + 0o26) + chr(101) + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\x75' + '\x74' + chr(0b1001 + 0o135) + chr(45) + '\070'))(cMbll0QYhULo)
if PlSM16l2KDPD(cMbll0QYhULo, (xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'l\x91\xdc=\xd5\x90T'), chr(9030 - 8930) + chr(1372 - 1271) + '\143' + chr(0b1001001 + 0o46) + '\144' + '\145')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b100101 + 0o10) + chr(0b111000))), xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'e\x90\xd3*\xd5\x98N'), chr(100) + chr(101) + chr(6108 - 6009) + '\x6f' + '\144' + chr(0b1100101))('\x75' + chr(12095 - 11979) + '\146' + chr(45) + chr(638 - 582))))):
return cMbll0QYhULo
if PlSM16l2KDPD(cMbll0QYhULo, (YyaZ4tpXu4lf, KNyTy8rYcwji)):
return [dw42UMwEDh0P(gb6ab8SSTLgq) for gb6ab8SSTLgq in cMbll0QYhULo]
if PlSM16l2KDPD(cMbll0QYhULo, J8EO6SeYrPDb):
cMbll0QYhULo = cMbll0QYhULo.ULnjp6D6efFH
if xafqLlk3kkUe(cEkFpYktkSeK.cuda, xafqLlk3kkUe(SXOLrMavuUCe(b'k\x86\xe2.\xd1\x90D\xc8\xd1\xf4|.'), chr(0b1100100) + chr(0b10111 + 0o116) + chr(99) + chr(0b11000 + 0o127) + chr(843 - 743) + chr(0b1100101))(chr(0b11011 + 0o132) + '\164' + chr(0b110110 + 0o60) + chr(1446 - 1401) + '\x38'))():
if f7rOPY65X2Il(cMbll0QYhULo):
cMbll0QYhULo = cMbll0QYhULo.float()
if PlSM16l2KDPD(cMbll0QYhULo, xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'D\x99\xd2.\xd3\xa5H\xca\xc3\xf9b'), chr(0b11001 + 0o113) + '\x65' + chr(0b111000 + 0o53) + chr(111) + chr(100) + '\x65')(chr(5106 - 4989) + '\x74' + chr(10314 - 10212) + chr(1574 - 1529) + chr(56)))):
cMbll0QYhULo = cMbll0QYhULo.float()
return xafqLlk3kkUe(cMbll0QYhULo.cpu(), xafqLlk3kkUe(SXOLrMavuUCe(b'l\x80\xd0?\xde'), chr(7716 - 7616) + '\145' + '\143' + chr(0b1101111) + chr(2335 - 2235) + '\x65')('\x75' + '\164' + chr(102) + chr(0b101101) + chr(56)))()
|
fastai/fastai
|
old/fastai/core.py
|
to_gpu
|
def to_gpu(x, *args, **kwargs):
'''puts pytorch variable to gpu, if cuda is available and USE_GPU is set to true. '''
return x.cuda(*args, **kwargs) if USE_GPU else x
|
python
|
def to_gpu(x, *args, **kwargs):
'''puts pytorch variable to gpu, if cuda is available and USE_GPU is set to true. '''
return x.cuda(*args, **kwargs) if USE_GPU else x
|
[
"def",
"to_gpu",
"(",
"x",
",",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
":",
"return",
"x",
".",
"cuda",
"(",
"*",
"args",
",",
"*",
"*",
"kwargs",
")",
"if",
"USE_GPU",
"else",
"x"
] |
puts pytorch variable to gpu, if cuda is available and USE_GPU is set to true.
|
[
"puts",
"pytorch",
"variable",
"to",
"gpu",
"if",
"cuda",
"is",
"available",
"and",
"USE_GPU",
"is",
"set",
"to",
"true",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L88-L90
|
train
|
puts pytorch variable to gpu if cuda is available.
|
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(0b11110 + 0o22) + chr(111) + '\x36' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1609 - 1561) + chr(0b1101111) + chr(50) + chr(0b110011) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(54) + chr(0b110 + 0o61), 8), ehT0Px3KOsy9(chr(0b110000) + chr(6988 - 6877) + '\x33' + chr(162 - 112) + chr(1782 - 1729), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8251 - 8140) + '\063' + chr(54) + chr(2303 - 2248), 35643 - 35635), ehT0Px3KOsy9(chr(48) + chr(11362 - 11251) + chr(53) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\063' + chr(1049 - 1001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(916 - 864) + chr(1474 - 1423), 27358 - 27350), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b1111 + 0o46) + '\060', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\061' + chr(299 - 248) + '\061', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + '\x31' + '\066' + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1001100 + 0o43) + chr(1167 - 1113) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(3326 - 3215) + chr(49) + chr(1068 - 1017) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(11876 - 11765) + chr(49) + '\x34' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b110011) + chr(0b110001 + 0o3) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + '\x33' + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + '\x37' + chr(50), 3777 - 3769), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + '\x32' + '\x31' + '\067', 56562 - 56554), ehT0Px3KOsy9(chr(116 - 68) + chr(347 - 236) + chr(0b110011) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + chr(0b110011) + chr(0b1111 + 0o50) + chr(239 - 190), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + '\065' + '\x36', 33962 - 33954), ehT0Px3KOsy9(chr(1294 - 1246) + chr(0b1101111) + chr(347 - 297) + chr(0b10000 + 0o44) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1896 - 1848) + chr(111) + chr(51) + chr(0b110001) + '\x32', 29463 - 29455), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(2669 - 2617) + chr(871 - 823), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\060' + chr(1088 - 1039), 20786 - 20778), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1758 - 1706) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(798 - 747) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1032 - 983) + '\062' + chr(52), 0o10), ehT0Px3KOsy9(chr(1040 - 992) + '\157' + chr(58 - 8) + '\064' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2304 - 2255) + '\061' + chr(0b1111 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(198 - 148) + chr(914 - 865) + '\x36', 18019 - 18011), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101000 + 0o16) + chr(0b11 + 0o56), 936 - 928), ehT0Px3KOsy9('\060' + '\157' + chr(0b1110 + 0o45) + chr(0b100110 + 0o15) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(3305 - 3194) + chr(50) + '\x35' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + '\x33' + chr(0b10100 + 0o37) + '\063', 25166 - 25158), ehT0Px3KOsy9(chr(683 - 635) + chr(0b1100110 + 0o11) + chr(49) + '\062' + chr(50), 11429 - 11421), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(0b110001) + chr(2218 - 2168) + chr(2429 - 2379), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x19'), chr(100) + chr(6256 - 6155) + chr(99) + '\157' + chr(4595 - 4495) + chr(6473 - 6372))(chr(117) + chr(0b1101111 + 0o5) + '\146' + chr(760 - 715) + chr(1715 - 1659)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PNw8ml59Jrkf(OeWW0F1dBPRQ, *kJDRfRhcZHjS, **M8EIoTs2GJXE):
return xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'T\xab\xf8V'), chr(5988 - 5888) + chr(8529 - 8428) + '\143' + chr(111) + chr(0b11111 + 0o105) + chr(3890 - 3789))('\165' + chr(1847 - 1731) + chr(9823 - 9721) + chr(0b100111 + 0o6) + chr(0b10000 + 0o50)))(*kJDRfRhcZHjS, **M8EIoTs2GJXE) if SYJJrivtOV_p else OeWW0F1dBPRQ
|
fastai/fastai
|
old/fastai/core.py
|
split_by_idxs
|
def split_by_idxs(seq, idxs):
'''A generator that returns sequence pieces, seperated by indexes specified in idxs. '''
last = 0
for idx in idxs:
if not (-len(seq) <= idx < len(seq)):
raise KeyError(f'Idx {idx} is out-of-bounds')
yield seq[last:idx]
last = idx
yield seq[last:]
|
python
|
def split_by_idxs(seq, idxs):
'''A generator that returns sequence pieces, seperated by indexes specified in idxs. '''
last = 0
for idx in idxs:
if not (-len(seq) <= idx < len(seq)):
raise KeyError(f'Idx {idx} is out-of-bounds')
yield seq[last:idx]
last = idx
yield seq[last:]
|
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A generator that returns sequence pieces, seperated by indexes specified in idxs.
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L94-L102
|
train
|
A generator that returns sequence pieces seperated by indexes specified 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(48) + chr(0b1101111) + chr(1545 - 1494) + '\063' + chr(0b101011 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + '\x31' + chr(275 - 226) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\067' + chr(1897 - 1845), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b110001) + chr(0b1011 + 0o51) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6739 - 6628) + chr(0b11010 + 0o31) + chr(370 - 316) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x32' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11000 + 0o32) + chr(0b110110) + '\063', 18598 - 18590), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(50) + chr(0b110101) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\064' + chr(0b1010 + 0o55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1799 - 1748) + chr(1316 - 1267) + chr(50), 58729 - 58721), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(3105 - 2994) + chr(49) + chr(0b111 + 0o54) + chr(1614 - 1561), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1011111 + 0o20) + '\x32' + chr(1638 - 1583) + chr(52), 31445 - 31437), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(1458 - 1410) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(407 - 359) + chr(0b11 + 0o154) + '\x31' + '\x37' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\064' + chr(0b110010), 42814 - 42806), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(1923 - 1872) + chr(49) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1001 + 0o146) + '\x33' + chr(0b110000) + '\064', 11387 - 11379), ehT0Px3KOsy9(chr(1206 - 1158) + '\x6f' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1344 - 1293) + '\061' + '\x33', 64319 - 64311), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + chr(285 - 235), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(0b110010) + chr(973 - 919) + chr(2290 - 2241), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b1000 + 0o53) + chr(0b10000 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b110011) + chr(1661 - 1610), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(53) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(50) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10141 - 10030) + chr(0b110010) + chr(478 - 426) + chr(2710 - 2655), 8), ehT0Px3KOsy9('\060' + chr(9450 - 9339) + chr(1792 - 1737) + chr(0b101111 + 0o7), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1043 - 994) + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(50) + chr(0b100101 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(0b101010 + 0o10) + '\x35' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(0b10101 + 0o34) + chr(0b101110 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100100 + 0o15) + chr(52) + chr(0b110101), 54259 - 54251), ehT0Px3KOsy9(chr(1383 - 1335) + chr(111) + chr(0b101011 + 0o6) + chr(789 - 739) + '\x37', 7389 - 7381), ehT0Px3KOsy9(chr(992 - 944) + chr(0b1101111) + chr(50) + chr(0b110110) + chr(0b10110 + 0o35), 8), ehT0Px3KOsy9(chr(0b110000) + chr(6688 - 6577) + chr(49) + chr(0b101101 + 0o5) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(2915 - 2804) + chr(0b110011) + chr(0b11000 + 0o31) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + chr(0b10001 + 0o40), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(50) + '\063', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(774 - 721) + chr(0b100010 + 0o16), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1'), chr(0b1100100) + '\145' + chr(99) + chr(111) + chr(5886 - 5786) + '\x65')(chr(10797 - 10680) + chr(0b110 + 0o156) + '\146' + chr(1928 - 1883) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YJeF4QJNsF_M(Rg74y3xRYTKF, dTunTo9fe3fI):
Z6Ub1MQPX1kA = ehT0Px3KOsy9('\060' + chr(6083 - 5972) + chr(0b110000), 0b1000)
for YlqusYB6InkM in dTunTo9fe3fI:
if not -c2A0yzQpDQB3(Rg74y3xRYTKF) <= YlqusYB6InkM < c2A0yzQpDQB3(Rg74y3xRYTKF):
raise RQ6CSRrFArYB(f'Idx {YlqusYB6InkM} is out-of-bounds')
yield Rg74y3xRYTKF[Z6Ub1MQPX1kA:YlqusYB6InkM]
Z6Ub1MQPX1kA = YlqusYB6InkM
yield Rg74y3xRYTKF[Z6Ub1MQPX1kA:]
|
fastai/fastai
|
old/fastai/core.py
|
partition
|
def partition(a, sz):
"""splits iterables a in equal parts of size sz"""
return [a[i:i+sz] for i in range(0, len(a), sz)]
|
python
|
def partition(a, sz):
"""splits iterables a in equal parts of size sz"""
return [a[i:i+sz] for i in range(0, len(a), sz)]
|
[
"def",
"partition",
"(",
"a",
",",
"sz",
")",
":",
"return",
"[",
"a",
"[",
"i",
":",
"i",
"+",
"sz",
"]",
"for",
"i",
"in",
"range",
"(",
"0",
",",
"len",
"(",
"a",
")",
",",
"sz",
")",
"]"
] |
splits iterables a in equal parts of size sz
|
[
"splits",
"iterables",
"a",
"in",
"equal",
"parts",
"of",
"size",
"sz"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L131-L133
|
train
|
splits iterables a in equal parts of size sz
|
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(0b1101 + 0o142) + '\062' + chr(1857 - 1802) + chr(339 - 286), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2374 - 2325) + chr(55) + chr(1854 - 1801), 55990 - 55982), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x32' + '\x34' + chr(0b110 + 0o52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\066' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1399 - 1351) + '\x6f' + '\061' + chr(0b11111 + 0o27) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(49) + chr(0b110111) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1074 - 1025) + chr(1307 - 1256) + chr(846 - 795), 0b1000), ehT0Px3KOsy9('\x30' + chr(10369 - 10258) + '\062' + chr(49) + chr(0b110111), 29958 - 29950), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(704 - 593) + '\062' + chr(0b1001 + 0o50) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(50) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(1938 - 1887) + '\061' + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2448 - 2398) + chr(1168 - 1113) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + chr(0b100100 + 0o16) + chr(51) + chr(2004 - 1950), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\063' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1006 - 958) + chr(743 - 632) + '\x33' + chr(54) + chr(49), 46095 - 46087), ehT0Px3KOsy9(chr(2016 - 1968) + chr(4539 - 4428) + chr(0b101000 + 0o13) + chr(0b11001 + 0o30) + chr(1541 - 1492), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10713 - 10602) + chr(49) + '\062' + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(830 - 780) + '\x31' + chr(2312 - 2261), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(0b110101) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101001 + 0o11) + chr(0b110001) + '\063', 8), ehT0Px3KOsy9(chr(0b110000) + chr(7725 - 7614) + '\062' + chr(0b110100) + chr(1532 - 1482), 0o10), ehT0Px3KOsy9(chr(1273 - 1225) + '\157' + chr(1984 - 1935) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\064' + chr(0b10010 + 0o43), 59808 - 59800), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\061' + chr(1481 - 1426), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11010 + 0o31) + chr(55) + chr(0b1101 + 0o45), 47696 - 47688), ehT0Px3KOsy9(chr(781 - 733) + chr(0b111000 + 0o67) + chr(0b110011) + chr(51) + chr(55), 11854 - 11846), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x33' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(598 - 548) + '\061' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(1964 - 1914) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1111 + 0o140) + chr(1980 - 1928) + chr(55), 6609 - 6601), ehT0Px3KOsy9('\060' + chr(0b10010 + 0o135) + '\x37' + '\065', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(0b110011) + chr(0b110110) + chr(55), 0o10), ehT0Px3KOsy9(chr(1417 - 1369) + '\x6f' + chr(0b1001 + 0o54) + chr(50), 63074 - 63066), ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + '\x33' + '\061' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x34' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b111000 + 0o67) + chr(181 - 130) + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(1540 - 1492) + chr(0b101011 + 0o104) + chr(50) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1776 - 1728) + chr(0b111100 + 0o63) + chr(55) + chr(49), 63588 - 63580), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(2521 - 2468), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(768 - 716) + chr(0b110011), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b111000 + 0o67) + '\x35' + chr(0b100 + 0o54), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x93'), chr(0b1011111 + 0o5) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(6511 - 6411) + chr(6268 - 6167))('\x75' + chr(0b100100 + 0o120) + chr(3582 - 3480) + chr(728 - 683) + chr(2504 - 2448)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OVBNb17g1bVT(XPh1qbAgrPgG, hhYs5y35lyzY):
return [XPh1qbAgrPgG[WVxHKyX45z_L:WVxHKyX45z_L + hhYs5y35lyzY] for WVxHKyX45z_L in vQr8gNKaIaWE(ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(4388 - 4277) + chr(0b10 + 0o56), 36123 - 36115), c2A0yzQpDQB3(XPh1qbAgrPgG), hhYs5y35lyzY)]
|
fastai/fastai
|
old/fastai/core.py
|
chunk_iter
|
def chunk_iter(iterable, chunk_size):
'''A generator that yields chunks of iterable, chunk_size at a time. '''
while True:
chunk = []
try:
for _ in range(chunk_size): chunk.append(next(iterable))
yield chunk
except StopIteration:
if chunk: yield chunk
break
|
python
|
def chunk_iter(iterable, chunk_size):
'''A generator that yields chunks of iterable, chunk_size at a time. '''
while True:
chunk = []
try:
for _ in range(chunk_size): chunk.append(next(iterable))
yield chunk
except StopIteration:
if chunk: yield chunk
break
|
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"True",
":",
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"[",
"]",
"try",
":",
"for",
"_",
"in",
"range",
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"chunk_size",
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"(",
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"(",
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")",
")",
"yield",
"chunk",
"except",
"StopIteration",
":",
"if",
"chunk",
":",
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"chunk",
"break"
] |
A generator that yields chunks of iterable, chunk_size at a time.
|
[
"A",
"generator",
"that",
"yields",
"chunks",
"of",
"iterable",
"chunk_size",
"at",
"a",
"time",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/core.py#L184-L193
|
train
|
A generator that yields chunks of iterable chunk_size at a time.
|
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) + '\061' + chr(0b110111) + chr(522 - 469), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3480 - 3369) + chr(49) + chr(1031 - 977) + chr(0b1111 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1010001 + 0o36) + chr(727 - 676) + '\x34' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1574 - 1526) + chr(0b111011 + 0o64) + '\x31' + '\067' + chr(0b101 + 0o55), 40085 - 40077), ehT0Px3KOsy9(chr(48) + chr(4669 - 4558) + '\063' + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(1198 - 1147), 0b1000), ehT0Px3KOsy9(chr(2060 - 2012) + '\157' + '\x33' + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(1384 - 1335) + chr(54) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + chr(50), 12007 - 11999), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\067', 16047 - 16039), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101101 + 0o5) + '\x35' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(215 - 163) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\067' + chr(2816 - 2762), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(54) + '\x34', 27309 - 27301), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + '\x35' + chr(0b101110 + 0o10), 6951 - 6943), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(49) + chr(975 - 926) + chr(0b110111), 62327 - 62319), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + '\062' + chr(52) + chr(0b1 + 0o60), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + chr(0b110001) + '\x37' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111101 + 0o62) + chr(51) + chr(0b10011 + 0o43) + chr(0b1011 + 0o46), 0o10), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(0b110010) + chr(0b110111) + chr(1794 - 1746), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(53) + chr(2106 - 2053), 0o10), ehT0Px3KOsy9(chr(48) + chr(9423 - 9312) + chr(0b110011) + chr(55), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o34) + chr(0b10110 + 0o41) + chr(0b10101 + 0o35), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x36' + '\061', 8), ehT0Px3KOsy9(chr(1947 - 1899) + '\157' + '\062' + chr(0b110001) + chr(597 - 548), 0b1000), ehT0Px3KOsy9(chr(2286 - 2238) + chr(111) + chr(0b111 + 0o52) + '\065' + chr(0b10000 + 0o47), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110000) + '\067', 55611 - 55603), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1110 + 0o45) + '\064' + chr(1207 - 1159), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x30' + chr(2020 - 1969), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b101 + 0o61) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1074 - 1024) + chr(54) + chr(0b1 + 0o62), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x34' + '\x35', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1385 - 1335) + '\x35' + chr(53), 0b1000), ehT0Px3KOsy9(chr(1755 - 1707) + chr(0b1101100 + 0o3) + chr(0b101101 + 0o4) + '\x37' + chr(0b11110 + 0o26), 40446 - 40438), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + '\x31' + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4153 - 4042) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6121 - 6010) + chr(0b100001 + 0o21) + chr(0b100 + 0o62) + chr(403 - 354), 44214 - 44206), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + chr(51) + '\x30' + chr(0b10010 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b111101 + 0o62) + chr(0b11101 + 0o25) + chr(55) + chr(51), 11954 - 11946), ehT0Px3KOsy9('\x30' + chr(6743 - 6632) + chr(0b101011 + 0o10) + chr(0b10001 + 0o43) + '\060', 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\x35' + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'S'), '\144' + '\145' + chr(0b1101 + 0o126) + '\157' + chr(479 - 379) + chr(101))(chr(0b1101110 + 0o7) + chr(116) + '\x66' + chr(0b101101) + chr(1229 - 1173)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Q5S9KPJ99KYZ(B7a8G3ORwfjH, ha7Qr2IqbXbY):
while ehT0Px3KOsy9('\x30' + chr(11109 - 10998) + chr(49), 3488 - 3480):
qrKMvKviNzHg = []
try:
for VNGQdHSFPrso in vQr8gNKaIaWE(ha7Qr2IqbXbY):
xafqLlk3kkUe(qrKMvKviNzHg, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x05\x94\x1f\xb3w'), chr(0b1100100) + chr(1261 - 1160) + chr(0b10000 + 0o123) + chr(0b1101111) + '\144' + '\145')(chr(0b1110101) + chr(0b1011111 + 0o25) + chr(102) + chr(1667 - 1622) + chr(1522 - 1466)))(nSwwHEeM4cxI(B7a8G3ORwfjH))
yield qrKMvKviNzHg
except hr2QaoivbFQ2:
if qrKMvKviNzHg:
yield qrKMvKviNzHg
break
|
fastai/fastai
|
fastai/vision/transform.py
|
_brightness
|
def _brightness(x, change:uniform):
"Apply `change` in brightness of image `x`."
return x.add_(scipy.special.logit(change))
|
python
|
def _brightness(x, change:uniform):
"Apply `change` in brightness of image `x`."
return x.add_(scipy.special.logit(change))
|
[
"def",
"_brightness",
"(",
"x",
",",
"change",
":",
"uniform",
")",
":",
"return",
"x",
".",
"add_",
"(",
"scipy",
".",
"special",
".",
"logit",
"(",
"change",
")",
")"
] |
Apply `change` in brightness of image `x`.
|
[
"Apply",
"change",
"in",
"brightness",
"of",
"image",
"x",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L15-L17
|
train
|
Apply change in brightness of image x.
|
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(0b101100 + 0o4) + '\157' + chr(781 - 732) + chr(55) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b11110 + 0o27) + chr(1582 - 1530), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(309 - 258) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(1061 - 950) + '\x32' + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1164 - 1114) + '\x33' + chr(0b11001 + 0o34), 27332 - 27324), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + '\061' + chr(55) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(0b1 + 0o60) + chr(1616 - 1568) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(919 - 871) + '\157' + chr(55) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(50) + chr(0b110111) + chr(55), 12701 - 12693), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(144 - 96) + chr(7170 - 7059) + chr(0b100000 + 0o22) + chr(0b101010 + 0o11), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\065' + '\x34', 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(51) + chr(0b101011 + 0o7) + '\063', 26911 - 26903), ehT0Px3KOsy9(chr(0b110000) + chr(0b1 + 0o156) + chr(49) + chr(54) + chr(2488 - 2433), 3879 - 3871), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\064' + '\062', 46838 - 46830), ehT0Px3KOsy9(chr(0b110000) + chr(4974 - 4863) + chr(636 - 587) + chr(2473 - 2422), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\x33' + '\062' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(49) + chr(727 - 678), 0o10), ehT0Px3KOsy9(chr(928 - 880) + '\x6f' + chr(0b1001 + 0o50) + chr(0b1110 + 0o45) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(12297 - 12186) + '\061' + chr(0b101010 + 0o7) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b110110 + 0o71) + chr(0b110101) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(2651 - 2540) + chr(0b110000 + 0o1) + chr(54) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\063' + chr(2084 - 2031) + chr(2035 - 1986), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1 + 0o156) + '\x31' + chr(0b101110 + 0o2) + chr(677 - 625), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b100111 + 0o13) + '\060' + chr(0b100100 + 0o21), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(2607 - 2555) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x34' + chr(52), 0b1000), ehT0Px3KOsy9(chr(1555 - 1507) + chr(0b1001100 + 0o43) + chr(0b110011) + chr(2224 - 2173) + chr(224 - 169), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(9405 - 9294) + chr(470 - 419) + chr(0b100110 + 0o17) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110001) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x36' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x37' + chr(0b110011), 25377 - 25369), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b100001 + 0o23) + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o50) + '\065' + chr(50), 50555 - 50547), ehT0Px3KOsy9(chr(48) + chr(2275 - 2164) + chr(1439 - 1390) + chr(0b101010 + 0o10) + chr(0b110001), 60768 - 60760), ehT0Px3KOsy9(chr(48) + chr(9842 - 9731) + chr(1637 - 1587) + '\x30' + chr(1963 - 1908), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + chr(0b101 + 0o54) + chr(53) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(0b101110 + 0o4) + chr(2153 - 2103) + chr(1887 - 1836), 0o10), ehT0Px3KOsy9(chr(395 - 347) + chr(111) + '\x33' + chr(48) + chr(0b10110 + 0o40), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(140 - 87) + chr(722 - 674), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'R'), chr(3929 - 3829) + '\x65' + '\x63' + chr(0b1101111) + chr(6885 - 6785) + '\x65')(chr(117) + '\x74' + '\x66' + chr(1171 - 1126) + chr(3005 - 2949)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kOY_47SO5dDF(OeWW0F1dBPRQ, Q1gd55XHXVFQ):
return xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\x88\xbf\xc3'), chr(100) + chr(0b1001000 + 0o35) + chr(0b1000000 + 0o43) + '\x6f' + chr(984 - 884) + chr(101))(chr(10268 - 10151) + '\x74' + '\146' + '\055' + chr(0b111000)))(xafqLlk3kkUe(evIdJHfOlMSS.special, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\x83\xbc\xf5\xe9'), '\x64' + '\145' + '\143' + chr(2556 - 2445) + chr(0b1110 + 0o126) + '\x65')(chr(0b110000 + 0o105) + chr(0b1110100) + '\146' + chr(45) + '\x38'))(Q1gd55XHXVFQ))
|
fastai/fastai
|
fastai/vision/transform.py
|
_rotate
|
def _rotate(degrees:uniform):
"Rotate image by `degrees`."
angle = degrees * math.pi / 180
return [[cos(angle), -sin(angle), 0.],
[sin(angle), cos(angle), 0.],
[0. , 0. , 1.]]
|
python
|
def _rotate(degrees:uniform):
"Rotate image by `degrees`."
angle = degrees * math.pi / 180
return [[cos(angle), -sin(angle), 0.],
[sin(angle), cos(angle), 0.],
[0. , 0. , 1.]]
|
[
"def",
"_rotate",
"(",
"degrees",
":",
"uniform",
")",
":",
"angle",
"=",
"degrees",
"*",
"math",
".",
"pi",
"/",
"180",
"return",
"[",
"[",
"cos",
"(",
"angle",
")",
",",
"-",
"sin",
"(",
"angle",
")",
",",
"0.",
"]",
",",
"[",
"sin",
"(",
"angle",
")",
",",
"cos",
"(",
"angle",
")",
",",
"0.",
"]",
",",
"[",
"0.",
",",
"0.",
",",
"1.",
"]",
"]"
] |
Rotate image by `degrees`.
|
[
"Rotate",
"image",
"by",
"degrees",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L25-L30
|
train
|
Rotate image by degrees.
|
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(51) + chr(660 - 610) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\063' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\x31' + chr(857 - 807) + chr(0b10011 + 0o41), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2742 - 2689) + chr(0b11001 + 0o30), 21145 - 21137), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10101 + 0o34) + chr(54) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(12259 - 12148) + chr(51) + chr(0b110000) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(51) + '\x36', 8), ehT0Px3KOsy9(chr(1163 - 1115) + '\157' + '\x33' + '\x37' + '\064', 54958 - 54950), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b10111 + 0o130) + chr(52) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1100011 + 0o14) + chr(0b110010) + chr(2046 - 1991) + '\065', 0o10), ehT0Px3KOsy9(chr(527 - 479) + '\x6f' + '\x31' + chr(0b110100) + chr(49 - 0), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11 + 0o61) + chr(2432 - 2382), 0o10), ehT0Px3KOsy9('\x30' + chr(7871 - 7760) + '\x34' + chr(0b100110 + 0o12), 64784 - 64776), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(50) + chr(48) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(55) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x30' + chr(0b100011 + 0o23), 44166 - 44158), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x35' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(1030 - 981) + chr(48), 63082 - 63074), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b110011) + chr(49) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(723 - 673) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50) + chr(48) + chr(0b110101), 28488 - 28480), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(3026 - 2915) + '\x31' + chr(0b110100 + 0o3) + chr(278 - 227), 0b1000), ehT0Px3KOsy9(chr(1672 - 1624) + chr(5393 - 5282) + chr(51) + chr(283 - 229) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2051 - 1999) + chr(49), 8), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(6885 - 6774) + '\x33' + chr(48) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + chr(2145 - 2093) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2358 - 2308) + chr(335 - 282) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(341 - 290) + chr(0b110000) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(0b110011) + chr(0b1100 + 0o44) + '\x34', 41283 - 41275), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + '\064' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110101), 41063 - 41055), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110001) + '\063', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o24) + chr(1854 - 1804), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(51) + '\x30' + chr(1124 - 1070), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(0b110101) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9'), chr(100) + chr(0b11111 + 0o106) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + chr(10082 - 9966) + chr(0b1011 + 0o133) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def a9wWrYXe7paI(Nh6zqC9VijLN):
ScXGHZ_IOEcu = Nh6zqC9VijLN * yhiZVkosCjBm.pi / ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + chr(50) + chr(2549 - 2495) + '\x34', 0o10)
return [[H7_0RohkSpO7(ScXGHZ_IOEcu), -ne01Fc_ZnR8f(ScXGHZ_IOEcu), 0.0], [ne01Fc_ZnR8f(ScXGHZ_IOEcu), H7_0RohkSpO7(ScXGHZ_IOEcu), 0.0], [0.0, 0.0, 1.0]]
|
fastai/fastai
|
fastai/vision/transform.py
|
_get_zoom_mat
|
def _get_zoom_mat(sw:float, sh:float, c:float, r:float)->AffineMatrix:
"`sw`,`sh` scale width,height - `c`,`r` focus col,row."
return [[sw, 0, c],
[0, sh, r],
[0, 0, 1.]]
|
python
|
def _get_zoom_mat(sw:float, sh:float, c:float, r:float)->AffineMatrix:
"`sw`,`sh` scale width,height - `c`,`r` focus col,row."
return [[sw, 0, c],
[0, sh, r],
[0, 0, 1.]]
|
[
"def",
"_get_zoom_mat",
"(",
"sw",
":",
"float",
",",
"sh",
":",
"float",
",",
"c",
":",
"float",
",",
"r",
":",
"float",
")",
"->",
"AffineMatrix",
":",
"return",
"[",
"[",
"sw",
",",
"0",
",",
"c",
"]",
",",
"[",
"0",
",",
"sh",
",",
"r",
"]",
",",
"[",
"0",
",",
"0",
",",
"1.",
"]",
"]"
] |
`sw`,`sh` scale width,height - `c`,`r` focus col,row.
|
[
"sw",
"sh",
"scale",
"width",
"height",
"-",
"c",
"r",
"focus",
"col",
"row",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L33-L37
|
train
|
Get zoom matrix.
|
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(2865 - 2754) + '\x31' + chr(397 - 349), 0o10), ehT0Px3KOsy9(chr(48) + chr(11986 - 11875) + '\x31' + chr(0b111 + 0o51) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b0 + 0o63) + chr(55) + chr(1094 - 1045), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2081 - 2030) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(4180 - 4069) + chr(2426 - 2372) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2598 - 2547) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(2217 - 2168) + chr(0b11111 + 0o27) + chr(410 - 362), 60129 - 60121), ehT0Px3KOsy9(chr(1149 - 1101) + chr(0b1101111) + chr(50) + '\065' + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(51) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6161 - 6050) + chr(618 - 569) + chr(0b11100 + 0o30) + '\x34', 53151 - 53143), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1182 - 1133) + '\x32' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(537 - 489) + chr(1632 - 1521) + chr(49) + chr(424 - 370) + chr(0b1110 + 0o42), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10100 + 0o37) + chr(53) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\067' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1010001 + 0o36) + chr(50) + chr(2393 - 2343) + chr(990 - 942), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x37' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + '\x31' + chr(0b110010) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110000) + '\061', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\061' + chr(1362 - 1307) + '\061', 32739 - 32731), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\x32' + '\x35' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(538 - 484) + chr(1747 - 1694), 36198 - 36190), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + chr(0b110010) + chr(0b1100 + 0o51) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6122 - 6011) + chr(51) + chr(0b1111 + 0o50) + '\066', 53270 - 53262), ehT0Px3KOsy9(chr(1501 - 1453) + '\x6f' + '\x33' + chr(50) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b100001 + 0o116) + '\x32' + '\064' + '\060', 2626 - 2618), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\063' + chr(1327 - 1274), 0o10), ehT0Px3KOsy9(chr(1704 - 1656) + chr(111) + '\x31' + chr(0b101110 + 0o7) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(778 - 725) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b101 + 0o53) + '\063', 0b1000), ehT0Px3KOsy9(chr(2224 - 2176) + chr(111) + '\061' + chr(0b11000 + 0o36) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(183 - 134) + '\x35', 35721 - 35713), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(419 - 364) + chr(1046 - 995), 0o10), ehT0Px3KOsy9(chr(48) + chr(9744 - 9633) + chr(1362 - 1312) + chr(1612 - 1563) + chr(0b11111 + 0o25), 49073 - 49065), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b10000 + 0o45) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100111 + 0o110) + chr(708 - 657) + '\x36' + chr(279 - 228), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(51) + chr(1485 - 1436) + '\062', 19036 - 19028), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b11111 + 0o25) + chr(0b1000 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1816 - 1766) + chr(912 - 862) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110 + 0o55) + '\064' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b100011 + 0o15) + chr(54), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'&'), '\x64' + chr(0b10111 + 0o116) + '\x63' + chr(0b1100001 + 0o16) + chr(100) + chr(5810 - 5709))(chr(4460 - 4343) + chr(116) + chr(102) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pTYdeuSlenRa(i4RL4MfiZkvJ, jZtn0v5CBxkw, qzn1Ctg9WgNh, JWG5qApaeJkp) -> HvSEtwVKLnBi:
return [[i4RL4MfiZkvJ, ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1001 + 0o146) + chr(0b10011 + 0o35), ord("\x08")), qzn1Ctg9WgNh], [ehT0Px3KOsy9(chr(1538 - 1490) + '\x6f' + '\060', 8), jZtn0v5CBxkw, JWG5qApaeJkp], [ehT0Px3KOsy9(chr(192 - 144) + '\x6f' + chr(0b110000), 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(12236 - 12125) + chr(48), 8), 1.0]]
|
fastai/fastai
|
fastai/vision/transform.py
|
_zoom
|
def _zoom(scale:uniform=1.0, row_pct:uniform=0.5, col_pct:uniform=0.5):
"Zoom image by `scale`. `row_pct`,`col_pct` select focal point of zoom."
s = 1-1/scale
col_c = s * (2*col_pct - 1)
row_c = s * (2*row_pct - 1)
return _get_zoom_mat(1/scale, 1/scale, col_c, row_c)
|
python
|
def _zoom(scale:uniform=1.0, row_pct:uniform=0.5, col_pct:uniform=0.5):
"Zoom image by `scale`. `row_pct`,`col_pct` select focal point of zoom."
s = 1-1/scale
col_c = s * (2*col_pct - 1)
row_c = s * (2*row_pct - 1)
return _get_zoom_mat(1/scale, 1/scale, col_c, row_c)
|
[
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":",
"uniform",
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"0.5",
",",
"col_pct",
":",
"uniform",
"=",
"0.5",
")",
":",
"s",
"=",
"1",
"-",
"1",
"/",
"scale",
"col_c",
"=",
"s",
"*",
"(",
"2",
"*",
"col_pct",
"-",
"1",
")",
"row_c",
"=",
"s",
"*",
"(",
"2",
"*",
"row_pct",
"-",
"1",
")",
"return",
"_get_zoom_mat",
"(",
"1",
"/",
"scale",
",",
"1",
"/",
"scale",
",",
"col_c",
",",
"row_c",
")"
] |
Zoom image by `scale`. `row_pct`,`col_pct` select focal point of zoom.
|
[
"Zoom",
"image",
"by",
"scale",
".",
"row_pct",
"col_pct",
"select",
"focal",
"point",
"of",
"zoom",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L39-L44
|
train
|
Zoom image by scale. row_pct col_pct select focal point of zoom.
|
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(51) + chr(52) + chr(0b11111 + 0o26), 0o10), ehT0Px3KOsy9(chr(48) + chr(2108 - 1997) + '\x32' + chr(50) + chr(0b100000 + 0o25), 40262 - 40254), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + '\x32' + '\060' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(760 - 712) + '\157' + chr(0b110011) + '\065' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(0b110011) + '\x31' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(10456 - 10345) + '\065' + '\x30', 0b1000), ehT0Px3KOsy9(chr(1494 - 1446) + chr(111) + chr(0b11 + 0o57) + chr(0b100101 + 0o22) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8320 - 8209) + chr(50) + chr(2667 - 2614), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101101 + 0o2) + chr(51) + chr(0b110001 + 0o0) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1617 - 1569) + '\157' + '\x33' + chr(0b110100) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2876 - 2765) + chr(49) + '\x32' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9453 - 9342) + chr(960 - 909) + chr(54) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7607 - 7496) + chr(0b1101 + 0o46) + chr(1047 - 997) + chr(0b110011 + 0o4), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(52) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(10273 - 10162) + '\x33' + chr(50) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110011) + '\062', 47602 - 47594), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(49) + chr(1145 - 1097) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(602 - 554) + chr(111) + chr(0b10110 + 0o34), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110000) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10680 - 10569) + '\x33' + chr(0b110001) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b100000 + 0o20) + chr(50), 31926 - 31918), ehT0Px3KOsy9(chr(48) + '\157' + chr(1781 - 1731) + chr(0b110101) + chr(0b100001 + 0o23), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1576 - 1525) + chr(0b11100 + 0o31) + chr(1640 - 1590), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(0b1001 + 0o47), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(0b10010 + 0o40) + chr(604 - 551), 44719 - 44711), ehT0Px3KOsy9(chr(1755 - 1707) + '\x6f' + '\063' + chr(0b1111 + 0o46) + '\x32', 8), ehT0Px3KOsy9(chr(276 - 228) + chr(9080 - 8969) + chr(0b11011 + 0o27) + chr(0b11100 + 0o25) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(52) + chr(55), 15930 - 15922), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\x36' + '\x34', 39660 - 39652), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(0b11101 + 0o27) + chr(243 - 189), 55771 - 55763), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + chr(0b1000 + 0o50), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(50) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1929 - 1881) + chr(842 - 731) + '\063' + '\067' + chr(0b1110 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\064' + chr(442 - 393), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(680 - 629), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b110011) + chr(0b110000) + chr(800 - 752), 33977 - 33969), ehT0Px3KOsy9(chr(1553 - 1505) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(550 - 499) + chr(48), 17225 - 17217), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\062' + '\060' + chr(270 - 221), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(54) + chr(1691 - 1638), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcb'), '\144' + chr(101) + '\x63' + chr(11104 - 10993) + chr(2736 - 2636) + '\145')(chr(8813 - 8696) + '\x74' + chr(3386 - 3284) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hYQlUhWdkjVc(xjPLimsZRgb9=1.0, bJwnuAEf3DVs=0.5, w717bQ4NBMU5=0.5):
vGrByMSYMp9h = ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001), 0o10) - ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(2157 - 2108), 8) / xjPLimsZRgb9
MSw9XwIfSite = vGrByMSYMp9h * (ehT0Px3KOsy9(chr(0b110000) + chr(0b1100 + 0o143) + '\x32', 8) * w717bQ4NBMU5 - ehT0Px3KOsy9(chr(1234 - 1186) + chr(0b1101111) + chr(1806 - 1757), 8))
nYnFEWQkqTPU = vGrByMSYMp9h * (ehT0Px3KOsy9(chr(879 - 831) + '\x6f' + chr(50), 8) * bJwnuAEf3DVs - ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1848 - 1799), 8))
return pTYdeuSlenRa(ehT0Px3KOsy9(chr(1798 - 1750) + '\x6f' + chr(49), 8) / xjPLimsZRgb9, ehT0Px3KOsy9('\060' + chr(4719 - 4608) + chr(49), 8) / xjPLimsZRgb9, MSw9XwIfSite, nYnFEWQkqTPU)
|
fastai/fastai
|
fastai/vision/transform.py
|
_squish
|
def _squish(scale:uniform=1.0, row_pct:uniform=0.5, col_pct:uniform=0.5):
"Squish image by `scale`. `row_pct`,`col_pct` select focal point of zoom."
if scale <= 1:
col_c = (1-scale) * (2*col_pct - 1)
return _get_zoom_mat(scale, 1, col_c, 0.)
else:
row_c = (1-1/scale) * (2*row_pct - 1)
return _get_zoom_mat(1, 1/scale, 0., row_c)
|
python
|
def _squish(scale:uniform=1.0, row_pct:uniform=0.5, col_pct:uniform=0.5):
"Squish image by `scale`. `row_pct`,`col_pct` select focal point of zoom."
if scale <= 1:
col_c = (1-scale) * (2*col_pct - 1)
return _get_zoom_mat(scale, 1, col_c, 0.)
else:
row_c = (1-1/scale) * (2*row_pct - 1)
return _get_zoom_mat(1, 1/scale, 0., row_c)
|
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] |
Squish image by `scale`. `row_pct`,`col_pct` select focal point of zoom.
|
[
"Squish",
"image",
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"scale",
".",
"row_pct",
"col_pct",
"select",
"focal",
"point",
"of",
"zoom",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L47-L54
|
train
|
Squish image by scale. row_pct col_pct select focal point of zoom.
|
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) + chr(0b11011 + 0o27) + chr(1346 - 1296) + chr(0b11101 + 0o25), 43717 - 43709), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(8315 - 8204) + chr(0b110011) + '\066' + chr(0b110110 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + '\062' + chr(0b11010 + 0o34) + chr(425 - 372), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(0b110 + 0o55) + '\x36' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1076 - 965) + chr(405 - 351) + chr(358 - 305), 20104 - 20096), ehT0Px3KOsy9(chr(48) + chr(4808 - 4697) + chr(49) + '\x35' + chr(50), 0b1000), ehT0Px3KOsy9(chr(1089 - 1041) + chr(0b1101001 + 0o6) + chr(0b110001) + chr(2185 - 2133) + chr(488 - 436), 0b1000), ehT0Px3KOsy9('\x30' + chr(4589 - 4478) + chr(0b110110) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(3099 - 2988) + '\062' + '\x36' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b101000 + 0o13) + chr(0b110111) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + '\067' + chr(1226 - 1177), 0o10), ehT0Px3KOsy9('\x30' + chr(6222 - 6111) + chr(50) + '\x31' + chr(0b1010 + 0o46), 0o10), ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b110010 + 0o4) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(175 - 64) + chr(50) + '\x33', 0b1000), ehT0Px3KOsy9(chr(487 - 439) + chr(0b1101111) + chr(0b10101 + 0o35) + chr(0b1101 + 0o44) + '\060', 8), ehT0Px3KOsy9('\060' + chr(111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x34' + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100011 + 0o16) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(248 - 198) + '\067', 51711 - 51703), ehT0Px3KOsy9(chr(1952 - 1904) + '\x6f' + '\062' + chr(0b110011) + chr(0b110100), 54337 - 54329), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b1 + 0o63) + '\x34', 8), ehT0Px3KOsy9(chr(1764 - 1716) + '\x6f' + '\061' + chr(983 - 933) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(0b110010) + chr(53) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(2403 - 2292) + '\061' + '\066' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(50) + chr(0b110001 + 0o6) + chr(111 - 57), 0b1000), ehT0Px3KOsy9(chr(981 - 933) + chr(0b1001000 + 0o47) + chr(50) + chr(468 - 415) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(310 - 262) + chr(0b1001110 + 0o41) + chr(0b110010) + chr(0b110001) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\065' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6429 - 6318) + chr(0b101001 + 0o11) + chr(0b110101) + chr(992 - 938), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(543 - 494) + chr(0b110111) + chr(0b1101 + 0o52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(818 - 770) + chr(111) + '\x31' + chr(919 - 864) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\062' + chr(55), 2223 - 2215), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + '\x33' + chr(0b110010) + chr(1309 - 1255), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(12085 - 11974) + '\x31' + chr(0b110000) + chr(0b110001), 50656 - 50648), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b0 + 0o157) + chr(50) + chr(0b110001) + chr(0b110001), 60208 - 60200), ehT0Px3KOsy9(chr(1427 - 1379) + '\157' + '\x32' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b11101 + 0o26) + '\x34' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6369 - 6258) + chr(0b110011) + chr(52), 49889 - 49881)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1111 + 0o46) + chr(1616 - 1568), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc'), chr(100) + chr(0b100111 + 0o76) + chr(0b1100011) + '\157' + chr(100) + '\145')('\x75' + '\164' + chr(0b110110 + 0o60) + '\055' + chr(299 - 243)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZTJvxmhr4c5L(xjPLimsZRgb9=1.0, bJwnuAEf3DVs=0.5, w717bQ4NBMU5=0.5):
if xjPLimsZRgb9 <= ehT0Px3KOsy9('\060' + chr(1844 - 1733) + chr(0b110001), 0o10):
MSw9XwIfSite = (ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 8) - xjPLimsZRgb9) * (ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1101 + 0o45), 0o10) * w717bQ4NBMU5 - ehT0Px3KOsy9(chr(233 - 185) + chr(9329 - 9218) + chr(0b110001), 8))
return pTYdeuSlenRa(xjPLimsZRgb9, ehT0Px3KOsy9(chr(48) + chr(2016 - 1905) + chr(0b110001), 8), MSw9XwIfSite, 0.0)
else:
nYnFEWQkqTPU = (ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(49), 8) - ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001), 8) / xjPLimsZRgb9) * (ehT0Px3KOsy9('\060' + chr(111) + chr(910 - 860), 8) * bJwnuAEf3DVs - ehT0Px3KOsy9('\x30' + '\157' + chr(0b100010 + 0o17), 8))
return pTYdeuSlenRa(ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(10281 - 10170) + chr(0b10010 + 0o37), 8) / xjPLimsZRgb9, 0.0, nYnFEWQkqTPU)
|
fastai/fastai
|
fastai/vision/transform.py
|
_jitter
|
def _jitter(c, magnitude:uniform):
"Replace pixels by random neighbors at `magnitude`."
c.flow.add_((torch.rand_like(c.flow)-0.5)*magnitude*2)
return c
|
python
|
def _jitter(c, magnitude:uniform):
"Replace pixels by random neighbors at `magnitude`."
c.flow.add_((torch.rand_like(c.flow)-0.5)*magnitude*2)
return c
|
[
"def",
"_jitter",
"(",
"c",
",",
"magnitude",
":",
"uniform",
")",
":",
"c",
".",
"flow",
".",
"add_",
"(",
"(",
"torch",
".",
"rand_like",
"(",
"c",
".",
"flow",
")",
"-",
"0.5",
")",
"*",
"magnitude",
"*",
"2",
")",
"return",
"c"
] |
Replace pixels by random neighbors at `magnitude`.
|
[
"Replace",
"pixels",
"by",
"random",
"neighbors",
"at",
"magnitude",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L57-L60
|
train
|
Replace pixels by random neighbors at magnitude.
|
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(2280 - 2232) + chr(0b111111 + 0o60) + chr(0b10010 + 0o37) + '\060' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7763 - 7652) + chr(49) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(509 - 461) + chr(4581 - 4470) + chr(0b100101 + 0o14) + '\x34' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\061' + chr(0b10010 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1100010 + 0o15) + chr(0b101000 + 0o11) + chr(1267 - 1219), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(5646 - 5535) + chr(0b100 + 0o55) + '\x30' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(7387 - 7276) + chr(2047 - 1996) + chr(0b101111 + 0o1) + '\x34', 3570 - 3562), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\062' + chr(1810 - 1756), 54889 - 54881), ehT0Px3KOsy9(chr(2070 - 2022) + chr(111) + chr(49) + chr(0b1111 + 0o50) + chr(0b100100 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(53) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1010100 + 0o33) + chr(640 - 590) + chr(0b110110) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(10831 - 10720) + chr(0b110001) + '\067' + chr(0b10010 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100000 + 0o23) + chr(162 - 109) + chr(0b10 + 0o62), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(0b10001 + 0o41) + chr(0b110011) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b11 + 0o154) + '\064' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(10202 - 10091) + '\x32' + chr(1482 - 1432) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(855 - 744) + '\x33' + '\x37' + '\x34', 6345 - 6337), ehT0Px3KOsy9(chr(0b110000) + chr(0b11101 + 0o122) + '\x33' + chr(54) + chr(0b110101), 14458 - 14450), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b100011 + 0o22) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7246 - 7135) + chr(0b100101 + 0o15) + '\064' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(2119 - 2008) + chr(50) + chr(0b110110) + chr(885 - 837), 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(5279 - 5168) + chr(0b110010) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\063' + chr(52) + chr(491 - 441), 0o10), ehT0Px3KOsy9(chr(1195 - 1147) + chr(11146 - 11035) + chr(0b10001 + 0o40), 13784 - 13776), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + '\061' + chr(0b1100 + 0o53) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1101 + 0o46) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6461 - 6350) + chr(51) + '\x34' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b101 + 0o152) + chr(0b110010) + chr(53) + chr(348 - 293), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37' + chr(2690 - 2636), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x30' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4336 - 4225) + '\063' + chr(0b101110 + 0o11) + '\x33', 29866 - 29858), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(49) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\063' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\x32' + chr(0b110000) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(10645 - 10534) + chr(0b110011) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\066' + '\067', 8840 - 8832), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + '\066' + chr(0b110010), 31864 - 31856), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110100) + chr(0b101010 + 0o12), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1942 - 1894) + chr(0b1101111) + chr(0b110100 + 0o1) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'o'), chr(0b1100100) + '\x65' + '\143' + chr(0b110110 + 0o71) + chr(0b1100100) + chr(0b1100101))(chr(6095 - 5978) + chr(116) + '\146' + chr(45) + chr(2328 - 2272)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aTvghHNs7TX2(qzn1Ctg9WgNh, xYwzHMY1WwW6):
xafqLlk3kkUe(qzn1Ctg9WgNh.flow, xafqLlk3kkUe(SXOLrMavuUCe(b' o\x02\x92'), '\x64' + chr(0b110101 + 0o60) + chr(0b1100011) + chr(12145 - 12034) + chr(0b0 + 0o144) + chr(2139 - 2038))(chr(0b111111 + 0o66) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070'))((xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'3j\x08\xa9W+\xad=\x1d'), '\144' + '\145' + chr(0b1100011) + '\157' + chr(2162 - 2062) + chr(6360 - 6259))(chr(117) + chr(0b1110100) + chr(10064 - 9962) + '\055' + chr(0b111000)))(xafqLlk3kkUe(qzn1Ctg9WgNh, xafqLlk3kkUe(SXOLrMavuUCe(b"'g\t\xba"), chr(100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(570 - 469))(chr(0b1011011 + 0o32) + '\x74' + chr(0b1000110 + 0o40) + '\x2d' + chr(56)))) - 0.5) * xYwzHMY1WwW6 * ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50), ord("\x08")))
return qzn1Ctg9WgNh
|
fastai/fastai
|
fastai/vision/transform.py
|
_flip_lr
|
def _flip_lr(x):
"Flip `x` horizontally."
#return x.flip(2)
if isinstance(x, ImagePoints):
x.flow.flow[...,0] *= -1
return x
return tensor(np.ascontiguousarray(np.array(x)[...,::-1]))
|
python
|
def _flip_lr(x):
"Flip `x` horizontally."
#return x.flip(2)
if isinstance(x, ImagePoints):
x.flow.flow[...,0] *= -1
return x
return tensor(np.ascontiguousarray(np.array(x)[...,::-1]))
|
[
"def",
"_flip_lr",
"(",
"x",
")",
":",
"#return x.flip(2)",
"if",
"isinstance",
"(",
"x",
",",
"ImagePoints",
")",
":",
"x",
".",
"flow",
".",
"flow",
"[",
"...",
",",
"0",
"]",
"*=",
"-",
"1",
"return",
"x",
"return",
"tensor",
"(",
"np",
".",
"ascontiguousarray",
"(",
"np",
".",
"array",
"(",
"x",
")",
"[",
"...",
",",
":",
":",
"-",
"1",
"]",
")",
")"
] |
Flip `x` horizontally.
|
[
"Flip",
"x",
"horizontally",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L63-L69
|
train
|
Flip x horizontally.
|
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(0b110010) + '\x36' + chr(0b1110 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(49) + chr(1060 - 1009) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x37' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\065' + '\x34', 0o10), ehT0Px3KOsy9(chr(1561 - 1513) + chr(111) + chr(51) + chr(0b110000) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(499 - 450) + chr(0b110110) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(348 - 300) + chr(0b1101111) + chr(51) + chr(1164 - 1116) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1387 - 1339) + chr(0b1101111) + chr(0b10000 + 0o41) + '\x30' + chr(1400 - 1347), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(334 - 284) + '\x32' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(6659 - 6548) + chr(0b100111 + 0o13) + '\064' + '\065', 20996 - 20988), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + '\x31' + chr(0b110100) + chr(0b101101 + 0o7), 30957 - 30949), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + '\062' + chr(1927 - 1874) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6078 - 5967) + '\063' + '\x34' + chr(0b10000 + 0o41), 51121 - 51113), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\064' + chr(0b110111), 13188 - 13180), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\060' + chr(2277 - 2224), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(49) + '\x34' + '\066', 3308 - 3300), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(53) + chr(0b10111 + 0o31), 40208 - 40200), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1011 + 0o47) + '\x31' + chr(54), 12745 - 12737), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + '\x31' + chr(0b10 + 0o56) + '\x37', 59432 - 59424), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + '\063' + '\067' + chr(53), 688 - 680), ehT0Px3KOsy9(chr(420 - 372) + '\157' + '\x36' + chr(54), 0b1000), ehT0Px3KOsy9(chr(2158 - 2110) + '\x6f' + chr(0b11001 + 0o31) + chr(0b100110 + 0o21) + chr(0b110010 + 0o3), 0o10), ehT0Px3KOsy9(chr(48) + chr(9238 - 9127) + chr(0b110000 + 0o3) + chr(0b110010) + '\x35', 3688 - 3680), ehT0Px3KOsy9('\060' + chr(4015 - 3904) + chr(50) + chr(0b110101) + chr(0b101010 + 0o7), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(338 - 287) + chr(50) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + '\x33' + '\x30' + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\066' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(51) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + '\x33' + '\064' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b10000 + 0o137) + chr(2236 - 2187) + chr(49) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + chr(2330 - 2280) + '\062' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(51) + chr(641 - 593) + chr(0b110111), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(2275 - 2224) + chr(53) + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1170 - 1122) + chr(0b101101 + 0o102) + '\061' + chr(0b110011) + chr(0b101001 + 0o11), 0b1000), ehT0Px3KOsy9(chr(745 - 697) + chr(111) + chr(50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101010 + 0o7) + '\x33' + chr(49), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\066' + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(10424 - 10313) + '\x32' + chr(0b10011 + 0o36), 0o10), ehT0Px3KOsy9('\060' + chr(2011 - 1900) + chr(0b110010) + '\063' + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1033 - 980) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d'), chr(0b1100011 + 0o1) + chr(101) + '\143' + '\157' + chr(0b1001110 + 0o26) + '\x65')(chr(3475 - 3358) + '\x74' + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def iQsnpvjIXIMN(OeWW0F1dBPRQ):
if PlSM16l2KDPD(OeWW0F1dBPRQ, A8TIKy0gG2L_):
OeWW0F1dBPRQ.flow.wPIDxw0JoYvT[..., ehT0Px3KOsy9(chr(1576 - 1528) + chr(0b1100000 + 0o17) + '\x30', ord("\x08"))] *= -ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100101 + 0o14), ord("\x08"))
return OeWW0F1dBPRQ
return LK3cpXJU3UM0(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2*Z\xc3\xae\x01\xae"\xe1\xca\x11\xd8\x80\x15\xf7\x07\x91'), chr(0b100001 + 0o103) + chr(0b1100101) + chr(0b1100011) + chr(0b111101 + 0o62) + '\144' + '\x65')(chr(117) + chr(0b110110 + 0o76) + '\146' + chr(0b101011 + 0o2) + chr(0b111000)))(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf1i\\\xfc\x84\x1d\xb74\xec\xebQ\xc5'), '\144' + '\145' + chr(0b101111 + 0o64) + chr(1616 - 1505) + chr(7726 - 7626) + '\x65')(chr(0b1010 + 0o153) + chr(7685 - 7569) + chr(0b1100110) + '\x2d' + chr(0b1110 + 0o52)))(OeWW0F1dBPRQ)[..., ::-ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 8)]))
|
fastai/fastai
|
fastai/vision/transform.py
|
_dihedral
|
def _dihedral(x, k:partial(uniform_int,0,7)):
"Randomly flip `x` image based on `k`."
flips=[]
if k&1: flips.append(1)
if k&2: flips.append(2)
if flips: x = torch.flip(x,flips)
if k&4: x = x.transpose(1,2)
return x.contiguous()
|
python
|
def _dihedral(x, k:partial(uniform_int,0,7)):
"Randomly flip `x` image based on `k`."
flips=[]
if k&1: flips.append(1)
if k&2: flips.append(2)
if flips: x = torch.flip(x,flips)
if k&4: x = x.transpose(1,2)
return x.contiguous()
|
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] |
Randomly flip `x` image based on `k`.
|
[
"Randomly",
"flip",
"x",
"image",
"based",
"on",
"k",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L79-L86
|
train
|
Randomly flip x image based on k.
|
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(0b101111 + 0o1) + chr(3323 - 3212) + '\x32' + chr(0b110000) + '\x31', 12617 - 12609), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\x36' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\060' + '\061', 33317 - 33309), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(9730 - 9619) + chr(0b10111 + 0o34) + '\x30' + chr(48), 0o10), ehT0Px3KOsy9(chr(2239 - 2191) + '\x6f' + '\065' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1939 - 1891) + chr(111) + chr(1218 - 1168) + chr(1315 - 1266) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(790 - 740) + chr(0b11110 + 0o30) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1665 - 1614) + '\060' + chr(1973 - 1919), 0o10), ehT0Px3KOsy9(chr(1623 - 1575) + '\x6f' + chr(0b110001 + 0o5) + chr(54), 26951 - 26943), ehT0Px3KOsy9(chr(496 - 448) + '\157' + '\x33' + chr(597 - 544), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + '\063' + chr(2313 - 2259) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1428 - 1377) + chr(50) + chr(2249 - 2194), 54548 - 54540), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110010) + '\x36' + chr(55), 6207 - 6199), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(1608 - 1559) + chr(0b110110), 56268 - 56260), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(1309 - 1259) + '\067', 8), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\065' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2365 - 2313) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(10750 - 10639) + chr(0b111 + 0o53) + '\061' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110011) + chr(2270 - 2215), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1217 - 1167) + chr(812 - 764) + chr(0b1010 + 0o52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o24) + '\x32' + chr(1068 - 1019), 14846 - 14838), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(1528 - 1417) + '\063' + chr(0b100111 + 0o13) + chr(1825 - 1776), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11010 + 0o26), 1305 - 1297), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + '\x32' + '\063' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b11100 + 0o27) + chr(0b101111 + 0o4), 38472 - 38464), ehT0Px3KOsy9(chr(48) + chr(1400 - 1289) + chr(525 - 474) + '\065' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\064' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(0b110000) + chr(1386 - 1331), 32663 - 32655), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o26) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1100 + 0o46) + '\x34' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(6293 - 6182) + chr(49) + chr(1032 - 982) + chr(53), 0b1000), ehT0Px3KOsy9(chr(237 - 189) + chr(111) + '\062' + chr(0b100100 + 0o22) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1228 - 1179) + chr(0b100 + 0o55) + '\060', 39843 - 39835), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\x33' + chr(1155 - 1106) + '\x31', 33706 - 33698), ehT0Px3KOsy9(chr(584 - 536) + '\x6f' + chr(0b110011) + chr(0b101010 + 0o11) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(53) + chr(2605 - 2551), 203 - 195), ehT0Px3KOsy9(chr(1429 - 1381) + chr(0b101 + 0o152) + chr(2158 - 2106) + chr(0b100011 + 0o17), 36973 - 36965), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101010 + 0o15) + chr(54), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11111 + 0o26) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf'), chr(100) + '\x65' + chr(99) + chr(111) + chr(1410 - 1310) + chr(0b1100101))(chr(0b1101000 + 0o15) + '\x74' + chr(0b1100110) + chr(769 - 724) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def frGA_HuxNAbi(OeWW0F1dBPRQ, OolUPRJhRaJd):
O6jp8159dlG6 = []
if OolUPRJhRaJd & ehT0Px3KOsy9('\x30' + '\157' + chr(0b1010 + 0o47), 0b1000):
xafqLlk3kkUe(O6jp8159dlG6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x86\xb1\xa5E\xec'), chr(100) + chr(0b1000011 + 0o42) + '\143' + chr(111) + chr(4314 - 4214) + chr(0b1001101 + 0o30))(chr(0b1110101 + 0o0) + chr(0b1000111 + 0o55) + '\x66' + '\055' + chr(56)))(ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + '\061', 8))
if OolUPRJhRaJd & ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010), ord("\x08")):
xafqLlk3kkUe(O6jp8159dlG6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\x86\xb1\xa5E\xec'), '\144' + chr(0b1110 + 0o127) + chr(0b1100 + 0o127) + chr(111) + '\144' + chr(0b110001 + 0o64))(chr(0b1001101 + 0o50) + chr(0b1110100) + '\146' + '\055' + chr(0b11101 + 0o33)))(ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\062', 8))
if O6jp8159dlG6:
OeWW0F1dBPRQ = cEkFpYktkSeK.mFx6gsZ1V8KW(OeWW0F1dBPRQ, O6jp8159dlG6)
if OolUPRJhRaJd & ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1111 + 0o45), 42804 - 42796):
OeWW0F1dBPRQ = OeWW0F1dBPRQ.transpose(ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1111 + 0o42), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50), 8))
return xafqLlk3kkUe(OeWW0F1dBPRQ, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x99\xaf\xb4B\xef\xc1\xa9Cn'), chr(100) + chr(2011 - 1910) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(2763 - 2662))(chr(117) + '\164' + chr(0b1100110) + chr(45) + chr(56)))()
|
fastai/fastai
|
fastai/vision/transform.py
|
_dihedral_affine
|
def _dihedral_affine(k:partial(uniform_int,0,7)):
"Randomly flip `x` image based on `k`."
x = -1 if k&1 else 1
y = -1 if k&2 else 1
if k&4: return [[0, x, 0.],
[y, 0, 0],
[0, 0, 1.]]
return [[x, 0, 0.],
[0, y, 0],
[0, 0, 1.]]
|
python
|
def _dihedral_affine(k:partial(uniform_int,0,7)):
"Randomly flip `x` image based on `k`."
x = -1 if k&1 else 1
y = -1 if k&2 else 1
if k&4: return [[0, x, 0.],
[y, 0, 0],
[0, 0, 1.]]
return [[x, 0, 0.],
[0, y, 0],
[0, 0, 1.]]
|
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] |
Randomly flip `x` image based on `k`.
|
[
"Randomly",
"flip",
"x",
"image",
"based",
"on",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/transform.py#L89-L98
|
train
|
Randomly flip x image based on k.
|
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(901 - 853) + chr(0b111001 + 0o66) + '\x33' + chr(857 - 802) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b111 + 0o53) + '\x30' + chr(0b110 + 0o56), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b101010 + 0o7) + chr(1894 - 1842), 63530 - 63522), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + chr(875 - 824) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(71 - 18), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b101001 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b10111 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7009 - 6898) + chr(0b110001) + chr(2050 - 1999) + '\x31', 43293 - 43285), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1000101 + 0o52) + '\061' + chr(2480 - 2429) + chr(0b110000 + 0o6), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(525 - 476) + chr(1003 - 953) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + chr(2561 - 2510) + chr(0b11 + 0o60) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(732 - 621) + '\x31' + chr(1021 - 969) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(923 - 875) + chr(3694 - 3583) + chr(0b11011 + 0o26) + chr(0b11010 + 0o31) + chr(2547 - 2496), 25734 - 25726), ehT0Px3KOsy9(chr(1829 - 1781) + chr(0b1010010 + 0o35) + '\061' + chr(1713 - 1658) + chr(0b11 + 0o56), 37719 - 37711), ehT0Px3KOsy9(chr(2171 - 2123) + '\157' + chr(0b100101 + 0o16) + chr(750 - 702) + chr(2817 - 2762), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(49) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110011) + chr(0b10010 + 0o44), 8), ehT0Px3KOsy9(chr(1124 - 1076) + chr(0b1000111 + 0o50) + '\x33' + '\x31' + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b10001 + 0o136) + chr(0b11100 + 0o27) + chr(0b110110) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o36) + chr(53) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(690 - 638) + chr(229 - 181), 24278 - 24270), ehT0Px3KOsy9('\060' + chr(111) + chr(998 - 949) + chr(0b110011) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(5146 - 5035) + chr(0b110011) + chr(0b101000 + 0o11) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\061' + chr(0b110001), 8), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + '\061' + chr(1125 - 1073) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b100100 + 0o113) + chr(54) + chr(0b10001 + 0o43), 2565 - 2557), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\064' + '\x35', 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x31' + chr(1154 - 1100), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + '\063' + chr(0b1010 + 0o47) + '\x33', 31793 - 31785), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(877 - 829) + chr(572 - 523), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3175 - 3064) + chr(0b110110) + chr(199 - 151), 8879 - 8871), ehT0Px3KOsy9(chr(0b110000) + chr(7299 - 7188) + '\067' + '\x34', 0o10), ehT0Px3KOsy9(chr(774 - 726) + '\157' + chr(0b100101 + 0o16) + '\x36' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(0b101 + 0o56) + chr(0b110010) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110010), 44421 - 44413), ehT0Px3KOsy9('\060' + chr(3499 - 3388) + chr(49) + chr(0b110101), 38663 - 38655), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2'), '\144' + chr(101) + '\143' + chr(111) + '\144' + '\x65')(chr(4748 - 4631) + '\x74' + chr(0b1010101 + 0o21) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jju5jcj81KJ7(OolUPRJhRaJd):
OeWW0F1dBPRQ = -ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 8) if OolUPRJhRaJd & ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b1001001 + 0o46) + chr(1832 - 1783), 8) else ehT0Px3KOsy9(chr(1044 - 996) + chr(111) + chr(0b100010 + 0o17), 8)
SqiSOtYOqOJH = -ehT0Px3KOsy9('\060' + '\157' + chr(835 - 786), 8) if OolUPRJhRaJd & ehT0Px3KOsy9('\x30' + chr(1918 - 1807) + chr(1469 - 1419), 0b1000) else ehT0Px3KOsy9('\x30' + chr(914 - 803) + chr(0b110001), 8)
if OolUPRJhRaJd & ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\x34', 0b1000):
return [[ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + '\060', 0b1000), OeWW0F1dBPRQ, 0.0], [SqiSOtYOqOJH, ehT0Px3KOsy9(chr(48) + chr(111) + '\060', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100110 + 0o12), 8)], [ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x30', 8), 1.0]]
return [[OeWW0F1dBPRQ, ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2112 - 2064), 8), 0.0], [ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + '\x30', 8), SqiSOtYOqOJH, ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110000), 8)], [ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o35), 8), 1.0]]
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