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fastai/fastai
fastai/data_block.py
ItemList.filter_by_func
def filter_by_func(self, func:Callable)->'ItemList': "Only keep elements for which `func` returns `True`." self.items = array([o for o in self.items if func(o)]) return self
python
def filter_by_func(self, func:Callable)->'ItemList': "Only keep elements for which `func` returns `True`." self.items = array([o for o in self.items if func(o)]) return self
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Only keep elements for which `func` returns `True`.
[ "Only", "keep", "elements", "for", "which", "func", "returns", "True", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L149-L152
train
Only keep elements for which func returns 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(chr(48) + chr(111) + '\x33' + '\x35' + chr(49), 32984 - 32976), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2301 - 2250) + chr(50) + chr(0b110001), 16148 - 16140), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + '\061' + chr(0b110010) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000001 + 0o56) + chr(921 - 871) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4991 - 4880) + chr(51) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b11001 + 0o31), 0o10), ehT0Px3KOsy9(chr(48) + chr(7633 - 7522) + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1683 - 1635) + '\157' + chr(0b110010) + chr(0b10011 + 0o44) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110011) + chr(51), 2731 - 2723), ehT0Px3KOsy9(chr(1397 - 1349) + '\157' + chr(50) + '\x33' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(1148 - 1093) + chr(0b110111), 56487 - 56479), ehT0Px3KOsy9('\x30' + chr(9139 - 9028) + chr(0b110010) + chr(54) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1100110 + 0o11) + '\x32' + '\061' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1504 - 1452) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5915 - 5804) + chr(0b101101 + 0o5) + chr(51) + '\x37', 8), ehT0Px3KOsy9(chr(648 - 600) + chr(111) + '\063' + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54), 58523 - 58515), ehT0Px3KOsy9(chr(797 - 749) + chr(0b101 + 0o152) + chr(50) + '\063' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9903 - 9792) + chr(0b110010) + chr(51) + '\067', 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b110100) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(83 - 35) + '\x6f' + '\x31' + chr(1359 - 1307) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(54) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x30' + chr(956 - 906), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11000 + 0o127) + '\x32' + chr(1981 - 1932) + chr(1697 - 1649), 13010 - 13002), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b11011 + 0o27) + chr(1618 - 1566), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(53) + chr(55), 53810 - 53802), ehT0Px3KOsy9(chr(2114 - 2066) + chr(0b1010100 + 0o33) + chr(2066 - 2017) + '\060' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(2154 - 2106) + '\x6f' + chr(2154 - 2104) + chr(0b1000 + 0o54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(2232 - 2182) + chr(52) + chr(0b110000), 14811 - 14803), ehT0Px3KOsy9(chr(918 - 870) + chr(0b1101111) + '\x33' + chr(0b110001) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4127 - 4016) + '\067' + chr(55), 8), ehT0Px3KOsy9(chr(515 - 467) + chr(0b11111 + 0o120) + chr(51) + '\064' + '\x36', 46166 - 46158), ehT0Px3KOsy9('\060' + chr(4015 - 3904) + chr(0b110011) + chr(0b110000) + '\x34', 61307 - 61299), ehT0Px3KOsy9(chr(2301 - 2253) + '\x6f' + '\061' + chr(0b10111 + 0o31) + chr(641 - 587), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1011000 + 0o27) + chr(50) + chr(53) + '\065', 13879 - 13871), ehT0Px3KOsy9('\x30' + chr(111) + '\067' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1645 - 1596) + chr(55) + '\x34', 0o10), ehT0Px3KOsy9(chr(1168 - 1120) + chr(111) + '\x31' + '\x30' + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1806 - 1757) + chr(0b110001) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2342 - 2293) + '\x35' + chr(0b11001 + 0o35), 29563 - 29555)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1011110 + 0o6) + '\x65')(chr(0b1110101) + chr(116) + '\146' + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def lJRvO1GVEgrP(oVre8I6UXc3b, EzOtJ3kbK5x4) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xa51\x7fWce\xca'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(100) + chr(0b101011 + 0o72))('\x75' + chr(116) + chr(102) + chr(0b11111 + 0o16) + chr(0b101000 + 0o20)): oVre8I6UXc3b.NzveIZ3IlSH9 = B0ePDhpqxN5n([gb6ab8SSTLgq for gb6ab8SSTLgq in oVre8I6UXc3b.NzveIZ3IlSH9 if EzOtJ3kbK5x4(gb6ab8SSTLgq)]) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
ItemList.filter_by_folder
def filter_by_folder(self, include=None, exclude=None): "Only keep filenames in `include` folder or reject the ones in `exclude`." include,exclude = listify(include),listify(exclude) def _inner(o): if isinstance(o, Path): n = o.relative_to(self.path).parts[0] else: n = o.split(os.path.sep)[len(str(self.path).split(os.path.sep))] if include and not n in include: return False if exclude and n in exclude: return False return True return self.filter_by_func(_inner)
python
def filter_by_folder(self, include=None, exclude=None): "Only keep filenames in `include` folder or reject the ones in `exclude`." include,exclude = listify(include),listify(exclude) def _inner(o): if isinstance(o, Path): n = o.relative_to(self.path).parts[0] else: n = o.split(os.path.sep)[len(str(self.path).split(os.path.sep))] if include and not n in include: return False if exclude and n in exclude: return False return True return self.filter_by_func(_inner)
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Only keep filenames in `include` folder or reject the ones in `exclude`.
[ "Only", "keep", "filenames", "in", "include", "folder", "or", "reject", "the", "ones", "in", "exclude", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L154-L163
train
Only keep filenames in include folder or reject the ones in exclude.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(8217 - 8106) + chr(53) + chr(0b101110 + 0o11), 61285 - 61277), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(0b100000 + 0o22) + '\x37' + chr(0b10011 + 0o35), 25861 - 25853), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b10110 + 0o34) + '\x30', 5991 - 5983), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\061' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(2386 - 2335) + '\x32' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2048 - 1937) + '\061' + chr(0b110110) + chr(52), 18713 - 18705), ehT0Px3KOsy9(chr(270 - 222) + '\x6f' + chr(0b100010 + 0o21) + '\065' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(0b0 + 0o62) + '\x35' + chr(2047 - 1995), 0b1000), ehT0Px3KOsy9(chr(1463 - 1415) + '\157' + chr(51) + '\063' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11796 - 11685) + chr(0b110010) + chr(51) + chr(0b110000 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\x34' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b101001 + 0o12) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7966 - 7855) + '\063' + '\x34' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(0b11100 + 0o25) + '\063' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b11011 + 0o25) + chr(1530 - 1479), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\x31' + chr(0b110010) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b101100 + 0o13) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b110110) + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + '\x32' + '\x31', 41196 - 41188), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(53) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(51) + '\066' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11591 - 11480) + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9(chr(1570 - 1522) + chr(0b1101111) + '\061' + chr(938 - 887) + '\x34', 0o10), ehT0Px3KOsy9(chr(50 - 2) + chr(0b1010000 + 0o37) + chr(49) + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(474 - 425) + chr(0b110101) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(148 - 97) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b101110 + 0o10) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1289 - 1241) + '\x6f' + chr(0b101010 + 0o10) + chr(0b10001 + 0o41), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x36' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10100 + 0o40) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(48) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1874 - 1826) + '\157' + '\x31' + chr(51) + chr(0b110010), 12985 - 12977), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1916 - 1866) + chr(52) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1489 - 1441) + chr(0b1101111) + chr(516 - 467) + '\x33' + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b110111) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\x35' + '\062', 38526 - 38518), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\x34' + '\x34', 35847 - 35839), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(963 - 852) + '\x31' + chr(0b110100) + chr(984 - 931), 37215 - 37207), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b10011 + 0o41) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b101111 + 0o6) + chr(1623 - 1568), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1426 - 1378) + '\x6f' + '\065' + chr(0b110000), 48203 - 48195)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x01'), '\144' + '\x65' + chr(9074 - 8975) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b101110 + 0o107) + chr(11829 - 11713) + chr(102) + '\055' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ugPilhO8gaeT(oVre8I6UXc3b, MkNwEyKSZHCZ=None, FsaUnRsShak2=None): (MkNwEyKSZHCZ, FsaUnRsShak2) = (XFSR0qhtb0bq(MkNwEyKSZHCZ), XFSR0qhtb0bq(FsaUnRsShak2)) def PKmgt01a359p(gb6ab8SSTLgq): if PlSM16l2KDPD(gb6ab8SSTLgq, HiPOQr0Cdorg): m1NkCryOw9Bx = gb6ab8SSTLgq.relative_to(oVre8I6UXc3b.path).parts[ehT0Px3KOsy9(chr(48) + chr(660 - 549) + chr(0b100001 + 0o17), 31258 - 31250)] else: m1NkCryOw9Bx = gb6ab8SSTLgq.split(oqhJDdMJfuwx.path.sep)[c2A0yzQpDQB3(M8_cKLkHVB2V(oVre8I6UXc3b.path).split(oqhJDdMJfuwx.path.sep))] if MkNwEyKSZHCZ and m1NkCryOw9Bx not in MkNwEyKSZHCZ: return ehT0Px3KOsy9(chr(0b110000) + chr(11285 - 11174) + chr(0b110000), 8) if FsaUnRsShak2 and m1NkCryOw9Bx in FsaUnRsShak2: return ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + chr(0b1111 + 0o41), 8) return ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001), 9160 - 9152) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'I\xd1|y\xb1\x06\xb5\xce\xa3\xc0\x85\xec\x8a<'), chr(9192 - 9092) + chr(101) + chr(0b1100011) + chr(1100 - 989) + '\144' + chr(994 - 893))('\x75' + '\x74' + chr(102) + chr(0b1011 + 0o42) + chr(56)))(PKmgt01a359p)
fastai/fastai
fastai/data_block.py
ItemList.filter_by_rand
def filter_by_rand(self, p:float, seed:int=None): "Keep random sample of `items` with probability `p` and an optional `seed`." if seed is not None: np.random.seed(seed) return self.filter_by_func(lambda o: rand_bool(p))
python
def filter_by_rand(self, p:float, seed:int=None): "Keep random sample of `items` with probability `p` and an optional `seed`." if seed is not None: np.random.seed(seed) return self.filter_by_func(lambda o: rand_bool(p))
[ "def", "filter_by_rand", "(", "self", ",", "p", ":", "float", ",", "seed", ":", "int", "=", "None", ")", ":", "if", "seed", "is", "not", "None", ":", "np", ".", "random", ".", "seed", "(", "seed", ")", "return", "self", ".", "filter_by_func", "(", "lambda", "o", ":", "rand_bool", "(", "p", ")", ")" ]
Keep random sample of `items` with probability `p` and an optional `seed`.
[ "Keep", "random", "sample", "of", "items", "with", "probability", "p", "and", "an", "optional", "seed", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L165-L168
train
Keep random sample of items with probability p and an optional seed.
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(0b10 + 0o60) + '\063' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(75 - 27) + chr(0b10010 + 0o135) + chr(0b10111 + 0o34) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101000 + 0o11) + chr(0b11110 + 0o30) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(203 - 92) + chr(0b100110 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(1591 - 1543) + chr(7188 - 7077) + chr(53 - 2) + '\x31' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\067' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110101) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\064' + chr(1943 - 1895), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1458 - 1404) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(50) + chr(48) + chr(555 - 507), 56486 - 56478), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + '\x31' + chr(0b110001) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\061' + chr(0b110110), 20168 - 20160), ehT0Px3KOsy9(chr(1661 - 1613) + '\x6f' + '\061' + chr(53) + chr(0b110110), 19927 - 19919), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100000 + 0o27) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110101) + chr(0b11001 + 0o31), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101001 + 0o10) + '\061' + chr(2210 - 2155), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1629 - 1578) + chr(50) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b110011) + '\060', 56384 - 56376), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2111 - 2060) + '\x33' + chr(0b1101 + 0o46), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110000) + chr(0b100011 + 0o17), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b11101 + 0o30), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + chr(0b101110 + 0o6), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2383 - 2272) + chr(2429 - 2379) + chr(0b110010) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110111) + chr(2193 - 2141), 0o10), ehT0Px3KOsy9(chr(48) + chr(7855 - 7744) + chr(0b100001 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b10111 + 0o32) + chr(0b10011 + 0o42), 24070 - 24062), ehT0Px3KOsy9(chr(1717 - 1669) + chr(1537 - 1426) + chr(698 - 647) + chr(0b110010) + '\067', 570 - 562), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(733 - 622) + chr(0b1100 + 0o45) + chr(0b110101) + chr(926 - 878), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(201 - 151) + chr(0b101111 + 0o4), 26070 - 26062), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\062' + '\064', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(462 - 351) + chr(50) + chr(0b110101 + 0o0) + chr(48), 41805 - 41797), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\x32' + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + chr(11790 - 11679) + chr(0b110001) + '\x37', 32053 - 32045), ehT0Px3KOsy9(chr(446 - 398) + chr(111) + '\x31' + chr(50) + chr(798 - 747), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + '\062' + '\063' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(55) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1027 - 973) + '\066', 1714 - 1706), ehT0Px3KOsy9('\x30' + chr(0b111010 + 0o65) + '\064' + chr(1770 - 1722), 8), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + '\067' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\066' + chr(0b101100 + 0o7), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2044 - 1991) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3'), chr(8338 - 8238) + '\145' + chr(99) + chr(0b1101111) + chr(0b1011 + 0o131) + '\145')(chr(0b1011110 + 0o27) + chr(4908 - 4792) + chr(0b1100 + 0o132) + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def UxK5qgu0jpuI(oVre8I6UXc3b, UyakMW2IMFEj, cEhryM0YPR0h=None): if cEhryM0YPR0h is not None: xafqLlk3kkUe(WqUC3KWvYVup.random, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeez\x12f'), '\x64' + '\145' + chr(7746 - 7647) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1100110) + '\055' + chr(0b111000)))(cEhryM0YPR0h) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfbv\x1bv\xa8\x0c3BI\xdf*;\x00['), chr(100) + '\145' + chr(0b1100011) + chr(0b1000111 + 0o50) + chr(100) + '\x65')(chr(4837 - 4720) + chr(0b1110100) + '\146' + chr(0b1110 + 0o37) + chr(56)))(lambda gb6ab8SSTLgq: aF_WNfKgyteE(UyakMW2IMFEj))
fastai/fastai
fastai/data_block.py
ItemList.split_none
def split_none(self): "Don't split the data and create an empty validation set." val = self[[]] val.ignore_empty = True return self._split(self.path, self, val)
python
def split_none(self): "Don't split the data and create an empty validation set." val = self[[]] val.ignore_empty = True return self._split(self.path, self, val)
[ "def", "split_none", "(", "self", ")", ":", "val", "=", "self", "[", "[", "]", "]", "val", ".", "ignore_empty", "=", "True", "return", "self", ".", "_split", "(", "self", ".", "path", ",", "self", ",", "val", ")" ]
Don't split the data and create an empty validation set.
[ "Don", "t", "split", "the", "data", "and", "create", "an", "empty", "validation", "set", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L174-L178
train
Don t split the data and create an empty 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(1861 - 1813) + chr(111) + chr(2229 - 2179) + '\065' + chr(0b11111 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b110010) + '\x30' + '\064', 22672 - 22664), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b1000 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b11 + 0o60) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(48) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(987 - 939) + chr(0b110110 + 0o71) + '\x32' + chr(0b100011 + 0o17) + chr(480 - 432), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + '\061' + '\062' + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10313 - 10202) + chr(0b101100 + 0o5) + '\066' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(0b11100 + 0o27) + chr(0b110101 + 0o2) + '\067', 0o10), ehT0Px3KOsy9(chr(567 - 519) + chr(111) + '\061' + chr(0b110011), 623 - 615), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + '\x30' + chr(0b11010 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(51) + chr(326 - 271), 9846 - 9838), ehT0Px3KOsy9('\x30' + chr(0b1101001 + 0o6) + chr(0b1010 + 0o51) + chr(725 - 672) + chr(0b110100), 59430 - 59422), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(1624 - 1574) + chr(0b101001 + 0o7) + chr(2257 - 2203), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10111 + 0o36) + chr(950 - 901), ord("\x08")), ehT0Px3KOsy9(chr(1791 - 1743) + '\157' + chr(0b11010 + 0o27) + chr(0b1011 + 0o47) + chr(50), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(1270 - 1221) + chr(2028 - 1978) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11110 + 0o25), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(861 - 811) + chr(0b101 + 0o54), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\062' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\066' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1048 - 1000) + '\x6f' + chr(0b110011) + chr(0b1111 + 0o50) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b110001) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + '\x31' + chr(2288 - 2238) + chr(55), 0b1000), ehT0Px3KOsy9(chr(271 - 223) + chr(111) + chr(50) + chr(0b110000) + chr(219 - 171), 5012 - 5004), ehT0Px3KOsy9(chr(0b110000) + chr(971 - 860) + '\062' + chr(50) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(55) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(341 - 292) + chr(48) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1385 - 1336) + chr(2735 - 2681), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111101 + 0o62) + chr(0b100001 + 0o20) + chr(0b101111 + 0o2) + chr(781 - 732), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1101 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101001 + 0o11) + chr(0b110011) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(50) + '\061' + chr(2163 - 2112), ord("\x08")), ehT0Px3KOsy9(chr(2077 - 2029) + chr(0b1101111) + chr(53) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(8697 - 8586) + '\x33' + '\061' + chr(0b10001 + 0o46), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\x32' + chr(50), 8), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(50) + chr(49) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\061' + '\x36', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(197 - 149), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + chr(0b1 + 0o143) + '\x65')(chr(0b11110 + 0o127) + '\164' + '\x66' + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def QHkGD5TSbpro(oVre8I6UXc3b): pQxH2D_k9sXQ = oVre8I6UXc3b[[]] pQxH2D_k9sXQ.qI7OqQTfWCAK = ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(0b100000 + 0o21), 0o10) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\xf7c\xb6\xef\xe4'), '\x64' + '\145' + chr(5353 - 5254) + chr(12290 - 12179) + '\144' + '\x65')(chr(0b1110101) + chr(5842 - 5726) + chr(102) + '\055' + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xe5g\xb2'), chr(1480 - 1380) + '\x65' + chr(0b1100011) + chr(111) + '\144' + chr(2619 - 2518))(chr(6297 - 6180) + chr(8068 - 7952) + '\x66' + chr(0b101101) + '\x38')), oVre8I6UXc3b, pQxH2D_k9sXQ)
fastai/fastai
fastai/data_block.py
ItemList.split_by_list
def split_by_list(self, train, valid): "Split the data between `train` and `valid`." return self._split(self.path, train, valid)
python
def split_by_list(self, train, valid): "Split the data between `train` and `valid`." return self._split(self.path, train, valid)
[ "def", "split_by_list", "(", "self", ",", "train", ",", "valid", ")", ":", "return", "self", ".", "_split", "(", "self", ".", "path", ",", "train", ",", "valid", ")" ]
Split the data between `train` and `valid`.
[ "Split", "the", "data", "between", "train", "and", "valid", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L180-L182
train
Split the data between train and valid.
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) + chr(0b110110) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b1101 + 0o43) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1011011 + 0o24) + chr(0b110011) + chr(0b110111) + chr(0b11 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(49) + chr(0b111 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5382 - 5271) + '\x32' + chr(0b10001 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + '\x31' + chr(0b1 + 0o57) + chr(1372 - 1318), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100100 + 0o15) + chr(0b11100 + 0o33), 0b1000), ehT0Px3KOsy9(chr(2005 - 1957) + chr(0b1100101 + 0o12) + chr(0b101111 + 0o2) + chr(599 - 544) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b100111 + 0o14) + '\x32' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(710 - 662) + chr(111) + chr(0b1000 + 0o51) + chr(1716 - 1661) + '\x32', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\062' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110111) + chr(0b110100), 17471 - 17463), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x34' + chr(0b101000 + 0o14), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b0 + 0o63) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(5807 - 5696) + chr(51) + '\x34' + chr(48), 14816 - 14808), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(55) + '\063', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + '\065' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\065' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1662 - 1611) + chr(54) + chr(0b101110 + 0o2), 0b1000), ehT0Px3KOsy9(chr(1738 - 1690) + chr(0b1101111) + chr(0b10 + 0o60) + '\x35' + '\x35', 33984 - 33976), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(830 - 780) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + '\063' + chr(54) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1690 - 1642) + chr(0b1101111) + chr(50) + chr(0b110101) + chr(0b101100 + 0o6), 0o10), ehT0Px3KOsy9(chr(1807 - 1759) + chr(0b1101111) + chr(0b1 + 0o61) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\x33' + chr(0b1101 + 0o51), 0o10), ehT0Px3KOsy9(chr(894 - 846) + chr(0b1101111) + chr(50) + chr(0b1 + 0o60) + chr(1582 - 1533), 38203 - 38195), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100001 + 0o20) + chr(50) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(792 - 681) + chr(0b1100 + 0o50) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(0b100101 + 0o15) + '\x35' + chr(0b110011), 59645 - 59637), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110001 + 0o5) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10001 + 0o40) + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9(chr(2245 - 2197) + chr(0b1101111) + '\x35' + chr(1745 - 1696), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9(chr(826 - 778) + '\x6f' + chr(286 - 236) + '\061' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4220 - 4109) + chr(0b110111) + chr(0b100101 + 0o22), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11010 + 0o31) + chr(53), 0b1000), ehT0Px3KOsy9(chr(179 - 131) + chr(111) + chr(0b110001) + chr(0b110011) + chr(1307 - 1259), 7510 - 7502)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(2021 - 1968) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1e'), chr(0b1000000 + 0o44) + chr(0b1000101 + 0o40) + chr(99) + '\157' + chr(0b1100100) + chr(101))(chr(117) + chr(0b1000 + 0o154) + '\146' + chr(899 - 854) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def TMkpbfMoYHil(oVre8I6UXc3b, e80gRioCjdat, BZPR0lwTzWO8): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'o3\x89`x2'), '\144' + chr(0b1100101) + chr(99) + chr(111) + chr(1836 - 1736) + chr(0b1100101))('\x75' + chr(5835 - 5719) + chr(102) + '\055' + chr(826 - 770)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'@!\x8dd'), '\144' + chr(101) + chr(9758 - 9659) + chr(2395 - 2284) + '\144' + chr(3680 - 3579))(chr(0b110100 + 0o101) + chr(12533 - 12417) + chr(6975 - 6873) + chr(0b101 + 0o50) + chr(0b10101 + 0o43))), e80gRioCjdat, BZPR0lwTzWO8)
fastai/fastai
fastai/data_block.py
ItemList.split_by_idxs
def split_by_idxs(self, train_idx, valid_idx): "Split the data between `train_idx` and `valid_idx`." return self.split_by_list(self[train_idx], self[valid_idx])
python
def split_by_idxs(self, train_idx, valid_idx): "Split the data between `train_idx` and `valid_idx`." return self.split_by_list(self[train_idx], self[valid_idx])
[ "def", "split_by_idxs", "(", "self", ",", "train_idx", ",", "valid_idx", ")", ":", "return", "self", ".", "split_by_list", "(", "self", "[", "train_idx", "]", ",", "self", "[", "valid_idx", "]", ")" ]
Split the data between `train_idx` and `valid_idx`.
[ "Split", "the", "data", "between", "train_idx", "and", "valid_idx", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L184-L186
train
Split the data between train_idx and valid_idx.
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) + '\062' + chr(54) + chr(50), 0o10), ehT0Px3KOsy9(chr(583 - 535) + '\157' + chr(0b110001) + '\061' + chr(55), 20822 - 20814), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(49) + '\065' + chr(0b10000 + 0o40), 39799 - 39791), ehT0Px3KOsy9(chr(2060 - 2012) + '\x6f' + chr(2628 - 2576) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b11110 + 0o24) + '\x35', 11105 - 11097), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(360 - 310) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x32' + chr(0b10111 + 0o32), 52363 - 52355), ehT0Px3KOsy9('\060' + chr(1505 - 1394) + chr(0b110010) + chr(1420 - 1365) + chr(0b110110), 21232 - 21224), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110000) + chr(471 - 417), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + '\x31' + chr(0b10 + 0o56) + chr(462 - 410), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\062' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110 + 0o61) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\x33' + chr(752 - 699) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(50) + chr(0b110110) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b11110 + 0o25) + chr(53) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(6178 - 6067) + '\064' + chr(53), 0b1000), ehT0Px3KOsy9(chr(49 - 1) + chr(0b1010111 + 0o30) + '\062' + '\066' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110100), 44196 - 44188), ehT0Px3KOsy9(chr(738 - 690) + chr(0b1101111) + chr(0b101001 + 0o11) + chr(2403 - 2351), 32274 - 32266), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x35' + chr(53), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(3132 - 3021) + '\x33' + '\066' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(941 - 892), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + chr(0b110011) + chr(54) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\x31' + chr(0b10101 + 0o35) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(53), 15916 - 15908), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(7669 - 7558) + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(126 - 78) + '\157' + chr(281 - 231) + chr(157 - 105) + chr(1724 - 1675), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(54) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1744 - 1696) + '\x6f' + '\067' + chr(0b11 + 0o55), 5502 - 5494), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110011) + chr(0b100101 + 0o22) + chr(0b110010), 32084 - 32076), ehT0Px3KOsy9('\x30' + chr(5225 - 5114) + chr(52) + chr(1243 - 1193), 58964 - 58956), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + chr(512 - 461) + chr(401 - 353) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(1288 - 1236) + '\x33', 0b1000), ehT0Px3KOsy9(chr(69 - 21) + chr(0b1101111) + chr(0b10001 + 0o41) + chr(257 - 208) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b11110 + 0o30) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1389 - 1341) + chr(111) + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(2721 - 2668) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c'), '\x64' + '\145' + chr(0b110101 + 0o56) + chr(0b1 + 0o156) + '\144' + chr(101))('\x75' + '\164' + '\x66' + '\055' + chr(2446 - 2390)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def YJeF4QJNsF_M(oVre8I6UXc3b, _x2DG74fkgJ8, R9f2Zf8yUgTG): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1?\x04MF\xca\xf6\xa8\xe1\xaa-!\x8b'), '\144' + chr(0b1000 + 0o135) + chr(5172 - 5073) + chr(111) + chr(0b1100100) + chr(101))(chr(5999 - 5882) + chr(8089 - 7973) + '\x66' + chr(520 - 475) + '\070'))(oVre8I6UXc3b[_x2DG74fkgJ8], oVre8I6UXc3b[R9f2Zf8yUgTG])
fastai/fastai
fastai/data_block.py
ItemList.split_by_idx
def split_by_idx(self, valid_idx:Collection[int])->'ItemLists': "Split the data according to the indexes in `valid_idx`." #train_idx = [i for i in range_of(self.items) if i not in valid_idx] train_idx = np.setdiff1d(arange_of(self.items), valid_idx) return self.split_by_idxs(train_idx, valid_idx)
python
def split_by_idx(self, valid_idx:Collection[int])->'ItemLists': "Split the data according to the indexes in `valid_idx`." #train_idx = [i for i in range_of(self.items) if i not in valid_idx] train_idx = np.setdiff1d(arange_of(self.items), valid_idx) return self.split_by_idxs(train_idx, valid_idx)
[ "def", "split_by_idx", "(", "self", ",", "valid_idx", ":", "Collection", "[", "int", "]", ")", "->", "'ItemLists'", ":", "#train_idx = [i for i in range_of(self.items) if i not in valid_idx]", "train_idx", "=", "np", ".", "setdiff1d", "(", "arange_of", "(", "self", ".", "items", ")", ",", "valid_idx", ")", "return", "self", ".", "split_by_idxs", "(", "train_idx", ",", "valid_idx", ")" ]
Split the data according to the indexes in `valid_idx`.
[ "Split", "the", "data", "according", "to", "the", "indexes", "in", "valid_idx", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L188-L192
train
Split the data according to the indexes in valid_idx.
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(149 - 101) + '\x6f' + chr(0b110010) + chr(51) + chr(111 - 63), 53573 - 53565), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x36' + chr(1016 - 968), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(0b10101 + 0o35) + chr(0b110011) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101000 + 0o13) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(53) + chr(0b1 + 0o64), 34797 - 34789), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b101000 + 0o17) + '\067', 0b1000), ehT0Px3KOsy9(chr(933 - 885) + chr(111) + chr(799 - 749) + chr(51) + '\060', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1101 + 0o44) + '\065' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b10010 + 0o42) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\x32' + chr(0b10100 + 0o37) + chr(246 - 193), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(0b110011) + '\x31' + chr(0b101011 + 0o11), 26245 - 26237), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(1502 - 1451) + chr(0b100100 + 0o21) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(1039 - 989) + chr(0b110 + 0o56), 9539 - 9531), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(53) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001 + 0o2) + '\x31' + chr(2675 - 2622), 28870 - 28862), ehT0Px3KOsy9(chr(1827 - 1779) + '\157' + chr(2258 - 2208) + chr(1991 - 1941) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101100 + 0o3) + chr(0b11101 + 0o24) + chr(48) + chr(0b110010), 887 - 879), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110000) + chr(0b10010 + 0o45), 62784 - 62776), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(1064 - 1013) + '\x33' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1424 - 1376) + chr(12024 - 11913) + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(3735 - 3624) + '\x33' + chr(2291 - 2243) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\066' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o5) + chr(0b110001) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b1011 + 0o47) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1904 - 1854) + '\x31' + '\061', 46329 - 46321), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011 + 0o0) + chr(0b11000 + 0o31) + chr(1563 - 1512), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(54) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(54) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(257 - 206) + '\064' + '\x35', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(1078 - 1030) + chr(0b1010010 + 0o35) + chr(1653 - 1604) + chr(54) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(1629 - 1578) + chr(0b1111 + 0o43), 0b1000), ehT0Px3KOsy9(chr(953 - 905) + '\157' + chr(50) + chr(0b110010) + chr(0b110001 + 0o4), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10010 + 0o37) + chr(1791 - 1740) + '\x30', 2202 - 2194), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10 + 0o64) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10111 + 0o33) + chr(0b110111) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(3094 - 2983) + chr(0b1101 + 0o45) + chr(0b110011) + chr(212 - 160), 10619 - 10611), ehT0Px3KOsy9(chr(48) + chr(7535 - 7424) + '\062' + '\x35' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110 + 0o54) + chr(0b1101 + 0o45) + chr(0b110101), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(836 - 788), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6'), '\x64' + chr(6651 - 6550) + chr(0b1100011) + '\157' + '\144' + chr(101))(chr(0b1110101) + '\164' + '\x66' + '\055' + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def WDFJqH03TTfS(oVre8I6UXc3b, R9f2Zf8yUgTG) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\x04\xfar!\xd6\xeb\x1bW'), '\144' + chr(9722 - 9621) + '\143' + chr(0b1010010 + 0o35) + chr(0b1100100) + '\x65')(chr(0b100 + 0o161) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)): _x2DG74fkgJ8 = WqUC3KWvYVup.setdiff1d(ij_WrVp_LkyL(oVre8I6UXc3b.NzveIZ3IlSH9), R9f2Zf8yUgTG) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb\x00\xf3v\x19\xe0\xfa\x16{\xf4\xa8\x93\xe7'), chr(0b1010 + 0o132) + chr(10045 - 9944) + chr(0b101011 + 0o70) + chr(0b1001100 + 0o43) + chr(0b1011110 + 0o6) + chr(101))(chr(0b1110101) + '\x74' + '\x66' + '\055' + chr(0b10110 + 0o42)))(_x2DG74fkgJ8, R9f2Zf8yUgTG)
fastai/fastai
fastai/data_block.py
ItemList.split_by_folder
def split_by_folder(self, train:str='train', valid:str='valid')->'ItemLists': "Split the data depending on the folder (`train` or `valid`) in which the filenames are." return self.split_by_idxs(self._get_by_folder(train), self._get_by_folder(valid))
python
def split_by_folder(self, train:str='train', valid:str='valid')->'ItemLists': "Split the data depending on the folder (`train` or `valid`) in which the filenames are." return self.split_by_idxs(self._get_by_folder(train), self._get_by_folder(valid))
[ "def", "split_by_folder", "(", "self", ",", "train", ":", "str", "=", "'train'", ",", "valid", ":", "str", "=", "'valid'", ")", "->", "'ItemLists'", ":", "return", "self", ".", "split_by_idxs", "(", "self", ".", "_get_by_folder", "(", "train", ")", ",", "self", ".", "_get_by_folder", "(", "valid", ")", ")" ]
Split the data depending on the folder (`train` or `valid`) in which the filenames are.
[ "Split", "the", "data", "depending", "on", "the", "folder", "(", "train", "or", "valid", ")", "in", "which", "the", "filenames", "are", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L198-L200
train
Split the data depending on the folder ( train or valid ) in which the filenames are.
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(949 - 901) + '\x6f' + '\062' + '\062' + chr(712 - 660), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111) + chr(54), 0b1000), ehT0Px3KOsy9(chr(1234 - 1186) + chr(111) + chr(50) + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000000 + 0o57) + '\063' + '\064' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b10111 + 0o33) + '\067' + chr(0b10001 + 0o41), 31433 - 31425), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x36' + chr(0b110100), 24072 - 24064), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1026 - 975) + chr(55) + chr(2106 - 2053), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + '\063' + '\x35' + chr(0b110001), 34264 - 34256), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b11101 + 0o26) + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b0 + 0o62) + '\063' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5808 - 5697) + chr(50) + chr(1488 - 1438), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2171 - 2119), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(2423 - 2371) + chr(1052 - 1000), 15865 - 15857), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1000 + 0o52) + chr(773 - 725), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + chr(0b110001) + chr(0b110100) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2973 - 2862) + chr(0b1001 + 0o51) + chr(0b110111) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100001 + 0o22) + '\x30' + chr(0b1100 + 0o44), 15588 - 15580), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110001) + chr(0b110101), 58927 - 58919), ehT0Px3KOsy9('\060' + chr(647 - 536) + '\061' + chr(291 - 241) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(1246 - 1197) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(0b1100 + 0o46) + '\064' + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + '\x31' + chr(0b101110 + 0o3) + '\x33', 63848 - 63840), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(1052 - 941) + '\061' + chr(52) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x36' + chr(55), 0b1000), ehT0Px3KOsy9(chr(1202 - 1154) + '\157' + '\063' + chr(0b110011) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010 + 0o0) + chr(0b100101 + 0o15) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(1140 - 1091) + chr(2453 - 2401), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b11100 + 0o31) + chr(0b10011 + 0o43), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4880 - 4769) + chr(0b101000 + 0o11) + chr(0b110 + 0o56) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + '\x36' + chr(0b101000 + 0o14), 0o10), ehT0Px3KOsy9(chr(1733 - 1685) + chr(0b1101111) + chr(727 - 678) + '\063' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(82 - 34) + '\x6f' + '\061' + chr(2262 - 2209) + chr(649 - 601), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b101011 + 0o7) + chr(802 - 751), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(0b110011) + chr(744 - 689) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + chr(0b100111 + 0o15) + chr(2154 - 2104), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11100 + 0o26) + chr(2323 - 2273) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b10011 + 0o134) + chr(0b110111) + chr(0b111 + 0o57), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(49) + '\x37', 38642 - 38634), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101110 + 0o1) + chr(0b110001) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(1326 - 1278) + chr(0b1101111) + chr(0b110110) + '\x35', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1622 - 1574) + '\x6f' + chr(1310 - 1257) + '\060', 27977 - 27969)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xba'), '\144' + '\x65' + chr(99) + '\157' + chr(9567 - 9467) + chr(0b1100101))('\x75' + chr(116) + chr(102) + '\x2d' + chr(0b1001 + 0o57)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zWHI7CRKfvMW(oVre8I6UXc3b, e80gRioCjdat=xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0L\xcd\x8a\xd4'), chr(0b1100100) + chr(2959 - 2858) + '\x63' + chr(111) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + chr(0b101001 + 0o75) + chr(0b11 + 0o52) + '\x38'), BZPR0lwTzWO8=xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2_\xc0\x8a\xde'), chr(6137 - 6037) + chr(7321 - 7220) + chr(0b1100011) + chr(0b1010000 + 0o37) + chr(0b1100100) + '\145')(chr(10834 - 10717) + chr(0b111001 + 0o73) + chr(1941 - 1839) + chr(45) + '\x38')) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\xddJ\xc9\x8e\xf6\x9d\x8e\x9d\xa4'), chr(0b1100100) + '\x65' + chr(0b1011110 + 0o5) + chr(111) + chr(0b1100100) + chr(0b1011000 + 0o15))(chr(0b111010 + 0o73) + chr(0b1110100) + chr(6446 - 6344) + chr(0b100001 + 0o14) + chr(0b111000)): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7N\xc0\x8a\xce\xab\x9f\x90\x88\xf5v|\xd7'), '\144' + chr(0b101 + 0o140) + chr(0b110011 + 0o60) + chr(0b1001101 + 0o42) + '\x64' + chr(9487 - 9386))(chr(12284 - 12167) + '\x74' + chr(0b100100 + 0o102) + '\055' + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbY\xc9\x97\xe5\x96\x84\xb6\xb1\xf3~`\xc1b'), chr(0b1010110 + 0o16) + chr(0b1100101) + '\x63' + chr(0b1011110 + 0o21) + chr(100) + chr(101))(chr(0b10001 + 0o144) + chr(116) + '\146' + chr(0b10110 + 0o27) + chr(0b111000)))(e80gRioCjdat), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcbY\xc9\x97\xe5\x96\x84\xb6\xb1\xf3~`\xc1b'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b11100 + 0o123) + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(0b111101 + 0o51) + chr(45) + chr(0b100 + 0o64)))(BZPR0lwTzWO8))
fastai/fastai
fastai/data_block.py
ItemList.split_by_rand_pct
def split_by_rand_pct(self, valid_pct:float=0.2, seed:int=None)->'ItemLists': "Split the items randomly by putting `valid_pct` in the validation set, optional `seed` can be passed." if valid_pct==0.: return self.split_none() if seed is not None: np.random.seed(seed) rand_idx = np.random.permutation(range_of(self)) cut = int(valid_pct * len(self)) return self.split_by_idx(rand_idx[:cut])
python
def split_by_rand_pct(self, valid_pct:float=0.2, seed:int=None)->'ItemLists': "Split the items randomly by putting `valid_pct` in the validation set, optional `seed` can be passed." if valid_pct==0.: return self.split_none() if seed is not None: np.random.seed(seed) rand_idx = np.random.permutation(range_of(self)) cut = int(valid_pct * len(self)) return self.split_by_idx(rand_idx[:cut])
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Split the items randomly by putting `valid_pct` in the validation set, optional `seed` can be passed.
[ "Split", "the", "items", "randomly", "by", "putting", "valid_pct", "in", "the", "validation", "set", "optional", "seed", "can", "be", "passed", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L206-L212
train
Split the items randomly by putting valid_pct in the validation set optional seed can be passed.
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(0b111011 + 0o64) + '\x31' + chr(0b100101 + 0o17) + chr(0b110100), 50154 - 50146), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(488 - 437) + chr(0b110010) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110011) + '\060', 35984 - 35976), ehT0Px3KOsy9(chr(267 - 219) + chr(111) + chr(0b1001 + 0o50) + chr(2213 - 2161) + '\x32', 0o10), ehT0Px3KOsy9(chr(1586 - 1538) + chr(0b1101111) + chr(0b110001) + chr(0b1100 + 0o46) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101100 + 0o5) + '\061' + chr(1419 - 1368), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + chr(0b110010) + chr(0b100011 + 0o22) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(12148 - 12037) + chr(0b1011 + 0o46) + '\067' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(1046 - 997) + chr(821 - 773), 23613 - 23605), ehT0Px3KOsy9(chr(2182 - 2134) + chr(0b101110 + 0o101) + chr(50) + chr(0b101101 + 0o7) + '\x35', 58450 - 58442), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b110011 + 0o74) + chr(50) + chr(54) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2100 - 2049) + chr(1840 - 1791) + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x34' + chr(0b1010 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(1849 - 1801) + '\x6f' + chr(0b110000 + 0o1) + '\x33' + chr(222 - 169), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b0 + 0o157) + chr(0b101001 + 0o11) + chr(0b110010) + chr(48), 24427 - 24419), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100100 + 0o20) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1635 - 1585) + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(135 - 24) + '\063' + '\064' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(6354 - 6243) + chr(0b110001) + chr(0b110100) + chr(562 - 510), 8), ehT0Px3KOsy9(chr(0b110000) + chr(8257 - 8146) + chr(55), 17681 - 17673), ehT0Px3KOsy9('\060' + '\157' + chr(55) + chr(98 - 45), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(557 - 508) + chr(1324 - 1274) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(2118 - 2070) + '\x6f' + chr(1260 - 1209) + chr(0b110000) + chr(900 - 852), 43830 - 43822), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\067' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(8862 - 8751) + chr(0b110100 + 0o2) + chr(1335 - 1280), 27151 - 27143), ehT0Px3KOsy9(chr(48) + '\157' + chr(55), 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b100011 + 0o114) + chr(0b1001 + 0o51) + chr(1163 - 1108) + chr(1187 - 1134), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\062' + chr(0b110010) + chr(223 - 171), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(53) + chr(1634 - 1581), ord("\x08")), ehT0Px3KOsy9(chr(2154 - 2106) + '\157' + chr(0b111 + 0o54) + chr(50) + chr(1709 - 1656), 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b110010) + chr(51) + chr(49), 36342 - 36334), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + '\063' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b101010 + 0o6) + chr(0b110100), 47807 - 47799), ehT0Px3KOsy9('\x30' + '\x6f' + '\067' + chr(0b10 + 0o64), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\x37' + chr(462 - 412), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + '\062' + chr(0b101101 + 0o11) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(222 - 174) + chr(9413 - 9302) + chr(0b110010) + '\x31' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b110000) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\x37' + chr(1316 - 1267), 42599 - 42591), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110100), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\065' + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'J'), chr(0b1100100) + chr(9519 - 9418) + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100 + 0o131))(chr(117) + chr(0b10000 + 0o144) + chr(102) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zULdD5bKM3HL(oVre8I6UXc3b, tlnpDdjw94k8=0.2, cEhryM0YPR0h=None) -> xafqLlk3kkUe(SXOLrMavuUCe(b'-\xa1=\x0f\x1e"\xd9\n\xfb'), chr(0b110011 + 0o61) + '\145' + '\x63' + '\x6f' + chr(0b1100100) + '\x65')('\x75' + chr(116) + chr(0b1000001 + 0o45) + '\x2d' + '\070'): if tlnpDdjw94k8 == 0.0: return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xa54\x0b&\x14\xc4\x11\xe6\xc0'), chr(2887 - 2787) + '\x65' + chr(7881 - 7782) + chr(0b0 + 0o157) + chr(9584 - 9484) + chr(0b110 + 0o137))(chr(0b100001 + 0o124) + '\x74' + '\x66' + chr(0b110 + 0o47) + chr(0b111000)))() if cEhryM0YPR0h is not None: xafqLlk3kkUe(WqUC3KWvYVup.random, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xb0=\x06'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b110110 + 0o57))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b100111 + 0o6) + chr(0b111000)))(cEhryM0YPR0h) yZDZZ_t4m5fH = WqUC3KWvYVup.random.permutation(Uect2eNqfAe8(oVre8I6UXc3b)) AwdaZB2Cpfsw = ehT0Px3KOsy9(tlnpDdjw94k8 * c2A0yzQpDQB3(oVre8I6UXc3b)) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\xa54\x0b&\x14\xc8\x07\xd7\xcc\xd1\xb5'), '\x64' + chr(0b111110 + 0o47) + chr(8409 - 8310) + chr(0b1101111) + chr(0b10101 + 0o117) + chr(4885 - 4784))(chr(0b1101010 + 0o13) + chr(116) + chr(102) + chr(45) + '\x38'))(yZDZZ_t4m5fH[:AwdaZB2Cpfsw])
fastai/fastai
fastai/data_block.py
ItemList.split_subsets
def split_subsets(self, train_size:float, valid_size:float, seed=None) -> 'ItemLists': "Split the items into train set with size `train_size * n` and valid set with size `valid_size * n`." assert 0 < train_size < 1 assert 0 < valid_size < 1 assert train_size + valid_size <= 1. if seed is not None: np.random.seed(seed) n = len(self.items) rand_idx = np.random.permutation(range(n)) train_cut, valid_cut = int(train_size * n), int(valid_size * n) return self.split_by_idxs(rand_idx[:train_cut], rand_idx[-valid_cut:])
python
def split_subsets(self, train_size:float, valid_size:float, seed=None) -> 'ItemLists': "Split the items into train set with size `train_size * n` and valid set with size `valid_size * n`." assert 0 < train_size < 1 assert 0 < valid_size < 1 assert train_size + valid_size <= 1. if seed is not None: np.random.seed(seed) n = len(self.items) rand_idx = np.random.permutation(range(n)) train_cut, valid_cut = int(train_size * n), int(valid_size * n) return self.split_by_idxs(rand_idx[:train_cut], rand_idx[-valid_cut:])
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Split the items into train set with size `train_size * n` and valid set with size `valid_size * n`.
[ "Split", "the", "items", "into", "train", "set", "with", "size", "train_size", "*", "n", "and", "valid", "set", "with", "size", "valid_size", "*", "n", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L214-L223
train
Split the items into train set with size train_size * n and valid set with size valid_size * n.
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(49) + '\061' + chr(0b11 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + '\063' + '\063' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(2970 - 2859) + chr(0b110011) + '\065' + '\060', 27072 - 27064), ehT0Px3KOsy9('\060' + chr(4674 - 4563) + chr(0b110111) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x34', 38577 - 38569), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1253 - 1202) + '\064' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + chr(611 - 556), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000 + 0o1) + '\063' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(52) + chr(0b101001 + 0o13), 0o10), ehT0Px3KOsy9('\060' + chr(443 - 332) + chr(1322 - 1272) + chr(322 - 272) + chr(49), 59981 - 59973), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(1137 - 1089) + chr(656 - 601), 0b1000), ehT0Px3KOsy9(chr(1942 - 1894) + '\x6f' + chr(0b110011) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b100100 + 0o113) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(480 - 432) + '\157' + chr(51) + '\064' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(53) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(533 - 479), 31173 - 31165), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1110 + 0o43) + '\065' + chr(337 - 284), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(2198 - 2087) + '\061' + chr(52) + chr(0b1101 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(54) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(1202 - 1147) + chr(48), 28211 - 28203), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\x31' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6336 - 6225) + chr(575 - 526) + chr(0b110111) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(0b110011) + chr(2119 - 2068) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + chr(50) + chr(0b110101) + chr(1007 - 959), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110011) + '\x30' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(690 - 641) + chr(48), 63845 - 63837), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10010 + 0o40) + '\060' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2002 - 1954) + chr(0b1101 + 0o142) + chr(118 - 67) + '\x34' + chr(0b11111 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9748 - 9637) + chr(51) + chr(2360 - 2309) + chr(2351 - 2301), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(999 - 950) + chr(0b110 + 0o56), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(53) + '\062', 43740 - 43732), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\x34' + chr(54), 0o10), ehT0Px3KOsy9(chr(1212 - 1164) + '\157' + chr(2332 - 2277) + chr(50), 24442 - 24434), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b11110 + 0o25) + chr(2056 - 2004), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(50) + '\066' + chr(1064 - 1011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(55) + chr(1901 - 1849), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110 + 0o1) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(54) + chr(51), 64583 - 64575), ehT0Px3KOsy9(chr(662 - 614) + '\157' + chr(1453 - 1399) + chr(415 - 364), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + '\065' + chr(0b1100 + 0o44), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'b'), '\x64' + chr(101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b110011 + 0o62))(chr(0b100101 + 0o120) + chr(0b101 + 0o157) + chr(0b110110 + 0o60) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def iv_mlNu2uUhK(oVre8I6UXc3b, Mp2931URwlJo, AmByV1pJ_IcM, cEhryM0YPR0h=None) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\xae\x8dQP\x8e\\/\xd7'), chr(0b1100100) + chr(4129 - 4028) + chr(9410 - 9311) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + '\x74' + '\146' + chr(45) + '\070'): assert ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2136 - 2088), ord("\x08")) < Mp2931URwlJo < ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1405 - 1356), 32605 - 32597) assert ehT0Px3KOsy9(chr(294 - 246) + '\157' + '\x30', 8) < AmByV1pJ_IcM < ehT0Px3KOsy9('\x30' + chr(111) + chr(68 - 19), 8) assert Mp2931URwlJo + AmByV1pJ_IcM <= 1.0 if cEhryM0YPR0h is not None: xafqLlk3kkUe(WqUC3KWvYVup.random, xafqLlk3kkUe(SXOLrMavuUCe(b'?\xbf\x8dX'), chr(0b110001 + 0o63) + '\x65' + '\x63' + '\157' + chr(100) + '\x65')('\165' + chr(266 - 150) + '\x66' + chr(45) + '\x38'))(cEhryM0YPR0h) m1NkCryOw9Bx = c2A0yzQpDQB3(oVre8I6UXc3b.NzveIZ3IlSH9) yZDZZ_t4m5fH = WqUC3KWvYVup.random.permutation(vQr8gNKaIaWE(m1NkCryOw9Bx)) (DcrAzm3CWGwA, m4WUWOMRk9fj) = (ehT0Px3KOsy9(Mp2931URwlJo * m1NkCryOw9Bx), ehT0Px3KOsy9(AmByV1pJ_IcM * m1NkCryOw9Bx)) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'?\xaa\x84Uh\xb8M"\xfb\xf8\xe3dq'), chr(100) + '\x65' + chr(8324 - 8225) + chr(1175 - 1064) + '\144' + chr(0b100001 + 0o104))(chr(0b100101 + 0o120) + chr(0b1000001 + 0o63) + '\146' + chr(0b101101) + '\070'))(yZDZZ_t4m5fH[:DcrAzm3CWGwA], yZDZZ_t4m5fH[-m4WUWOMRk9fj:])
fastai/fastai
fastai/data_block.py
ItemList.split_by_valid_func
def split_by_valid_func(self, func:Callable)->'ItemLists': "Split the data by result of `func` (which returns `True` for validation set)." valid_idx = [i for i,o in enumerate(self.items) if func(o)] return self.split_by_idx(valid_idx)
python
def split_by_valid_func(self, func:Callable)->'ItemLists': "Split the data by result of `func` (which returns `True` for validation set)." valid_idx = [i for i,o in enumerate(self.items) if func(o)] return self.split_by_idx(valid_idx)
[ "def", "split_by_valid_func", "(", "self", ",", "func", ":", "Callable", ")", "->", "'ItemLists'", ":", "valid_idx", "=", "[", "i", "for", "i", ",", "o", "in", "enumerate", "(", "self", ".", "items", ")", "if", "func", "(", "o", ")", "]", "return", "self", ".", "split_by_idx", "(", "valid_idx", ")" ]
Split the data by result of `func` (which returns `True` for validation set).
[ "Split", "the", "data", "by", "result", "of", "func", "(", "which", "returns", "True", "for", "validation", "set", ")", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L225-L228
train
Split the data by result of func which returns True for 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(0b1000 + 0o50) + '\x6f' + chr(0b110111) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\066' + chr(0b110100), 45913 - 45905), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b100100 + 0o15) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100100 + 0o17) + chr(2330 - 2279) + chr(0b101000 + 0o13), 0b1000), ehT0Px3KOsy9(chr(215 - 167) + chr(0b11110 + 0o121) + '\061' + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(946 - 898) + '\157' + chr(0b110011) + '\065', 0o10), ehT0Px3KOsy9(chr(1160 - 1112) + '\157' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(858 - 807) + '\x35', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100011 + 0o16) + chr(55) + chr(0b100001 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + chr(7051 - 6940) + chr(977 - 928) + chr(0b101001 + 0o12) + chr(1461 - 1406), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(764 - 714) + chr(0b11111 + 0o24), 29848 - 29840), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101101 + 0o12) + chr(339 - 286), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1010 + 0o50) + chr(0b110110) + chr(1040 - 987), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(3047 - 2936) + chr(0b11110 + 0o23) + chr(53) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110100), 47059 - 47051), ehT0Px3KOsy9(chr(1767 - 1719) + chr(0b100010 + 0o115) + '\063' + '\064' + chr(2076 - 2023), 0o10), ehT0Px3KOsy9('\060' + chr(1154 - 1043) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(0b110001) + chr(0b110010) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o0) + '\062' + chr(200 - 151), 12148 - 12140), ehT0Px3KOsy9(chr(0b110000) + chr(3462 - 3351) + chr(0b100111 + 0o17) + chr(0b0 + 0o60), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(52) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(2144 - 2096) + '\x6f' + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(10972 - 10861) + chr(2051 - 2001) + chr(0b101001 + 0o13) + '\x35', 50860 - 50852), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(585 - 537) + chr(0b1010110 + 0o31) + chr(2176 - 2127) + '\x32' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x33' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(787 - 676) + chr(2041 - 1992) + '\x37' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1547 - 1497) + chr(183 - 134) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1649 - 1601) + chr(111) + '\061' + chr(0b110111) + '\x30', 8), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(7360 - 7249) + chr(0b110001) + chr(0b110011) + chr(54), 8), ehT0Px3KOsy9(chr(1196 - 1148) + chr(1075 - 964) + chr(49) + chr(52) + chr(0b101010 + 0o11), 60100 - 60092), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + '\060', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o57) + chr(0b101000 + 0o16) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(8366 - 8255) + chr(0b1010 + 0o47) + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(49) + '\x34' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10110 + 0o131) + '\062' + '\061' + chr(185 - 132), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + '\x31' + '\061' + chr(0b110110), 49663 - 49655), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b110011) + chr(0b11000 + 0o32), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1035 - 986) + '\x33' + chr(51), 44751 - 44743), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1100 + 0o45) + chr(808 - 753) + chr(55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(174 - 126) + chr(0b1101111) + chr(1048 - 995) + chr(480 - 432), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x17'), '\x64' + chr(0b1000 + 0o135) + '\x63' + chr(0b110001 + 0o76) + '\x64' + chr(1352 - 1251))('\x75' + chr(116) + chr(2267 - 2165) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def DmOvrBR7lSe5(oVre8I6UXc3b, EzOtJ3kbK5x4) -> xafqLlk3kkUe(SXOLrMavuUCe(b'p@\xe9\xb6\x1ftui\x0b'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(4909 - 4792) + chr(0b1110100) + chr(1932 - 1830) + '\055' + chr(3072 - 3016)): R9f2Zf8yUgTG = [WVxHKyX45z_L for (WVxHKyX45z_L, gb6ab8SSTLgq) in YlkZvXL8qwsX(oVre8I6UXc3b.NzveIZ3IlSH9) if EzOtJ3kbK5x4(gb6ab8SSTLgq)] return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"JD\xe0\xb2'Bdd'6wE"), '\144' + '\x65' + chr(0b1011011 + 0o10) + chr(0b1101111) + chr(0b100110 + 0o76) + chr(0b1100101))('\165' + chr(4108 - 3992) + chr(102) + chr(979 - 934) + chr(418 - 362)))(R9f2Zf8yUgTG)
fastai/fastai
fastai/data_block.py
ItemList.split_by_files
def split_by_files(self, valid_names:'ItemList')->'ItemLists': "Split the data by using the names in `valid_names` for validation." if isinstance(self.items[0], Path): return self.split_by_valid_func(lambda o: o.name in valid_names) else: return self.split_by_valid_func(lambda o: os.path.basename(o) in valid_names)
python
def split_by_files(self, valid_names:'ItemList')->'ItemLists': "Split the data by using the names in `valid_names` for validation." if isinstance(self.items[0], Path): return self.split_by_valid_func(lambda o: o.name in valid_names) else: return self.split_by_valid_func(lambda o: os.path.basename(o) in valid_names)
[ "def", "split_by_files", "(", "self", ",", "valid_names", ":", "'ItemList'", ")", "->", "'ItemLists'", ":", "if", "isinstance", "(", "self", ".", "items", "[", "0", "]", ",", "Path", ")", ":", "return", "self", ".", "split_by_valid_func", "(", "lambda", "o", ":", "o", ".", "name", "in", "valid_names", ")", "else", ":", "return", "self", ".", "split_by_valid_func", "(", "lambda", "o", ":", "os", ".", "path", ".", "basename", "(", "o", ")", "in", "valid_names", ")" ]
Split the data by using the names in `valid_names` for validation.
[ "Split", "the", "data", "by", "using", "the", "names", "in", "valid_names", "for", "validation", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L230-L233
train
Split the data by using the names in valid_names for validation.
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(0b0 + 0o157) + chr(0b110011) + chr(0b1 + 0o61) + chr(2421 - 2370), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100111 + 0o14) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(2876 - 2765) + chr(0b110001) + '\061' + '\067', 64903 - 64895), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(722 - 673) + '\061' + '\x30', 11078 - 11070), ehT0Px3KOsy9(chr(1981 - 1933) + chr(111) + chr(0b0 + 0o63) + '\064' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b10 + 0o62) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(51) + '\066', 50061 - 50053), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\063' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(4559 - 4448) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + '\063' + chr(0b101000 + 0o13) + chr(0b100001 + 0o25), 8), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(0b110010) + chr(866 - 818) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1011011 + 0o24) + chr(0b11100 + 0o27) + '\062' + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b10000 + 0o47), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(0b110001) + '\060' + chr(0b101010 + 0o7), 58008 - 58000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(7777 - 7666) + '\063' + chr(0b110000) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(52) + chr(337 - 285), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b110011), 51521 - 51513), ehT0Px3KOsy9('\060' + '\157' + '\062', 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1010101 + 0o32) + chr(0b10110 + 0o35) + chr(48) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(4359 - 4248) + '\x31' + chr(0b110011 + 0o1) + chr(576 - 521), 53235 - 53227), ehT0Px3KOsy9('\x30' + '\157' + chr(548 - 498) + chr(0b110000) + chr(0b1111 + 0o44), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11000 + 0o32) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(583 - 535) + '\157' + chr(1982 - 1932) + chr(55) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(234 - 182) + chr(1295 - 1241), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110011) + '\x35' + chr(2319 - 2265), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1119 - 1069) + chr(763 - 708) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(1030 - 976) + chr(0b100101 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1100 + 0o143) + chr(0b110001) + '\061' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(0b110010) + chr(0b110101) + chr(53), 34070 - 34062), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\061' + chr(0b10110 + 0o35) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(54) + '\061', 15654 - 15646), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + chr(134 - 82), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2271 - 2222) + chr(51) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\063' + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(767 - 656) + chr(51) + '\x37' + chr(52), 38614 - 38606), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\063' + chr(0b10001 + 0o40) + '\063', 3010 - 3002), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\x33' + chr(0b110000), 21467 - 21459)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd'), '\x64' + '\x65' + '\x63' + chr(0b110110 + 0o71) + chr(0b110 + 0o136) + chr(101))(chr(117) + '\164' + chr(0b10111 + 0o117) + chr(45) + chr(1931 - 1875)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zPcnWdLlECq4(oVre8I6UXc3b, falPijPzOtTg) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\x9aj*h\x04\x8f\x15\xaa\xab'), chr(0b1011001 + 0o13) + chr(2708 - 2607) + '\143' + chr(0b1101000 + 0o7) + chr(2203 - 2103) + chr(101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)): if PlSM16l2KDPD(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9dd9`\x01\xbcU\x97\xb4P\x96\xbf'), '\x64' + chr(0b1000000 + 0o45) + chr(3314 - 3215) + chr(111) + chr(0b0 + 0o144) + chr(0b1100101))('\x75' + chr(7245 - 7129) + chr(102) + chr(45) + chr(0b111000)))[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1000 + 0o50), 43797 - 43789)], HiPOQr0Cdorg): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0n#l<\xb9\x04\xa7\x87u\xbf\xea\xbcs\x1e\xa6\x91ua'), chr(0b1010110 + 0o16) + '\x65' + chr(0b1011110 + 0o5) + chr(0b1101111) + chr(1741 - 1641) + chr(101))(chr(7662 - 7545) + chr(0b1101100 + 0o10) + '\x66' + '\055' + '\070'))(lambda gb6ab8SSTLgq: xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92W9O\x1a\x9c*\xba\x9ce\xb9\xc0'), chr(9597 - 9497) + chr(5819 - 5718) + chr(99) + chr(0b111110 + 0o61) + chr(100) + chr(0b1100101))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000))) in falPijPzOtTg) else: return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0n#l<\xb9\x04\xa7\x87u\xbf\xea\xbcs\x1e\xa6\x91ua'), chr(8560 - 8460) + '\x65' + chr(9517 - 9418) + chr(0b10101 + 0o132) + chr(0b11110 + 0o106) + chr(0b1001000 + 0o35))('\165' + chr(4478 - 4362) + chr(0b1100011 + 0o3) + chr(45) + chr(1675 - 1619)))(lambda gb6ab8SSTLgq: xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\x7f<`&\x87\x0b\xbb'), '\144' + chr(0b100001 + 0o104) + chr(99) + '\x6f' + chr(2794 - 2694) + '\145')('\x75' + chr(0b1000010 + 0o62) + chr(102) + chr(1492 - 1447) + '\x38'))(gb6ab8SSTLgq) in falPijPzOtTg)
fastai/fastai
fastai/data_block.py
ItemList.split_by_fname_file
def split_by_fname_file(self, fname:PathOrStr, path:PathOrStr=None)->'ItemLists': "Split the data by using the names in `fname` for the validation set. `path` will override `self.path`." path = Path(ifnone(path, self.path)) valid_names = loadtxt_str(path/fname) return self.split_by_files(valid_names)
python
def split_by_fname_file(self, fname:PathOrStr, path:PathOrStr=None)->'ItemLists': "Split the data by using the names in `fname` for the validation set. `path` will override `self.path`." path = Path(ifnone(path, self.path)) valid_names = loadtxt_str(path/fname) return self.split_by_files(valid_names)
[ "def", "split_by_fname_file", "(", "self", ",", "fname", ":", "PathOrStr", ",", "path", ":", "PathOrStr", "=", "None", ")", "->", "'ItemLists'", ":", "path", "=", "Path", "(", "ifnone", "(", "path", ",", "self", ".", "path", ")", ")", "valid_names", "=", "loadtxt_str", "(", "path", "/", "fname", ")", "return", "self", ".", "split_by_files", "(", "valid_names", ")" ]
Split the data by using the names in `fname` for the validation set. `path` will override `self.path`.
[ "Split", "the", "data", "by", "using", "the", "names", "in", "fname", "for", "the", "validation", "set", ".", "path", "will", "override", "self", ".", "path", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L235-L239
train
Split the data by using the names in fname for the validation set. path will override self. 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) + '\x6f' + chr(1215 - 1164) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110111) + chr(1213 - 1162), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(50), 8), ehT0Px3KOsy9('\x30' + '\157' + '\065' + chr(0b100000 + 0o27), 55747 - 55739), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1000010 + 0o55) + chr(51) + '\065' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x35' + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b11000 + 0o37) + chr(51), 55768 - 55760), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b100010 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + chr(1309 - 1198) + '\066', 45029 - 45021), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\061' + chr(0b101010 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x33' + '\x35', 62663 - 62655), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + chr(52) + chr(0b10 + 0o60), 61964 - 61956), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101001 + 0o6) + chr(50) + chr(49) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + '\061' + '\x37' + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + chr(395 - 343), 0b1000), ehT0Px3KOsy9(chr(1744 - 1696) + chr(0b1110 + 0o141) + '\067' + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110111) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o15) + chr(53) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(2521 - 2410) + '\065' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(786 - 733) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\066' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(55) + chr(1241 - 1190), 15092 - 15084), ehT0Px3KOsy9(chr(892 - 844) + chr(0b10111 + 0o130) + '\063' + chr(0b11101 + 0o26) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + chr(256 - 206) + chr(382 - 333), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(51) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1944 - 1896) + chr(0b1101111) + chr(0b110001 + 0o0) + '\x30', 28819 - 28811), ehT0Px3KOsy9(chr(376 - 328) + '\x6f' + '\x31' + chr(0b10011 + 0o43) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(2131 - 2083) + chr(111) + chr(2086 - 2036) + '\067' + chr(2197 - 2143), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(862 - 751) + chr(1804 - 1754) + '\x34' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1058 - 1010) + chr(4214 - 4103) + chr(0b110111) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(2227 - 2179) + chr(0b1101111) + chr(2587 - 2536) + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6430 - 6319) + '\063' + chr(0b110001 + 0o1) + '\063', 17137 - 17129), ehT0Px3KOsy9(chr(1127 - 1079) + chr(0b1101111) + chr(0b111 + 0o52) + chr(0b100110 + 0o21) + chr(134 - 83), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\061' + '\x36', 12540 - 12532), ehT0Px3KOsy9(chr(48) + chr(8559 - 8448) + '\066' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7326 - 7215) + chr(0b110010) + chr(2763 - 2708) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1407 - 1359) + chr(1755 - 1644) + chr(1467 - 1417) + chr(51) + chr(978 - 929), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001000 + 0o47) + chr(54) + chr(0b110010), 31727 - 31719)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'4'), chr(0b1100100) + chr(0b1100011 + 0o2) + chr(99) + chr(1054 - 943) + chr(100) + '\x65')(chr(0b1110101) + '\164' + chr(507 - 405) + chr(206 - 161) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ontG6jfjT2ff(oVre8I6UXc3b, t3WbF0Ae42Pu, EaCjyhZptSer=None) -> xafqLlk3kkUe(SXOLrMavuUCe(b'SO\x7fB\xa4B\xc8yu'), chr(100) + '\145' + chr(99) + chr(111) + chr(100) + chr(101))('\165' + '\164' + chr(0b1100110) + chr(851 - 806) + chr(1667 - 1611)): EaCjyhZptSer = HiPOQr0Cdorg(LZcHOm_c0BYj(EaCjyhZptSer, oVre8I6UXc3b.path)) falPijPzOtTg = oVLq2WLu4tjG(EaCjyhZptSer / t3WbF0Ae42Pu) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'iKvF\x9ct\xd9tY,4N\xec\n'), chr(0b1011100 + 0o10) + chr(101) + '\x63' + '\x6f' + chr(7937 - 7837) + chr(0b1100101))(chr(117) + chr(0b1110100) + '\146' + chr(0b101011 + 0o2) + '\x38'))(falPijPzOtTg)
fastai/fastai
fastai/data_block.py
ItemList.split_from_df
def split_from_df(self, col:IntsOrStrs=2): "Split the data from the `col` in the dataframe in `self.inner_df`." valid_idx = np.where(self.inner_df.iloc[:,df_names_to_idx(col, self.inner_df)])[0] return self.split_by_idx(valid_idx)
python
def split_from_df(self, col:IntsOrStrs=2): "Split the data from the `col` in the dataframe in `self.inner_df`." valid_idx = np.where(self.inner_df.iloc[:,df_names_to_idx(col, self.inner_df)])[0] return self.split_by_idx(valid_idx)
[ "def", "split_from_df", "(", "self", ",", "col", ":", "IntsOrStrs", "=", "2", ")", ":", "valid_idx", "=", "np", ".", "where", "(", "self", ".", "inner_df", ".", "iloc", "[", ":", ",", "df_names_to_idx", "(", "col", ",", "self", ".", "inner_df", ")", "]", ")", "[", "0", "]", "return", "self", ".", "split_by_idx", "(", "valid_idx", ")" ]
Split the data from the `col` in the dataframe in `self.inner_df`.
[ "Split", "the", "data", "from", "the", "col", "in", "the", "dataframe", "in", "self", ".", "inner_df", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L241-L244
train
Split the data from the col in the dataframe in self. inner_df.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(0b110010) + '\065' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1528 - 1480) + chr(111) + chr(2473 - 2423) + chr(0b110100 + 0o3) + chr(379 - 324), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011101 + 0o22) + chr(55) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110011) + chr(298 - 247), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2014 - 1964) + '\x36' + chr(2282 - 2227), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b110110) + chr(0b101000 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(290 - 240) + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(1981 - 1929) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\x36' + chr(0b10000 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(2075 - 2027) + chr(0b1101111) + '\x32' + chr(0b101101 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7787 - 7676) + chr(802 - 751) + chr(0b110000 + 0o0) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\063' + chr(0b1110 + 0o45) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1087 - 1036) + chr(0b100101 + 0o16) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(5446 - 5335) + '\x31' + '\061' + chr(53), 0o10), ehT0Px3KOsy9(chr(1098 - 1050) + '\157' + chr(0b110110) + chr(1494 - 1442), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110010) + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\062' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100100 + 0o16) + '\067' + chr(423 - 370), 0o10), ehT0Px3KOsy9(chr(1697 - 1649) + chr(0b1101111) + chr(0b11001 + 0o34) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5690 - 5579) + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\061' + chr(0b11001 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(0b11111 + 0o23) + chr(0b110110) + chr(52), 61146 - 61138), ehT0Px3KOsy9(chr(1712 - 1664) + chr(0b1000110 + 0o51) + chr(49) + chr(55) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(664 - 613) + chr(0b1100 + 0o45), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11001 + 0o31) + '\063' + chr(0b100001 + 0o26), 9232 - 9224), ehT0Px3KOsy9(chr(1626 - 1578) + '\x6f' + chr(0b110010) + chr(1397 - 1342) + chr(0b11001 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9398 - 9287) + chr(50) + '\061' + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\x32' + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\065' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(394 - 345) + '\066' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6183 - 6072) + '\063' + '\x31' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4637 - 4526) + chr(50) + '\062' + chr(0b11111 + 0o24), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110010) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(830 - 782) + '\x6f' + chr(279 - 229) + chr(53) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(0b100011 + 0o20) + chr(0b110111) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + '\x31' + '\x36' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b101000 + 0o14) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(1111 - 1063) + chr(1933 - 1822) + '\x33' + '\067' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(186 - 137) + '\x32' + '\060', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(0b100001 + 0o17), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x87'), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b1100100) + '\145')('\x75' + chr(0b1110100) + chr(102) + chr(45) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def R7m53lQBK_jZ(oVre8I6UXc3b, Qa2uSJqQPT3w=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062', ord("\x08"))): R9f2Zf8yUgTG = WqUC3KWvYVup.dRFAC59yQBm_(oVre8I6UXc3b.inner_df.j91vOdIHACRC[:, HyVeU5ehl230(Qa2uSJqQPT3w, oVre8I6UXc3b.inner_df)])[ehT0Px3KOsy9('\060' + '\x6f' + '\060', 0b1000)] return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\xcfV\xf2\xc3on\xc1>Zq\xb9'), chr(100) + '\x65' + chr(4966 - 4867) + chr(7649 - 7538) + chr(1090 - 990) + '\145')(chr(117) + chr(116) + chr(2349 - 2247) + chr(45) + '\070'))(R9f2Zf8yUgTG)
fastai/fastai
fastai/data_block.py
ItemList.get_label_cls
def get_label_cls(self, labels, label_cls:Callable=None, label_delim:str=None, **kwargs): "Return `label_cls` or guess one from the first element of `labels`." if label_cls is not None: return label_cls if self.label_cls is not None: return self.label_cls if label_delim is not None: return MultiCategoryList it = index_row(labels,0) if isinstance(it, (float, np.float32)): return FloatList if isinstance(try_int(it), (str, Integral)): return CategoryList if isinstance(it, Collection): return MultiCategoryList return ItemList
python
def get_label_cls(self, labels, label_cls:Callable=None, label_delim:str=None, **kwargs): "Return `label_cls` or guess one from the first element of `labels`." if label_cls is not None: return label_cls if self.label_cls is not None: return self.label_cls if label_delim is not None: return MultiCategoryList it = index_row(labels,0) if isinstance(it, (float, np.float32)): return FloatList if isinstance(try_int(it), (str, Integral)): return CategoryList if isinstance(it, Collection): return MultiCategoryList return ItemList
[ "def", "get_label_cls", "(", "self", ",", "labels", ",", "label_cls", ":", "Callable", "=", "None", ",", "label_delim", ":", "str", "=", "None", ",", "*", "*", "kwargs", ")", ":", "if", "label_cls", "is", "not", "None", ":", "return", "label_cls", "if", "self", ".", "label_cls", "is", "not", "None", ":", "return", "self", ".", "label_cls", "if", "label_delim", "is", "not", "None", ":", "return", "MultiCategoryList", "it", "=", "index_row", "(", "labels", ",", "0", ")", "if", "isinstance", "(", "it", ",", "(", "float", ",", "np", ".", "float32", ")", ")", ":", "return", "FloatList", "if", "isinstance", "(", "try_int", "(", "it", ")", ",", "(", "str", ",", "Integral", ")", ")", ":", "return", "CategoryList", "if", "isinstance", "(", "it", ",", "Collection", ")", ":", "return", "MultiCategoryList", "return", "ItemList" ]
Return `label_cls` or guess one from the first element of `labels`.
[ "Return", "label_cls", "or", "guess", "one", "from", "the", "first", "element", "of", "labels", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L246-L255
train
Return label_cls or guess one from the first element of 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' + '\x6f' + chr(0b10010 + 0o41) + chr(0b110110) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(53) + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(0b101001 + 0o11) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1631 - 1580) + chr(1197 - 1146) + chr(2109 - 2054), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001 + 0o0) + chr(2375 - 2324) + chr(0b11100 + 0o33), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b101010 + 0o15) + chr(0b110 + 0o56), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b1001 + 0o51) + chr(1955 - 1903), 21313 - 21305), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + '\065' + chr(1046 - 997), 24216 - 24208), ehT0Px3KOsy9('\x30' + chr(1251 - 1140) + chr(51) + chr(2326 - 2271) + '\x36', 11635 - 11627), ehT0Px3KOsy9('\x30' + chr(2333 - 2222) + '\062' + chr(0b110010) + chr(0b110001), 39311 - 39303), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b11101 + 0o24) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o35) + '\062' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1000110 + 0o51) + chr(0b11101 + 0o26) + chr(0b101010 + 0o11) + chr(1397 - 1349), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100001 + 0o116) + chr(0b1101 + 0o45) + '\066' + chr(0b1100 + 0o44), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(12031 - 11920) + chr(0b10101 + 0o35) + '\x37' + chr(372 - 322), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o13) + chr(0b101011 + 0o10) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b110101) + '\x36', 9037 - 9029), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(52) + chr(1321 - 1273), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x33' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001), 28091 - 28083), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\063' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2308 - 2257) + chr(0b110111) + '\x30', 15375 - 15367), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(1306 - 1258) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(50) + '\x31' + chr(0b100 + 0o57), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x30', 48502 - 48494), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b110110) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5502 - 5391) + chr(0b110001), 8), ehT0Px3KOsy9(chr(0b110000) + chr(4188 - 4077) + '\x31' + chr(1393 - 1345) + chr(748 - 695), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001 + 0o2) + chr(0b110001) + chr(0b10101 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101100 + 0o3) + chr(0b110011) + chr(0b111 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3272 - 3161) + chr(0b1001 + 0o52) + chr(1916 - 1862) + '\x30', 8), ehT0Px3KOsy9('\060' + chr(3780 - 3669) + '\063' + '\x37' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100001 + 0o116) + chr(51) + chr(49) + '\x36', 57343 - 57335), ehT0Px3KOsy9(chr(1294 - 1246) + chr(0b1101111) + chr(50) + '\x33' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o2) + chr(0b110011) + '\x36', 5358 - 5350), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(48) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100101 + 0o16) + chr(0b101101 + 0o11) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1265 - 1214) + '\066' + chr(54), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\061' + '\062' + '\061', 20432 - 20424), ehT0Px3KOsy9(chr(1330 - 1282) + chr(5417 - 5306) + chr(0b110111) + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), chr(0b1100100) + chr(101) + chr(5539 - 5440) + chr(0b1010001 + 0o36) + chr(0b100101 + 0o77) + chr(101))('\x75' + chr(0b1110100) + chr(0b1001100 + 0o32) + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def nRRsHjOFGRBw(oVre8I6UXc3b, uXMK81tmdpTM, enZSibxbjdHH=None, kvvgtAi4xKnJ=None, **M8EIoTs2GJXE): if enZSibxbjdHH is not None: return enZSibxbjdHH if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x88u\xba3#\xb7E\x8d'), chr(100) + chr(744 - 643) + chr(0b1000010 + 0o41) + chr(111) + '\144' + chr(7468 - 7367))(chr(0b1110101) + '\164' + '\146' + '\x2d' + chr(0b111000))) is not None: return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9b\x88u\xba3#\xb7E\x8d'), '\x64' + chr(0b1001101 + 0o30) + chr(99) + '\x6f' + chr(4738 - 4638) + chr(101))('\x75' + chr(10169 - 10053) + chr(0b1100110) + '\x2d' + '\070')) if kvvgtAi4xKnJ is not None: return DFeDFhi45JaG SdOiQfoVLiMl = fsvlWYZSX3Kr(uXMK81tmdpTM, ehT0Px3KOsy9('\060' + chr(111) + '\060', 38958 - 38950)) if PlSM16l2KDPD(SdOiQfoVLiMl, (kkSX4ccExqw4, xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x85x\xbe+O\xe6'), '\144' + chr(1442 - 1341) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))('\165' + chr(9433 - 9317) + chr(102) + chr(45) + '\070')))): return FjlEzG2ESPxA if PlSM16l2KDPD(HhLPdV0A_gws(SdOiQfoVLiMl), (M8_cKLkHVB2V, Ax3qFpWaChBw)): return lLD5d_mlPctD if PlSM16l2KDPD(SdOiQfoVLiMl, gNqqdWiyklNm): return DFeDFhi45JaG return B7ulukFIsWai
fastai/fastai
fastai/data_block.py
ItemList._label_from_list
def _label_from_list(self, labels:Iterator, label_cls:Callable=None, from_item_lists:bool=False, **kwargs)->'LabelList': "Label `self.items` with `labels`." if not from_item_lists: raise Exception("Your data isn't split, if you don't want a validation set, please use `split_none`.") labels = array(labels, dtype=object) label_cls = self.get_label_cls(labels, label_cls=label_cls, **kwargs) y = label_cls(labels, path=self.path, **kwargs) res = self._label_list(x=self, y=y) return res
python
def _label_from_list(self, labels:Iterator, label_cls:Callable=None, from_item_lists:bool=False, **kwargs)->'LabelList': "Label `self.items` with `labels`." if not from_item_lists: raise Exception("Your data isn't split, if you don't want a validation set, please use `split_none`.") labels = array(labels, dtype=object) label_cls = self.get_label_cls(labels, label_cls=label_cls, **kwargs) y = label_cls(labels, path=self.path, **kwargs) res = self._label_list(x=self, y=y) return res
[ "def", "_label_from_list", "(", "self", ",", "labels", ":", "Iterator", ",", "label_cls", ":", "Callable", "=", "None", ",", "from_item_lists", ":", "bool", "=", "False", ",", "*", "*", "kwargs", ")", "->", "'LabelList'", ":", "if", "not", "from_item_lists", ":", "raise", "Exception", "(", "\"Your data isn't split, if you don't want a validation set, please use `split_none`.\"", ")", "labels", "=", "array", "(", "labels", ",", "dtype", "=", "object", ")", "label_cls", "=", "self", ".", "get_label_cls", "(", "labels", ",", "label_cls", "=", "label_cls", ",", "*", "*", "kwargs", ")", "y", "=", "label_cls", "(", "labels", ",", "path", "=", "self", ".", "path", ",", "*", "*", "kwargs", ")", "res", "=", "self", ".", "_label_list", "(", "x", "=", "self", ",", "y", "=", "y", ")", "return", "res" ]
Label `self.items` with `labels`.
[ "Label", "self", ".", "items", "with", "labels", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L257-L265
train
Label self. items with 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('\x30' + chr(111) + chr(51) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(6430 - 6319) + '\061' + chr(0b111 + 0o60) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1000000 + 0o57) + '\061' + '\066' + chr(0b111 + 0o54), 26512 - 26504), ehT0Px3KOsy9('\x30' + chr(4247 - 4136) + '\062' + chr(52) + chr(50), 4380 - 4372), ehT0Px3KOsy9(chr(510 - 462) + chr(0b110101 + 0o72) + chr(0b11010 + 0o34) + chr(937 - 886), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(53) + chr(49), 36534 - 36526), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\067', 65459 - 65451), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101001 + 0o11) + '\062' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1 + 0o60) + chr(904 - 856) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1954 - 1904) + chr(217 - 165) + chr(48), 53530 - 53522), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11011 + 0o26) + '\065' + chr(0b11101 + 0o24), 27167 - 27159), ehT0Px3KOsy9(chr(245 - 197) + chr(111) + chr(50) + chr(1796 - 1748) + chr(51), 11209 - 11201), ehT0Px3KOsy9(chr(1235 - 1187) + chr(0b1011101 + 0o22) + chr(0b110101) + chr(0b10010 + 0o41), 16832 - 16824), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(2271 - 2223) + chr(0b1011100 + 0o23) + chr(51) + chr(52) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(870 - 820) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(840 - 790), 57853 - 57845), ehT0Px3KOsy9('\060' + chr(7020 - 6909) + chr(1588 - 1537) + chr(843 - 788) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1224 - 1176) + chr(0b100101 + 0o112) + chr(51) + '\x32' + '\062', 47412 - 47404), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1100011 + 0o14) + '\062' + '\x36' + chr(0b100111 + 0o11), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(9630 - 9519) + chr(0b110010) + chr(420 - 368) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5235 - 5124) + chr(736 - 686) + '\063' + chr(2226 - 2176), 4163 - 4155), ehT0Px3KOsy9('\060' + chr(10202 - 10091) + chr(0b11110 + 0o24) + chr(1827 - 1776) + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(2560 - 2508) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(389 - 340) + chr(1627 - 1573) + '\x30', 14034 - 14026), ehT0Px3KOsy9('\x30' + chr(3053 - 2942) + chr(0b1001 + 0o50) + '\062', 0o10), ehT0Px3KOsy9(chr(154 - 106) + chr(0b10001 + 0o136) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(7699 - 7588) + '\063' + chr(54) + chr(1668 - 1615), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1001010 + 0o45) + chr(0b101001 + 0o10) + '\062' + chr(0b100100 + 0o23), 48110 - 48102), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(54) + chr(0b1101 + 0o50), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110110) + chr(0b110010), 12822 - 12814), ehT0Px3KOsy9('\060' + chr(5102 - 4991) + chr(0b110001) + '\062' + '\063', 28814 - 28806), ehT0Px3KOsy9(chr(2016 - 1968) + '\x6f' + chr(51) + chr(1442 - 1390) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1411 - 1361) + '\x33' + '\x32', 8), ehT0Px3KOsy9(chr(1108 - 1060) + '\x6f' + chr(1219 - 1169) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o63), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(49) + chr(0b101001 + 0o10) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101010 + 0o10) + chr(48) + chr(0b10000 + 0o46), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(11886 - 11775) + '\065' + chr(0b10100 + 0o34), 18497 - 18489)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'1'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(111) + chr(6390 - 6290) + chr(209 - 108))(chr(117) + chr(116) + '\146' + chr(1350 - 1305) + chr(0b110011 + 0o5)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def KypImzIMRQA9(oVre8I6UXc3b, uXMK81tmdpTM, enZSibxbjdHH=None, dqQxYpubEk_4=ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(6141 - 6030) + chr(48), 59965 - 59957), **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'S\x1f\x11\xc7_\xe5n\xe25'), '\x64' + '\145' + '\x63' + chr(0b1101111) + '\x64' + chr(0b111 + 0o136))(chr(8542 - 8425) + chr(0b1110100) + chr(102) + chr(0b100 + 0o51) + chr(56)): if not dqQxYpubEk_4: raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b'F\x11\x06\xd0\x13\xcdf\xe5 \x80\x00\xf0E$\x93va\x88\xbe\xd9\xd2\xb6\xb8\xcd\x16*|\x9a"\r\x91\x1d=\xc2\xee5`b!\xf2?\x1fS\xd4R\xc5n\xf5 \xd4\x00\xecE#\x943f\xd4\xf2\xc0\xca\xff\xf9\xd7\x15*p\x862\r\x95\x01#\x89\xf3aHm \xe8z\x1e]'), chr(0b1011110 + 0o6) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(5695 - 5594))(chr(117) + '\164' + chr(9598 - 9496) + '\055' + '\x38')) uXMK81tmdpTM = B0ePDhpqxN5n(uXMK81tmdpTM, dtype=sR_24x3xd4bh) enZSibxbjdHH = oVre8I6UXc3b.get_label_cls(uXMK81tmdpTM, label_cls=enZSibxbjdHH, **M8EIoTs2GJXE) SqiSOtYOqOJH = enZSibxbjdHH(uXMK81tmdpTM, path=oVre8I6UXc3b.path, **M8EIoTs2GJXE) MsbwfslwLjRO = oVre8I6UXc3b._label_list(x=oVre8I6UXc3b, y=SqiSOtYOqOJH) return MsbwfslwLjRO
fastai/fastai
fastai/data_block.py
ItemList.label_from_df
def label_from_df(self, cols:IntsOrStrs=1, label_cls:Callable=None, **kwargs): "Label `self.items` from the values in `cols` in `self.inner_df`." labels = self.inner_df.iloc[:,df_names_to_idx(cols, self.inner_df)] assert labels.isna().sum().sum() == 0, f"You have NaN values in column(s) {cols} of your dataframe, please fix it." if is_listy(cols) and len(cols) > 1 and (label_cls is None or label_cls == MultiCategoryList): new_kwargs,label_cls = dict(one_hot=True, classes= cols),MultiCategoryList kwargs = {**new_kwargs, **kwargs} return self._label_from_list(_maybe_squeeze(labels), label_cls=label_cls, **kwargs)
python
def label_from_df(self, cols:IntsOrStrs=1, label_cls:Callable=None, **kwargs): "Label `self.items` from the values in `cols` in `self.inner_df`." labels = self.inner_df.iloc[:,df_names_to_idx(cols, self.inner_df)] assert labels.isna().sum().sum() == 0, f"You have NaN values in column(s) {cols} of your dataframe, please fix it." if is_listy(cols) and len(cols) > 1 and (label_cls is None or label_cls == MultiCategoryList): new_kwargs,label_cls = dict(one_hot=True, classes= cols),MultiCategoryList kwargs = {**new_kwargs, **kwargs} return self._label_from_list(_maybe_squeeze(labels), label_cls=label_cls, **kwargs)
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Label `self.items` from the values in `cols` in `self.inner_df`.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L267-L274
train
Label self. items from the values in cols in self. inner_df.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\066' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\x37' + chr(0b11000 + 0o31), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b110011) + chr(2423 - 2372) + chr(0b110010), 48086 - 48078), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + chr(49) + '\060' + chr(51), 63151 - 63143), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x31' + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(763 - 714) + chr(1344 - 1296), 9361 - 9353), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\067' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(428 - 377) + chr(55), 6047 - 6039), ehT0Px3KOsy9(chr(1420 - 1372) + chr(1406 - 1295) + chr(0b110011) + chr(54) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1115 - 1067) + '\157' + '\x31' + chr(0b110010) + chr(0b11100 + 0o30), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5850 - 5739) + chr(51) + '\064' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(1720 - 1672) + chr(0b10111 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(2096 - 2048) + chr(0b1101111) + '\x33' + chr(0b11100 + 0o24) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(51) + '\062' + chr(1629 - 1579), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10822 - 10711) + chr(0b110010) + '\064' + chr(0b111 + 0o60), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\061' + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b1111 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + chr(1379 - 1328) + chr(1451 - 1401) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(4524 - 4413) + chr(1491 - 1442) + '\x33' + '\064', 56934 - 56926), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(2366 - 2311) + chr(636 - 581), 0o10), ehT0Px3KOsy9('\x30' + chr(116 - 5) + '\x31' + chr(0b10110 + 0o34), 0o10), ehT0Px3KOsy9('\x30' + chr(1621 - 1510) + chr(0b11110 + 0o23) + chr(0b110000 + 0o4) + chr(0b110001), 54318 - 54310), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x32' + '\066', 0b1000), ehT0Px3KOsy9(chr(2231 - 2183) + chr(111) + '\065' + chr(0b101000 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\063' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2876 - 2765) + chr(0b110010) + '\x30' + chr(0b110000 + 0o4), 44482 - 44474), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(49) + chr(0b110000) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\x32' + chr(0b11000 + 0o34) + chr(0b1111 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9007 - 8896) + chr(0b110001) + chr(0b110100) + chr(675 - 626), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(340 - 290) + chr(55) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1018 - 970) + '\x6f' + chr(1335 - 1285) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(667 - 618) + chr(54) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\x33' + '\062' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(663 - 615) + '\x6f' + '\063' + '\065' + chr(0b101001 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b0 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(0b10011 + 0o37) + '\065', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(2731 - 2676) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2390 - 2341) + '\066' + chr(1744 - 1694), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x36' + '\x34', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), '\144' + chr(0b1010100 + 0o21) + chr(0b1 + 0o142) + chr(0b101110 + 0o101) + '\144' + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(1245 - 1200) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Afuuv91oeYRh(oVre8I6UXc3b, AIgvIWQd9onz=ehT0Px3KOsy9('\x30' + chr(111) + '\x31', ord("\x08")), enZSibxbjdHH=None, **M8EIoTs2GJXE): uXMK81tmdpTM = oVre8I6UXc3b.inner_df.j91vOdIHACRC[:, HyVeU5ehl230(AIgvIWQd9onz, oVre8I6UXc3b.inner_df)] assert xafqLlk3kkUe(uXMK81tmdpTM.isna().sum(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8fR\xa2\x01\xe2gO&\x8df\xa4\xed'), '\x64' + chr(0b1001101 + 0o30) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b101110 + 0o67))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1826 - 1781) + chr(56)))() == ehT0Px3KOsy9(chr(1583 - 1535) + chr(0b1101111) + chr(1009 - 961), 0b1000), f'You have NaN values in column(s) {AIgvIWQd9onz} of your dataframe, please fix it.' if rOyHzRoSE7pv(AIgvIWQd9onz) and c2A0yzQpDQB3(AIgvIWQd9onz) > ehT0Px3KOsy9(chr(810 - 762) + chr(0b101100 + 0o103) + chr(49), 8) and (enZSibxbjdHH is None or enZSibxbjdHH == DFeDFhi45JaG): (t6JdVEPFXEUt, enZSibxbjdHH) = (wLqBDw8l0eIm(one_hot=ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(1561 - 1512), 8), classes=AIgvIWQd9onz), DFeDFhi45JaG) M8EIoTs2GJXE = {**t6JdVEPFXEUt, **M8EIoTs2GJXE} return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8U\xbb!\xead$y\x87;\x88\xdc\xaa\xbb\xd4='), chr(1456 - 1356) + chr(2450 - 2349) + chr(763 - 664) + '\157' + '\144' + chr(0b1010111 + 0o16))(chr(0b1110101) + '\164' + '\x66' + chr(744 - 699) + chr(2124 - 2068)))(fP2PHNe6EfbL(uXMK81tmdpTM), label_cls=enZSibxbjdHH, **M8EIoTs2GJXE)
fastai/fastai
fastai/data_block.py
ItemList.label_const
def label_const(self, const:Any=0, label_cls:Callable=None, **kwargs)->'LabelList': "Label every item with `const`." return self.label_from_func(func=lambda o: const, label_cls=label_cls, **kwargs)
python
def label_const(self, const:Any=0, label_cls:Callable=None, **kwargs)->'LabelList': "Label every item with `const`." return self.label_from_func(func=lambda o: const, label_cls=label_cls, **kwargs)
[ "def", "label_const", "(", "self", ",", "const", ":", "Any", "=", "0", ",", "label_cls", ":", "Callable", "=", "None", ",", "*", "*", "kwargs", ")", "->", "'LabelList'", ":", "return", "self", ".", "label_from_func", "(", "func", "=", "lambda", "o", ":", "const", ",", "label_cls", "=", "label_cls", ",", "*", "*", "kwargs", ")" ]
Label every item with `const`.
[ "Label", "every", "item", "with", "const", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L276-L278
train
Label every item with const.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110111) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10100 + 0o37) + chr(0b101011 + 0o6) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11111 + 0o22) + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(925 - 877) + chr(0b0 + 0o157) + chr(0b100001 + 0o21) + chr(0b110100) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\061' + chr(2551 - 2500), 0b1000), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\x6f' + chr(0b110110) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101101 + 0o6) + chr(178 - 128) + chr(2779 - 2724), 0o10), ehT0Px3KOsy9(chr(913 - 865) + '\157' + '\062' + chr(50) + chr(0b110100), 42492 - 42484), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1561 - 1513) + chr(0b1100101 + 0o12) + '\x32' + chr(52) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(0b1101 + 0o45) + chr(0b10101 + 0o42) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(54) + chr(0b11110 + 0o22), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(926 - 877) + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(51) + chr(2350 - 2300) + chr(0b11110 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11957 - 11846) + chr(1060 - 1010) + '\066' + '\062', 32048 - 32040), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11010 + 0o34) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(2590 - 2538) + chr(2918 - 2863), 14876 - 14868), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b100100 + 0o17) + chr(0b101001 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(4635 - 4524) + chr(0b110011) + '\x35' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + chr(1878 - 1823) + '\066', 17461 - 17453), ehT0Px3KOsy9(chr(1719 - 1671) + '\157' + chr(49) + '\061' + chr(96 - 47), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100111 + 0o110) + chr(0b110011 + 0o0) + '\064' + chr(2141 - 2091), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\x33' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(1336 - 1284) + chr(0b11100 + 0o33), 37996 - 37988), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100 + 0o60) + '\064', 0b1000), ehT0Px3KOsy9(chr(1667 - 1619) + '\x6f' + chr(0b110001) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000), 36654 - 36646), ehT0Px3KOsy9(chr(48) + chr(0b1000101 + 0o52) + chr(49) + chr(2205 - 2155) + '\063', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\x31' + chr(0b100100 + 0o20) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(619 - 571) + chr(0b1101111) + chr(0b110001) + chr(731 - 680), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + chr(53) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11010 + 0o27) + '\x33' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(10779 - 10668) + chr(50) + chr(0b110001) + chr(501 - 450), 8), ehT0Px3KOsy9(chr(2257 - 2209) + '\157' + '\x32' + chr(0b101001 + 0o7) + '\063', 0b1000), ehT0Px3KOsy9(chr(1751 - 1703) + chr(0b10101 + 0o132) + '\x31' + '\063' + chr(0b110 + 0o60), 0o10), ehT0Px3KOsy9(chr(386 - 338) + chr(111) + '\062' + '\x33' + chr(818 - 765), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b11100 + 0o33) + '\x31', 26061 - 26053), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b101110 + 0o2), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(841 - 792) + '\060', 8), ehT0Px3KOsy9('\060' + chr(4112 - 4001) + chr(1687 - 1632) + chr(0b10101 + 0o40), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1252 - 1204) + '\157' + chr(0b11101 + 0o30) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1'), '\144' + chr(101) + chr(0b1100011) + '\157' + '\x64' + chr(0b111010 + 0o53))(chr(0b1110101) + chr(116) + chr(9256 - 9154) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def IPBIxTt242Cd(oVre8I6UXc3b, RWQ9G5TxxHAE=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), 8), enZSibxbjdHH=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\xa9\x10\xc7\xe7\x7f\xbe\xe7\x17'), '\x64' + chr(0b1100101) + chr(0b1100001 + 0o2) + chr(0b1101010 + 0o5) + '\144' + chr(0b110101 + 0o60))(chr(905 - 788) + chr(0b101100 + 0o110) + chr(4920 - 4818) + '\x2d' + chr(56)): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xa9\x10\xc7\xe7l\xb1\xe6\x0c\xc9\xe7V#\xbc\xd1'), chr(0b1100100) + chr(0b1100101) + '\143' + '\157' + chr(100) + '\x65')('\165' + chr(116) + chr(0b1100 + 0o132) + chr(0b101101) + chr(56)))(func=lambda gb6ab8SSTLgq: RWQ9G5TxxHAE, label_cls=enZSibxbjdHH, **M8EIoTs2GJXE)
fastai/fastai
fastai/data_block.py
ItemList.label_empty
def label_empty(self, **kwargs): "Label every item with an `EmptyLabel`." kwargs['label_cls'] = EmptyLabelList return self.label_from_func(func=lambda o: 0., **kwargs)
python
def label_empty(self, **kwargs): "Label every item with an `EmptyLabel`." kwargs['label_cls'] = EmptyLabelList return self.label_from_func(func=lambda o: 0., **kwargs)
[ "def", "label_empty", "(", "self", ",", "*", "*", "kwargs", ")", ":", "kwargs", "[", "'label_cls'", "]", "=", "EmptyLabelList", "return", "self", ".", "label_from_func", "(", "func", "=", "lambda", "o", ":", "0.", ",", "*", "*", "kwargs", ")" ]
Label every item with an `EmptyLabel`.
[ "Label", "every", "item", "with", "an", "EmptyLabel", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L280-L283
train
Label every item with an EmptyLabel.
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' + '\x32' + chr(1030 - 979) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + '\x33' + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + chr(686 - 635) + chr(0b110111) + chr(0b110101), 28687 - 28679), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(55) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\063' + chr(1661 - 1613) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2482 - 2431), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + chr(0b10001 + 0o42) + chr(53) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(9952 - 9841) + chr(0b110100) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(48) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x37' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10010 + 0o135) + chr(726 - 677) + chr(52) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11010 + 0o31) + chr(0b110011) + chr(0b11110 + 0o24), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + chr(50) + chr(0b1100 + 0o50) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(1434 - 1323) + chr(0b10100 + 0o37) + chr(0b110000), 36133 - 36125), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x36', 4499 - 4491), ehT0Px3KOsy9('\x30' + '\x6f' + chr(516 - 466) + chr(0b110101) + chr(2164 - 2113), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x37' + '\x32', 0b1000), ehT0Px3KOsy9(chr(770 - 722) + chr(2162 - 2051) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + '\x33' + chr(0b11110 + 0o30) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1210 - 1162) + '\x6f' + '\x33' + chr(0b110110) + chr(0b100100 + 0o17), 6259 - 6251), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b110001 + 0o76) + chr(0b10000 + 0o42) + chr(2391 - 2342) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + '\067' + chr(0b111 + 0o60), 29369 - 29361), ehT0Px3KOsy9(chr(1323 - 1275) + chr(0b1001001 + 0o46) + chr(485 - 436) + chr(0b11101 + 0o26) + chr(49), 38892 - 38884), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(54) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + '\x31' + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1576 - 1525) + '\064' + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(1561 - 1513) + chr(111) + chr(0b11 + 0o56) + chr(54) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(48) + chr(2479 - 2425), 1751 - 1743), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x30' + '\x33', 0o10), ehT0Px3KOsy9(chr(1235 - 1187) + chr(0b100101 + 0o112) + chr(50) + chr(1874 - 1819) + chr(0b100011 + 0o21), 51647 - 51639), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b11111 + 0o120) + chr(0b1111 + 0o42) + '\067', 61584 - 61576), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(87 - 34) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + '\x31' + chr(48) + chr(2321 - 2267), 8), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + '\x31' + '\063' + chr(1258 - 1210), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110101) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(10021 - 9910) + '\063' + chr(1012 - 963), 47411 - 47403), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\060' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2212 - 2101) + chr(0b110001) + '\063' + chr(0b110000), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b1001 + 0o54) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2'), chr(415 - 315) + '\145' + chr(99) + chr(0b1101111) + chr(100) + chr(101))(chr(0b111010 + 0o73) + '\x74' + '\x66' + chr(0b101101) + chr(1420 - 1364)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def UkCqfFnNH50s(oVre8I6UXc3b, **M8EIoTs2GJXE): M8EIoTs2GJXE[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x97\x9f\x1e\xaf\\f\x84S'), chr(0b1110 + 0o126) + chr(0b111101 + 0o50) + chr(0b1010000 + 0o23) + chr(0b1101111) + chr(0b1100100) + chr(9665 - 9564))(chr(0b1110101) + '\164' + '\x66' + chr(0b101101) + chr(569 - 513))] = HroA_zyQ70ky return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x97\x9f\x1e\xaf\\c\x9aOq\x1f\xde\x14\xb4\xc3'), '\x64' + chr(0b10101 + 0o120) + chr(6859 - 6760) + '\x6f' + chr(0b101010 + 0o72) + '\145')(chr(5185 - 5068) + '\x74' + chr(0b100111 + 0o77) + chr(45) + '\x38'))(func=lambda gb6ab8SSTLgq: 0.0, **M8EIoTs2GJXE)
fastai/fastai
fastai/data_block.py
ItemList.label_from_func
def label_from_func(self, func:Callable, label_cls:Callable=None, **kwargs)->'LabelList': "Apply `func` to every input to get its label." return self._label_from_list([func(o) for o in self.items], label_cls=label_cls, **kwargs)
python
def label_from_func(self, func:Callable, label_cls:Callable=None, **kwargs)->'LabelList': "Apply `func` to every input to get its label." return self._label_from_list([func(o) for o in self.items], label_cls=label_cls, **kwargs)
[ "def", "label_from_func", "(", "self", ",", "func", ":", "Callable", ",", "label_cls", ":", "Callable", "=", "None", ",", "*", "*", "kwargs", ")", "->", "'LabelList'", ":", "return", "self", ".", "_label_from_list", "(", "[", "func", "(", "o", ")", "for", "o", "in", "self", ".", "items", "]", ",", "label_cls", "=", "label_cls", ",", "*", "*", "kwargs", ")" ]
Apply `func` to every input to get its label.
[ "Apply", "func", "to", "every", "input", "to", "get", "its", "label", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L285-L287
train
Apply func to every input to get its label.
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' + '\063' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100111 + 0o14) + chr(0b110011) + chr(220 - 171), 0b1000), ehT0Px3KOsy9(chr(93 - 45) + '\157' + '\062' + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b101011 + 0o104) + '\x33' + chr(55), 46683 - 46675), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + '\x33' + chr(0b101001 + 0o7) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(5776 - 5665) + chr(50) + '\062' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1447 - 1399) + chr(0b1011111 + 0o20) + chr(0b110011) + chr(1798 - 1748) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(612 - 563) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10 + 0o61) + chr(48) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(0b100010 + 0o17), 8069 - 8061), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110010) + chr(1454 - 1400), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\065' + chr(0b10110 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(0b110101) + chr(2272 - 2223), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(52) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(50) + chr(1198 - 1149), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\066', 61237 - 61229), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(2643 - 2591) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b11100 + 0o123) + chr(1356 - 1303), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\x33' + chr(0b10000 + 0o45) + chr(515 - 464), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110100) + chr(87 - 37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9502 - 9391) + '\x31' + chr(0b110111) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b101001 + 0o16) + chr(0b110000 + 0o3), 56916 - 56908), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(49) + chr(0b1010 + 0o53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + '\063' + chr(0b1000 + 0o52) + '\066', 27533 - 27525), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + '\062' + chr(472 - 419) + chr(1140 - 1090), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1010 + 0o50) + chr(0b1111 + 0o46) + chr(980 - 925), 0b1000), ehT0Px3KOsy9(chr(1122 - 1074) + chr(0b1101010 + 0o5) + '\062' + chr(255 - 207) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(144 - 96) + chr(111) + '\062', 30902 - 30894), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1001110 + 0o41) + chr(0b100000 + 0o23) + chr(0b1 + 0o62) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(53) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110101), 37375 - 37367), ehT0Px3KOsy9(chr(366 - 318) + '\x6f' + chr(0b110011) + chr(55) + chr(0b101111 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b110101) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b10100 + 0o34) + chr(0b10100 + 0o40), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\066' + chr(0b100101 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1192 - 1142) + chr(0b11111 + 0o21) + '\060', 56269 - 56261), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1634 - 1585) + chr(0b110000) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(5570 - 5459) + chr(50) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1631 - 1581) + chr(1894 - 1842) + chr(0b110010 + 0o3), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2248 - 2200) + '\157' + chr(0b110101) + chr(0b1 + 0o57), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'7'), '\144' + '\145' + '\143' + '\157' + chr(100) + '\x65')(chr(6176 - 6059) + chr(116) + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def R4XmX70KfeDA(oVre8I6UXc3b, EzOtJ3kbK5x4, enZSibxbjdHH=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'U\xb8\xdbz\xa8\xd9\xbc9\xb1'), chr(100) + '\x65' + '\x63' + chr(111) + '\x64' + chr(1247 - 1146))(chr(0b1110101) + chr(681 - 565) + chr(0b1100110) + chr(0b101101) + chr(0b111000)): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'F\xb5\xd8}\xa1\xf9\x8a,\xb7F\xfb\xf4\xc5N"z'), '\x64' + chr(0b11011 + 0o112) + '\143' + '\x6f' + chr(100) + '\x65')(chr(0b100000 + 0o125) + chr(5050 - 4934) + chr(0b100011 + 0o103) + chr(1876 - 1831) + chr(238 - 182)))([EzOtJ3kbK5x4(gb6ab8SSTLgq) for gb6ab8SSTLgq in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'W\xa3\xcfz\x8d\xcf\xe6\x03\xa9z\xde\x92'), '\144' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(3657 - 3556))(chr(0b1101010 + 0o13) + '\164' + '\146' + chr(1194 - 1149) + chr(0b10010 + 0o46)))], label_cls=enZSibxbjdHH, **M8EIoTs2GJXE)
fastai/fastai
fastai/data_block.py
ItemList.label_from_folder
def label_from_folder(self, label_cls:Callable=None, **kwargs)->'LabelList': "Give a label to each filename depending on its folder." return self.label_from_func(func=lambda o: (o.parts if isinstance(o, Path) else o.split(os.path.sep))[-2], label_cls=label_cls, **kwargs)
python
def label_from_folder(self, label_cls:Callable=None, **kwargs)->'LabelList': "Give a label to each filename depending on its folder." return self.label_from_func(func=lambda o: (o.parts if isinstance(o, Path) else o.split(os.path.sep))[-2], label_cls=label_cls, **kwargs)
[ "def", "label_from_folder", "(", "self", ",", "label_cls", ":", "Callable", "=", "None", ",", "*", "*", "kwargs", ")", "->", "'LabelList'", ":", "return", "self", ".", "label_from_func", "(", "func", "=", "lambda", "o", ":", "(", "o", ".", "parts", "if", "isinstance", "(", "o", ",", "Path", ")", "else", "o", ".", "split", "(", "os", ".", "path", ".", "sep", ")", ")", "[", "-", "2", "]", ",", "label_cls", "=", "label_cls", ",", "*", "*", "kwargs", ")" ]
Give a label to each filename depending on its folder.
[ "Give", "a", "label", "to", "each", "filename", "depending", "on", "its", "folder", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L289-L292
train
Give a label to each filename depending on its folder.
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(0b11 + 0o55) + '\x6f' + chr(0b110100) + chr(1371 - 1322), ord("\x08")), ehT0Px3KOsy9(chr(2201 - 2153) + '\x6f' + '\x31' + '\061' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(52) + chr(0b100000 + 0o25), 24772 - 24764), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b110011) + chr(0b110000), 47353 - 47345), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1749 - 1699) + '\066' + chr(0b1101 + 0o51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1721 - 1666) + chr(586 - 536), ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(5445 - 5334) + '\061' + chr(0b110111) + chr(0b100 + 0o63), 36320 - 36312), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(1254 - 1203) + chr(1062 - 1011) + chr(50), 0o10), ehT0Px3KOsy9(chr(1031 - 983) + '\157' + chr(193 - 143) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(639 - 591) + '\x6f' + chr(53) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110100) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101101 + 0o5) + chr(0b10010 + 0o40) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7728 - 7617) + chr(0b10011 + 0o37) + chr(55) + chr(2310 - 2256), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(53) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101 + 0o142) + '\067' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(9279 - 9168) + chr(0b11100 + 0o32) + chr(51), 60721 - 60713), ehT0Px3KOsy9(chr(883 - 835) + chr(111) + chr(0b110101) + chr(0b1010 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o34) + chr(310 - 261) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(851 - 803) + chr(0b1101111) + chr(0b110011) + chr(0b101101 + 0o7) + chr(1174 - 1125), ord("\x08")), ehT0Px3KOsy9(chr(886 - 838) + '\157' + chr(0b110101) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(54) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(128 - 77) + chr(0b110001) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(51) + chr(187 - 137), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(3578 - 3467) + chr(2542 - 2491) + chr(2103 - 2052) + chr(0b1100 + 0o46), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\x33' + chr(0b110 + 0o52), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x37' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(853 - 800), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b100011 + 0o17) + '\067', 52704 - 52696), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(125 - 74) + '\x33', 39576 - 39568), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(793 - 743) + chr(50) + chr(0b100111 + 0o11), 63024 - 63016), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(790 - 741) + chr(49) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110) + chr(0b101111 + 0o3), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\x31' + '\x37' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10010 + 0o135) + chr(0b110011) + '\x32' + chr(0b110 + 0o53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(305 - 254) + chr(0b110000) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\063' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10707 - 10596) + '\064' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x35', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f'), '\144' + chr(0b0 + 0o145) + chr(7633 - 7534) + '\x6f' + chr(6618 - 6518) + chr(101))('\x75' + chr(0b1110100) + chr(3875 - 3773) + chr(0b101101) + chr(182 - 126)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def uUJ0qPvcvrdU(oVre8I6UXc3b, enZSibxbjdHH=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'm*\xc7\xbd\xdav\x16\\\xae'), chr(0b1100100) + chr(0b1100101) + '\143' + chr(0b1010010 + 0o35) + chr(0b10100 + 0o120) + chr(0b1100101))(chr(12367 - 12250) + '\164' + '\x66' + chr(0b101101) + chr(739 - 683)): return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'M*\xc7\xbd\xdae\x19]\xb5yuD\xe6\xd0\x8b'), chr(100) + chr(386 - 285) + chr(0b1100011) + chr(649 - 538) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(116) + '\146' + chr(1279 - 1234) + chr(56)))(func=lambda gb6ab8SSTLgq: (xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'Q*\xd7\xac\xc5'), chr(100) + chr(0b100001 + 0o104) + '\x63' + '\x6f' + '\x64' + '\145')(chr(12907 - 12790) + chr(2130 - 2014) + chr(102) + chr(45) + chr(56))) if PlSM16l2KDPD(gb6ab8SSTLgq, HiPOQr0Cdorg) else xafqLlk3kkUe(gb6ab8SSTLgq, xafqLlk3kkUe(SXOLrMavuUCe(b'R;\xc9\xb1\xc2'), chr(0b111110 + 0o46) + chr(5617 - 5516) + chr(99) + chr(0b1101111) + '\x64' + chr(9503 - 9402))(chr(117) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'R.\xd5'), '\144' + chr(101) + chr(975 - 876) + chr(111) + chr(0b1001010 + 0o32) + '\x65')(chr(0b1001000 + 0o55) + chr(116) + chr(0b1100110) + chr(676 - 631) + chr(2040 - 1984)))))[-ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(50), 0b1000)], label_cls=enZSibxbjdHH, **M8EIoTs2GJXE)
fastai/fastai
fastai/data_block.py
ItemList.label_from_re
def label_from_re(self, pat:str, full_path:bool=False, label_cls:Callable=None, **kwargs)->'LabelList': "Apply the re in `pat` to determine the label of every filename. If `full_path`, search in the full name." pat = re.compile(pat) def _inner(o): s = str((os.path.join(self.path,o) if full_path else o).as_posix()) res = pat.search(s) assert res,f'Failed to find "{pat}" in "{s}"' return res.group(1) return self.label_from_func(_inner, label_cls=label_cls, **kwargs)
python
def label_from_re(self, pat:str, full_path:bool=False, label_cls:Callable=None, **kwargs)->'LabelList': "Apply the re in `pat` to determine the label of every filename. If `full_path`, search in the full name." pat = re.compile(pat) def _inner(o): s = str((os.path.join(self.path,o) if full_path else o).as_posix()) res = pat.search(s) assert res,f'Failed to find "{pat}" in "{s}"' return res.group(1) return self.label_from_func(_inner, label_cls=label_cls, **kwargs)
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Apply the re in `pat` to determine the label of every filename. If `full_path`, search in the full name.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L294-L302
train
Apply the re in pat to determine the label of every filename. If full_path search in the full 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) + '\x6f' + chr(0b110001) + chr(2108 - 2055) + chr(53), 2211 - 2203), ehT0Px3KOsy9(chr(176 - 128) + '\x6f' + chr(0b101110 + 0o4) + chr(49) + chr(0b100110 + 0o12), 23981 - 23973), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(787 - 732) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(0b110011) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\x33' + '\064' + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b100000 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10 + 0o61) + chr(0b110000) + chr(0b10000 + 0o47), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10000 + 0o43) + '\x35' + chr(2256 - 2203), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(891 - 840), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x35' + chr(53), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o26) + chr(1229 - 1177) + chr(0b110111), 42163 - 42155), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1010110 + 0o31) + '\061', 0b1000), ehT0Px3KOsy9(chr(1147 - 1099) + chr(111) + '\067' + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b101 + 0o53) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101111 + 0o4) + chr(53) + chr(985 - 931), 41532 - 41524), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1018 - 965) + chr(0b1001 + 0o54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4482 - 4371) + '\x33' + chr(0b10011 + 0o41) + chr(2158 - 2108), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110100) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(489 - 439) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(9448 - 9337) + '\063' + '\x35' + chr(1739 - 1690), 37926 - 37918), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100101 + 0o17) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(394 - 343) + '\066' + chr(1033 - 980), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o26) + chr(0b110111) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2443 - 2393) + chr(54) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(55) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101101 + 0o2) + '\x31' + '\x36' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100101 + 0o16) + '\x31' + chr(965 - 910), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + '\x32' + chr(1832 - 1779) + '\060', 19812 - 19804), ehT0Px3KOsy9('\060' + chr(11405 - 11294) + chr(286 - 236) + '\x31' + chr(0b11 + 0o61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x35' + chr(586 - 538), 4390 - 4382), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\x32' + '\x36' + chr(727 - 672), ord("\x08")), ehT0Px3KOsy9(chr(1065 - 1017) + chr(0b1000101 + 0o52) + chr(0b110011) + chr(1277 - 1226) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(53) + chr(809 - 761), 8), ehT0Px3KOsy9(chr(111 - 63) + chr(111) + chr(51) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1475 - 1427) + chr(10468 - 10357) + chr(1465 - 1414) + chr(0b101 + 0o55), 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(49) + chr(1413 - 1358) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o4) + '\061' + chr(51), 24123 - 24115), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + chr(0b110010) + chr(52) + chr(53), 0b1000), ehT0Px3KOsy9(chr(271 - 223) + chr(111) + chr(0b110001) + '\x34' + '\x31', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110 + 0o60) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'C'), '\144' + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b1000000 + 0o45))('\165' + chr(0b1110100) + chr(7380 - 7278) + chr(0b10110 + 0o27) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def X4NNtkqaX51e(oVre8I6UXc3b, BumvCMvK3ogt, rI6LPzVe_y18=ehT0Px3KOsy9(chr(1499 - 1451) + '\157' + chr(2264 - 2216), 0b1000), enZSibxbjdHH=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'!\xe9\\z\x8fV\xae\x9e_'), chr(0b10 + 0o142) + '\145' + '\143' + '\x6f' + chr(0b1100100) + chr(101))(chr(117) + '\x74' + chr(102) + '\055' + chr(1895 - 1839)): BumvCMvK3ogt = _7u55U49WwX2.compile(BumvCMvK3ogt) def PKmgt01a359p(gb6ab8SSTLgq): vGrByMSYMp9h = M8_cKLkHVB2V((oqhJDdMJfuwx.path.join(oVre8I6UXc3b.path, gb6ab8SSTLgq) if rI6LPzVe_y18 else gb6ab8SSTLgq).as_posix()) MsbwfslwLjRO = BumvCMvK3ogt.search(vGrByMSYMp9h) assert MsbwfslwLjRO, f'Failed to find "{BumvCMvK3ogt}" in "{vGrByMSYMp9h}"' return xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xb1kq\x8eC\xb1\x8c|\xdc\x97N'), chr(0b1100100) + chr(7523 - 7422) + '\143' + '\157' + chr(0b1100100) + chr(101))('\x75' + '\164' + '\146' + chr(950 - 905) + chr(0b100011 + 0o25)))(ehT0Px3KOsy9(chr(1616 - 1568) + chr(0b1101111) + '\x31', 8)) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xe9\\z\x8fE\xa1\x9fD\x80\xb8gN\xa8\x8d'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(5612 - 5512) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(7066 - 6964) + '\x2d' + chr(856 - 800)))(PKmgt01a359p, label_cls=enZSibxbjdHH, **M8EIoTs2GJXE)
fastai/fastai
fastai/data_block.py
MultiCategoryProcessor.generate_classes
def generate_classes(self, items): "Generate classes from `items` by taking the sorted unique values." classes = set() for c in items: classes = classes.union(set(c)) classes = list(classes) classes.sort() return classes
python
def generate_classes(self, items): "Generate classes from `items` by taking the sorted unique values." classes = set() for c in items: classes = classes.union(set(c)) classes = list(classes) classes.sort() return classes
[ "def", "generate_classes", "(", "self", ",", "items", ")", ":", "classes", "=", "set", "(", ")", "for", "c", "in", "items", ":", "classes", "=", "classes", ".", "union", "(", "set", "(", "c", ")", ")", "classes", "=", "list", "(", "classes", ")", "classes", ".", "sort", "(", ")", "return", "classes" ]
Generate classes from `items` by taking the sorted unique values.
[ "Generate", "classes", "from", "items", "by", "taking", "the", "sorted", "unique", "values", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L388-L394
train
Generate classes from items by taking the sorted unique values.
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(0b10101 + 0o33) + chr(0b1101111) + '\061' + chr(0b101001 + 0o14) + chr(0b10011 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\x32' + '\061' + chr(362 - 308), ord("\x08")), ehT0Px3KOsy9(chr(983 - 935) + chr(111) + chr(0b110010) + chr(55) + chr(0b100010 + 0o20), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2047 - 1998) + chr(51) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b0 + 0o157) + chr(50) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\x33' + chr(0b101101 + 0o12), 0b1000), ehT0Px3KOsy9(chr(1610 - 1562) + chr(0b1101111) + chr(55) + chr(0b101010 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100000 + 0o23) + chr(2056 - 2008) + chr(1914 - 1862), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(2575 - 2522) + chr(0b110110), 55964 - 55956), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\065' + chr(2553 - 2502), 0o10), ehT0Px3KOsy9(chr(1892 - 1844) + chr(111) + '\x36' + '\x37', 7739 - 7731), ehT0Px3KOsy9(chr(48) + chr(111) + '\x36' + chr(793 - 744), 55019 - 55011), ehT0Px3KOsy9('\060' + chr(7912 - 7801) + chr(0b110011) + '\066' + chr(346 - 298), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(50) + chr(356 - 303), 63212 - 63204), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1 + 0o61) + chr(49) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(0b10110 + 0o40) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10001 + 0o43) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1010 + 0o47) + '\x35', 29357 - 29349), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1824 - 1769) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\066' + chr(0b100001 + 0o25), 33908 - 33900), ehT0Px3KOsy9(chr(647 - 599) + '\x6f' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\064' + chr(942 - 894), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b11001 + 0o126) + chr(0b110010) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\065', 8), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b10110 + 0o33) + chr(2189 - 2139) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b100010 + 0o23) + chr(1909 - 1857), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110101) + chr(2032 - 1977), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + '\x33' + chr(0b110100) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(624 - 576) + chr(0b1101111) + chr(51) + '\061' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(64 - 14) + chr(249 - 194), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\063' + '\x30' + '\061', 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b101 + 0o62) + chr(0b11001 + 0o31), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x34' + '\061', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(498 - 449) + '\061' + chr(2134 - 2084), 59570 - 59562), ehT0Px3KOsy9(chr(0b110000) + chr(4421 - 4310) + chr(0b10010 + 0o41) + chr(0b100001 + 0o22) + chr(0b101101 + 0o4), 0o10), ehT0Px3KOsy9(chr(2081 - 2033) + '\157' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1440 - 1389) + chr(0b110010) + chr(50), 63313 - 63305), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + '\x34' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1177 - 1129) + chr(0b1 + 0o156) + chr(1044 - 994) + chr(1231 - 1180) + chr(52), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x35' + chr(0b100001 + 0o17), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), '\x64' + '\x65' + chr(0b10001 + 0o122) + '\157' + chr(0b1101 + 0o127) + chr(4766 - 4665))(chr(13613 - 13496) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Ba5x3XVqmNQi(oVre8I6UXc3b, NzveIZ3IlSH9): anO3bg2_hMSE = MVEN8G6CxlvR() for qzn1Ctg9WgNh in NzveIZ3IlSH9: anO3bg2_hMSE = anO3bg2_hMSE.union(MVEN8G6CxlvR(qzn1Ctg9WgNh)) anO3bg2_hMSE = vUlqIvNSaRMa(anO3bg2_hMSE) return anO3bg2_hMSE
fastai/fastai
fastai/data_block.py
ItemLists.label_from_lists
def label_from_lists(self, train_labels:Iterator, valid_labels:Iterator, label_cls:Callable=None, **kwargs)->'LabelList': "Use the labels in `train_labels` and `valid_labels` to label the data. `label_cls` will overwrite the default." label_cls = self.train.get_label_cls(train_labels, label_cls) self.train = self.train._label_list(x=self.train, y=label_cls(train_labels, **kwargs)) self.valid = self.valid._label_list(x=self.valid, y=self.train.y.new(valid_labels, **kwargs)) self.__class__ = LabelLists self.process() return self
python
def label_from_lists(self, train_labels:Iterator, valid_labels:Iterator, label_cls:Callable=None, **kwargs)->'LabelList': "Use the labels in `train_labels` and `valid_labels` to label the data. `label_cls` will overwrite the default." label_cls = self.train.get_label_cls(train_labels, label_cls) self.train = self.train._label_list(x=self.train, y=label_cls(train_labels, **kwargs)) self.valid = self.valid._label_list(x=self.valid, y=self.train.y.new(valid_labels, **kwargs)) self.__class__ = LabelLists self.process() return self
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Use the labels in `train_labels` and `valid_labels` to label the data. `label_cls` will overwrite the default.
[ "Use", "the", "labels", "in", "train_labels", "and", "valid_labels", "to", "label", "the", "data", ".", "label_cls", "will", "overwrite", "the", "default", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L480-L487
train
Use the labels in train_labels and valid_labels to label the data. label_cls will overwrite the default.
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(9801 - 9690) + chr(50) + '\x36' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1100 + 0o45) + chr(0b1101 + 0o43) + '\x33', 23975 - 23967), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b1111 + 0o43) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + chr(0b101010 + 0o11) + '\x30' + '\x30', 46780 - 46772), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(1523 - 1472) + chr(0b101010 + 0o15) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(1004 - 893) + chr(0b1100 + 0o47) + '\x33' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b100110 + 0o111) + chr(50) + '\066' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(1138 - 1085) + '\067', 48243 - 48235), ehT0Px3KOsy9(chr(462 - 414) + '\157' + chr(0b100000 + 0o22) + chr(0b101010 + 0o12) + chr(48), 48935 - 48927), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(49) + '\x33', 33377 - 33369), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(1198 - 1149), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(55) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2340 - 2289) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b10100 + 0o35) + chr(0b11 + 0o57) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + '\x32' + chr(906 - 853), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(50) + '\x31', 0b1000), ehT0Px3KOsy9(chr(55 - 7) + '\x6f' + chr(49) + '\067' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4243 - 4132) + '\061' + chr(559 - 508) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(52) + chr(48), 8), ehT0Px3KOsy9(chr(900 - 852) + '\157' + '\061' + chr(51) + chr(1558 - 1505), 6738 - 6730), ehT0Px3KOsy9('\x30' + '\157' + '\065' + chr(346 - 291), 8), ehT0Px3KOsy9('\060' + chr(9491 - 9380) + chr(52) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(9512 - 9401) + chr(49) + '\x31' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(122 - 74) + chr(111) + chr(0b110001 + 0o0) + chr(0b110010) + chr(1606 - 1558), 8), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(50) + chr(0b100100 + 0o23) + chr(1944 - 1893), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(0b11110 + 0o22) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(4049 - 3938) + chr(0b1010 + 0o50) + '\x34' + chr(0b100011 + 0o15), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100110 + 0o14) + chr(0b110101) + chr(53), 0b1000), ehT0Px3KOsy9(chr(627 - 579) + chr(111) + '\061' + chr(0b11110 + 0o22) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(962 - 914) + '\157' + chr(806 - 753) + '\x30', 16840 - 16832), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\x33' + '\x30', 65355 - 65347), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1001 + 0o52) + chr(0b110111) + chr(2362 - 2312), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b101101 + 0o4) + chr(0b110111), 64317 - 64309), ehT0Px3KOsy9(chr(0b110000) + chr(975 - 864) + chr(0b10001 + 0o41) + chr(90 - 38) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110100) + '\x32', 14262 - 14254), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100011 + 0o16) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100101 + 0o14) + chr(0b10011 + 0o40) + chr(1117 - 1062), 0b1000), ehT0Px3KOsy9(chr(1655 - 1607) + '\157' + chr(0b110101) + chr(0b100000 + 0o20), 8), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(803 - 752) + chr(50) + chr(525 - 476), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(393 - 339) + '\067', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(8702 - 8591) + '\x35' + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e'), '\144' + chr(0b111011 + 0o52) + '\143' + '\157' + '\x64' + '\145')(chr(117) + chr(116) + '\146' + '\x2d' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def t_ckRDSiplSB(oVre8I6UXc3b, xS4qpucEJqfe, JsmWS49svcnV, enZSibxbjdHH=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc"\xf0\xa5\x93\x91\xd8\\\xd4'), '\144' + '\145' + '\x63' + '\157' + '\144' + '\x65')(chr(0b0 + 0o165) + chr(0b1000001 + 0o63) + chr(4048 - 3946) + chr(1574 - 1529) + '\x38'): enZSibxbjdHH = oVre8I6UXc3b.train.get_label_cls(xS4qpucEJqfe, enZSibxbjdHH) oVre8I6UXc3b.e80gRioCjdat = oVre8I6UXc3b.train._label_list(x=oVre8I6UXc3b.e80gRioCjdat, y=enZSibxbjdHH(xS4qpucEJqfe, **M8EIoTs2GJXE)) oVre8I6UXc3b.BZPR0lwTzWO8 = oVre8I6UXc3b.valid._label_list(x=oVre8I6UXc3b.BZPR0lwTzWO8, y=oVre8I6UXc3b.train.y.new(JsmWS49svcnV, **M8EIoTs2GJXE)) oVre8I6UXc3b.Cy0pDit0ZG3R = JLgPKT9T2PkJ xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc01\xfd\xa3\x9a\xae\xc2'), chr(100) + chr(101) + chr(1202 - 1103) + '\157' + chr(4978 - 4878) + '\x65')(chr(0b1110101) + chr(3286 - 3170) + chr(9213 - 9111) + chr(45) + chr(0b101001 + 0o17)))() return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
ItemLists.transform
def transform(self, tfms:Optional[Tuple[TfmList,TfmList]]=(None,None), **kwargs): "Set `tfms` to be applied to the xs of the train and validation set." if not tfms: tfms=(None,None) assert is_listy(tfms) and len(tfms) == 2, "Please pass a list of two lists of transforms (train and valid)." self.train.transform(tfms[0], **kwargs) self.valid.transform(tfms[1], **kwargs) if self.test: self.test.transform(tfms[1], **kwargs) return self
python
def transform(self, tfms:Optional[Tuple[TfmList,TfmList]]=(None,None), **kwargs): "Set `tfms` to be applied to the xs of the train and validation set." if not tfms: tfms=(None,None) assert is_listy(tfms) and len(tfms) == 2, "Please pass a list of two lists of transforms (train and valid)." self.train.transform(tfms[0], **kwargs) self.valid.transform(tfms[1], **kwargs) if self.test: self.test.transform(tfms[1], **kwargs) return self
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Set `tfms` to be applied to the xs of the train and validation set.
[ "Set", "tfms", "to", "be", "applied", "to", "the", "xs", "of", "the", "train", "and", "validation", "set", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L489-L496
train
Set tfms to be applied to the xs of the train and 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(48) + chr(111) + '\063' + chr(48) + chr(2438 - 2386), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x33' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(0b11 + 0o60) + chr(51) + '\x33', 17692 - 17684), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b111 + 0o150) + chr(0b110010) + '\065' + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\x33' + chr(0b10010 + 0o45), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(371 - 321) + '\x30' + '\060', 0o10), ehT0Px3KOsy9(chr(2275 - 2227) + chr(0b1101111) + '\061' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11110 + 0o24) + '\067' + chr(0b110010), 58303 - 58295), ehT0Px3KOsy9(chr(0b110000) + chr(970 - 859) + chr(49) + chr(0b100010 + 0o25) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(531 - 480) + chr(0b11010 + 0o35) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(1374 - 1325) + chr(0b1100 + 0o50) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x36' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(2066 - 2016) + chr(0b110111) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110010) + chr(771 - 723), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(55), 0b1000), ehT0Px3KOsy9(chr(371 - 323) + '\157' + chr(1513 - 1464) + chr(0b110100), 39739 - 39731), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1205 - 1156) + '\x34', 8), ehT0Px3KOsy9(chr(128 - 80) + chr(7391 - 7280) + chr(49) + chr(1511 - 1460) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(55) + chr(0b110011 + 0o2), 0o10), ehT0Px3KOsy9(chr(48) + chr(6451 - 6340) + chr(0b10 + 0o61) + chr(0b101000 + 0o13) + chr(52), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101 + 0o55) + chr(1242 - 1192), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b100011 + 0o23) + chr(0b100011 + 0o16), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b110010) + '\064', 0b1000), ehT0Px3KOsy9(chr(1625 - 1577) + '\157' + chr(0b110001) + chr(49) + '\x36', 28122 - 28114), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(2363 - 2311) + chr(0b10111 + 0o35), 39341 - 39333), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + '\061' + chr(0b1111 + 0o46) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(0b1110 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(0b110011) + chr(0b110110) + '\063', 50322 - 50314), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b101101 + 0o5) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(2285 - 2237) + chr(0b1101111) + chr(0b110011) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\064' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b110011) + chr(1587 - 1537) + chr(0b11111 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\063' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1229 - 1181) + chr(0b1010001 + 0o36) + '\x33' + '\x34' + '\064', 8), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(1415 - 1365) + chr(0b10100 + 0o43), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(860 - 810) + chr(0b110010) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\061' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1376 - 1328) + chr(0b1101111) + chr(1029 - 980) + chr(0b101111 + 0o6) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101010 + 0o10) + chr(0b110100) + '\060', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b100010 + 0o115) + '\065' + '\x30', 11030 - 11022)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xea'), chr(0b101110 + 0o66) + chr(0b1100101) + chr(0b110001 + 0o62) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(235 - 190) + chr(0b101000 + 0o20)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ASNeIOBhze_M(oVre8I6UXc3b, WuxpTL1pEvyj=(None, None), **M8EIoTs2GJXE): if not WuxpTL1pEvyj: WuxpTL1pEvyj = (None, None) assert rOyHzRoSE7pv(WuxpTL1pEvyj) and c2A0yzQpDQB3(WuxpTL1pEvyj) == ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + '\x32', 63680 - 63672), xafqLlk3kkUe(SXOLrMavuUCe(b'\x94\xb0\xbe\xcc\xac\xe5-\xca\x18\x8a\x13S\xdf\xf0ke\x7f*\xdd\xb3tQ\xa09KKh\x9a\xa2m\x97\xf25\x82\xf7\xe1\xb8d\x03\xd3\xa2\xb3\xa9\xc0\xac\xa0%\xce\x0b\x98\t\x1d\x9e\xb1ih,(\x9c\xb0{\x15\xfd`'), '\x64' + chr(0b1100101) + '\143' + chr(0b1101001 + 0o6) + chr(100) + chr(101))('\165' + '\164' + chr(102) + chr(96 - 51) + chr(0b111000)) xafqLlk3kkUe(oVre8I6UXc3b.train, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xae\xba\xc3\xac\xe6b\xc8\x14'), chr(0b110 + 0o136) + '\x65' + chr(0b1100011) + '\157' + '\x64' + '\145')('\x75' + '\164' + chr(102) + chr(0b10011 + 0o32) + '\x38'))(WuxpTL1pEvyj[ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x30', ord("\x08"))], **M8EIoTs2GJXE) xafqLlk3kkUe(oVre8I6UXc3b.valid, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xae\xba\xc3\xac\xe6b\xc8\x14'), chr(3701 - 3601) + '\x65' + chr(0b1100011) + chr(0b111100 + 0o63) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b101101) + '\x38'))(WuxpTL1pEvyj[ehT0Px3KOsy9(chr(0b110000) + chr(7475 - 7364) + chr(0b110001), 7106 - 7098)], **M8EIoTs2GJXE) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xb9\xa8\xd9'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + '\144' + chr(7851 - 7750))(chr(117) + chr(116) + '\x66' + chr(284 - 239) + '\070')): xafqLlk3kkUe(oVre8I6UXc3b.test, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0\xae\xba\xc3\xac\xe6b\xc8\x14'), chr(0b1100011 + 0o1) + '\x65' + '\143' + '\x6f' + chr(0b1100100) + '\145')(chr(117) + chr(5629 - 5513) + '\x66' + '\055' + chr(0b101110 + 0o12)))(WuxpTL1pEvyj[ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(49), 8)], **M8EIoTs2GJXE) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
ItemLists.transform_y
def transform_y(self, tfms:Optional[Tuple[TfmList,TfmList]]=(None,None), **kwargs): "Set `tfms` to be applied to the ys of the train and validation set." if not tfms: tfms=(None,None) self.train.transform_y(tfms[0], **kwargs) self.valid.transform_y(tfms[1], **kwargs) if self.test: self.test.transform_y(tfms[1], **kwargs) return self
python
def transform_y(self, tfms:Optional[Tuple[TfmList,TfmList]]=(None,None), **kwargs): "Set `tfms` to be applied to the ys of the train and validation set." if not tfms: tfms=(None,None) self.train.transform_y(tfms[0], **kwargs) self.valid.transform_y(tfms[1], **kwargs) if self.test: self.test.transform_y(tfms[1], **kwargs) return self
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Set `tfms` to be applied to the ys of the train and validation set.
[ "Set", "tfms", "to", "be", "applied", "to", "the", "ys", "of", "the", "train", "and", "validation", "set", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L498-L504
train
Set tfms to be applied to the ys of the train and 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(0b110000) + chr(4871 - 4760) + chr(1608 - 1559) + '\x32', 26309 - 26301), ehT0Px3KOsy9(chr(2122 - 2074) + chr(0b110000 + 0o77) + '\065' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b100000 + 0o22), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(52) + chr(2260 - 2206), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(49) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(0b10110 + 0o40) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(192 - 81) + '\063' + '\063' + chr(664 - 615), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(0b110001) + '\067' + '\060', 935 - 927), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(0b111 + 0o53) + chr(0b110100) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(0b110010) + chr(0b11101 + 0o31), 0b1000), ehT0Px3KOsy9(chr(1344 - 1296) + '\157' + chr(1422 - 1371) + chr(0b110111) + '\066', 3691 - 3683), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(435 - 380) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(760 - 710) + chr(50) + chr(0b11011 + 0o31), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + '\063' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4161 - 4050) + '\063' + chr(594 - 540) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(123 - 75) + chr(111) + chr(0b10110 + 0o35) + '\x34' + chr(49), 30342 - 30334), ehT0Px3KOsy9('\x30' + chr(4916 - 4805) + chr(0b10 + 0o57) + chr(0b110100) + chr(161 - 111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101011 + 0o10) + chr(0b110010) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b101110 + 0o101) + '\x31' + chr(55) + chr(0b110111), 24051 - 24043), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(1880 - 1769) + '\061' + '\064' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(50) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(0b110011) + '\x32' + chr(0b110 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + chr(0b1 + 0o65), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101000 + 0o13) + chr(0b101011 + 0o11) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b100101 + 0o112) + '\061' + '\x36' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + chr(49) + chr(517 - 469) + chr(0b1011 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(50) + chr(0b10111 + 0o37) + '\x30', 4959 - 4951), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(486 - 432), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(114 - 64) + chr(54), 8), ehT0Px3KOsy9(chr(523 - 475) + chr(0b1011111 + 0o20) + chr(1634 - 1584) + '\x32' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(50) + chr(1383 - 1333) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + chr(962 - 913) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + '\066' + chr(0b10110 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + '\061' + '\066' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + '\x36', 8), ehT0Px3KOsy9(chr(1288 - 1240) + '\157' + '\x32' + chr(0b101000 + 0o11) + chr(2375 - 2320), 14421 - 14413), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\065' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x33' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(139 - 91) + chr(0b1101111) + '\063' + chr(2166 - 2116) + chr(2581 - 2530), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x35' + chr(0b11000 + 0o30), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'$'), '\144' + chr(0b1001100 + 0o31) + chr(0b1000011 + 0o40) + chr(0b1100001 + 0o16) + chr(1231 - 1131) + chr(0b1100101))(chr(13005 - 12888) + chr(0b1110100) + chr(0b11011 + 0o113) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Br4T7byF3cMJ(oVre8I6UXc3b, WuxpTL1pEvyj=(None, None), **M8EIoTs2GJXE): if not WuxpTL1pEvyj: WuxpTL1pEvyj = (None, None) xafqLlk3kkUe(oVre8I6UXc3b.train, xafqLlk3kkUe(SXOLrMavuUCe(b'~Z{H}bX\xab\x15\xfdo'), chr(100) + '\x65' + chr(0b110 + 0o135) + '\x6f' + '\144' + chr(0b111100 + 0o51))(chr(117) + chr(0b1110100) + chr(102) + chr(0b110 + 0o47) + '\x38'))(WuxpTL1pEvyj[ehT0Px3KOsy9('\060' + '\157' + chr(0b110000), 10963 - 10955)], **M8EIoTs2GJXE) xafqLlk3kkUe(oVre8I6UXc3b.valid, xafqLlk3kkUe(SXOLrMavuUCe(b'~Z{H}bX\xab\x15\xfdo'), chr(0b1010001 + 0o23) + chr(5242 - 5141) + chr(6161 - 6062) + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + chr(0b1101010 + 0o12) + chr(0b1100110) + chr(1003 - 958) + '\070'))(WuxpTL1pEvyj[ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(0b110000 + 0o1), 59370 - 59362)], **M8EIoTs2GJXE) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'~MiR'), chr(0b11110 + 0o106) + chr(101) + chr(99) + chr(0b1101111) + '\144' + chr(101))('\165' + chr(116) + chr(0b1100110) + chr(1178 - 1133) + chr(0b111000))): xafqLlk3kkUe(oVre8I6UXc3b.test, xafqLlk3kkUe(SXOLrMavuUCe(b'~Z{H}bX\xab\x15\xfdo'), '\144' + chr(101) + chr(0b1000100 + 0o37) + chr(111) + chr(100) + chr(8524 - 8423))(chr(0b1001000 + 0o55) + chr(848 - 732) + chr(0b11000 + 0o116) + chr(0b101101) + chr(0b101001 + 0o17)))(WuxpTL1pEvyj[ehT0Px3KOsy9(chr(0b110000) + chr(1416 - 1305) + chr(49), 8)], **M8EIoTs2GJXE) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
LabelLists.get_processors
def get_processors(self): "Read the default class processors if none have been set." procs_x,procs_y = listify(self.train.x._processor),listify(self.train.y._processor) xp = ifnone(self.train.x.processor, [p(ds=self.train.x) for p in procs_x]) yp = ifnone(self.train.y.processor, [p(ds=self.train.y) for p in procs_y]) return xp,yp
python
def get_processors(self): "Read the default class processors if none have been set." procs_x,procs_y = listify(self.train.x._processor),listify(self.train.y._processor) xp = ifnone(self.train.x.processor, [p(ds=self.train.x) for p in procs_x]) yp = ifnone(self.train.y.processor, [p(ds=self.train.y) for p in procs_y]) return xp,yp
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Read the default class processors if none have been set.
[ "Read", "the", "default", "class", "processors", "if", "none", "have", "been", "set", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L512-L517
train
Read the default class processors if none have been 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('\060' + '\x6f' + '\x33' + chr(0b1000 + 0o53) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\063' + chr(0b101011 + 0o12) + chr(0b110111), 12570 - 12562), ehT0Px3KOsy9(chr(48) + chr(2493 - 2382) + chr(2139 - 2088) + chr(0b11010 + 0o30) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11110 + 0o24) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\061' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(6807 - 6696) + '\062' + chr(55) + chr(0b1100 + 0o50), 12108 - 12100), ehT0Px3KOsy9(chr(701 - 653) + chr(0b111010 + 0o65) + '\066' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1870 - 1819) + chr(0b10100 + 0o37) + chr(0b101001 + 0o11), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(2147 - 2098) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(2136 - 2025) + chr(0b10100 + 0o35) + chr(0b101 + 0o55) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x34' + chr(0b11010 + 0o31), 31479 - 31471), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110011) + chr(52) + '\x32', 0o10), ehT0Px3KOsy9(chr(1886 - 1838) + chr(10454 - 10343) + chr(0b110 + 0o55) + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(52) + chr(0b10110 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101100 + 0o10) + chr(0b11010 + 0o30), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101010 + 0o7) + chr(0b1001 + 0o53), 0o10), ehT0Px3KOsy9('\060' + chr(8281 - 8170) + chr(999 - 949) + '\063' + chr(0b111 + 0o56), 19462 - 19454), ehT0Px3KOsy9(chr(664 - 616) + chr(0b1101111) + chr(50) + chr(53) + chr(0b10001 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(484 - 432) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(50) + '\061', 17840 - 17832), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(52) + chr(2176 - 2125), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o14) + '\x34' + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\064' + chr(53), 43004 - 42996), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b11110 + 0o31) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100001 + 0o16) + '\x32' + chr(2407 - 2353) + chr(0b10000 + 0o46), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101000 + 0o107) + '\061' + '\x30', 16230 - 16222), ehT0Px3KOsy9(chr(1037 - 989) + '\157' + '\x34' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10 + 0o57) + chr(0b10101 + 0o34) + chr(50), 54879 - 54871), ehT0Px3KOsy9(chr(0b110000) + chr(1572 - 1461) + chr(49) + '\065' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(329 - 280) + chr(0b10111 + 0o34), 20845 - 20837), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b11110 + 0o30) + chr(2420 - 2368), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110111) + chr(0b101001 + 0o7), 0o10), ehT0Px3KOsy9(chr(48) + chr(8460 - 8349) + chr(51) + chr(0b11111 + 0o21) + '\062', 29776 - 29768), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(337 - 288) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001011 + 0o44) + chr(54) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\x30' + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\062' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + chr(0b110010) + '\062' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1101 + 0o46) + '\063' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(51) + '\064' + chr(55), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(9858 - 9747) + chr(1975 - 1922) + chr(2055 - 2007), 36165 - 36157)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4'), chr(0b1101 + 0o127) + chr(0b1100101) + '\x63' + '\157' + chr(0b1011010 + 0o12) + '\x65')('\165' + '\x74' + chr(2982 - 2880) + chr(0b110 + 0o47) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LpscXXVERLmH(oVre8I6UXc3b): (vQ_1v2uUIElw, EdQS_XcCRopa) = (XFSR0qhtb0bq(oVre8I6UXc3b.train.x._processor), XFSR0qhtb0bq(oVre8I6UXc3b.train.y._processor)) tqcEYHxdZQ5q = LZcHOm_c0BYj(oVre8I6UXc3b.train.x.Qv_npqgRBB71, [UyakMW2IMFEj(ds=oVre8I6UXc3b.train.x) for UyakMW2IMFEj in vQ_1v2uUIElw]) DxBNb3_SD8Bm = LZcHOm_c0BYj(oVre8I6UXc3b.train.y.Qv_npqgRBB71, [UyakMW2IMFEj(ds=oVre8I6UXc3b.train.y) for UyakMW2IMFEj in EdQS_XcCRopa]) return (tqcEYHxdZQ5q, DxBNb3_SD8Bm)
fastai/fastai
fastai/data_block.py
LabelLists.process
def process(self): "Process the inner datasets." xp,yp = self.get_processors() for ds,n in zip(self.lists, ['train','valid','test']): ds.process(xp, yp, name=n) #progress_bar clear the outputs so in some case warnings issued during processing disappear. for ds in self.lists: if getattr(ds, 'warn', False): warn(ds.warn) return self
python
def process(self): "Process the inner datasets." xp,yp = self.get_processors() for ds,n in zip(self.lists, ['train','valid','test']): ds.process(xp, yp, name=n) #progress_bar clear the outputs so in some case warnings issued during processing disappear. for ds in self.lists: if getattr(ds, 'warn', False): warn(ds.warn) return self
[ "def", "process", "(", "self", ")", ":", "xp", ",", "yp", "=", "self", ".", "get_processors", "(", ")", "for", "ds", ",", "n", "in", "zip", "(", "self", ".", "lists", ",", "[", "'train'", ",", "'valid'", ",", "'test'", "]", ")", ":", "ds", ".", "process", "(", "xp", ",", "yp", ",", "name", "=", "n", ")", "#progress_bar clear the outputs so in some case warnings issued during processing disappear.", "for", "ds", "in", "self", ".", "lists", ":", "if", "getattr", "(", "ds", ",", "'warn'", ",", "False", ")", ":", "warn", "(", "ds", ".", "warn", ")", "return", "self" ]
Process the inner datasets.
[ "Process", "the", "inner", "datasets", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L519-L526
train
Process the inner datasets.
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) + '\062' + chr(53) + chr(0b1101 + 0o50), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b110000 + 0o6) + '\x35', 27065 - 27057), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + '\063' + chr(55) + chr(48), 0o10), ehT0Px3KOsy9(chr(995 - 947) + chr(0b10100 + 0o133) + chr(0b111 + 0o54) + '\061' + chr(1500 - 1447), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110101) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(1489 - 1434) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101101 + 0o10) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b11110 + 0o23) + chr(0b110111) + chr(0b101000 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(7172 - 7061) + chr(50) + chr(0b10010 + 0o44) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110000) + chr(2123 - 2072), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b101000 + 0o10) + chr(2438 - 2388), 12064 - 12056), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x33' + chr(48), 51288 - 51280), ehT0Px3KOsy9(chr(2269 - 2221) + chr(0b1101111) + '\062' + chr(0b0 + 0o61) + chr(0b101101 + 0o5), 0b1000), ehT0Px3KOsy9('\060' + chr(11357 - 11246) + chr(1414 - 1365) + chr(50) + chr(48), 61061 - 61053), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + '\x31' + chr(0b10101 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\x35' + chr(74 - 21), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110011 + 0o4) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5370 - 5259) + chr(558 - 508) + '\x32' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(2450 - 2339) + chr(0b111 + 0o52) + chr(53) + chr(70 - 15), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b110011) + chr(129 - 74) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + '\065' + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(418 - 369) + chr(0b101110 + 0o10) + chr(50), 53065 - 53057), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(2391 - 2280) + chr(0b110001) + chr(0b110010 + 0o0) + chr(832 - 780), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3812 - 3701) + '\x31' + chr(0b110000) + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(577 - 528) + chr(49) + chr(0b100000 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1215 - 1165) + chr(0b100 + 0o63) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2171 - 2121) + chr(48) + chr(0b101010 + 0o14), 33024 - 33016), ehT0Px3KOsy9(chr(194 - 146) + chr(0b1101111) + '\062' + chr(0b110000) + chr(0b100011 + 0o17), 0b1000), ehT0Px3KOsy9(chr(1460 - 1412) + chr(111) + chr(51) + chr(0b110101 + 0o2) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + chr(50) + '\066' + chr(55), 8), ehT0Px3KOsy9('\060' + chr(11116 - 11005) + chr(0b101100 + 0o10) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110) + chr(563 - 511), 0b1000), ehT0Px3KOsy9(chr(2187 - 2139) + chr(0b1101111) + chr(0b1001 + 0o50) + '\x32' + '\x31', 60760 - 60752), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101111 + 0o3) + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(4699 - 4588) + chr(1926 - 1875) + chr(0b11101 + 0o26) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\x35', 2239 - 2231), ehT0Px3KOsy9(chr(48) + '\157' + chr(1317 - 1263) + chr(2204 - 2152), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(1443 - 1390) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x83'), chr(0b0 + 0o144) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b111111 + 0o65) + chr(102) + chr(0b101101) + chr(0b10 + 0o66)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZaphbO0J_dPn(oVre8I6UXc3b): (tqcEYHxdZQ5q, DxBNb3_SD8Bm) = oVre8I6UXc3b.get_processors() for (JemPxC1eYHLi, m1NkCryOw9Bx) in pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x1c\x8b\xb9\xdf'), '\144' + '\x65' + '\143' + chr(0b1101111) + '\x64' + chr(0b101 + 0o140))('\x75' + chr(0b1011001 + 0o33) + '\x66' + chr(0b11011 + 0o22) + chr(355 - 299))), [xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x07\x99\xa4\xc2'), chr(0b1100100) + '\145' + chr(1520 - 1421) + chr(12298 - 12187) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b11100 + 0o21) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xdb\x14\x94\xa4\xc8'), chr(0b111000 + 0o54) + '\145' + chr(0b1100011) + chr(5209 - 5098) + chr(4561 - 4461) + '\145')('\x75' + chr(0b1110100) + chr(0b111100 + 0o52) + chr(0b101101) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x10\x8b\xb9'), chr(0b1000101 + 0o37) + chr(0b1000110 + 0o37) + '\x63' + chr(111) + chr(0b1100100) + chr(0b1010010 + 0o23))(chr(117) + '\164' + '\146' + '\x2d' + chr(0b10011 + 0o45))]): xafqLlk3kkUe(JemPxC1eYHLi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd\x07\x97\xae\xc9\x8a^'), chr(100) + '\145' + '\143' + chr(7239 - 7128) + chr(2182 - 2082) + chr(0b1100101))('\x75' + chr(0b1110000 + 0o4) + chr(6956 - 6854) + chr(440 - 395) + chr(1081 - 1025)))(tqcEYHxdZQ5q, DxBNb3_SD8Bm, name=m1NkCryOw9Bx) for JemPxC1eYHLi in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x1c\x8b\xb9\xdf'), chr(100) + chr(8932 - 8831) + chr(0b1100011) + chr(111) + '\x64' + chr(0b1100101))(chr(13432 - 13315) + '\164' + chr(102) + chr(0b100111 + 0o6) + chr(0b111000))): if xafqLlk3kkUe(JemPxC1eYHLi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x14\x8a\xa3'), chr(100) + '\145' + '\143' + '\x6f' + '\x64' + '\x65')(chr(117) + chr(116) + chr(102) + chr(0b101101) + chr(56)), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x30', ord("\x08"))): nDEnNBabFNKm(xafqLlk3kkUe(JemPxC1eYHLi, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\x14\x8a\xa3'), chr(4252 - 4152) + chr(101) + chr(99) + chr(652 - 541) + chr(0b1100100) + '\x65')(chr(7373 - 7256) + '\164' + '\x66' + '\055' + chr(0b111000)))) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
LabelLists.databunch
def databunch(self, path:PathOrStr=None, bs:int=64, val_bs:int=None, num_workers:int=defaults.cpus, dl_tfms:Optional[Collection[Callable]]=None, device:torch.device=None, collate_fn:Callable=data_collate, no_check:bool=False, **kwargs)->'DataBunch': "Create an `DataBunch` from self, `path` will override `self.path`, `kwargs` are passed to `DataBunch.create`." path = Path(ifnone(path, self.path)) data = self.x._bunch.create(self.train, self.valid, test_ds=self.test, path=path, bs=bs, val_bs=val_bs, num_workers=num_workers, device=device, collate_fn=collate_fn, no_check=no_check, **kwargs) if getattr(self, 'normalize', False):#In case a normalization was serialized norm = self.normalize data.normalize((norm['mean'], norm['std']), do_x=norm['do_x'], do_y=norm['do_y']) data.label_list = self return data
python
def databunch(self, path:PathOrStr=None, bs:int=64, val_bs:int=None, num_workers:int=defaults.cpus, dl_tfms:Optional[Collection[Callable]]=None, device:torch.device=None, collate_fn:Callable=data_collate, no_check:bool=False, **kwargs)->'DataBunch': "Create an `DataBunch` from self, `path` will override `self.path`, `kwargs` are passed to `DataBunch.create`." path = Path(ifnone(path, self.path)) data = self.x._bunch.create(self.train, self.valid, test_ds=self.test, path=path, bs=bs, val_bs=val_bs, num_workers=num_workers, device=device, collate_fn=collate_fn, no_check=no_check, **kwargs) if getattr(self, 'normalize', False):#In case a normalization was serialized norm = self.normalize data.normalize((norm['mean'], norm['std']), do_x=norm['do_x'], do_y=norm['do_y']) data.label_list = self return data
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Create an `DataBunch` from self, `path` will override `self.path`, `kwargs` are passed to `DataBunch.create`.
[ "Create", "an", "DataBunch", "from", "self", "path", "will", "override", "self", ".", "path", "kwargs", "are", "passed", "to", "DataBunch", ".", "create", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L532-L543
train
Create an DataBunch from self path will override self. path kwargs are passed to DataBunch. create.
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(2087 - 2039) + chr(0b1101111) + chr(51) + '\x35' + chr(2126 - 2075), 29018 - 29010), ehT0Px3KOsy9('\x30' + '\x6f' + chr(846 - 796) + chr(0b101111 + 0o3), 0o10), ehT0Px3KOsy9(chr(872 - 824) + chr(0b1101111) + chr(0b110010) + '\064' + chr(0b1011 + 0o47), 24243 - 24235), ehT0Px3KOsy9(chr(1076 - 1028) + chr(10916 - 10805) + chr(238 - 186) + chr(1484 - 1431), 0o10), ehT0Px3KOsy9(chr(1141 - 1093) + chr(7499 - 7388) + '\062' + '\x31' + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\063' + '\x31' + '\x31', 0o10), ehT0Px3KOsy9(chr(1365 - 1317) + chr(0b1101111) + chr(51) + '\x36' + chr(54), 0o10), ehT0Px3KOsy9(chr(1385 - 1337) + chr(11942 - 11831) + chr(1367 - 1314) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(2630 - 2576) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\060' + chr(1510 - 1458), 0o10), ehT0Px3KOsy9('\060' + chr(5339 - 5228) + chr(0b100001 + 0o22) + '\x36' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010011 + 0o34) + chr(51) + chr(54) + '\063', 25796 - 25788), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + chr(0b10010 + 0o41) + chr(1865 - 1812) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(307 - 253) + chr(369 - 318), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(4023 - 3912) + '\x33' + chr(0b110001) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b10110 + 0o131) + chr(0b110001) + chr(0b10100 + 0o41) + chr(0b11111 + 0o30), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\061' + chr(1136 - 1082), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b110 + 0o151) + '\062' + chr(478 - 423) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1400 - 1349) + chr(53) + '\067', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + '\061' + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(2426 - 2315) + chr(49) + chr(0b110111) + chr(0b110010 + 0o5), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11766 - 11655) + chr(51) + '\063' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(7021 - 6910) + chr(0b110010) + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(48) + '\062', 35743 - 35735), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(49) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + chr(49) + '\063' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(2340 - 2291) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + chr(0b110 + 0o61) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(11852 - 11741) + chr(0b10100 + 0o36) + chr(0b11010 + 0o33) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(1444 - 1391) + chr(0b101101 + 0o6), 37040 - 37032), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(803 - 752) + '\x32' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(2133 - 2085) + chr(111) + chr(49) + '\060' + chr(0b110100), 9960 - 9952), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + '\x33' + '\067' + '\x37', 51220 - 51212), ehT0Px3KOsy9(chr(1820 - 1772) + '\x6f' + '\063' + chr(0b10100 + 0o42) + '\x36', 8), ehT0Px3KOsy9(chr(1461 - 1413) + chr(0b1101111) + chr(0b100 + 0o56) + chr(0b110110) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(5655 - 5544) + chr(49) + chr(0b110100) + chr(2402 - 2352), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(952 - 903) + chr(0b110101) + chr(0b1100 + 0o51), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\067' + chr(694 - 646), 36236 - 36228), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + chr(51) + chr(52) + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(55) + '\060', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(53) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5'), '\x64' + chr(0b101110 + 0o67) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(6702 - 6601))('\165' + chr(12980 - 12864) + chr(0b1010100 + 0o22) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def oVpLfFRmgd9y(oVre8I6UXc3b, EaCjyhZptSer=None, SfegzJB3EFQO=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x30' + '\060', ord("\x08")), n5kUKVSVJnbT=None, c1aWEsj_NmYg=xafqLlk3kkUe(sRkYTJirQlN8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88b\xd7V'), '\144' + chr(0b1100101) + chr(99) + chr(0b10000 + 0o137) + '\x64' + chr(0b1100 + 0o131))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b1010 + 0o43) + chr(0b10000 + 0o50))), aNZmKhRjAZqS=None, v9dZPx26KxBP=None, U7_vi3Fx7yT6=PQric3jolzYP, scersYnK1ZCG=ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(3807 - 3696) + chr(48), 34682 - 34674), **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\xafs\xd6D\xcb\xbc\x98M\x1a'), chr(2588 - 2488) + chr(0b1011111 + 0o6) + '\143' + '\157' + chr(0b1100100) + chr(0b1100010 + 0o3))('\x75' + '\164' + chr(5551 - 5449) + chr(0b100101 + 0o10) + chr(0b110 + 0o62)): EaCjyhZptSer = HiPOQr0Cdorg(LZcHOm_c0BYj(EaCjyhZptSer, oVre8I6UXc3b.path)) ULnjp6D6efFH = oVre8I6UXc3b.x._bunch.create(oVre8I6UXc3b.e80gRioCjdat, oVre8I6UXc3b.BZPR0lwTzWO8, test_ds=oVre8I6UXc3b.test, path=EaCjyhZptSer, bs=SfegzJB3EFQO, val_bs=n5kUKVSVJnbT, num_workers=c1aWEsj_NmYg, device=v9dZPx26KxBP, collate_fn=U7_vi3Fx7yT6, no_check=scersYnK1ZCG, **M8EIoTs2GJXE) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85}\xd0H\xe8\xa5\x9fT\x17'), chr(0b111111 + 0o45) + chr(101) + '\x63' + '\157' + chr(100) + '\145')('\x75' + chr(116) + '\x66' + chr(45) + chr(2327 - 2271)), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1466 - 1418), 8)): eTOwOXrckQns = oVre8I6UXc3b.IOBK62gJSlOh xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2]\xe0n\xbf\xfb\x91d!\xe8\xb8\x9b'), chr(6455 - 6355) + '\x65' + chr(0b110001 + 0o62) + chr(11285 - 11174) + '\144' + '\145')(chr(117) + chr(0b100001 + 0o123) + '\x66' + chr(152 - 107) + chr(56)))((eTOwOXrckQns[xafqLlk3kkUe(SXOLrMavuUCe(b'\x86w\xc3K'), '\x64' + chr(0b1100101) + chr(0b1000000 + 0o43) + '\x6f' + '\144' + chr(101))(chr(12528 - 12411) + chr(0b1001111 + 0o45) + '\x66' + chr(851 - 806) + chr(56))], eTOwOXrckQns[xafqLlk3kkUe(SXOLrMavuUCe(b'\x98f\xc6'), '\144' + chr(0b1100101) + chr(507 - 408) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(117) + '\164' + chr(9972 - 9870) + '\x2d' + chr(2079 - 2023))]), do_x=eTOwOXrckQns[xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f}\xfd]'), chr(9628 - 9528) + '\x65' + chr(0b1100011 + 0o0) + '\x6f' + chr(0b11000 + 0o114) + chr(9253 - 9152))(chr(117) + chr(0b1010011 + 0o41) + chr(0b1100110) + '\055' + '\x38')], do_y=eTOwOXrckQns[xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f}\xfd\\'), '\144' + '\145' + chr(99) + '\157' + chr(0b111101 + 0o47) + chr(0b110001 + 0o64))(chr(0b110011 + 0o102) + chr(116) + chr(102) + chr(0b101101) + chr(0b100110 + 0o22))]) ULnjp6D6efFH.vfm3yqdi6BGN = oVre8I6UXc3b return ULnjp6D6efFH
fastai/fastai
fastai/data_block.py
LabelLists.load_state
def load_state(cls, path:PathOrStr, state:dict): "Create a `LabelLists` with empty sets from the serialized `state`." path = Path(path) train_ds = LabelList.load_state(path, state) valid_ds = LabelList.load_state(path, state) return LabelLists(path, train=train_ds, valid=valid_ds)
python
def load_state(cls, path:PathOrStr, state:dict): "Create a `LabelLists` with empty sets from the serialized `state`." path = Path(path) train_ds = LabelList.load_state(path, state) valid_ds = LabelList.load_state(path, state) return LabelLists(path, train=train_ds, valid=valid_ds)
[ "def", "load_state", "(", "cls", ",", "path", ":", "PathOrStr", ",", "state", ":", "dict", ")", ":", "path", "=", "Path", "(", "path", ")", "train_ds", "=", "LabelList", ".", "load_state", "(", "path", ",", "state", ")", "valid_ds", "=", "LabelList", ".", "load_state", "(", "path", ",", "state", ")", "return", "LabelLists", "(", "path", ",", "train", "=", "train_ds", ",", "valid", "=", "valid_ds", ")" ]
Create a `LabelLists` with empty sets from the serialized `state`.
[ "Create", "a", "LabelLists", "with", "empty", "sets", "from", "the", "serialized", "state", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L562-L567
train
Create a LabelLists with empty sets from the serialized state.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110111) + chr(1604 - 1556), 1236 - 1228), ehT0Px3KOsy9(chr(1777 - 1729) + '\157' + chr(0b100001 + 0o21) + '\x30' + chr(0b1110 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(697 - 648) + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4681 - 4570) + '\x31' + chr(461 - 410) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1320 - 1272) + chr(111) + chr(0b101 + 0o56) + chr(52) + chr(561 - 510), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + '\x33' + chr(1653 - 1605), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1001000 + 0o47) + chr(1268 - 1219) + chr(0b110001 + 0o6) + chr(2509 - 2456), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6296 - 6185) + chr(49) + chr(0b110010) + chr(1313 - 1263), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100 + 0o61) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(248 - 200) + '\x6f' + '\x33' + chr(0b101100 + 0o4) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(967 - 918) + '\x31' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + '\x33' + chr(50) + '\067', 40198 - 40190), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(0b110001) + chr(2129 - 2081) + chr(0b10001 + 0o42), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(51) + chr(53), 34493 - 34485), ehT0Px3KOsy9(chr(1914 - 1866) + chr(0b10111 + 0o130) + chr(0b110011) + chr(0b100100 + 0o20) + chr(51), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1110 + 0o45) + '\x34' + chr(1492 - 1443), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\x34' + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(51) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + chr(123 - 73) + chr(52) + chr(2277 - 2224), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(48) + '\x31', 10938 - 10930), ehT0Px3KOsy9(chr(167 - 119) + chr(111) + chr(0b110001) + '\x34' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(1754 - 1706) + chr(0b11101 + 0o122) + chr(0b110110) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\066' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(1724 - 1675) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(51) + chr(0b110010) + chr(924 - 872), 0o10), ehT0Px3KOsy9(chr(396 - 348) + '\157' + chr(51) + chr(621 - 571) + '\x34', 8), ehT0Px3KOsy9('\060' + '\157' + chr(2001 - 1948) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(741 - 693) + chr(7335 - 7224) + '\x31' + chr(49) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\064' + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10101 + 0o35) + '\063' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + '\061' + '\060' + chr(1674 - 1624), 22687 - 22679), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2240 - 2190) + chr(0b110000) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110011), 19769 - 19761), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(54) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3156 - 3045) + chr(0b1111 + 0o50) + chr(0b100101 + 0o14), 20573 - 20565), ehT0Px3KOsy9(chr(48) + chr(8499 - 8388) + chr(49) + chr(0b11011 + 0o30) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\x6f' + chr(1892 - 1837) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11100 + 0o123) + '\x33' + chr(0b10111 + 0o37) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(985 - 935) + chr(0b100 + 0o57) + chr(0b0 + 0o66), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + chr(9148 - 9048) + '\x65')('\165' + chr(0b1110100) + '\146' + '\055' + chr(0b10010 + 0o46)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZzsQ3FazFjdB(NSstowUUZlxS, EaCjyhZptSer, KKFQISrGeiAm): EaCjyhZptSer = HiPOQr0Cdorg(EaCjyhZptSer) LQf_eo9XIecR = kEnaE8eQWmBi.load_state(EaCjyhZptSer, KKFQISrGeiAm) KcxQ5vJr32VH = kEnaE8eQWmBi.load_state(EaCjyhZptSer, KKFQISrGeiAm) return JLgPKT9T2PkJ(EaCjyhZptSer, train=LQf_eo9XIecR, valid=KcxQ5vJr32VH)
fastai/fastai
fastai/data_block.py
LabelLists.load_empty
def load_empty(cls, path:PathOrStr, fn:PathOrStr='export.pkl'): "Create a `LabelLists` with empty sets from the serialized file in `path/fn`." path = Path(path) state = torch.load(open(path/fn, 'rb')) return LabelLists.load_state(path, state)
python
def load_empty(cls, path:PathOrStr, fn:PathOrStr='export.pkl'): "Create a `LabelLists` with empty sets from the serialized file in `path/fn`." path = Path(path) state = torch.load(open(path/fn, 'rb')) return LabelLists.load_state(path, state)
[ "def", "load_empty", "(", "cls", ",", "path", ":", "PathOrStr", ",", "fn", ":", "PathOrStr", "=", "'export.pkl'", ")", ":", "path", "=", "Path", "(", "path", ")", "state", "=", "torch", ".", "load", "(", "open", "(", "path", "/", "fn", ",", "'rb'", ")", ")", "return", "LabelLists", ".", "load_state", "(", "path", ",", "state", ")" ]
Create a `LabelLists` with empty sets from the serialized file in `path/fn`.
[ "Create", "a", "LabelLists", "with", "empty", "sets", "from", "the", "serialized", "file", "in", "path", "/", "fn", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L570-L574
train
Create a LabelLists with empty sets from the serialized file in path / fn.
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(6767 - 6656) + '\x31' + '\067' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(731 - 681) + chr(54) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\066' + chr(2355 - 2303), 33626 - 33618), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\x34' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b100010 + 0o115) + chr(50) + chr(54) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11101 + 0o25) + chr(0b1010 + 0o51), 31040 - 31032), ehT0Px3KOsy9('\x30' + chr(0b1000100 + 0o53) + chr(49) + '\060' + chr(0b10010 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(1521 - 1473) + '\157' + chr(49) + chr(0b1111 + 0o41) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(718 - 663) + chr(0b10011 + 0o41), 27101 - 27093), ehT0Px3KOsy9('\x30' + chr(111) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1776 - 1725) + chr(49) + chr(1396 - 1342), 61360 - 61352), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x36' + chr(1651 - 1603), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b11111 + 0o120) + chr(0b100 + 0o57) + chr(0b110100) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\066' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(52) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2073 - 2023) + chr(1307 - 1255) + chr(1512 - 1460), 0b1000), ehT0Px3KOsy9(chr(960 - 912) + chr(0b111001 + 0o66) + chr(1049 - 1000) + chr(435 - 385) + chr(50), 37187 - 37179), ehT0Px3KOsy9(chr(1256 - 1208) + chr(111) + chr(1841 - 1790) + chr(0b110010) + chr(0b101 + 0o53), 60811 - 60803), ehT0Px3KOsy9(chr(506 - 458) + chr(6518 - 6407) + chr(50) + '\065' + chr(0b101 + 0o61), 844 - 836), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(0b1011 + 0o50) + chr(1029 - 979), 0b1000), ehT0Px3KOsy9(chr(304 - 256) + '\157' + chr(2377 - 2325) + chr(1245 - 1195), 35957 - 35949), ehT0Px3KOsy9(chr(1809 - 1761) + chr(0b1100001 + 0o16) + '\x33' + '\x34' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(48) + '\066', 8), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + '\x32' + chr(0b110111) + chr(0b110101 + 0o1), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(2917 - 2862) + '\x32', 0o10), ehT0Px3KOsy9(chr(2234 - 2186) + '\157' + '\063' + '\x34' + chr(53), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b100 + 0o153) + chr(710 - 660) + '\x35' + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1855 - 1803) + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(8347 - 8236) + '\x32' + chr(48) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101001 + 0o6) + chr(1016 - 965) + '\x32' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10000 + 0o42) + chr(50) + chr(55), 0o10), ehT0Px3KOsy9(chr(1518 - 1470) + chr(10350 - 10239) + '\061' + chr(0b110001) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(3714 - 3603) + '\061' + chr(0b100 + 0o54) + chr(1385 - 1330), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b101 + 0o53) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2294 - 2240) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(10071 - 9960) + chr(51) + chr(2468 - 2413) + '\x34', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b10110 + 0o32) + chr(0b1 + 0o65), 0o10), ehT0Px3KOsy9(chr(426 - 378) + '\x6f' + chr(50) + '\063' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1011100 + 0o23) + chr(685 - 636) + chr(48) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b110101) + chr(0b110000), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(1617 - 1569), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), '\x64' + chr(6223 - 6122) + chr(3039 - 2940) + '\157' + chr(0b1100100) + chr(1967 - 1866))('\165' + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b101101 + 0o13)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def EpQ2rZTFykaD(NSstowUUZlxS, EaCjyhZptSer, wDsB9Ho570J9=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\xca\xc4\t\xc0go6\x97m'), chr(8280 - 8180) + chr(101) + chr(0b1100011) + chr(0b111 + 0o150) + chr(100) + chr(101))('\165' + chr(3496 - 3380) + chr(0b1100110) + '\055' + chr(0b1000 + 0o60))): EaCjyhZptSer = HiPOQr0Cdorg(EaCjyhZptSer) KKFQISrGeiAm = cEkFpYktkSeK.mxtdQMeiwJZJ(_fwkIVCGgtAN(EaCjyhZptSer / wDsB9Ho570J9, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xd0'), chr(100) + chr(101) + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b1110 + 0o130) + chr(137 - 92) + chr(0b111000)))) return xafqLlk3kkUe(JLgPKT9T2PkJ, xafqLlk3kkUe(SXOLrMavuUCe(b"\x15\xdd\xd5\x02\xed`5'\x88d"), chr(0b100101 + 0o77) + chr(0b10010 + 0o123) + chr(0b1000011 + 0o40) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111000)))(EaCjyhZptSer, KKFQISrGeiAm)
fastai/fastai
fastai/data_block.py
LabelList.set_item
def set_item(self,item): "For inference, will briefly replace the dataset with one that only contains `item`." self.item = self.x.process_one(item) yield None self.item = None
python
def set_item(self,item): "For inference, will briefly replace the dataset with one that only contains `item`." self.item = self.x.process_one(item) yield None self.item = None
[ "def", "set_item", "(", "self", ",", "item", ")", ":", "self", ".", "item", "=", "self", ".", "x", ".", "process_one", "(", "item", ")", "yield", "None", "self", ".", "item", "=", "None" ]
For inference, will briefly replace the dataset with one that only contains `item`.
[ "For", "inference", "will", "briefly", "replace", "the", "dataset", "with", "one", "that", "only", "contains", "item", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L596-L600
train
For inference will briefly replace the dataset with one that only contains item.
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(0b111 + 0o51) + chr(111) + chr(0b100101 + 0o15) + chr(0b110101) + chr(0b110110), 45557 - 45549), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(0b110000) + '\065', 25181 - 25173), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b100010 + 0o25) + chr(398 - 343), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + chr(0b0 + 0o61) + chr(0b110100) + '\062', 56483 - 56475), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(53) + chr(1387 - 1338), 0b1000), ehT0Px3KOsy9(chr(1439 - 1391) + chr(0b1101100 + 0o3) + chr(0b101101 + 0o5) + chr(1848 - 1800) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(3767 - 3656) + chr(50) + chr(49) + chr(0b110000), 22100 - 22092), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1054 - 1004) + chr(1435 - 1383) + chr(1221 - 1173), 1948 - 1940), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(54) + '\x35', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x34' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2178 - 2127) + chr(764 - 716) + '\065', 8), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(0b11011 + 0o30) + chr(54) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\066' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101100 + 0o3) + '\x31' + chr(1083 - 1028) + chr(2261 - 2210), 2201 - 2193), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1010 + 0o145) + '\063' + '\x30' + '\067', 35155 - 35147), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\x31' + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + '\x32' + chr(1547 - 1499) + chr(399 - 345), 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110010) + '\x30' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(3767 - 3656) + chr(0b110001) + chr(0b100001 + 0o17) + '\061', 17813 - 17805), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(1557 - 1507) + chr(803 - 749) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\x36' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1101 + 0o44) + '\066' + '\x34', 0b1000), ehT0Px3KOsy9(chr(1383 - 1335) + chr(2254 - 2143) + '\062' + chr(0b101111 + 0o7) + '\063', 8), ehT0Px3KOsy9('\060' + chr(12048 - 11937) + '\x32' + chr(49) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1569 - 1521) + chr(0b100000 + 0o117) + chr(2206 - 2154) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(1338 - 1283), 0o10), ehT0Px3KOsy9(chr(965 - 917) + chr(0b1101111) + chr(0b101000 + 0o11) + '\067' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10488 - 10377) + chr(0b110010) + chr(0b110011 + 0o2) + chr(0b110001), 39196 - 39188), ehT0Px3KOsy9('\x30' + chr(544 - 433) + chr(0b110010) + chr(1621 - 1570) + chr(0b1101 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6435 - 6324) + chr(1967 - 1918) + chr(0b1100 + 0o44) + chr(49), 8), ehT0Px3KOsy9('\060' + chr(0b100001 + 0o116) + '\x31' + chr(2137 - 2087) + '\x31', 0o10), ehT0Px3KOsy9(chr(613 - 565) + chr(0b1101111) + '\061' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(507 - 457) + '\063' + chr(2621 - 2568), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(0b10111 + 0o33) + chr(55), 45009 - 45001), ehT0Px3KOsy9(chr(228 - 180) + chr(111) + '\063' + chr(0b110111) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + '\x33', 31406 - 31398), ehT0Px3KOsy9(chr(557 - 509) + '\x6f' + '\061' + chr(382 - 332) + chr(0b11110 + 0o22), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(50) + '\x31' + chr(0b110010), 49932 - 49924), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11011 + 0o26) + '\x30' + chr(55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(7461 - 7350) + '\065' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x80'), chr(2394 - 2294) + chr(0b1100101) + '\143' + chr(6574 - 6463) + '\x64' + '\145')('\x75' + chr(0b1010100 + 0o40) + chr(2889 - 2787) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def YAATU8LPBVrq(oVre8I6UXc3b, N7j7ePTXzzI0): oVre8I6UXc3b.N7j7ePTXzzI0 = oVre8I6UXc3b.x.process_one(N7j7ePTXzzI0) yield None oVre8I6UXc3b.N7j7ePTXzzI0 = None
fastai/fastai
fastai/data_block.py
LabelList.to_df
def to_df(self)->None: "Create `pd.DataFrame` containing `items` from `self.x` and `self.y`." return pd.DataFrame(dict(x=self.x._relative_item_paths(), y=[str(o) for o in self.y]))
python
def to_df(self)->None: "Create `pd.DataFrame` containing `items` from `self.x` and `self.y`." return pd.DataFrame(dict(x=self.x._relative_item_paths(), y=[str(o) for o in self.y]))
[ "def", "to_df", "(", "self", ")", "->", "None", ":", "return", "pd", ".", "DataFrame", "(", "dict", "(", "x", "=", "self", ".", "x", ".", "_relative_item_paths", "(", ")", ",", "y", "=", "[", "str", "(", "o", ")", "for", "o", "in", "self", ".", "y", "]", ")", ")" ]
Create `pd.DataFrame` containing `items` from `self.x` and `self.y`.
[ "Create", "pd", ".", "DataFrame", "containing", "items", "from", "self", ".", "x", "and", "self", ".", "y", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L646-L648
train
Create pd. DataFrame containing items from self. x and self. y.
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(2237 - 2186) + '\062' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(230 - 179) + chr(2240 - 2191) + '\063', 10741 - 10733), ehT0Px3KOsy9(chr(1616 - 1568) + '\157' + chr(51), 2923 - 2915), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b1110 + 0o42) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(1288 - 1239) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(1538 - 1489) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(2491 - 2441) + chr(51) + '\066', 42473 - 42465), ehT0Px3KOsy9(chr(2075 - 2027) + chr(8023 - 7912) + chr(412 - 363) + '\x35' + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + '\x32' + chr(0b101010 + 0o12) + chr(418 - 370), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11111 + 0o120) + chr(1561 - 1511) + '\x36' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o26) + chr(0b110100) + chr(53), 58844 - 58836), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110110) + chr(1209 - 1161), ord("\x08")), ehT0Px3KOsy9(chr(942 - 894) + chr(2430 - 2319) + chr(419 - 368) + chr(0b110011) + chr(0b101 + 0o55), 65392 - 65384), ehT0Px3KOsy9('\x30' + chr(111) + chr(577 - 527) + chr(1700 - 1651) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o34) + '\061' + chr(0b100100 + 0o22), 37741 - 37733), ehT0Px3KOsy9('\060' + '\157' + chr(0b10111 + 0o33) + chr(53) + '\063', 37302 - 37294), ehT0Px3KOsy9('\x30' + '\157' + chr(52 - 0) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(958 - 910) + chr(0b1101111) + '\x32' + chr(0b110101) + chr(0b110010), 23183 - 23175), ehT0Px3KOsy9(chr(48) + chr(11758 - 11647) + '\x31' + chr(0b11011 + 0o33) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10 + 0o60) + chr(0b10000 + 0o42) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2053 - 2002) + chr(55) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11768 - 11657) + chr(0b110010) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101001 + 0o106) + '\x33' + '\063' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(2279 - 2225) + chr(0b11010 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\064' + chr(1366 - 1318), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(52) + chr(53), 50198 - 50190), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b110010) + chr(0b110111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(1768 - 1713) + '\061', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b110010) + chr(0b11010 + 0o27) + chr(0b10011 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x33' + chr(0b10111 + 0o34), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110101) + chr(0b10111 + 0o32), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101001 + 0o12) + chr(52) + chr(378 - 326), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b101000 + 0o11) + chr(0b1000 + 0o51) + '\060', 42688 - 42680), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b111 + 0o52) + chr(0b110000) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1935 - 1887) + '\x6f' + chr(0b110001) + '\x36' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1417 - 1364) + '\063', 19746 - 19738), ehT0Px3KOsy9('\060' + chr(12304 - 12193) + '\x33' + chr(0b101101 + 0o6) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9489 - 9378) + '\061' + chr(0b100010 + 0o21) + chr(2308 - 2254), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(1989 - 1941), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa'), chr(8452 - 8352) + chr(0b1100101) + '\143' + chr(3601 - 3490) + chr(0b1100100) + '\x65')('\165' + '\x74' + '\x66' + chr(947 - 902) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def xUNQRCvXaDah(oVre8I6UXc3b) -> None: return xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xaaw\xa7L\xbd\xff\x04\xc5'), chr(0b101100 + 0o70) + '\145' + chr(5420 - 5321) + chr(111) + '\x64' + chr(0b100111 + 0o76))(chr(0b1110101) + chr(0b1001000 + 0o54) + chr(2376 - 2274) + chr(780 - 735) + chr(0b100101 + 0o23)))(wLqBDw8l0eIm(x=xafqLlk3kkUe(oVre8I6UXc3b.x, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xb9f\xaak\xbb\xf7\x1f\xc5\xeb\x0cg\xd5\xb7\xd5>\xcaQ\xc2\x07'), chr(100) + '\145' + chr(0b110001 + 0o62) + chr(7239 - 7128) + chr(0b1001101 + 0o27) + chr(101))('\165' + chr(9370 - 9254) + chr(102) + '\x2d' + '\x38'))(), y=[M8_cKLkHVB2V(gb6ab8SSTLgq) for gb6ab8SSTLgq in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad'), chr(100) + chr(0b1100101) + '\x63' + chr(111) + chr(0b1011 + 0o131) + '\145')(chr(0b1010000 + 0o45) + '\x74' + chr(102) + chr(414 - 369) + chr(1932 - 1876)))]))
fastai/fastai
fastai/data_block.py
LabelList.to_csv
def to_csv(self, dest:str)->None: "Save `self.to_df()` to a CSV file in `self.path`/`dest`." self.to_df().to_csv(self.path/dest, index=False)
python
def to_csv(self, dest:str)->None: "Save `self.to_df()` to a CSV file in `self.path`/`dest`." self.to_df().to_csv(self.path/dest, index=False)
[ "def", "to_csv", "(", "self", ",", "dest", ":", "str", ")", "->", "None", ":", "self", ".", "to_df", "(", ")", ".", "to_csv", "(", "self", ".", "path", "/", "dest", ",", "index", "=", "False", ")" ]
Save `self.to_df()` to a CSV file in `self.path`/`dest`.
[ "Save", "self", ".", "to_df", "()", "to", "a", "CSV", "file", "in", "self", ".", "path", "/", "dest", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L650-L652
train
Save self. to_df to a CSV file in self. path / dest.
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' + '\061' + chr(54) + '\066', 0o10), ehT0Px3KOsy9(chr(591 - 543) + chr(0b1101111) + '\x33' + chr(0b100 + 0o54) + chr(1961 - 1910), 0b1000), ehT0Px3KOsy9('\060' + chr(8838 - 8727) + '\062' + chr(0b1110 + 0o44) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(1795 - 1745) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + '\063' + chr(1154 - 1105), 20177 - 20169), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\062' + chr(2482 - 2430) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(818 - 770) + '\x6f' + chr(0b100011 + 0o20) + chr(1490 - 1441) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1914 - 1866) + '\157' + chr(2534 - 2483) + '\061' + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(1222 - 1172) + chr(49) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(0b10100 + 0o37) + chr(0b110001) + chr(0b10100 + 0o43), 8), ehT0Px3KOsy9(chr(546 - 498) + chr(5213 - 5102) + chr(51) + chr(52) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100101 + 0o12) + chr(51) + '\063' + '\x36', 35653 - 35645), ehT0Px3KOsy9(chr(75 - 27) + chr(0b1101111) + chr(0b10001 + 0o42) + chr(0b110111) + '\065', 0o10), ehT0Px3KOsy9(chr(1764 - 1716) + chr(0b10010 + 0o135) + '\062' + '\x34' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + chr(0b11110 + 0o31), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(594 - 545) + chr(54) + '\x37', 15544 - 15536), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b110011) + chr(0b100100 + 0o17) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110001) + '\062', 24166 - 24158), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2770 - 2716) + chr(0b10010 + 0o40), 58999 - 58991), ehT0Px3KOsy9(chr(544 - 496) + chr(11691 - 11580) + chr(50) + chr(51) + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(683 - 629) + '\x33', 58820 - 58812), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(51) + chr(53) + chr(52), 55160 - 55152), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(0b110010) + chr(512 - 457) + chr(286 - 233), 43170 - 43162), ehT0Px3KOsy9('\060' + chr(111) + chr(406 - 356) + chr(0b110001) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(1089 - 1036) + '\x32', 47167 - 47159), ehT0Px3KOsy9('\060' + chr(5382 - 5271) + '\061' + '\x33' + chr(0b1010 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6847 - 6736) + chr(950 - 900) + chr(455 - 407) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(11577 - 11466) + chr(0b101 + 0o55) + chr(262 - 207) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(11432 - 11321) + chr(1208 - 1158) + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10 + 0o57) + chr(0b101101 + 0o5), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\062' + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101110 + 0o4) + chr(1369 - 1317) + chr(2504 - 2451), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1 + 0o61) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b100110 + 0o15) + '\x35' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(0b110001) + chr(2258 - 2208) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(11743 - 11632) + chr(1338 - 1284), 54200 - 54192), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b1101 + 0o46) + chr(1377 - 1325), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(1977 - 1928) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\067' + chr(0b1100 + 0o47), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + chr(0b100011 + 0o15), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'X'), chr(100) + chr(0b1100101) + chr(0b1011000 + 0o13) + '\157' + chr(0b111010 + 0o52) + '\x65')(chr(9963 - 9846) + '\164' + chr(102) + '\055' + chr(0b100001 + 0o27)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def gPaNuz9jBRxy(oVre8I6UXc3b, r6aMMPMZwN9t) -> None: xafqLlk3kkUe(oVre8I6UXc3b.to_df(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xac\xce\xf1j\xd3'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b100 + 0o153) + '\144' + chr(0b101000 + 0o75))(chr(11686 - 11569) + chr(10044 - 9928) + chr(102) + chr(0b11 + 0o52) + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xa2\xe5\xfa'), '\x64' + '\145' + '\x63' + chr(0b111000 + 0o67) + chr(100) + chr(101))(chr(4102 - 3985) + chr(0b1011111 + 0o25) + chr(0b1100110) + chr(0b101101) + chr(56))) / r6aMMPMZwN9t, index=ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 0o10))
fastai/fastai
fastai/data_block.py
LabelList.get_state
def get_state(self, **kwargs): "Return the minimal state for export." state = {'x_cls':self.x.__class__, 'x_proc':self.x.processor, 'y_cls':self.y.__class__, 'y_proc':self.y.processor, 'tfms':self.tfms, 'tfm_y':self.tfm_y, 'tfmargs':self.tfmargs} if hasattr(self, 'tfms_y'): state['tfms_y'] = self.tfms_y if hasattr(self, 'tfmargs_y'): state['tfmargs_y'] = self.tfmargs_y return {**state, **kwargs}
python
def get_state(self, **kwargs): "Return the minimal state for export." state = {'x_cls':self.x.__class__, 'x_proc':self.x.processor, 'y_cls':self.y.__class__, 'y_proc':self.y.processor, 'tfms':self.tfms, 'tfm_y':self.tfm_y, 'tfmargs':self.tfmargs} if hasattr(self, 'tfms_y'): state['tfms_y'] = self.tfms_y if hasattr(self, 'tfmargs_y'): state['tfmargs_y'] = self.tfmargs_y return {**state, **kwargs}
[ "def", "get_state", "(", "self", ",", "*", "*", "kwargs", ")", ":", "state", "=", "{", "'x_cls'", ":", "self", ".", "x", ".", "__class__", ",", "'x_proc'", ":", "self", ".", "x", ".", "processor", ",", "'y_cls'", ":", "self", ".", "y", ".", "__class__", ",", "'y_proc'", ":", "self", ".", "y", ".", "processor", ",", "'tfms'", ":", "self", ".", "tfms", ",", "'tfm_y'", ":", "self", ".", "tfm_y", ",", "'tfmargs'", ":", "self", ".", "tfmargs", "}", "if", "hasattr", "(", "self", ",", "'tfms_y'", ")", ":", "state", "[", "'tfms_y'", "]", "=", "self", ".", "tfms_y", "if", "hasattr", "(", "self", ",", "'tfmargs_y'", ")", ":", "state", "[", "'tfmargs_y'", "]", "=", "self", ".", "tfmargs_y", "return", "{", "*", "*", "state", ",", "*", "*", "kwargs", "}" ]
Return the minimal state for export.
[ "Return", "the", "minimal", "state", "for", "export", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L654-L661
train
Return the minimal state for export.
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(0b101101 + 0o3) + '\157' + chr(1440 - 1385) + chr(1164 - 1116), 0b1000), ehT0Px3KOsy9(chr(48) + chr(10420 - 10309) + chr(2226 - 2176) + chr(566 - 516) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1110 + 0o44) + '\x33' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + chr(51) + chr(52) + chr(0b110010), 59602 - 59594), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1000110 + 0o51) + '\x32' + chr(53) + chr(782 - 734), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1365 - 1314) + chr(0b110001) + chr(1596 - 1546), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x37' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(1636 - 1585) + chr(0b0 + 0o61), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(52) + chr(1154 - 1105), 6790 - 6782), ehT0Px3KOsy9(chr(0b110000) + chr(0b110100 + 0o73) + chr(0b10110 + 0o34) + '\062' + chr(51), 24620 - 24612), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\x31' + chr(293 - 245) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11001 + 0o32) + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110111) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b110100) + chr(1657 - 1609), 0b1000), ehT0Px3KOsy9('\x30' + chr(11166 - 11055) + chr(507 - 455) + chr(1722 - 1674), 37929 - 37921), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100000 + 0o22) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\x36' + chr(0b11100 + 0o31), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000001 + 0o56) + chr(50) + '\x36', 14775 - 14767), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\x36' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x31' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5605 - 5494) + chr(0b110100) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(1705 - 1594) + chr(1780 - 1730) + chr(0b110101) + chr(732 - 677), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + chr(2179 - 2129) + chr(50) + chr(52), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\065' + chr(901 - 850), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b110001) + chr(54) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(2091 - 2043) + chr(11045 - 10934) + chr(1134 - 1084) + chr(0b110011) + chr(789 - 735), 0o10), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + '\x31' + chr(52) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + '\x31' + '\x34' + '\x33', 28297 - 28289), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\067' + chr(0b100001 + 0o20), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5547 - 5436) + chr(50) + chr(2351 - 2301) + chr(2028 - 1980), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b110100 + 0o1) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(349 - 298) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b11000 + 0o37) + chr(0b110010), 23169 - 23161), ehT0Px3KOsy9('\x30' + chr(2330 - 2219) + chr(2393 - 2338) + chr(2414 - 2364), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1546 - 1496) + '\063' + chr(0b10110 + 0o33), 8), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x31' + '\x37', 0o10), ehT0Px3KOsy9(chr(929 - 881) + chr(111) + '\x32' + '\x34' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1401 - 1353) + chr(111) + chr(2023 - 1974) + chr(0b0 + 0o65) + '\067', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(11192 - 11081) + chr(0b110101) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), chr(0b1100100) + '\145' + chr(7814 - 7715) + chr(111) + chr(0b10 + 0o142) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + chr(0b101101 + 0o0) + chr(0b1010 + 0o56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def MDU3kry3LLAm(oVre8I6UXc3b, **M8EIoTs2GJXE): KKFQISrGeiAm = {xafqLlk3kkUe(SXOLrMavuUCe(b'@\xcb\xfa\x8e\xdb'), chr(0b10101 + 0o117) + chr(101) + chr(6849 - 6750) + '\x6f' + '\x64' + chr(0b11111 + 0o106))(chr(117) + chr(0b11010 + 0o132) + '\146' + '\055' + '\070'): oVre8I6UXc3b.x.Cy0pDit0ZG3R, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xcb\xe9\x90\xc7\xa9'), chr(0b111011 + 0o51) + '\x65' + '\143' + chr(0b1000000 + 0o57) + '\144' + chr(6945 - 6844))(chr(0b1 + 0o164) + chr(0b1010101 + 0o37) + chr(102) + chr(239 - 194) + chr(56)): oVre8I6UXc3b.x.Qv_npqgRBB71, xafqLlk3kkUe(SXOLrMavuUCe(b'A\xcb\xfa\x8e\xdb'), '\144' + chr(0b1010100 + 0o21) + chr(0b1011111 + 0o4) + chr(111) + chr(100) + chr(0b1001111 + 0o26))(chr(0b1110101) + chr(0b1110100) + chr(10270 - 10168) + chr(0b100011 + 0o12) + chr(0b111000)): oVre8I6UXc3b.y.Cy0pDit0ZG3R, xafqLlk3kkUe(SXOLrMavuUCe(b'A\xcb\xe9\x90\xc7\xa9'), chr(0b1100100) + chr(2070 - 1969) + chr(0b1100011) + chr(111) + '\144' + chr(0b1001101 + 0o30))('\165' + chr(116) + chr(102) + chr(45) + chr(0b110001 + 0o7)): oVre8I6UXc3b.y.Qv_npqgRBB71, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\x91'), chr(100) + chr(9298 - 9197) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\x65')(chr(1409 - 1292) + chr(0b1110100) + chr(0b1010100 + 0o22) + chr(0b101101) + chr(3027 - 2971)): oVre8I6UXc3b.tfms, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\xbd\xd1'), chr(100) + '\x65' + chr(0b1000101 + 0o36) + chr(0b1101111) + chr(100) + chr(101))(chr(0b110010 + 0o103) + chr(2741 - 2625) + '\146' + chr(0b10111 + 0o26) + '\070'): oVre8I6UXc3b.tfm_y, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\x83\xda\xadI'), chr(5499 - 5399) + chr(0b1100101) + chr(0b11011 + 0o110) + chr(0b1101111) + chr(7006 - 6906) + chr(8068 - 7967))(chr(117) + '\164' + chr(102) + chr(1040 - 995) + '\070'): oVre8I6UXc3b.tfmargs} if lot1PSoAwYhj(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\x91\xf7\xb3'), '\144' + chr(1414 - 1313) + chr(0b100011 + 0o100) + chr(111) + chr(0b10011 + 0o121) + chr(0b1100101))('\165' + chr(11123 - 11007) + chr(0b101000 + 0o76) + '\055' + chr(1509 - 1453))): KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\x91\xf7\xb3'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b1100000 + 0o4) + chr(0b1100101))('\165' + chr(116) + chr(0b10100 + 0o122) + chr(0b101101) + chr(0b110000 + 0o10))] = oVre8I6UXc3b.tfms_y if lot1PSoAwYhj(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\x83\xda\xadI\xc6\x18'), chr(100) + '\x65' + chr(0b1100011) + '\157' + chr(8736 - 8636) + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(941 - 896) + chr(0b111000))): KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf2\xf4\x83\xda\xadI\xc6\x18'), '\144' + chr(0b1100101) + '\x63' + chr(111) + chr(0b1011001 + 0o13) + '\145')('\165' + chr(4825 - 4709) + chr(102) + chr(1349 - 1304) + '\070')] = oVre8I6UXc3b.tfmargs_y return {**KKFQISrGeiAm, **M8EIoTs2GJXE}
fastai/fastai
fastai/data_block.py
LabelList.export
def export(self, fn:PathOrStr, **kwargs): "Export the minimal state and save it in `fn` to load an empty version for inference." pickle.dump(self.get_state(**kwargs), open(fn, 'wb'))
python
def export(self, fn:PathOrStr, **kwargs): "Export the minimal state and save it in `fn` to load an empty version for inference." pickle.dump(self.get_state(**kwargs), open(fn, 'wb'))
[ "def", "export", "(", "self", ",", "fn", ":", "PathOrStr", ",", "*", "*", "kwargs", ")", ":", "pickle", ".", "dump", "(", "self", ".", "get_state", "(", "*", "*", "kwargs", ")", ",", "open", "(", "fn", ",", "'wb'", ")", ")" ]
Export the minimal state and save it in `fn` to load an empty version for inference.
[ "Export", "the", "minimal", "state", "and", "save", "it", "in", "fn", "to", "load", "an", "empty", "version", "for", "inference", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L663-L665
train
Export the minimal state and save it in fn to load an empty version for inference.
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(0b11001 + 0o126) + chr(0b110010) + chr(2886 - 2831) + chr(0b110110), 27816 - 27808), ehT0Px3KOsy9(chr(1956 - 1908) + chr(0b1001110 + 0o41) + chr(646 - 595) + chr(352 - 304) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\x30' + chr(0b110001), 45827 - 45819), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b1111 + 0o43) + chr(0b1000 + 0o57), 40230 - 40222), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b100110 + 0o21) + chr(436 - 384), ord("\x08")), ehT0Px3KOsy9(chr(1842 - 1794) + chr(0b1001111 + 0o40) + '\062' + '\x30' + chr(2181 - 2133), 44974 - 44966), ehT0Px3KOsy9(chr(1240 - 1192) + chr(111) + chr(65 - 16) + '\061' + chr(239 - 187), 44045 - 44037), ehT0Px3KOsy9(chr(48) + chr(11457 - 11346) + chr(0b11101 + 0o26) + chr(48) + chr(0b10 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1010010 + 0o35) + chr(1391 - 1340) + chr(0b101100 + 0o12) + chr(819 - 769), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7828 - 7717) + chr(0b10011 + 0o36) + chr(2182 - 2127), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b110001) + '\062' + chr(0b110001), 38196 - 38188), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\061' + '\063', 12746 - 12738), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(11531 - 11420) + chr(51) + chr(0b110100) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\x33' + '\x36' + chr(139 - 89), 8), ehT0Px3KOsy9(chr(592 - 544) + chr(0b111010 + 0o65) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(920 - 871) + chr(0b100100 + 0o14) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(2021 - 1970) + chr(0b110101) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\061' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1974 - 1926) + '\157' + '\x33' + '\x37' + chr(1253 - 1205), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(1317 - 1262) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(593 - 545) + chr(0b1101111) + chr(0b11100 + 0o32) + chr(0b10010 + 0o45), 24916 - 24908), ehT0Px3KOsy9('\x30' + chr(111) + chr(1510 - 1461) + chr(0b101011 + 0o14) + chr(0b100001 + 0o24), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b10 + 0o62) + chr(2433 - 2379), 45623 - 45615), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10000 + 0o42) + '\x31' + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(329 - 274) + chr(643 - 595), 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + chr(51) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\063' + chr(1243 - 1189), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(49) + chr(48) + chr(159 - 106), 26774 - 26766), ehT0Px3KOsy9(chr(1499 - 1451) + chr(0b111101 + 0o62) + chr(0b101100 + 0o5) + '\064' + chr(0b110001), 466 - 458), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110001) + '\x30', 36437 - 36429), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + chr(0b10111 + 0o34) + '\x30' + chr(671 - 616), 20939 - 20931), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(1052 - 941) + chr(0b100 + 0o57) + '\062' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(0b11100 + 0o32) + chr(827 - 777), 46323 - 46315), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(285 - 236) + chr(55) + chr(0b1101 + 0o43), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\061' + chr(1623 - 1569), 30824 - 30816), ehT0Px3KOsy9(chr(0b110000) + chr(1233 - 1122) + chr(1991 - 1941) + chr(53) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3344 - 3233) + '\062' + chr(650 - 598) + chr(0b101 + 0o54), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b1111 + 0o43) + '\x32' + '\066', 11604 - 11596), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110011) + '\067', 15674 - 15666), ehT0Px3KOsy9('\x30' + '\x6f' + chr(434 - 383) + '\060' + chr(0b110101), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(2268 - 2215) + chr(0b101001 + 0o7), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x90'), chr(0b1100100) + '\145' + chr(7674 - 7575) + chr(5365 - 5254) + chr(0b1000110 + 0o36) + chr(0b100001 + 0o104))('\165' + chr(0b1110100) + chr(0b100101 + 0o101) + chr(0b101101 + 0o0) + chr(0b10100 + 0o44)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def X6gO1f_c_Lwv(oVre8I6UXc3b, wDsB9Ho570J9, **M8EIoTs2GJXE): xafqLlk3kkUe(b1Ng5DsPF9ZY, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda\xb6\xec\xa7'), '\144' + chr(101) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(0b11100 + 0o131) + chr(10496 - 10380) + chr(0b1000000 + 0o46) + '\055' + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xa6\xf5\x88\x8f\xf4-\xb1\x97'), '\x64' + '\145' + chr(5532 - 5433) + chr(111) + chr(5094 - 4994) + '\x65')(chr(0b1110101) + chr(625 - 509) + '\x66' + '\055' + '\070'))(**M8EIoTs2GJXE), _fwkIVCGgtAN(wDsB9Ho570J9, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc9\xa1'), chr(0b1010101 + 0o17) + chr(1493 - 1392) + '\143' + '\x6f' + '\144' + chr(101))(chr(1069 - 952) + chr(0b1110001 + 0o3) + '\146' + chr(0b100110 + 0o7) + chr(1826 - 1770))))
fastai/fastai
fastai/data_block.py
LabelList.load_empty
def load_empty(cls, path:PathOrStr, fn:PathOrStr): "Load the state in `fn` to create an empty `LabelList` for inference." return cls.load_state(path, pickle.load(open(Path(path)/fn, 'rb')))
python
def load_empty(cls, path:PathOrStr, fn:PathOrStr): "Load the state in `fn` to create an empty `LabelList` for inference." return cls.load_state(path, pickle.load(open(Path(path)/fn, 'rb')))
[ "def", "load_empty", "(", "cls", ",", "path", ":", "PathOrStr", ",", "fn", ":", "PathOrStr", ")", ":", "return", "cls", ".", "load_state", "(", "path", ",", "pickle", ".", "load", "(", "open", "(", "Path", "(", "path", ")", "/", "fn", ",", "'rb'", ")", ")", ")" ]
Load the state in `fn` to create an empty `LabelList` for inference.
[ "Load", "the", "state", "in", "fn", "to", "create", "an", "empty", "LabelList", "for", "inference", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L668-L670
train
Load the state in fn to create an empty LabelList for inference.
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(1628 - 1579) + chr(0b110110) + chr(0b101111 + 0o10), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(55) + chr(857 - 803), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(51) + chr(0b110010), 2579 - 2571), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(49) + chr(0b100011 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(1176 - 1127) + '\061', 40204 - 40196), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1100101 + 0o12) + '\x31' + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(48), 33468 - 33460), ehT0Px3KOsy9(chr(746 - 698) + '\157' + '\063' + chr(55) + chr(0b110100 + 0o2), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x36' + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111101 + 0o62) + chr(0b110001) + chr(48) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b1101 + 0o47) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1761 - 1650) + chr(49) + chr(770 - 718) + chr(51), 23401 - 23393), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110010) + chr(0b1011 + 0o51), 28804 - 28796), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b10001 + 0o37) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(51) + '\x30' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x31' + chr(867 - 812), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10110 + 0o35) + chr(0b0 + 0o60) + chr(0b11111 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(1100 - 1052) + chr(11518 - 11407) + '\x32' + '\x34' + chr(1711 - 1660), 58251 - 58243), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110100) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11101 + 0o30), 14266 - 14258), ehT0Px3KOsy9(chr(1652 - 1604) + chr(111) + chr(0b110001) + chr(0b110001) + chr(288 - 238), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\066' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b10010 + 0o135) + chr(0b110011) + chr(0b110011) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(0b110001) + chr(828 - 776) + '\x30', 17971 - 17963), ehT0Px3KOsy9('\x30' + chr(111) + chr(1448 - 1397) + '\063' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(50) + chr(54) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + '\063' + '\x31' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1065 - 1016) + chr(2140 - 2092), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(1182 - 1127) + '\x36', 8), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(0b110010) + chr(0b100010 + 0o23) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10001 + 0o136) + chr(49) + chr(55) + chr(1987 - 1937), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1110 + 0o43) + chr(1671 - 1621) + chr(141 - 90), 20032 - 20024), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b110001 + 0o76) + chr(51) + '\065' + chr(2293 - 2245), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(320 - 265) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(606 - 558) + chr(7196 - 7085) + chr(50) + chr(0b110000) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2221 - 2171) + '\x37' + chr(0b10010 + 0o41), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111110 + 0o61) + chr(613 - 562) + chr(0b110011) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + chr(837 - 786) + '\x30' + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(0b11010 + 0o30) + '\063' + '\060', 11205 - 11197), ehT0Px3KOsy9('\060' + '\157' + '\063' + '\x36' + '\x37', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + chr(0b1010 + 0o53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Y'), chr(0b1100000 + 0o4) + '\x65' + chr(8006 - 7907) + chr(12258 - 12147) + chr(100) + '\145')(chr(0b1110101) + '\x74' + chr(4666 - 4564) + chr(0b100100 + 0o11) + chr(334 - 278)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def EpQ2rZTFykaD(NSstowUUZlxS, EaCjyhZptSer, wDsB9Ho570J9): return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b\x11\xbbh\x96-t\x9fF"'), chr(0b101001 + 0o73) + chr(9227 - 9126) + chr(1795 - 1696) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(0b1110100) + chr(4907 - 4805) + chr(613 - 568) + '\x38'))(EaCjyhZptSer, xafqLlk3kkUe(b1Ng5DsPF9ZY, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\x06\xaeh\x98\x13e\x97E\r;)'), chr(100) + '\x65' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(7239 - 7122) + chr(0b1110100) + chr(2319 - 2217) + chr(0b101101) + chr(0b10001 + 0o47)))(_fwkIVCGgtAN(HiPOQr0Cdorg(EaCjyhZptSer) / wDsB9Ho570J9, xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\x1c'), chr(4947 - 4847) + '\145' + chr(0b1100011) + chr(1054 - 943) + chr(0b1011001 + 0o13) + chr(0b110011 + 0o62))('\x75' + chr(0b1110100) + chr(3705 - 3603) + chr(0b101101) + chr(3116 - 3060)))))
fastai/fastai
fastai/data_block.py
LabelList.load_state
def load_state(cls, path:PathOrStr, state:dict) -> 'LabelList': "Create a `LabelList` from `state`." x = state['x_cls']([], path=path, processor=state['x_proc'], ignore_empty=True) y = state['y_cls']([], path=path, processor=state['y_proc'], ignore_empty=True) res = cls(x, y, tfms=state['tfms'], tfm_y=state['tfm_y'], **state['tfmargs']).process() if state.get('tfms_y', False): res.tfms_y = state['tfms_y'] if state.get('tfmargs_y', False): res.tfmargs_y = state['tfmargs_y'] if state.get('normalize', False): res.normalize = state['normalize'] return res
python
def load_state(cls, path:PathOrStr, state:dict) -> 'LabelList': "Create a `LabelList` from `state`." x = state['x_cls']([], path=path, processor=state['x_proc'], ignore_empty=True) y = state['y_cls']([], path=path, processor=state['y_proc'], ignore_empty=True) res = cls(x, y, tfms=state['tfms'], tfm_y=state['tfm_y'], **state['tfmargs']).process() if state.get('tfms_y', False): res.tfms_y = state['tfms_y'] if state.get('tfmargs_y', False): res.tfmargs_y = state['tfmargs_y'] if state.get('normalize', False): res.normalize = state['normalize'] return res
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Create a `LabelList` from `state`.
[ "Create", "a", "LabelList", "from", "state", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L673-L681
train
Create a LabelList from state.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(54), 11411 - 11403), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(2234 - 2180) + chr(0b1011 + 0o54), 13273 - 13265), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(2200 - 2147) + chr(0b100110 + 0o13), 3983 - 3975), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(53) + chr(910 - 857), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\x31' + chr(1889 - 1841), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o40) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110001) + chr(0b110010), 33009 - 33001), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + '\x31' + chr(0b110001) + chr(1311 - 1262), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101100 + 0o103) + chr(0b110010) + chr(704 - 652) + chr(2187 - 2138), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\060' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b10100 + 0o35) + chr(726 - 677) + '\x32', 40396 - 40388), ehT0Px3KOsy9('\x30' + chr(111) + chr(136 - 87) + chr(54) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x35' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1010110 + 0o31) + chr(0b110001) + '\063' + chr(1695 - 1641), 40072 - 40064), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(692 - 642) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100 + 0o57) + chr(0b1101 + 0o47) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(7031 - 6920) + '\067' + '\x34', 0b1000), ehT0Px3KOsy9(chr(807 - 759) + chr(10008 - 9897) + chr(466 - 415) + '\064' + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2568 - 2517) + chr(0b10010 + 0o42) + chr(53), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(54) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110100) + chr(0b11101 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(339 - 288) + '\067' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(9571 - 9460) + '\x35' + '\065', 44743 - 44735), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x36' + chr(49), 38271 - 38263), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b110011) + chr(0b1110 + 0o44) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(6025 - 5914) + chr(600 - 551) + '\062' + '\066', 0b1000), ehT0Px3KOsy9(chr(1095 - 1047) + '\x6f' + '\066' + chr(0b110010), 39219 - 39211), ehT0Px3KOsy9(chr(1404 - 1356) + chr(661 - 550) + '\x31' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b11 + 0o56) + '\x32' + chr(770 - 715), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\061' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(664 - 615) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(2384 - 2333) + chr(682 - 634), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(977 - 866) + '\x31' + '\065' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(2487 - 2376) + chr(0b10000 + 0o42) + '\062' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(50) + '\066' + chr(0b100110 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1302 - 1252) + chr(0b110100 + 0o0) + '\061', 8), ehT0Px3KOsy9(chr(85 - 37) + chr(11307 - 11196) + chr(0b10001 + 0o41) + chr(0b101010 + 0o10) + chr(0b10 + 0o65), 0o10), ehT0Px3KOsy9(chr(1689 - 1641) + '\x6f' + '\x32' + chr(0b110111) + '\x34', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + '\x30', 8264 - 8256)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'8'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(9739 - 9628) + '\x64' + '\145')('\165' + chr(116) + '\x66' + chr(0b1010 + 0o43) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZzsQ3FazFjdB(NSstowUUZlxS, EaCjyhZptSer, KKFQISrGeiAm) -> xafqLlk3kkUe(SXOLrMavuUCe(b'Z\x96K\xc8\xe4b\xe3:\xd5'), chr(6169 - 6069) + '\x65' + '\143' + chr(0b10011 + 0o134) + '\x64' + chr(0b1100010 + 0o3))(chr(6078 - 5961) + chr(116) + chr(0b1010010 + 0o24) + chr(0b10010 + 0o33) + '\070'): OeWW0F1dBPRQ = KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'n\xa8J\xc1\xfb'), chr(100) + '\x65' + chr(2007 - 1908) + chr(0b1101111) + chr(0b1010111 + 0o15) + chr(101))(chr(8372 - 8255) + '\164' + chr(102) + chr(45) + chr(56))]([], path=EaCjyhZptSer, processor=KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'n\xa8Y\xdf\xe7M'), '\144' + chr(101) + '\143' + chr(0b10 + 0o155) + chr(100) + '\145')('\x75' + chr(0b1110100) + chr(102) + '\055' + '\x38')], ignore_empty=ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + '\061', ord("\x08"))) SqiSOtYOqOJH = KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'o\xa8J\xc1\xfb'), chr(100) + '\x65' + chr(7905 - 7806) + '\x6f' + chr(0b11010 + 0o112) + '\145')(chr(0b1110101) + chr(0b100 + 0o160) + '\x66' + '\x2d' + chr(3110 - 3054))]([], path=EaCjyhZptSer, processor=KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'o\xa8Y\xdf\xe7M'), chr(100) + '\145' + '\x63' + chr(0b1101111) + chr(100) + chr(2233 - 2132))(chr(117) + chr(0b1110100) + '\146' + chr(1797 - 1752) + chr(56))], ignore_empty=ehT0Px3KOsy9(chr(0b110000) + chr(3656 - 3545) + '\x31', 8)) MsbwfslwLjRO = NSstowUUZlxS(OeWW0F1dBPRQ, SqiSOtYOqOJH, tfms=KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xde'), chr(0b1011 + 0o131) + '\x65' + '\143' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(13084 - 12967) + '\164' + '\146' + chr(45) + chr(0b111000))], tfm_y=KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xf2\xf1'), '\x64' + chr(7118 - 7017) + chr(0b1001010 + 0o31) + '\157' + chr(0b101101 + 0o67) + chr(5616 - 5515))(chr(117) + chr(0b1110100) + chr(0b1 + 0o145) + '\x2d' + '\070')], **KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xcc\xfaI\xf9'), chr(100) + chr(101) + '\x63' + '\157' + chr(100) + chr(0b1100101))(chr(0b10010 + 0o143) + '\x74' + chr(102) + '\055' + '\070')]).process() if xafqLlk3kkUe(KKFQISrGeiAm, xafqLlk3kkUe(SXOLrMavuUCe(b'q\x92]'), '\144' + chr(0b1100101) + chr(0b101000 + 0o73) + chr(111) + chr(0b1100100) + '\145')(chr(0b1101011 + 0o12) + chr(10336 - 10220) + chr(5096 - 4994) + chr(474 - 429) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xde\xd7W'), chr(100) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b11110 + 0o107))(chr(6429 - 6312) + chr(0b1110100) + '\x66' + chr(0b101101) + chr(1336 - 1280)), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(749 - 701), 0b1000)): MsbwfslwLjRO.GIppm7VmNGoT = KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xde\xd7W'), chr(4092 - 3992) + chr(5922 - 5821) + chr(99) + chr(9860 - 9749) + chr(0b1001001 + 0o33) + '\145')('\x75' + chr(11131 - 11015) + '\x66' + chr(45) + '\070')] if xafqLlk3kkUe(KKFQISrGeiAm, xafqLlk3kkUe(SXOLrMavuUCe(b'q\x92]'), '\x64' + chr(0b11101 + 0o110) + '\143' + chr(6903 - 6792) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(2595 - 2479) + chr(102) + '\055' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xcc\xfaI\xf9\x16\xd8'), '\x64' + '\x65' + '\x63' + '\x6f' + chr(0b1000001 + 0o43) + chr(101))(chr(0b1110101) + chr(0b11010 + 0o132) + chr(5860 - 5758) + chr(1100 - 1055) + chr(920 - 864)), ehT0Px3KOsy9(chr(48) + '\157' + chr(422 - 374), 8)): MsbwfslwLjRO.nwCxX0eX0QqI = KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'b\x91D\xcc\xfaI\xf9\x16\xd8'), chr(0b1100100) + chr(7759 - 7658) + chr(0b101000 + 0o73) + '\157' + '\144' + '\145')('\165' + chr(0b1110100) + '\146' + chr(1494 - 1449) + chr(56))] if xafqLlk3kkUe(KKFQISrGeiAm, xafqLlk3kkUe(SXOLrMavuUCe(b'q\x92]'), chr(0b1011000 + 0o14) + chr(101) + chr(0b1100011) + '\x6f' + '\x64' + '\x65')('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b110001 + 0o7)))(xafqLlk3kkUe(SXOLrMavuUCe(b'x\x98[\xc0\xe9B\xe33\xc4'), chr(0b1100100) + chr(101) + '\143' + chr(3125 - 3014) + chr(222 - 122) + chr(0b1100101 + 0o0))('\x75' + '\x74' + '\146' + chr(0b101101) + chr(0b111000)), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x30', 8)): MsbwfslwLjRO.IOBK62gJSlOh = KKFQISrGeiAm[xafqLlk3kkUe(SXOLrMavuUCe(b'x\x98[\xc0\xe9B\xe33\xc4'), '\144' + chr(101) + chr(172 - 73) + chr(111) + chr(100) + '\145')(chr(0b1001011 + 0o52) + chr(0b1110100) + '\x66' + chr(45) + '\070')] return MsbwfslwLjRO
fastai/fastai
fastai/data_block.py
LabelList.process
def process(self, xp:PreProcessor=None, yp:PreProcessor=None, name:str=None): "Launch the processing on `self.x` and `self.y` with `xp` and `yp`." self.y.process(yp) if getattr(self.y, 'filter_missing_y', False): filt = array([o is None for o in self.y.items]) if filt.sum()>0: #Warnings are given later since progress_bar might make them disappear. self.warn = f"You are labelling your items with {self.y.__class__.__name__}.\n" self.warn += f"Your {name} set contained the following unknown labels, the corresponding items have been discarded.\n" for p in self.y.processor: if len(getattr(p, 'warns', [])) > 0: warnings = list(set(p.warns)) self.warn += ', '.join(warnings[:5]) if len(warnings) > 5: self.warn += "..." p.warns = [] self.x,self.y = self.x[~filt],self.y[~filt] self.x.process(xp) return self
python
def process(self, xp:PreProcessor=None, yp:PreProcessor=None, name:str=None): "Launch the processing on `self.x` and `self.y` with `xp` and `yp`." self.y.process(yp) if getattr(self.y, 'filter_missing_y', False): filt = array([o is None for o in self.y.items]) if filt.sum()>0: #Warnings are given later since progress_bar might make them disappear. self.warn = f"You are labelling your items with {self.y.__class__.__name__}.\n" self.warn += f"Your {name} set contained the following unknown labels, the corresponding items have been discarded.\n" for p in self.y.processor: if len(getattr(p, 'warns', [])) > 0: warnings = list(set(p.warns)) self.warn += ', '.join(warnings[:5]) if len(warnings) > 5: self.warn += "..." p.warns = [] self.x,self.y = self.x[~filt],self.y[~filt] self.x.process(xp) return self
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Launch the processing on `self.x` and `self.y` with `xp` and `yp`.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L683-L700
train
Launch the processing on self. x and self. y with xp and yp.
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) + chr(1002 - 951) + chr(50) + chr(928 - 880), 0b1000), ehT0Px3KOsy9(chr(1569 - 1521) + chr(111) + '\062' + chr(0b110001), 2838 - 2830), ehT0Px3KOsy9(chr(1121 - 1073) + '\157' + '\063' + chr(0b110101) + chr(0b101010 + 0o12), 60972 - 60964), ehT0Px3KOsy9('\x30' + chr(6043 - 5932) + chr(853 - 799) + '\x31', 42569 - 42561), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\062' + '\x36', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\067' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1088 - 1039) + '\067' + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(1618 - 1570) + chr(0b110011 + 0o74) + chr(914 - 863) + '\x34' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2144 - 2096) + chr(0b101100 + 0o103) + '\062' + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(0b11000 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b100000 + 0o117) + '\x33' + chr(54) + chr(55), 58029 - 58021), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(892 - 842) + chr(49) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1011110 + 0o21) + chr(0b110100) + '\x35', 0o10), ehT0Px3KOsy9(chr(912 - 864) + '\157' + '\x33' + chr(54), 62387 - 62379), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b110010) + '\x37', 54098 - 54090), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(54) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b10101 + 0o132) + '\x32' + chr(0b1100 + 0o47) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(5029 - 4918) + chr(55) + '\065', 46779 - 46771), ehT0Px3KOsy9(chr(1571 - 1523) + '\157' + '\061' + chr(0b110101) + chr(0b1010 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\061' + '\064' + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(1345 - 1297), 8), ehT0Px3KOsy9(chr(1909 - 1861) + chr(111) + chr(50) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(204 - 156) + chr(111) + chr(0b110011) + '\x33' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(805 - 757) + chr(0b10000 + 0o137) + chr(87 - 37) + chr(0b101111 + 0o2) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(10556 - 10445) + '\x31' + '\064' + chr(1253 - 1203), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101011 + 0o6) + chr(247 - 193) + chr(0b101111 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100 + 0o153) + chr(0b110001) + '\065' + '\x36', 62619 - 62611), ehT0Px3KOsy9(chr(1702 - 1654) + chr(0b1101111) + '\061' + '\060' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1239 - 1191) + chr(111) + chr(0b110001) + chr(2300 - 2246), 44240 - 44232), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(54), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010 + 0o3) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(1813 - 1702) + '\064' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(0b110010) + '\067' + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\065' + '\x37', 31636 - 31628), ehT0Px3KOsy9(chr(2096 - 2048) + '\x6f' + chr(862 - 812) + chr(53) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(2129 - 2081) + chr(111) + '\062' + '\065' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(8210 - 8099) + '\062' + '\065' + chr(54), 26383 - 26375), ehT0Px3KOsy9(chr(1135 - 1087) + '\x6f' + '\x34' + chr(661 - 612), 36115 - 36107)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(406 - 353) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe'), chr(0b110100 + 0o60) + chr(0b1100101) + '\143' + chr(10092 - 9981) + '\144' + chr(0b1100 + 0o131))(chr(2268 - 2151) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ZaphbO0J_dPn(oVre8I6UXc3b, tqcEYHxdZQ5q=None, DxBNb3_SD8Bm=None, AIvJRzLdDfgF=None): xafqLlk3kkUe(oVre8I6UXc3b.y, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0c\x83R3\x08\x0f'), chr(4168 - 4068) + chr(0b111101 + 0o50) + chr(5105 - 5006) + chr(111) + '\144' + chr(7847 - 7746))('\x75' + chr(116) + chr(102) + chr(1694 - 1649) + chr(0b11110 + 0o32)))(DxBNb3_SD8Bm) if xafqLlk3kkUe(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9'), chr(0b1010001 + 0o23) + '\145' + chr(0b1010101 + 0o16) + chr(0b1101111) + chr(100) + chr(6734 - 6633))('\165' + '\x74' + chr(3060 - 2958) + chr(45) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xb6x\x80E3\t#\x8b\xf8s\x84\xe3KyH\x0b'), chr(100) + '\145' + chr(0b1100011) + '\157' + chr(6973 - 6873) + chr(101))('\165' + '\x74' + chr(102) + '\x2d' + '\070'), ehT0Px3KOsy9(chr(0b110000) + chr(6453 - 6342) + '\x30', 8)): Xlg9POiJK7nC = B0ePDhpqxN5n([gb6ab8SSTLgq is None for gb6ab8SSTLgq in oVre8I6UXc3b.y.NzveIZ3IlSH9]) if xafqLlk3kkUe(Xlg9POiJK7nC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8z\x94s;\x14H\xdf\xe92\xb6\xe4'), chr(100) + '\x65' + chr(0b10 + 0o141) + chr(0b1101111) + '\x64' + chr(101))(chr(11573 - 11456) + chr(0b1001111 + 0o45) + '\146' + chr(0b101101) + '\070'))() > ehT0Px3KOsy9('\x30' + '\x6f' + chr(48), 8): oVre8I6UXc3b.nDEnNBabFNKm = f'You are labelling your items with {oVre8I6UXc3b.y.__class__.Gbej4oZqKLA6}.\n' oVre8I6UXc3b.nDEnNBabFNKm += f'Your {AIvJRzLdDfgF} set contained the following unknown labels, the corresponding items have been discarded.\n' for UyakMW2IMFEj in xafqLlk3kkUe(oVre8I6UXc3b.y, xafqLlk3kkUe(SXOLrMavuUCe(b'\x81g\xb3_&\n\x1b\xb4\xd3B\xc0\xbb'), '\x64' + chr(7087 - 6986) + chr(99) + chr(0b110001 + 0o76) + chr(0b1100001 + 0o3) + chr(3866 - 3765))(chr(0b1110101) + chr(116) + chr(0b1000010 + 0o44) + chr(0b101101) + '\070')): if c2A0yzQpDQB3(xafqLlk3kkUe(UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7p\x9e_%'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + '\x65')('\x75' + '\x74' + '\146' + chr(1776 - 1731) + chr(56)), [])) > ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + '\x30', 8): fJoTPf8D_opC = YyaZ4tpXu4lf(MVEN8G6CxlvR(UyakMW2IMFEj.warns)) oVre8I6UXc3b.nDEnNBabFNKm += xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc1'), chr(1458 - 1358) + '\x65' + chr(4273 - 4174) + chr(4076 - 3965) + '\144' + chr(101))(chr(117) + chr(12321 - 12205) + chr(8241 - 8139) + '\055' + '\070').join(fJoTPf8D_opC[:ehT0Px3KOsy9(chr(772 - 724) + chr(0b111010 + 0o65) + '\065', ord("\x08"))]) if c2A0yzQpDQB3(fJoTPf8D_opC) > ehT0Px3KOsy9('\x30' + chr(111) + '\x35', 8): oVre8I6UXc3b.nDEnNBabFNKm += xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe?\xc2'), '\144' + chr(0b1100101) + chr(0b101101 + 0o66) + chr(111) + chr(688 - 588) + chr(5375 - 5274))('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(1482 - 1426)) UyakMW2IMFEj.fKJaAMOZDO2F = [] (oVre8I6UXc3b.OeWW0F1dBPRQ, oVre8I6UXc3b.SqiSOtYOqOJH) = (oVre8I6UXc3b.OeWW0F1dBPRQ[~Xlg9POiJK7nC], oVre8I6UXc3b.SqiSOtYOqOJH[~Xlg9POiJK7nC]) xafqLlk3kkUe(oVre8I6UXc3b.x, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0c\x83R3\x08\x0f'), chr(6834 - 6734) + chr(3833 - 3732) + '\143' + '\157' + chr(0b101101 + 0o67) + chr(0b101101 + 0o70))(chr(117) + '\164' + '\x66' + '\x2d' + chr(0b111000 + 0o0)))(tqcEYHxdZQ5q) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
LabelList.transform
def transform(self, tfms:TfmList, tfm_y:bool=None, **kwargs): "Set the `tfms` and `tfm_y` value to be applied to the inputs and targets." _check_kwargs(self.x, tfms, **kwargs) if tfm_y is None: tfm_y = self.tfm_y if tfm_y: _check_kwargs(self.y, tfms, **kwargs) self.tfms, self.tfmargs = tfms,kwargs self.tfm_y, self.tfmargs_y = tfm_y,kwargs self.tfms_y = None if tfms is None else list(filter(lambda t: t.use_on_y, listify(tfms))) return self
python
def transform(self, tfms:TfmList, tfm_y:bool=None, **kwargs): "Set the `tfms` and `tfm_y` value to be applied to the inputs and targets." _check_kwargs(self.x, tfms, **kwargs) if tfm_y is None: tfm_y = self.tfm_y if tfm_y: _check_kwargs(self.y, tfms, **kwargs) self.tfms, self.tfmargs = tfms,kwargs self.tfm_y, self.tfmargs_y = tfm_y,kwargs self.tfms_y = None if tfms is None else list(filter(lambda t: t.use_on_y, listify(tfms))) return self
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Set the `tfms` and `tfm_y` value to be applied to the inputs and targets.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L707-L715
train
Set the tfms and tfm_y value to be applied to the inputs and targets.
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(0b1100100 + 0o13) + '\x31' + chr(1906 - 1855), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1762 - 1712) + chr(697 - 646) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(50) + chr(0b1110 + 0o42) + chr(0b110011), 37028 - 37020), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110010) + chr(0b110010) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o50) + '\061' + chr(55), 0b1000), ehT0Px3KOsy9(chr(137 - 89) + chr(9197 - 9086) + chr(0b110011) + chr(0b101001 + 0o16) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\060' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1250 - 1202) + chr(0b11000 + 0o127) + '\063' + '\067' + '\x37', 41954 - 41946), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b11100 + 0o123) + chr(403 - 353) + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110101) + chr(0b110 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110100) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(0b11111 + 0o24) + '\x31' + chr(0b11 + 0o56), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + '\063' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(972 - 922) + chr(0b1000 + 0o51) + chr(49), 57157 - 57149), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(0b101001 + 0o14) + chr(0b100000 + 0o20), 10186 - 10178), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + chr(798 - 749) + chr(54) + chr(49), 34705 - 34697), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b110010 + 0o1) + chr(0b110001) + '\067', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b10000 + 0o41) + chr(52) + chr(405 - 355), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\062' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + chr(50) + chr(53) + chr(1383 - 1329), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x36' + chr(0b0 + 0o65), 34864 - 34856), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + chr(0b110011) + chr(587 - 539) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(48) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(10328 - 10217) + chr(1525 - 1474), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1650 - 1601) + chr(0b101011 + 0o10), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + '\061' + '\x31' + chr(49), 0o10), ehT0Px3KOsy9(chr(500 - 452) + chr(0b1101 + 0o142) + chr(0b100000 + 0o23) + chr(0b10010 + 0o40) + chr(0b110001 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6193 - 6082) + chr(54) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + '\x33' + chr(0b1100 + 0o47) + chr(0b111 + 0o54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\062' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(2193 - 2145) + chr(2155 - 2044) + chr(0b0 + 0o67) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(49) + chr(0b110111) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10707 - 10596) + chr(0b101110 + 0o4) + chr(931 - 877) + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\062' + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101011 + 0o7) + chr(2020 - 1971) + chr(52), 19005 - 18997), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o25) + '\061' + chr(1490 - 1438), 8), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b10100 + 0o35) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(525 - 477) + chr(8065 - 7954) + chr(0b100111 + 0o17) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(3166 - 3055) + chr(0b1010 + 0o47) + chr(1426 - 1378) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(0b110010) + '\065' + chr(51), 48211 - 48203)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011 + 0o2) + chr(821 - 773), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'%'), chr(100) + '\x65' + chr(0b1100011) + chr(0b100100 + 0o113) + chr(0b1100100) + chr(1498 - 1397))('\165' + chr(0b1110100) + '\146' + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def ASNeIOBhze_M(oVre8I6UXc3b, WuxpTL1pEvyj, eaWAak1ekFGo=None, **M8EIoTs2GJXE): NMJiuogDfUuU(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'D\xfc\xd4\xc1\xbf\xbb\xf3\x9b\xca:t\x98'), '\x64' + chr(8013 - 7912) + chr(2264 - 2165) + chr(5622 - 5511) + '\x64' + chr(0b10101 + 0o120))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000))), WuxpTL1pEvyj, **M8EIoTs2GJXE) if eaWAak1ekFGo is None: eaWAak1ekFGo = oVre8I6UXc3b.tfm_y if eaWAak1ekFGo: NMJiuogDfUuU(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'X\xe8\xea\xc5\xc0\x89\x9b\xb0\xf9%l\x81'), '\144' + chr(101) + '\x63' + '\157' + chr(100) + chr(0b110001 + 0o64))(chr(0b1100 + 0o151) + chr(11344 - 11228) + chr(102) + '\x2d' + chr(971 - 915))), WuxpTL1pEvyj, **M8EIoTs2GJXE) (oVre8I6UXc3b.WuxpTL1pEvyj, oVre8I6UXc3b.wgNkQkP_blkO) = (WuxpTL1pEvyj, M8EIoTs2GJXE) (oVre8I6UXc3b.eaWAak1ekFGo, oVre8I6UXc3b.nwCxX0eX0QqI) = (eaWAak1ekFGo, M8EIoTs2GJXE) oVre8I6UXc3b.GIppm7VmNGoT = None if WuxpTL1pEvyj is None else YyaZ4tpXu4lf(hi1V0ySZcNds(lambda YeT3l7JgTbWR: YeT3l7JgTbWR.use_on_y, XFSR0qhtb0bq(WuxpTL1pEvyj))) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
LabelList.transform_y
def transform_y(self, tfms:TfmList=None, **kwargs): "Set `tfms` to be applied to the targets only." _check_kwargs(self.y, tfms, **kwargs) self.tfm_y=True if tfms is None: self.tfms_y = list(filter(lambda t: t.use_on_y, listify(self.tfms))) self.tfmargs_y = {**self.tfmargs, **kwargs} else: tfms = list(filter(lambda t: t.use_on_y, tfms)) self.tfms_y,self.tfmargs_y = tfms,kwargs return self
python
def transform_y(self, tfms:TfmList=None, **kwargs): "Set `tfms` to be applied to the targets only." _check_kwargs(self.y, tfms, **kwargs) self.tfm_y=True if tfms is None: self.tfms_y = list(filter(lambda t: t.use_on_y, listify(self.tfms))) self.tfmargs_y = {**self.tfmargs, **kwargs} else: tfms = list(filter(lambda t: t.use_on_y, tfms)) self.tfms_y,self.tfmargs_y = tfms,kwargs return self
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Set `tfms` to be applied to the targets only.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L717-L727
train
Set tfms to be applied to the targets only.
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(0b111 + 0o51) + '\157' + chr(0b110001) + '\x37' + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100001 + 0o21) + chr(0b110001) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(0b110010) + '\x37' + chr(0b11 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b110011) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(2613 - 2502) + chr(0b11100 + 0o27) + chr(0b110000) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010101 + 0o32) + chr(0b110011) + chr(0b110000) + chr(50), 0b1000), ehT0Px3KOsy9(chr(179 - 131) + '\x6f' + chr(0b1 + 0o66) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(948 - 837) + '\x32' + chr(53) + chr(54), 31816 - 31808), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(393 - 344) + chr(50) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\067' + chr(1443 - 1391), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100 + 0o56) + chr(0b101 + 0o61) + chr(1270 - 1219), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(325 - 276) + '\x32' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1274 - 1223) + '\065' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(2188 - 2077) + '\062' + '\x37' + '\063', 35578 - 35570), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(514 - 463) + chr(0b110010) + chr(0b100101 + 0o16), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + '\x33' + chr(0b110111) + chr(1644 - 1592), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10000 + 0o43) + chr(0b110100) + chr(0b11001 + 0o33), 0b1000), ehT0Px3KOsy9(chr(1682 - 1634) + chr(10110 - 9999) + chr(0b100110 + 0o13) + chr(52) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(54) + chr(0b110111), 34335 - 34327), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(51) + '\066' + chr(50), 0o10), ehT0Px3KOsy9(chr(1770 - 1722) + '\x6f' + chr(0b110011) + '\061', 15844 - 15836), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100110 + 0o14) + '\063' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1429 - 1381) + '\157' + '\x33' + '\060' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(12158 - 12047) + chr(1694 - 1645) + chr(53) + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(968 - 913) + '\065', 49304 - 49296), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\060' + chr(0b101111 + 0o4), 8), ehT0Px3KOsy9(chr(1971 - 1923) + '\157' + '\x34' + chr(0b101001 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(49) + '\060' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(8555 - 8444) + chr(0b110011) + chr(1828 - 1779), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101100 + 0o5) + chr(51) + chr(1037 - 982), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(2470 - 2415) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + chr(51) + chr(0b110100) + '\x35', 12755 - 12747), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(54) + chr(0b10011 + 0o35), 0b1000), ehT0Px3KOsy9(chr(2205 - 2157) + '\x6f' + '\063' + chr(707 - 658) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2169 - 2121) + chr(0b1101111) + '\061' + chr(1962 - 1911) + chr(1049 - 998), ord("\x08")), ehT0Px3KOsy9(chr(1305 - 1257) + '\x6f' + '\062' + chr(0b110101) + chr(0b1100 + 0o44), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + chr(522 - 474), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(100) + '\145' + '\x63' + chr(0b1101111) + '\144' + '\145')('\x75' + chr(116) + '\x66' + '\x2d' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Br4T7byF3cMJ(oVre8I6UXc3b, WuxpTL1pEvyj=None, **M8EIoTs2GJXE): NMJiuogDfUuU(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'+\xfe\xd0\r]\xb0\x9bp\xdf\x1dv\xfb'), '\x64' + chr(101) + chr(4017 - 3918) + chr(0b1100 + 0o143) + chr(0b1100100) + chr(0b110000 + 0o65))(chr(0b1110101) + chr(0b1001101 + 0o47) + chr(0b1001010 + 0o34) + '\x2d' + chr(0b111000))), WuxpTL1pEvyj, **M8EIoTs2GJXE) oVre8I6UXc3b.eaWAak1ekFGo = ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(934 - 885), 0o10) if WuxpTL1pEvyj is None: oVre8I6UXc3b.GIppm7VmNGoT = YyaZ4tpXu4lf(hi1V0ySZcNds(lambda YeT3l7JgTbWR: YeT3l7JgTbWR.use_on_y, XFSR0qhtb0bq(oVre8I6UXc3b.WuxpTL1pEvyj))) oVre8I6UXc3b.nwCxX0eX0QqI = {**oVre8I6UXc3b.wgNkQkP_blkO, **M8EIoTs2GJXE} else: WuxpTL1pEvyj = YyaZ4tpXu4lf(hi1V0ySZcNds(lambda YeT3l7JgTbWR: YeT3l7JgTbWR.use_on_y, WuxpTL1pEvyj)) (oVre8I6UXc3b.GIppm7VmNGoT, oVre8I6UXc3b.nwCxX0eX0QqI) = (WuxpTL1pEvyj, M8EIoTs2GJXE) return oVre8I6UXc3b
fastai/fastai
fastai/data_block.py
MixedItemList.new
def new(self, item_lists, processor:PreProcessor=None, **kwargs)->'ItemList': "Create a new `ItemList` from `items`, keeping the same attributes." processor = ifnone(processor, self.processor) copy_d = {o:getattr(self,o) for o in self.copy_new} kwargs = {**copy_d, **kwargs} return self.__class__(item_lists, processor=processor, **kwargs)
python
def new(self, item_lists, processor:PreProcessor=None, **kwargs)->'ItemList': "Create a new `ItemList` from `items`, keeping the same attributes." processor = ifnone(processor, self.processor) copy_d = {o:getattr(self,o) for o in self.copy_new} kwargs = {**copy_d, **kwargs} return self.__class__(item_lists, processor=processor, **kwargs)
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Create a new `ItemList` from `items`, keeping the same attributes.
[ "Create", "a", "new", "ItemList", "from", "items", "keeping", "the", "same", "attributes", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/data_block.py#L781-L786
train
Create a new ItemList from items keeping the same attributes.
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(0b11001 + 0o27) + '\x6f' + '\x31' + chr(0b1101 + 0o50) + chr(797 - 747), 40185 - 40177), ehT0Px3KOsy9('\060' + chr(111) + chr(1628 - 1577) + '\x33' + '\x37', 0o10), ehT0Px3KOsy9(chr(1384 - 1336) + chr(8167 - 8056) + chr(0b110011) + chr(1651 - 1599) + chr(1420 - 1370), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100101 + 0o14) + '\x30' + chr(0b101111 + 0o7), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066' + chr(75 - 25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110000 + 0o1) + '\x30' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(1752 - 1701) + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(52), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110010) + chr(2298 - 2247), 27431 - 27423), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(0b110011) + chr(0b100100 + 0o16) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(3912 - 3801) + chr(1980 - 1931) + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(4635 - 4524) + chr(0b110010) + chr(0b110000) + chr(0b11011 + 0o34), 9594 - 9586), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\x33' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\062' + chr(2097 - 2047) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(51), 31955 - 31947), ehT0Px3KOsy9('\x30' + '\x6f' + chr(445 - 394) + chr(0b110000) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(1265 - 1215) + chr(0b110111) + chr(87 - 36), 29201 - 29193), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(0b1 + 0o62) + chr(0b110111) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\x33' + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + '\x32' + chr(52) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x32' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11011 + 0o26) + '\x32' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(565 - 515) + chr(1495 - 1443) + '\x31', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10101 + 0o34) + chr(578 - 530) + chr(0b110010), 37479 - 37471), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b110111) + chr(51), 31661 - 31653), ehT0Px3KOsy9('\060' + chr(11496 - 11385) + chr(0b10111 + 0o33) + chr(688 - 638) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(1999 - 1948) + chr(0b110000), 8049 - 8041), ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(1926 - 1877), 0o10), ehT0Px3KOsy9('\060' + chr(8498 - 8387) + chr(54) + chr(2032 - 1983), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101101 + 0o5) + chr(0b110101) + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(162 - 111), 8), ehT0Px3KOsy9(chr(745 - 697) + chr(111) + chr(0b110001) + chr(2173 - 2124) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1705 - 1657) + chr(4040 - 3929) + chr(51) + chr(1512 - 1459) + chr(0b11011 + 0o30), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1048 - 937) + chr(0b110001) + '\064' + chr(0b110010), 3697 - 3689), ehT0Px3KOsy9(chr(91 - 43) + chr(0b1101111) + chr(943 - 893) + chr(54) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + '\x33' + chr(260 - 211) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + '\x35' + '\063', 28348 - 28340)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(53) + chr(0b100111 + 0o11), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'D'), chr(0b1100100) + '\x65' + chr(6931 - 6832) + '\157' + chr(100) + chr(101))(chr(0b1011001 + 0o34) + chr(0b1000 + 0o154) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kkGP3fOlEJ8h(oVre8I6UXc3b, z6sXRcZ64Y9G, Qv_npqgRBB71=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'#\xab\x87i\n\xe1A7'), chr(0b100 + 0o140) + '\145' + chr(0b100001 + 0o102) + chr(0b1101111) + chr(1173 - 1073) + chr(0b1010010 + 0o23))(chr(8030 - 7913) + chr(0b1110100) + chr(10368 - 10266) + chr(45) + '\x38'): Qv_npqgRBB71 = LZcHOm_c0BYj(Qv_npqgRBB71, oVre8I6UXc3b.Qv_npqgRBB71) lLw_OccO3OG2 = {gb6ab8SSTLgq: xafqLlk3kkUe(oVre8I6UXc3b, gb6ab8SSTLgq) for gb6ab8SSTLgq in oVre8I6UXc3b.copy_new} M8EIoTs2GJXE = {**lLw_OccO3OG2, **M8EIoTs2GJXE} return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b')\xa6\xd2t\x02\xe1Fs\xb0C\xa0\x85'), chr(100) + chr(5990 - 5889) + chr(0b1100000 + 0o3) + '\157' + chr(0b1100100) + '\145')(chr(0b1010101 + 0o40) + chr(116) + chr(0b1100110) + chr(0b100000 + 0o15) + chr(56)))(z6sXRcZ64Y9G, processor=Qv_npqgRBB71, **M8EIoTs2GJXE)
fastai/fastai
fastai/gen_doc/docstrings.py
parse_docstring
def parse_docstring(docstring): """Parse the docstring into its components. :return: a dictionary of form { "short_description": ..., "long_description": ..., "params": [{"name": ..., "doc": ...}, ...], "vals": [{"name": ..., "doc": ...}, ...], "return": ... } """ short_description = long_description = return_str = "" args = [] if docstring: docstring = trim(docstring.lstrip("\n")) lines = docstring.split("\n", 1) short_description = lines[0] if len(lines) > 1: long_description = lines[1].strip() params_return_desc = None match = PARAM_OR_RETURN_REGEX.search(long_description) if match: long_desc_end = match.start() params_return_desc = long_description[long_desc_end:].strip() long_description = long_description[:long_desc_end].rstrip() if params_return_desc: args = [ {"name": name, "doc": trim(doc), "field": field} for field, name, doc in NEW_REGEX.findall(params_return_desc) ] match = RETURN_REGEX.search(params_return_desc) if match: return_str = reindent(match.group("doc")) comments = {p['name']: p['doc'] for p in args} return { "short_description": short_description, "long_description": long_description, "args": args, "comments": comments, "return": return_str }
python
def parse_docstring(docstring): """Parse the docstring into its components. :return: a dictionary of form { "short_description": ..., "long_description": ..., "params": [{"name": ..., "doc": ...}, ...], "vals": [{"name": ..., "doc": ...}, ...], "return": ... } """ short_description = long_description = return_str = "" args = [] if docstring: docstring = trim(docstring.lstrip("\n")) lines = docstring.split("\n", 1) short_description = lines[0] if len(lines) > 1: long_description = lines[1].strip() params_return_desc = None match = PARAM_OR_RETURN_REGEX.search(long_description) if match: long_desc_end = match.start() params_return_desc = long_description[long_desc_end:].strip() long_description = long_description[:long_desc_end].rstrip() if params_return_desc: args = [ {"name": name, "doc": trim(doc), "field": field} for field, name, doc in NEW_REGEX.findall(params_return_desc) ] match = RETURN_REGEX.search(params_return_desc) if match: return_str = reindent(match.group("doc")) comments = {p['name']: p['doc'] for p in args} return { "short_description": short_description, "long_description": long_description, "args": args, "comments": comments, "return": return_str }
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Parse the docstring into its components. :return: a dictionary of form { "short_description": ..., "long_description": ..., "params": [{"name": ..., "doc": ...}, ...], "vals": [{"name": ..., "doc": ...}, ...], "return": ... }
[ "Parse", "the", "docstring", "into", "its", "components", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/docstrings.py#L67-L115
train
Parse the docstring into its components.
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(288 - 240) + chr(111) + chr(84 - 33) + chr(53) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(0b100111 + 0o14) + '\061' + chr(51), 34629 - 34621), ehT0Px3KOsy9('\060' + chr(111) + chr(954 - 904) + chr(0b101000 + 0o14) + '\x32', 48750 - 48742), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110001) + '\x33', 8), ehT0Px3KOsy9(chr(1384 - 1336) + chr(4393 - 4282) + chr(1047 - 998) + chr(0b1111 + 0o47) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b10111 + 0o130) + '\x37' + chr(673 - 623), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\063' + '\064', 0o10), ehT0Px3KOsy9(chr(1917 - 1869) + chr(0b100011 + 0o114) + '\x33' + chr(0b101101 + 0o7) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(189 - 78) + '\x31' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b10 + 0o60) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b1110 + 0o51) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11552 - 11441) + '\x31' + '\066' + '\061', 8), ehT0Px3KOsy9('\x30' + chr(1902 - 1791) + chr(0b110011) + chr(0b110000) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100010 + 0o15) + chr(1938 - 1887) + '\x37' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1363 - 1315) + '\157' + chr(0b110001) + '\x33' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001 + 0o2), 35663 - 35655), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\x37' + chr(0b10110 + 0o40), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10 + 0o61) + '\067' + chr(0b10100 + 0o42), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(11134 - 11023) + chr(50) + '\x35' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(10386 - 10275) + '\x33' + chr(2570 - 2515) + '\062', 0o10), ehT0Px3KOsy9(chr(833 - 785) + '\x6f' + chr(0b110001) + '\067' + chr(2034 - 1983), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(0b10011 + 0o44) + '\064', 0o10), ehT0Px3KOsy9(chr(1703 - 1655) + chr(1800 - 1689) + chr(50) + chr(0b110011) + '\064', 8), ehT0Px3KOsy9('\x30' + chr(0b10100 + 0o133) + chr(50) + chr(0b110111) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(9448 - 9337) + '\063' + chr(314 - 262) + chr(1305 - 1256), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(2276 - 2223) + chr(55), 26843 - 26835), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o33) + chr(0b1010 + 0o52) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7494 - 7383) + chr(0b11001 + 0o31) + chr(1189 - 1134) + chr(0b100100 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + chr(9829 - 9718) + '\x32' + '\x31' + chr(0b110111), 39953 - 39945), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110001) + chr(0b111 + 0o54), 42258 - 42250), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11 + 0o64) + chr(0b110100), 8), ehT0Px3KOsy9(chr(167 - 119) + chr(0b1101111) + chr(50) + chr(0b10111 + 0o37) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\060' + chr(1279 - 1230), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2382 - 2331) + '\061', 1002 - 994), ehT0Px3KOsy9('\060' + chr(8797 - 8686) + chr(99 - 44) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1157 - 1109) + '\x6f' + chr(0b110001) + chr(2102 - 2048) + chr(975 - 924), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(52) + '\x32', 51650 - 51642), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1111 + 0o45) + chr(0b110100), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b110101 + 0o72) + '\x35' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5'), '\x64' + chr(0b111 + 0o136) + chr(0b1100011) + chr(0b101101 + 0o102) + chr(0b1100100) + '\145')('\x75' + chr(116) + '\146' + '\x2d' + chr(2563 - 2507)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def X6PlFTsPTG2L(nVYJv7AZy3Rn): sKJ1KiPMJotg = OHv7Mmz3CYaU = NhtwFRDgWuZf = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + '\145' + chr(99) + '\157' + chr(0b1100100) + chr(101))(chr(117) + chr(0b1110100) + chr(102) + chr(45) + '\x38') kJDRfRhcZHjS = [] if nVYJv7AZy3Rn: nVYJv7AZy3Rn = Abc8U13C0YkO(nVYJv7AZy3Rn.lstrip(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(100) + '\145' + '\143' + chr(0b1101111 + 0o0) + chr(0b1100100) + '\145')(chr(117) + chr(10951 - 10835) + '\x66' + chr(45) + chr(636 - 580)))) izUh4XSf7tJY = nVYJv7AZy3Rn.split(xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1'), chr(0b1100100) + chr(5467 - 5366) + chr(99) + chr(111) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(8709 - 8607) + chr(396 - 351) + chr(1649 - 1593)), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101111 + 0o2), 0o10)) sKJ1KiPMJotg = izUh4XSf7tJY[ehT0Px3KOsy9('\060' + chr(0b100001 + 0o116) + chr(0b110000), 0o10)] if c2A0yzQpDQB3(izUh4XSf7tJY) > ehT0Px3KOsy9('\060' + chr(111) + chr(49), 8): OHv7Mmz3CYaU = izUh4XSf7tJY[ehT0Px3KOsy9(chr(1714 - 1666) + '\x6f' + chr(0b110001), 8)].strip() nuJZq7DhGS2I = None AZi1vqvu7T1_ = lwJZIu0BOmJr.search(OHv7Mmz3CYaU) if AZi1vqvu7T1_: xZnhuPLiYN90 = AZi1vqvu7T1_.start() nuJZq7DhGS2I = OHv7Mmz3CYaU[xZnhuPLiYN90:].strip() OHv7Mmz3CYaU = OHv7Mmz3CYaU[:xZnhuPLiYN90].rstrip() if nuJZq7DhGS2I: kJDRfRhcZHjS = [{xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xaa\xcf\xae'), '\x64' + '\145' + '\x63' + chr(0b1101111) + chr(8498 - 8398) + chr(0b101101 + 0o70))('\x75' + chr(0b1110100) + '\146' + chr(0b11011 + 0o22) + chr(0b111000)): AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa4\xc1'), '\x64' + chr(0b1100101) + '\143' + chr(1824 - 1713) + '\144' + chr(101))(chr(3224 - 3107) + '\164' + chr(0b1100110) + chr(0b10000 + 0o35) + chr(0b1001 + 0o57)): Abc8U13C0YkO(JCpEgna6NeKD), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\xa2\xc7\xa7\x15'), chr(0b111000 + 0o54) + chr(0b1100101) + '\x63' + '\157' + chr(7251 - 7151) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1110 + 0o130) + '\055' + '\070'): fEcfxx4smAdS} for (fEcfxx4smAdS, AIvJRzLdDfgF, JCpEgna6NeKD) in P7EjPqtMh0NQ.findall(nuJZq7DhGS2I)] AZi1vqvu7T1_ = lGCBE0QjVNpR.search(nuJZq7DhGS2I) if AZi1vqvu7T1_: NhtwFRDgWuZf = yIWj5TpgxHgQ(AZi1vqvu7T1_.N9UnmYvaW1pO(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa4\xc1'), chr(0b1000111 + 0o35) + '\145' + '\x63' + '\157' + '\x64' + chr(0b101000 + 0o75))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(1929 - 1884) + chr(56)))) OsJWxY9ZtQdX = {UyakMW2IMFEj[xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xaa\xcf\xae'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(4207 - 4096) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + chr(0b1000010 + 0o44) + chr(0b100010 + 0o13) + chr(56))]: UyakMW2IMFEj[xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa4\xc1'), '\x64' + chr(4153 - 4052) + chr(0b1100011) + '\157' + '\144' + chr(0b111101 + 0o50))(chr(117) + chr(0b101000 + 0o114) + '\x66' + '\055' + chr(1585 - 1529))] for UyakMW2IMFEj in kJDRfRhcZHjS} return {xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\xa3\xcd\xb9\x05e\xf8\x81{3]\xd0\x01\xb6\x905m'), chr(4267 - 4167) + chr(7138 - 7037) + '\143' + '\x6f' + chr(0b1011101 + 0o7) + '\145')(chr(0b1110101) + chr(0b10010 + 0o142) + chr(0b1100110) + '\x2d' + chr(56)): sKJ1KiPMJotg, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xa4\xcc\xac.^\xf9\x97k"F\xc9\x05\xab\x964'), '\144' + chr(101) + '\143' + '\157' + '\144' + chr(101))(chr(0b1001100 + 0o51) + '\x74' + chr(102) + chr(0b1101 + 0o40) + chr(56)): OHv7Mmz3CYaU, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\xb9\xc5\xb8'), '\144' + chr(9749 - 9648) + chr(2209 - 2110) + '\157' + chr(0b1100100) + chr(0b10110 + 0o117))(chr(117) + '\164' + '\146' + '\x2d' + '\x38'): kJDRfRhcZHjS, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xa4\xcf\xa6\x14T\xe8\x97'), chr(2440 - 2340) + chr(0b1100101) + '\x63' + chr(111) + chr(0b1011 + 0o131) + '\145')('\x75' + chr(116) + '\x66' + chr(0b11 + 0o52) + '\x38'): OsJWxY9ZtQdX, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xae\xd6\xbe\x03T'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(6174 - 6073))('\165' + chr(0b1110100) + chr(0b100000 + 0o106) + '\x2d' + '\x38'): NhtwFRDgWuZf}
fastai/fastai
fastai/utils/collect_env.py
get_env
def get_env(name): "Return env var value if it's defined and not an empty string, or return Unknown" res = os.environ.get(name,'') return res if len(res) else "Unknown"
python
def get_env(name): "Return env var value if it's defined and not an empty string, or return Unknown" res = os.environ.get(name,'') return res if len(res) else "Unknown"
[ "def", "get_env", "(", "name", ")", ":", "res", "=", "os", ".", "environ", ".", "get", "(", "name", ",", "''", ")", "return", "res", "if", "len", "(", "res", ")", "else", "\"Unknown\"" ]
Return env var value if it's defined and not an empty string, or return Unknown
[ "Return", "env", "var", "value", "if", "it", "s", "defined", "and", "not", "an", "empty", "string", "or", "return", "Unknown" ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/collect_env.py#L11-L14
train
Return env var value if it s defined and not an empty string or return Unknown
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(648 - 599) + chr(49), 6776 - 6768), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110001) + chr(51) + chr(0b10110 + 0o32), 43123 - 43115), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b101101 + 0o4), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(758 - 709) + chr(1941 - 1891) + chr(2296 - 2243), 61655 - 61647), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1010 + 0o50) + chr(0b110010), 18997 - 18989), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(2389 - 2337) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(55) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(562 - 512) + '\x32' + chr(1886 - 1836), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b110001) + chr(0b110010), 16037 - 16029), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\x32' + chr(0b110000 + 0o0) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110) + '\065', 43611 - 43603), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\x32' + '\065' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1305 - 1255) + chr(263 - 210) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5380 - 5269) + chr(0b110110), 12611 - 12603), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(82 - 31) + '\x37' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + '\061' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(309 - 261) + '\x6f' + '\062' + '\061' + chr(0b110111), 2376 - 2368), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(55) + chr(1912 - 1859), 8), ehT0Px3KOsy9(chr(158 - 110) + '\x6f' + chr(0b10111 + 0o32) + chr(1431 - 1379) + chr(2812 - 2757), 0o10), ehT0Px3KOsy9(chr(48) + chr(4284 - 4173) + '\061' + '\x36' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x36' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(813 - 758) + chr(714 - 664), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b110010) + chr(654 - 606), 41492 - 41484), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b110101) + chr(0b11100 + 0o25), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(1391 - 1342) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100001 + 0o21) + chr(48) + chr(2727 - 2672), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11100 + 0o26) + chr(0b110010) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10010 + 0o135) + '\064' + chr(202 - 151), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(49) + chr(0b10001 + 0o42), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(52) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110100) + chr(0b110101), 7613 - 7605), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(0b1010 + 0o51) + chr(0b100111 + 0o20), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\x34' + '\067', 8), ehT0Px3KOsy9(chr(646 - 598) + chr(111) + chr(49) + chr(0b1001 + 0o56) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(9299 - 9188) + chr(0b10110 + 0o34) + chr(1351 - 1299) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6351 - 6240) + chr(396 - 347) + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + chr(0b11101 + 0o24) + chr(0b10 + 0o64) + chr(54), 23276 - 23268), ehT0Px3KOsy9(chr(1206 - 1158) + chr(0b1101111) + chr(2342 - 2291) + chr(53) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(658 - 610) + chr(111) + '\063' + chr(55) + chr(53), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101) + chr(0b1000 + 0o50), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), chr(1035 - 935) + chr(1199 - 1098) + chr(0b1011001 + 0o12) + '\157' + chr(0b100101 + 0o77) + chr(0b1001110 + 0o27))(chr(9498 - 9381) + chr(0b1110100) + chr(102) + '\055' + chr(609 - 553)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def _5LqRdZg8jlv(AIvJRzLdDfgF): MsbwfslwLjRO = oqhJDdMJfuwx.environ.get(AIvJRzLdDfgF, xafqLlk3kkUe(SXOLrMavuUCe(b''), '\144' + chr(101) + '\x63' + chr(0b10010 + 0o135) + chr(100) + chr(0b111101 + 0o50))('\x75' + chr(0b1001101 + 0o47) + '\x66' + '\x2d' + chr(0b111000))) return MsbwfslwLjRO if c2A0yzQpDQB3(MsbwfslwLjRO) else xafqLlk3kkUe(SXOLrMavuUCe(b'\\6r;}\x94\x11'), '\x64' + '\x65' + chr(99) + '\x6f' + chr(0b1100100) + chr(7473 - 7372))(chr(0b11100 + 0o131) + chr(0b1110100) + '\x66' + chr(523 - 478) + '\x38')
fastai/fastai
fastai/utils/collect_env.py
show_install
def show_install(show_nvidia_smi:bool=False): "Print user's setup information" import platform, fastai.version rep = [] opt_mods = [] rep.append(["=== Software ===", None]) rep.append(["python", platform.python_version()]) rep.append(["fastai", fastai.__version__]) rep.append(["fastprogress", fastprogress.__version__]) rep.append(["torch", torch.__version__]) # nvidia-smi cmd = "nvidia-smi" have_nvidia_smi = False try: result = subprocess.run(cmd.split(), shell=False, check=False, stdout=subprocess.PIPE) except: pass else: if result.returncode == 0 and result.stdout: have_nvidia_smi = True # XXX: if nvidia-smi is not available, another check could be: # /proc/driver/nvidia/version on most systems, since it's the # currently active version if have_nvidia_smi: smi = result.stdout.decode('utf-8') # matching: "Driver Version: 396.44" match = re.findall(r'Driver Version: +(\d+\.\d+)', smi) if match: rep.append(["nvidia driver", match[0]]) available = "available" if torch.cuda.is_available() else "**Not available** " rep.append(["torch cuda", f"{torch.version.cuda} / is {available}"]) # no point reporting on cudnn if cuda is not available, as it # seems to be enabled at times even on cpu-only setups if torch.cuda.is_available(): enabled = "enabled" if torch.backends.cudnn.enabled else "**Not enabled** " rep.append(["torch cudnn", f"{torch.backends.cudnn.version()} / is {enabled}"]) rep.append(["\n=== Hardware ===", None]) # it's possible that torch might not see what nvidia-smi sees? gpu_total_mem = [] nvidia_gpu_cnt = 0 if have_nvidia_smi: try: cmd = "nvidia-smi --query-gpu=memory.total --format=csv,nounits,noheader" result = subprocess.run(cmd.split(), shell=False, check=False, stdout=subprocess.PIPE) except: print("have nvidia-smi, but failed to query it") else: if result.returncode == 0 and result.stdout: output = result.stdout.decode('utf-8') gpu_total_mem = [int(x) for x in output.strip().split('\n')] nvidia_gpu_cnt = len(gpu_total_mem) if nvidia_gpu_cnt: rep.append(["nvidia gpus", nvidia_gpu_cnt]) torch_gpu_cnt = torch.cuda.device_count() if torch_gpu_cnt: rep.append(["torch devices", torch_gpu_cnt]) # information for each gpu for i in range(torch_gpu_cnt): rep.append([f" - gpu{i}", (f"{gpu_total_mem[i]}MB | " if gpu_total_mem else "") + torch.cuda.get_device_name(i)]) else: if nvidia_gpu_cnt: rep.append([f"Have {nvidia_gpu_cnt} GPU(s), but torch can't use them (check nvidia driver)", None]) else: rep.append([f"No GPUs available", None]) rep.append(["\n=== Environment ===", None]) rep.append(["platform", platform.platform()]) if platform.system() == 'Linux': distro = try_import('distro') if distro: # full distro info rep.append(["distro", ' '.join(distro.linux_distribution())]) else: opt_mods.append('distro'); # partial distro info rep.append(["distro", platform.uname().version]) rep.append(["conda env", get_env('CONDA_DEFAULT_ENV')]) rep.append(["python", sys.executable]) rep.append(["sys.path", "\n".join(sys.path)]) print("\n\n```text") keylen = max([len(e[0]) for e in rep if e[1] is not None]) for e in rep: print(f"{e[0]:{keylen}}", (f": {e[1]}" if e[1] is not None else "")) if have_nvidia_smi: if show_nvidia_smi: print(f"\n{smi}") else: if torch_gpu_cnt: print("no nvidia-smi is found") else: print("no supported gpus found on this system") print("```\n") print("Please make sure to include opening/closing ``` when you paste into forums/github to make the reports appear formatted as code sections.\n") if opt_mods: print("Optional package(s) to enhance the diagnostics can be installed with:") print(f"pip install {' '.join(opt_mods)}") print("Once installed, re-run this utility to get the additional information")
python
def show_install(show_nvidia_smi:bool=False): "Print user's setup information" import platform, fastai.version rep = [] opt_mods = [] rep.append(["=== Software ===", None]) rep.append(["python", platform.python_version()]) rep.append(["fastai", fastai.__version__]) rep.append(["fastprogress", fastprogress.__version__]) rep.append(["torch", torch.__version__]) # nvidia-smi cmd = "nvidia-smi" have_nvidia_smi = False try: result = subprocess.run(cmd.split(), shell=False, check=False, stdout=subprocess.PIPE) except: pass else: if result.returncode == 0 and result.stdout: have_nvidia_smi = True # XXX: if nvidia-smi is not available, another check could be: # /proc/driver/nvidia/version on most systems, since it's the # currently active version if have_nvidia_smi: smi = result.stdout.decode('utf-8') # matching: "Driver Version: 396.44" match = re.findall(r'Driver Version: +(\d+\.\d+)', smi) if match: rep.append(["nvidia driver", match[0]]) available = "available" if torch.cuda.is_available() else "**Not available** " rep.append(["torch cuda", f"{torch.version.cuda} / is {available}"]) # no point reporting on cudnn if cuda is not available, as it # seems to be enabled at times even on cpu-only setups if torch.cuda.is_available(): enabled = "enabled" if torch.backends.cudnn.enabled else "**Not enabled** " rep.append(["torch cudnn", f"{torch.backends.cudnn.version()} / is {enabled}"]) rep.append(["\n=== Hardware ===", None]) # it's possible that torch might not see what nvidia-smi sees? gpu_total_mem = [] nvidia_gpu_cnt = 0 if have_nvidia_smi: try: cmd = "nvidia-smi --query-gpu=memory.total --format=csv,nounits,noheader" result = subprocess.run(cmd.split(), shell=False, check=False, stdout=subprocess.PIPE) except: print("have nvidia-smi, but failed to query it") else: if result.returncode == 0 and result.stdout: output = result.stdout.decode('utf-8') gpu_total_mem = [int(x) for x in output.strip().split('\n')] nvidia_gpu_cnt = len(gpu_total_mem) if nvidia_gpu_cnt: rep.append(["nvidia gpus", nvidia_gpu_cnt]) torch_gpu_cnt = torch.cuda.device_count() if torch_gpu_cnt: rep.append(["torch devices", torch_gpu_cnt]) # information for each gpu for i in range(torch_gpu_cnt): rep.append([f" - gpu{i}", (f"{gpu_total_mem[i]}MB | " if gpu_total_mem else "") + torch.cuda.get_device_name(i)]) else: if nvidia_gpu_cnt: rep.append([f"Have {nvidia_gpu_cnt} GPU(s), but torch can't use them (check nvidia driver)", None]) else: rep.append([f"No GPUs available", None]) rep.append(["\n=== Environment ===", None]) rep.append(["platform", platform.platform()]) if platform.system() == 'Linux': distro = try_import('distro') if distro: # full distro info rep.append(["distro", ' '.join(distro.linux_distribution())]) else: opt_mods.append('distro'); # partial distro info rep.append(["distro", platform.uname().version]) rep.append(["conda env", get_env('CONDA_DEFAULT_ENV')]) rep.append(["python", sys.executable]) rep.append(["sys.path", "\n".join(sys.path)]) print("\n\n```text") keylen = max([len(e[0]) for e in rep if e[1] is not None]) for e in rep: print(f"{e[0]:{keylen}}", (f": {e[1]}" if e[1] is not None else "")) if have_nvidia_smi: if show_nvidia_smi: print(f"\n{smi}") else: if torch_gpu_cnt: print("no nvidia-smi is found") else: print("no supported gpus found on this system") print("```\n") print("Please make sure to include opening/closing ``` when you paste into forums/github to make the reports appear formatted as code sections.\n") if opt_mods: print("Optional package(s) to enhance the diagnostics can be installed with:") print(f"pip install {' '.join(opt_mods)}") print("Once installed, re-run this utility to get the additional information")
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gpu{i}\"", ",", "(", "f\"{gpu_total_mem[i]}MB | \"", "if", "gpu_total_mem", "else", "\"\"", ")", "+", "torch", ".", "cuda", ".", "get_device_name", "(", "i", ")", "]", ")", "else", ":", "if", "nvidia_gpu_cnt", ":", "rep", ".", "append", "(", "[", "f\"Have {nvidia_gpu_cnt} GPU(s), but torch can't use them (check nvidia driver)\"", ",", "None", "]", ")", "else", ":", "rep", ".", "append", "(", "[", "f\"No GPUs available\"", ",", "None", "]", ")", "rep", ".", "append", "(", "[", "\"\\n=== Environment ===\"", ",", "None", "]", ")", "rep", ".", "append", "(", "[", "\"platform\"", ",", "platform", ".", "platform", "(", ")", "]", ")", "if", "platform", ".", "system", "(", ")", "==", "'Linux'", ":", "distro", "=", "try_import", "(", "'distro'", ")", "if", "distro", ":", "# full distro info", "rep", ".", "append", "(", "[", "\"distro\"", ",", "' '", ".", "join", "(", "distro", ".", "linux_distribution", "(", ")", ")", "]", ")", "else", ":", "opt_mods", ".", "append", "(", "'distro'", ")", "# partial distro info", "rep", ".", "append", "(", "[", "\"distro\"", ",", "platform", ".", "uname", "(", ")", ".", "version", "]", ")", "rep", ".", "append", "(", "[", "\"conda env\"", ",", "get_env", "(", "'CONDA_DEFAULT_ENV'", ")", "]", ")", "rep", ".", "append", "(", "[", "\"python\"", ",", "sys", ".", "executable", "]", ")", "rep", ".", "append", "(", "[", "\"sys.path\"", ",", "\"\\n\"", ".", "join", "(", "sys", ".", "path", ")", "]", ")", "print", "(", "\"\\n\\n```text\"", ")", "keylen", "=", "max", "(", "[", "len", "(", "e", "[", "0", "]", ")", "for", "e", "in", "rep", "if", "e", "[", "1", "]", "is", "not", "None", "]", ")", "for", "e", "in", "rep", ":", "print", "(", "f\"{e[0]:{keylen}}\"", ",", "(", "f\": {e[1]}\"", "if", "e", "[", "1", "]", "is", "not", "None", "else", "\"\"", ")", ")", "if", "have_nvidia_smi", ":", "if", "show_nvidia_smi", ":", "print", "(", "f\"\\n{smi}\"", ")", "else", ":", "if", "torch_gpu_cnt", ":", "print", "(", "\"no nvidia-smi is found\"", ")", "else", ":", "print", "(", "\"no supported gpus found on this system\"", ")", "print", "(", "\"```\\n\"", ")", "print", "(", "\"Please make sure to include opening/closing ``` when you paste into forums/github to make the reports appear formatted as code sections.\\n\"", ")", "if", "opt_mods", ":", "print", "(", "\"Optional package(s) to enhance the diagnostics can be installed with:\"", ")", "print", "(", "f\"pip install {' '.join(opt_mods)}\"", ")", "print", "(", "\"Once installed, re-run this utility to get the additional information\"", ")" ]
Print user's setup information
[ "Print", "user", "s", "setup", "information" ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/collect_env.py#L16-L127
train
Print user s setup information
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1139) + chr(1582 - 1533), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b110101) + chr(0b110001), 52256 - 52248), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + chr(1564 - 1513) + chr(0b1010 + 0o55) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(52) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(49) + chr(469 - 420) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b10110 + 0o36) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2451 - 2400) + chr(0b110011) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1000001 + 0o56) + '\062' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x34' + chr(1354 - 1300), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(53) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(9200 - 9089) + chr(0b110010) + chr(2241 - 2188) + '\x37', 0o10), ehT0Px3KOsy9(chr(487 - 439) + '\x6f' + '\x31' + chr(0b110010) + chr(0b10010 + 0o42), 41467 - 41459), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(53) + '\x33', 64908 - 64900), ehT0Px3KOsy9(chr(540 - 492) + '\x6f' + '\x37' + chr(53), 38464 - 38456), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110 + 0o55) + chr(2070 - 2022), 20079 - 20071), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10010 + 0o41) + chr(0b110000) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100011 + 0o114) + chr(0b100101 + 0o22) + chr(0b10101 + 0o35), 23943 - 23935), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(0b10011 + 0o36) + chr(0b110010) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b10011 + 0o44) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(0b110010) + '\061', 64038 - 64030), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + '\062' + chr(0b110001 + 0o5) + chr(0b100110 + 0o20), 315 - 307), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + '\x33' + '\x33', 52025 - 52017), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b10011 + 0o41) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(545 - 496) + chr(52) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(216 - 164) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(219 - 171) + chr(566 - 455) + '\061' + chr(0b110011) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(48) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\061' + chr(158 - 108) + chr(0b1101 + 0o50), 0o10), ehT0Px3KOsy9(chr(722 - 674) + '\157' + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x32' + chr(0b11001 + 0o34) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b11000 + 0o32) + '\x35', 8), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(1318 - 1267) + chr(833 - 784) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b10110 + 0o34) + chr(0b10010 + 0o41), 8), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(6358 - 6247) + chr(999 - 950) + '\060' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(372 - 324) + chr(0b110110 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(48) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5671 - 5560) + chr(1402 - 1351) + chr(0b110011) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(315 - 267) + '\157' + '\063' + chr(609 - 555) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(11886 - 11775) + chr(0b110110) + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(10300 - 10189) + chr(0b10001 + 0o45) + chr(0b110000), 61803 - 61795)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + chr(811 - 763), 7431 - 7423)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'g'), '\144' + chr(0b11011 + 0o112) + '\143' + '\x6f' + chr(0b1100100) + '\x65')(chr(5370 - 5253) + chr(0b100110 + 0o116) + chr(9055 - 8953) + chr(1679 - 1634) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def I00dBXy8vgM9(M2Z5V8V2gsct=ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b11001 + 0o27), 0o10)): (XFsm7h4U2YVm,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'9\xc5\x9d\xd3,\xce\xac}'), chr(4686 - 4586) + chr(0b1000101 + 0o40) + chr(0b1100011) + chr(0b10001 + 0o136) + chr(2775 - 2675) + chr(7371 - 7270))(chr(0b1011101 + 0o30) + chr(7803 - 7687) + chr(102) + '\x2d' + chr(0b11001 + 0o37))),) (dAYJPFZC3Xz5,) = (jFWsnpHpAUWz(xafqLlk3kkUe(SXOLrMavuUCe(b'/\xc8\x8f\xd3+\xc8\xf0fC\x9f\xdc=\xc4S'), chr(0b1111 + 0o125) + chr(101) + chr(99) + '\x6f' + chr(4453 - 4353) + chr(3773 - 3672))(chr(9760 - 9643) + '\164' + '\x66' + chr(746 - 701) + chr(0b1110 + 0o52))),) UfwsTxwVxLkO = [] IlCJPBdamEN4 = [] xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100100) + chr(101) + chr(7911 - 7812) + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(10391 - 10275) + '\x66' + chr(842 - 797) + chr(0b11100 + 0o34)))([xafqLlk3kkUe(SXOLrMavuUCe(b't\x94\xc1\x87\x19\xce\xb8dQ\x8c\xdd1\x8b\x00\xe5\xff'), chr(0b1011 + 0o131) + '\x65' + chr(0b1100011) + chr(111) + chr(0b11011 + 0o111) + '\x65')(chr(0b1110001 + 0o4) + chr(0b1110100) + chr(5217 - 5115) + chr(45) + chr(56)), None]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(100) + '\145' + chr(0b111000 + 0o53) + chr(0b100111 + 0o110) + chr(100) + chr(101))('\165' + '\x74' + '\146' + '\x2d' + chr(56)))([xafqLlk3kkUe(SXOLrMavuUCe(b'9\xd0\x88\xcf%\xcf'), '\144' + '\145' + chr(0b101 + 0o136) + chr(3824 - 3713) + chr(100) + '\x65')(chr(9440 - 9323) + '\x74' + chr(102) + chr(45) + chr(424 - 368)), xafqLlk3kkUe(XFsm7h4U2YVm, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xd0\x88\xcf%\xcf\x81fC\x9f\xdc=\xc4S'), chr(0b1001100 + 0o30) + chr(101) + chr(0b1011001 + 0o12) + chr(0b1101111) + chr(0b1100000 + 0o4) + chr(0b1100101))(chr(117) + '\164' + '\x66' + '\055' + chr(0b10011 + 0o45)))()]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(100) + chr(0b1100101) + chr(3696 - 3597) + chr(0b1101111) + chr(100) + chr(0b1011100 + 0o11))(chr(0b1110101) + chr(10989 - 10873) + chr(0b110100 + 0o62) + chr(0b11 + 0o52) + '\x38'))([xafqLlk3kkUe(SXOLrMavuUCe(b'/\xc8\x8f\xd3+\xc8'), chr(0b1001 + 0o133) + chr(101) + '\x63' + chr(0b1101001 + 0o6) + '\x64' + '\145')(chr(117) + chr(6243 - 6127) + chr(0b1100110 + 0o0) + chr(0b101101) + '\070'), xafqLlk3kkUe(dAYJPFZC3Xz5, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xf6\x8a\xc28\xd2\xb7\x7fH\xb2\xf0'), chr(0b11001 + 0o113) + chr(101) + '\143' + chr(0b11001 + 0o126) + chr(7102 - 7002) + chr(4316 - 4215))('\x75' + '\x74' + chr(0b10 + 0o144) + chr(196 - 151) + chr(0b111000)))]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100001 + 0o3) + '\145' + chr(0b1100011) + chr(0b1010001 + 0o36) + chr(0b111100 + 0o50) + chr(0b101011 + 0o72))(chr(0b111011 + 0o72) + chr(0b111101 + 0o67) + '\146' + '\055' + '\070'))([xafqLlk3kkUe(SXOLrMavuUCe(b"/\xc8\x8f\xd3:\xd3\xb1wT\x88\xdc'"), '\x64' + chr(101) + chr(0b100101 + 0o76) + '\157' + '\144' + chr(101))('\165' + chr(0b10 + 0o162) + '\x66' + chr(0b101101) + '\070'), xafqLlk3kkUe(BInoG_Mlk4iZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xf6\x8a\xc28\xd2\xb7\x7fH\xb2\xf0'), '\x64' + '\x65' + '\143' + chr(0b111010 + 0o65) + chr(0b110001 + 0o63) + chr(0b1100101))('\165' + chr(0b11111 + 0o125) + '\x66' + chr(0b101101) + '\x38'))]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), '\x64' + chr(0b1100101) + chr(1823 - 1724) + '\x6f' + chr(8780 - 8680) + '\x65')(chr(0b10011 + 0o142) + chr(116) + '\x66' + chr(1859 - 1814) + '\070'))([xafqLlk3kkUe(SXOLrMavuUCe(b'=\xc6\x8e\xc4"'), chr(100) + '\x65' + chr(99) + '\x6f' + '\x64' + chr(0b1100101))(chr(0b101011 + 0o112) + chr(7807 - 7691) + chr(102) + chr(0b101101) + '\070'), xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\xf6\x8a\xc28\xd2\xb7\x7fH\xb2\xf0'), '\x64' + chr(0b1100101) + chr(99) + '\x6f' + chr(100) + chr(101))(chr(117) + '\164' + chr(4515 - 4413) + chr(0b101101) + chr(0b111000)))]) cTsjNbtiBYNK = xafqLlk3kkUe(SXOLrMavuUCe(b"'\xdf\x95\xc3#\xc0\xf3cK\x84"), chr(0b11 + 0o141) + chr(0b1100101) + chr(99) + chr(8527 - 8416) + '\144' + chr(0b100010 + 0o103))(chr(7943 - 7826) + chr(0b1110100) + '\x66' + chr(1186 - 1141) + '\x38') _Gy0QBB2Yxbw = ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10011 + 0o35), 8) try: ShZmEKfTkAOZ = SorA9b5x63bd.run(cTsjNbtiBYNK.split(), shell=ehT0Px3KOsy9('\060' + '\x6f' + chr(1795 - 1747), 8), check=ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 8), stdout=SorA9b5x63bd.PIPE) except ZVWAAMjVVHHl: pass else: if xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b';\xcc\x88\xd28\xcf\xbd\x7fB\x88'), '\x64' + chr(101) + '\x63' + chr(0b110111 + 0o70) + '\144' + chr(0b111010 + 0o53))(chr(7283 - 7166) + chr(0b1101000 + 0o14) + chr(7767 - 7665) + '\055' + chr(2207 - 2151))) == ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1007 - 959), 8) and xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b':\xdd\x98\xc8?\xd5'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + '\145')('\x75' + '\164' + '\x66' + chr(0b1011 + 0o42) + chr(0b10010 + 0o46))): _Gy0QBB2Yxbw = ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), 0o10) if _Gy0QBB2Yxbw: YDJBA8tfiGYp = ShZmEKfTkAOZ.stdout.decode(xafqLlk3kkUe(SXOLrMavuUCe(b'<\xdd\x9a\x8ar'), chr(866 - 766) + chr(3266 - 3165) + chr(9173 - 9074) + chr(111) + '\x64' + chr(0b100100 + 0o101))(chr(0b1110101) + chr(0b1101001 + 0o13) + chr(9461 - 9359) + chr(0b100110 + 0o7) + '\x38')) AZi1vqvu7T1_ = _7u55U49WwX2.findall(xafqLlk3kkUe(SXOLrMavuUCe(b'\r\xdb\x95\xd1/\xd3\xfeFC\x9f\xdc=\xc4S\xe2\xe2\x11{&u\x9dG\xc99\x82vl'), chr(5017 - 4917) + '\x65' + '\143' + chr(111) + '\x64' + chr(5933 - 5832))('\165' + chr(0b1011100 + 0o30) + '\x66' + '\055' + chr(1239 - 1183)), YDJBA8tfiGYp) if AZi1vqvu7T1_: xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(835 - 735) + chr(0b1100100 + 0o1) + '\143' + '\157' + '\x64' + chr(5583 - 5482))(chr(9267 - 9150) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111 + 0o61)))([xafqLlk3kkUe(SXOLrMavuUCe(b"'\xdf\x95\xc3#\xc0\xfetT\x84\xd91\xd9"), chr(0b1100100) + '\x65' + '\x63' + chr(0b1101111) + chr(100) + chr(7890 - 7789))(chr(9413 - 9296) + chr(0b1110100) + chr(102) + chr(45) + '\070'), AZi1vqvu7T1_[ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(48), 8)]]) w3glL49lzMVJ = xafqLlk3kkUe(SXOLrMavuUCe(b'(\xdf\x9d\xce&\xc0\xbc|C'), '\x64' + chr(8899 - 8798) + chr(99) + '\157' + chr(9168 - 9068) + chr(0b1100101))(chr(0b1110101) + chr(1271 - 1155) + chr(1607 - 1505) + chr(1373 - 1328) + chr(0b111000)) if cEkFpYktkSeK.cuda.is_available() else xafqLlk3kkUe(SXOLrMavuUCe(b'c\x83\xb2\xc8>\x81\xbffG\x84\xc35\xc9Q\xbd\xe8\x10s'), chr(100) + chr(4610 - 4509) + '\143' + chr(0b1001101 + 0o42) + chr(0b1100100) + chr(0b101000 + 0o75))('\165' + '\164' + chr(8191 - 8089) + '\x2d' + '\070') xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(7789 - 7689) + '\145')(chr(117) + chr(116) + chr(4880 - 4778) + '\055' + '\070'))([xafqLlk3kkUe(SXOLrMavuUCe(b'=\xc6\x8e\xc4"\x81\xbdeB\x8c'), '\144' + chr(0b1100101) + chr(800 - 701) + chr(111) + '\x64' + '\x65')('\165' + chr(5378 - 5262) + '\x66' + chr(0b10001 + 0o34) + chr(1747 - 1691)), f"{xafqLlk3kkUe(cEkFpYktkSeK.version, chr(99) + chr(0b1110101) + chr(100) + chr(0b11010 + 0o107))} / is {w3glL49lzMVJ}"]) if xafqLlk3kkUe(cEkFpYktkSeK.cuda, xafqLlk3kkUe(SXOLrMavuUCe(b' \xda\xa3\xc6<\xc0\xb7|G\x8f\xc31'), chr(7339 - 7239) + '\145' + chr(8074 - 7975) + chr(0b1101111) + '\x64' + '\x65')(chr(117) + chr(0b100100 + 0o120) + chr(102) + chr(0b101101) + chr(56)))(): PG24zxmxDc0E = xafqLlk3kkUe(SXOLrMavuUCe(b',\xc7\x9d\xc5&\xc4\xba'), chr(100) + '\145' + chr(4516 - 4417) + '\157' + chr(2142 - 2042) + chr(0b111000 + 0o55))('\x75' + chr(0b1110100) + chr(102) + chr(45) + '\070') if cEkFpYktkSeK.backends.cudnn.enabled else xafqLlk3kkUe(SXOLrMavuUCe(b'c\x83\xb2\xc8>\x81\xbb~G\x8f\xc31\xcf\x17\xf2\xe2'), chr(0b110010 + 0o62) + chr(101) + '\x63' + '\157' + chr(0b1010101 + 0o17) + chr(0b101101 + 0o70))('\165' + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(100) + chr(0b1100101) + chr(6078 - 5979) + chr(0b1000 + 0o147) + chr(100) + '\145')('\165' + '\x74' + '\x66' + chr(1463 - 1418) + chr(0b111000)))([xafqLlk3kkUe(SXOLrMavuUCe(b'=\xc6\x8e\xc4"\x81\xbdeB\x83\xc1'), chr(0b1100100) + chr(0b1100100 + 0o1) + '\x63' + chr(4549 - 4438) + '\x64' + '\145')('\x75' + chr(0b1000010 + 0o62) + '\x66' + chr(0b100100 + 0o11) + chr(56)), f"{xafqLlk3kkUe(cEkFpYktkSeK.backends.cudnn, chr(3869 - 3770) + chr(10123 - 10011) + chr(0b101100 + 0o41) + chr(0b1100110) + chr(81) + chr(95) + chr(0b10100 + 0o40) + chr(2675 - 2580) + chr(0b1010011 + 0o3) + chr(98) + chr(2729 - 2674) + chr(0b1000011))()} / is {PG24zxmxDc0E}"]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(100) + chr(575 - 474) + chr(5890 - 5791) + chr(0b1101111) + chr(0b1100100) + chr(1918 - 1817))('\165' + '\x74' + '\x66' + '\x2d' + chr(619 - 563)))([xafqLlk3kkUe(SXOLrMavuUCe(b'C\x94\xc1\x9aj\xe9\xbfbB\x9a\xce&\xce\x1d\xe5\xff\x07'), '\144' + '\x65' + '\143' + '\157' + chr(5467 - 5367) + '\x65')('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111000)), None]) JQSYiLB591zu = [] xTE7UHzdnCWV = ehT0Px3KOsy9('\x30' + chr(111) + '\060', 8) if _Gy0QBB2Yxbw: try: cTsjNbtiBYNK = xafqLlk3kkUe(SXOLrMavuUCe(b"'\xdf\x95\xc3#\xc0\xf3cK\x84\x8fy\x86L\xad\xa7H*Wv\xc6n\xda\x08\x830*'U\x80!\xa4'%\xaa\xe0\xf2\xdbW_;\xc4\x9d\xd3w\xc2\xadf\n\x83\xc0!\xc5T\xac\xb1\x16=\x15y\xd3z\x83\x00\x94"), chr(0b1100100) + '\145' + chr(9142 - 9043) + chr(0b100011 + 0o114) + chr(0b1100100) + '\145')(chr(0b1011 + 0o152) + chr(0b11000 + 0o134) + '\x66' + chr(0b11000 + 0o25) + chr(3091 - 3035)) ShZmEKfTkAOZ = SorA9b5x63bd.run(cTsjNbtiBYNK.split(), shell=ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b1001 + 0o47), 8), check=ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\x30', 8), stdout=SorA9b5x63bd.PIPE) except ZVWAAMjVVHHl: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'!\xc8\x8a\xc2j\xcf\xa8yB\x84\xcey\xd8P\xb1\xee\x1a1\x0fe\x96}\x86\x0c\x8a8!uX\xc1u\xba&!\xb4\xb9\xff\x9fE'), chr(100) + '\145' + chr(0b1100011) + chr(111) + chr(353 - 253) + chr(0b1000000 + 0o45))(chr(0b1001100 + 0o51) + chr(116) + chr(0b110110 + 0o60) + chr(0b101101) + chr(0b111000))) else: if xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b';\xcc\x88\xd28\xcf\xbd\x7fB\x88'), '\144' + chr(8237 - 8136) + '\143' + chr(0b101 + 0o152) + chr(0b1100100) + chr(4967 - 4866))(chr(0b1110101) + '\x74' + '\146' + chr(0b101101) + '\070')) == ehT0Px3KOsy9(chr(1406 - 1358) + '\x6f' + chr(48), 8) and xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b':\xdd\x98\xc8?\xd5'), chr(0b1100100) + chr(0b1000110 + 0o37) + '\x63' + chr(0b11101 + 0o122) + chr(100) + chr(101))('\x75' + chr(0b1110001 + 0o3) + chr(0b1100110) + '\x2d' + chr(0b111000))): e1jVqMSBZ01Y = ShZmEKfTkAOZ.stdout.decode(xafqLlk3kkUe(SXOLrMavuUCe(b'<\xdd\x9a\x8ar'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b1111 + 0o125) + chr(1928 - 1827))(chr(117) + '\164' + '\x66' + '\055' + '\070')) JQSYiLB591zu = [ehT0Px3KOsy9(OeWW0F1dBPRQ) for OeWW0F1dBPRQ in e1jVqMSBZ01Y.strip().split(xafqLlk3kkUe(SXOLrMavuUCe(b'C'), '\144' + '\145' + chr(99) + '\157' + '\144' + chr(0b1000011 + 0o42))(chr(9111 - 8994) + chr(116) + chr(0b0 + 0o146) + chr(781 - 736) + '\x38'))] xTE7UHzdnCWV = c2A0yzQpDQB3(JQSYiLB591zu) if xTE7UHzdnCWV: xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100100) + chr(2395 - 2294) + chr(1107 - 1008) + chr(0b101110 + 0o101) + chr(100) + '\145')('\165' + chr(1381 - 1265) + '\x66' + chr(0b110 + 0o47) + '\070'))([xafqLlk3kkUe(SXOLrMavuUCe(b"'\xdf\x95\xc3#\xc0\xfewV\x98\xdc"), chr(0b100111 + 0o75) + chr(5391 - 5290) + chr(0b1010110 + 0o15) + '\x6f' + chr(0b1100100) + chr(0b1000 + 0o135))('\x75' + chr(116) + chr(0b1001100 + 0o32) + '\055' + '\x38'), xTE7UHzdnCWV]) di15zmteexIW = cEkFpYktkSeK.cuda.device_count() if di15zmteexIW: xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1010010 + 0o23))(chr(5921 - 5804) + '\x74' + '\x66' + '\055' + chr(0b10011 + 0o45)))([xafqLlk3kkUe(SXOLrMavuUCe(b'=\xc6\x8e\xc4"\x81\xbauP\x84\xcc1\xd8'), chr(0b1011011 + 0o11) + chr(0b1010011 + 0o22) + chr(0b11100 + 0o107) + '\x6f' + '\x64' + chr(101))('\165' + chr(0b1010001 + 0o43) + chr(0b1100110) + chr(45) + chr(0b111000)), di15zmteexIW]) for WVxHKyX45z_L in vQr8gNKaIaWE(di15zmteexIW): xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100000 + 0o4) + chr(0b1100101) + chr(99) + chr(111) + chr(9338 - 9238) + chr(0b1100101))('\x75' + chr(9895 - 9779) + chr(102) + chr(45) + chr(2225 - 2169)))([f' - gpu{WVxHKyX45z_L}', (f'{JQSYiLB591zu[WVxHKyX45z_L]}MB | ' if JQSYiLB591zu else xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b10010 + 0o122) + chr(101) + '\x63' + chr(111) + chr(100) + chr(0b1100101))('\x75' + '\x74' + '\146' + chr(45) + chr(0b111000))) + xafqLlk3kkUe(cEkFpYktkSeK.cuda, xafqLlk3kkUe(SXOLrMavuUCe(b'.\xcc\x88\xf8.\xc4\xa8yE\x88\xf0:\xcaP\xbd'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + chr(100) + '\145')('\x75' + '\164' + chr(0b10010 + 0o124) + '\055' + chr(0b111000)))(WVxHKyX45z_L)]) elif xTE7UHzdnCWV: xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b10001 + 0o123) + '\x65' + chr(99) + chr(111) + '\144' + chr(1493 - 1392))(chr(117) + chr(0b1110100) + chr(102) + chr(0b100100 + 0o11) + chr(56)))([f"Have {xTE7UHzdnCWV} GPU(s), but torch can't use them (check nvidia driver)", None]) else: xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b10100 + 0o120) + chr(0b1000110 + 0o37) + chr(2140 - 2041) + '\157' + '\x64' + '\145')(chr(0b1000010 + 0o63) + chr(0b1000111 + 0o55) + '\x66' + chr(0b101101) + chr(56)))([fchr(0b11 + 0o113) + chr(0b1101111) + chr(0b11100 + 0o4) + chr(0b1000111) + chr(0b1010000) + chr(85) + chr(0b1110011) + chr(0b10000 + 0o20) + chr(0b111000 + 0o51) + chr(118) + chr(97) + chr(0b111111 + 0o52) + chr(0b1101100) + chr(97) + chr(98) + chr(108) + chr(0b1111 + 0o126), None]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101111) + '\144' + chr(1761 - 1660))('\165' + chr(13334 - 13218) + chr(6953 - 6851) + chr(45) + chr(0b10111 + 0o41)))([xafqLlk3kkUe(SXOLrMavuUCe(b'C\x94\xc1\x9aj\xe4\xb0fO\x9f\xc0:\xc6X\xb6\xb6\x1anG,'), chr(0b1100100) + chr(0b1010001 + 0o24) + chr(99) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(3970 - 3854) + '\146' + chr(45) + chr(61 - 5)), None]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + chr(0b111111 + 0o45) + chr(101))(chr(0b101000 + 0o115) + chr(0b110010 + 0o102) + chr(0b1100110) + chr(0b1101 + 0o40) + chr(0b10010 + 0o46)))([xafqLlk3kkUe(SXOLrMavuUCe(b'9\xc5\x9d\xd3,\xce\xac}'), chr(100) + chr(0b1100101) + chr(0b110011 + 0o60) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(5340 - 5223) + '\x74' + chr(0b1100110) + chr(45) + '\x38'), xafqLlk3kkUe(XFsm7h4U2YVm, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xc5\x9d\xd3,\xce\xac}'), '\144' + '\x65' + chr(99) + '\157' + chr(100) + chr(101))('\165' + chr(7090 - 6974) + '\146' + '\x2d' + chr(0b111000)))()]) if xafqLlk3kkUe(XFsm7h4U2YVm, xafqLlk3kkUe(SXOLrMavuUCe(b':\xd0\x8f\xd3/\xcc'), chr(2586 - 2486) + chr(4627 - 4526) + '\143' + chr(111) + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + '\146' + chr(45) + '\x38'))() == xafqLlk3kkUe(SXOLrMavuUCe(b'\x05\xc0\x92\xd22'), chr(100) + '\x65' + chr(776 - 677) + chr(111) + chr(3564 - 3464) + chr(101))('\165' + chr(116) + '\x66' + chr(0b101101) + '\070'): tXGT4wUT19ww = pgsmos7PQojs(xafqLlk3kkUe(SXOLrMavuUCe(b'-\xc0\x8f\xd38\xce'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')(chr(0b1010100 + 0o41) + '\164' + '\146' + chr(45) + chr(1207 - 1151))) if tXGT4wUT19ww: xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), '\x64' + chr(101) + chr(99) + chr(8353 - 8242) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1110 + 0o146) + chr(6728 - 6626) + chr(0b101101) + '\x38'))([xafqLlk3kkUe(SXOLrMavuUCe(b'-\xc0\x8f\xd38\xce'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(5997 - 5897) + chr(5673 - 5572))('\165' + chr(116) + '\x66' + chr(45) + chr(0b111000)), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'i'), chr(0b101010 + 0o72) + '\x65' + chr(2450 - 2351) + '\x6f' + chr(100) + '\145')('\165' + '\x74' + chr(0b1100110) + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'#\xc6\x95\xc9'), '\144' + chr(0b1011010 + 0o13) + chr(99) + chr(0b111000 + 0o67) + chr(0b1100100) + '\x65')(chr(11429 - 11312) + '\x74' + chr(102) + chr(45) + chr(2687 - 2631)))(xafqLlk3kkUe(tXGT4wUT19ww, xafqLlk3kkUe(SXOLrMavuUCe(b'%\xc0\x92\xd22\xfe\xbayU\x99\xdd=\xc9H\xac\xabU='), chr(3604 - 3504) + '\145' + '\x63' + chr(11797 - 11686) + '\144' + chr(0b1100101))('\165' + chr(10077 - 9961) + '\x66' + chr(0b101101) + '\070'))())]) else: xafqLlk3kkUe(IlCJPBdamEN4, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(3981 - 3881) + chr(0b10000 + 0o125) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b11000 + 0o115))('\165' + chr(7057 - 6941) + chr(102) + chr(0b101101) + chr(0b1011 + 0o55)))(xafqLlk3kkUe(SXOLrMavuUCe(b'-\xc0\x8f\xd38\xce'), chr(0b1000 + 0o134) + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1110101) + chr(2875 - 2759) + '\146' + '\x2d' + '\070')) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), '\144' + chr(101) + chr(99) + '\x6f' + '\144' + chr(408 - 307))(chr(11272 - 11155) + chr(12048 - 11932) + chr(0b10001 + 0o125) + chr(0b100 + 0o51) + chr(0b100001 + 0o27)))([xafqLlk3kkUe(SXOLrMavuUCe(b'-\xc0\x8f\xd38\xce'), chr(7800 - 7700) + chr(730 - 629) + chr(0b1100011) + '\157' + '\144' + '\x65')(chr(0b1110101) + chr(8018 - 7902) + chr(0b1000001 + 0o45) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(XFsm7h4U2YVm.uname(), xafqLlk3kkUe(SXOLrMavuUCe(b'*\xd9\xb1\xc1\x1b\xfe\xeaOp\x8f\x98\x17'), chr(7036 - 6936) + chr(0b101 + 0o140) + chr(99) + '\x6f' + '\x64' + '\x65')('\165' + chr(0b101001 + 0o113) + '\x66' + chr(0b101101) + '\070'))]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100100) + chr(0b1100101) + chr(0b100001 + 0o102) + '\x6f' + chr(7652 - 7552) + '\x65')(chr(0b1110101) + '\x74' + '\x66' + chr(45) + chr(0b111000)))([xafqLlk3kkUe(SXOLrMavuUCe(b'*\xc6\x92\xc3+\x81\xbb~P'), chr(4214 - 4114) + chr(0b10001 + 0o124) + chr(6933 - 6834) + chr(111) + chr(0b1100100) + chr(0b1001011 + 0o32))(chr(117) + chr(0b1100000 + 0o24) + chr(0b1100110) + '\x2d' + '\070'), _5LqRdZg8jlv(xafqLlk3kkUe(SXOLrMavuUCe(b'\n\xe6\xb2\xe3\x0b\xfe\x9aU`\xac\xfa\x18\xffb\x9d\x8cl'), '\144' + '\x65' + chr(3951 - 3852) + '\x6f' + '\x64' + chr(101))(chr(0b1110101) + '\x74' + chr(102) + '\055' + chr(0b111000)))]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(0b1100100) + '\x65' + chr(5467 - 5368) + chr(0b1101111) + chr(100) + '\x65')('\165' + '\x74' + chr(102) + chr(0b101010 + 0o3) + chr(2627 - 2571)))([xafqLlk3kkUe(SXOLrMavuUCe(b'9\xd0\x88\xcf%\xcf'), '\144' + chr(101) + '\x63' + chr(111) + chr(100) + chr(0b1100101))(chr(117) + '\164' + '\146' + chr(0b101101) + chr(56)), xafqLlk3kkUe(a2SYDDomXDZ2, xafqLlk3kkUe(SXOLrMavuUCe(b',\xd1\x99\xc4?\xd5\xbfrJ\x88'), chr(371 - 271) + chr(4898 - 4797) + chr(99) + '\x6f' + chr(318 - 218) + '\145')('\x75' + '\164' + chr(0b100110 + 0o100) + chr(45) + chr(0b101001 + 0o17)))]) xafqLlk3kkUe(UfwsTxwVxLkO, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xd9\x8c\xc2$\xc5'), chr(8171 - 8071) + chr(101) + chr(7566 - 7467) + chr(0b11001 + 0o126) + '\144' + chr(101))(chr(0b110010 + 0o103) + chr(116) + chr(0b1100100 + 0o2) + chr(82 - 37) + chr(56)))([xafqLlk3kkUe(SXOLrMavuUCe(b':\xd0\x8f\x89:\xc0\xaax'), '\144' + '\145' + '\x63' + '\x6f' + chr(0b110101 + 0o57) + '\145')('\x75' + '\x74' + '\146' + chr(350 - 305) + chr(0b111000)), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'C'), chr(0b1100100) + chr(0b110100 + 0o61) + '\143' + chr(0b1101111) + '\x64' + chr(0b10111 + 0o116))(chr(0b1011010 + 0o33) + chr(116) + chr(0b1100110) + '\055' + chr(1317 - 1261)), xafqLlk3kkUe(SXOLrMavuUCe(b'#\xc6\x95\xc9'), chr(100) + chr(0b1011101 + 0o10) + '\143' + '\x6f' + chr(0b1100100) + chr(101))(chr(641 - 524) + chr(0b1110100) + '\x66' + '\x2d' + '\070'))(xafqLlk3kkUe(a2SYDDomXDZ2, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xc8\x88\xcf'), chr(0b1000000 + 0o44) + chr(101) + '\x63' + chr(11956 - 11845) + '\x64' + chr(0b111110 + 0o47))(chr(117) + '\164' + chr(0b1001111 + 0o27) + '\055' + chr(56))))]) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'C\xa3\x9c\xc7*\xd5\xbbhR'), '\144' + chr(0b1100101) + '\143' + chr(12165 - 12054) + chr(100) + chr(3907 - 3806))('\x75' + chr(116) + chr(0b1001 + 0o135) + chr(0b101101) + chr(0b111000))) tSGhqlJzUtJN = tsdjvlgh9gDP([c2A0yzQpDQB3(GlnVAPeT6CUe[ehT0Px3KOsy9('\060' + chr(6499 - 6388) + chr(1143 - 1095), 8)]) for GlnVAPeT6CUe in UfwsTxwVxLkO if GlnVAPeT6CUe[ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b11000 + 0o127) + chr(0b11010 + 0o27), 8)] is not None]) for GlnVAPeT6CUe in UfwsTxwVxLkO: zLUzGokYBM2Z(f'{GlnVAPeT6CUe[0]:{tSGhqlJzUtJN}}', f': {GlnVAPeT6CUe[1]}' if GlnVAPeT6CUe[ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31', 8)] is not None else xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + '\145' + '\x63' + '\x6f' + chr(0b1100100) + '\145')('\x75' + '\164' + chr(0b1010011 + 0o23) + '\x2d' + chr(0b111000))) if _Gy0QBB2Yxbw: if M2Z5V8V2gsct: zLUzGokYBM2Z(f'\n{YDJBA8tfiGYp}') elif di15zmteexIW: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"'\xc6\xdc\xc9<\xc8\xbayG\xc0\xdc9\xc2\x1d\xb1\xb1\x1a5\x15d\xd8\x7f"), '\x64' + chr(0b1100101) + chr(2058 - 1959) + chr(0b1101111) + chr(100) + '\x65')(chr(0b1110101) + chr(0b1 + 0o163) + chr(0b1100110) + chr(0b101101) + chr(56))) else: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"'\xc6\xdc\xd4?\xd1\xae\x7fT\x99\xca0\x8bZ\xa8\xb7Is\x1c~\xc3u\x83E\x893e!D\xc7&\xeb =\xb5\xb4\xba\x9b"), chr(8510 - 8410) + chr(0b1100101) + chr(99) + chr(111) + '\144' + chr(0b101110 + 0o67))(chr(0b1110101) + '\x74' + chr(102) + '\x2d' + chr(0b100111 + 0o21))) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b')\xc9\x9c\xad'), '\x64' + chr(0b1100101) + '\x63' + chr(111) + chr(860 - 760) + chr(101))(chr(0b1110101) + chr(116) + '\146' + '\x2d' + chr(56))) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\x19\xc5\x99\xc69\xc4\xfe}G\x86\xcat\xd8H\xaa\xa7\x1a'\x151\xdfu\x84\t\x939 uC\xde0\xa5:*\xa1\xef\xbc\x9a^C \xc7\x9b\x87*\xc1\xbe0Q\x85\xca:\x8bD\xb7\xb7\x1a#\x1bb\xc2~\xc7\x0c\x88)*uJ\xc1'\xbe>7\xe9\xa7\xb6\x82YE+\x89\x88\xc8j\xcc\xbf{C\xcd\xdb<\xce\x1d\xaa\xa7J<\x08e\xc5;\x86\x15\x968$'\x0c\xc8:\xb9>%\xb2\xb4\xba\x92\x11Q:\x89\x9f\xc8.\xc4\xfecC\x8e\xdb=\xc4S\xab\xec0"), chr(0b110111 + 0o55) + chr(101) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))('\165' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070')) if IlCJPBdamEN4: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\x06\xd9\x88\xce%\xcf\xbf|\x06\x9d\xce7\xc0\\\xbf\xa7\x12 S1\xc2t\xc7\x00\x885$;O\xcbu\xbf;!\xe6\xa4\xb6\x97V^&\xda\x88\xce)\xd2\xfesG\x83\x8f6\xce\x1d\xb1\xacI'\x1b}\xda~\x83E\x9141=\x16"), chr(100) + chr(101) + '\x63' + '\x6f' + '\144' + '\145')('\165' + '\x74' + chr(0b1011110 + 0o10) + chr(1659 - 1614) + chr(56))) zLUzGokYBM2Z(f"pip install {xafqLlk3kkUe(chr(0b100000), chr(106) + chr(111) + chr(105) + chr(0b101001 + 0o105))(IlCJPBdamEN4)}") zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\xc7\x9f\xc2j\xc8\xb0cR\x8c\xc38\xceY\xf4\xe2H6Wc\xc3u\xc7\x11\x8e46uY\xda<\xa7:0\xbf\xe0\xab\x99\x11W,\xdd\xdc\xd3"\xc4\xfeqB\x89\xc6 \xc2R\xb6\xa3Vs\x13\x7f\xd0t\x95\x08\x87),:B'), chr(100) + chr(101) + '\143' + '\157' + chr(100) + chr(0b1100101))('\165' + chr(116) + chr(0b111110 + 0o50) + chr(45) + chr(0b110011 + 0o5)))
fastai/fastai
fastai/utils/collect_env.py
pypi_module_version_is_available
def pypi_module_version_is_available(module, version): "Check whether module==version is available on pypi" # returns True/False (or None if failed to execute the check) # using a hack that when passing "module==" w/ no version number to pip # it "fails" and returns all the available versions in stderr try: cmd = f"pip install {module}==" result = subprocess.run(cmd.split(), shell=False, check=False, stdout=subprocess.PIPE, stderr=subprocess.PIPE) except Exception as e: print(f"Error: {e}") return None else: if result.returncode == 1 and result.stderr: output = result.stderr.decode('utf-8') return True if version in output else False else: print(f"Some error in {cmd}") return None
python
def pypi_module_version_is_available(module, version): "Check whether module==version is available on pypi" # returns True/False (or None if failed to execute the check) # using a hack that when passing "module==" w/ no version number to pip # it "fails" and returns all the available versions in stderr try: cmd = f"pip install {module}==" result = subprocess.run(cmd.split(), shell=False, check=False, stdout=subprocess.PIPE, stderr=subprocess.PIPE) except Exception as e: print(f"Error: {e}") return None else: if result.returncode == 1 and result.stderr: output = result.stderr.decode('utf-8') return True if version in output else False else: print(f"Some error in {cmd}") return None
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Check whether module==version is available on pypi
[ "Check", "whether", "module", "==", "version", "is", "available", "on", "pypi" ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/collect_env.py#L129-L148
train
Check whether module == version is available on pypi
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(435 - 387) + '\157' + chr(0b11001 + 0o32) + chr(2448 - 2394) + chr(2325 - 2273), 16216 - 16208), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(10470 - 10359) + chr(0b1110 + 0o44) + chr(0b10101 + 0o34) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(5921 - 5810) + '\x33' + chr(0b110100) + chr(54), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(869 - 814) + chr(0b110000), 21229 - 21221), ehT0Px3KOsy9(chr(709 - 661) + '\x6f' + chr(50) + chr(0b100111 + 0o17) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1557 - 1508) + '\x33' + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5655 - 5544) + chr(2008 - 1959) + chr(50) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x30' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\062' + chr(0b110011), 28347 - 28339), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\061' + chr(0b101010 + 0o7) + chr(1420 - 1365), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1010 + 0o50) + chr(0b110000 + 0o2) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10 + 0o61) + '\x35' + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + '\061' + chr(0b11010 + 0o32) + chr(0b110000), 48902 - 48894), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o5) + chr(1209 - 1154), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x33' + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + chr(51) + chr(0b11110 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\063' + chr(50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1111 + 0o44) + chr(49) + '\x33', 4976 - 4968), ehT0Px3KOsy9(chr(48) + chr(0b1001100 + 0o43) + chr(55) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1661 - 1611) + chr(55), 0o10), ehT0Px3KOsy9(chr(1836 - 1788) + chr(0b1000011 + 0o54) + chr(0b110001) + '\060' + chr(0b11 + 0o55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001101 + 0o42) + '\x31' + '\x31' + chr(50), 33462 - 33454), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(736 - 686) + '\x30' + chr(1516 - 1462), 0b1000), ehT0Px3KOsy9(chr(897 - 849) + chr(1422 - 1311) + chr(1537 - 1488) + chr(1102 - 1054) + chr(235 - 185), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x33' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(0b111 + 0o53) + chr(0b110011) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b11001 + 0o30) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\062' + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(8390 - 8279) + '\063' + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + chr(995 - 946) + chr(0b110011) + chr(0b11000 + 0o33), 8), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + chr(0b11011 + 0o27), 0o10), ehT0Px3KOsy9(chr(1172 - 1124) + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(52), 59195 - 59187), ehT0Px3KOsy9(chr(60 - 12) + '\x6f' + '\063' + chr(0b110011 + 0o0) + '\065', 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(931 - 820) + chr(51) + '\066' + chr(1689 - 1639), 0b1000), ehT0Px3KOsy9(chr(2258 - 2210) + chr(7064 - 6953) + chr(0b110010) + chr(52) + chr(2054 - 2002), 25745 - 25737), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(53) + chr(0b101100 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(107 - 59) + chr(111) + chr(376 - 327) + chr(55) + chr(1158 - 1103), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6350 - 6239) + chr(0b101001 + 0o12) + chr(1177 - 1129), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11011 + 0o32) + chr(0b110000), 62588 - 62580)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xda'), '\x64' + '\145' + chr(1117 - 1018) + chr(0b1011110 + 0o21) + chr(5504 - 5404) + '\x65')(chr(117) + chr(116) + chr(0b1100000 + 0o6) + chr(0b11110 + 0o17) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def i5GU8FSTZkgH(RqocVGOryNPv, cpMfQ_4_Vb7C): try: cTsjNbtiBYNK = f'pip install {RqocVGOryNPv}==' ShZmEKfTkAOZ = SorA9b5x63bd.run(cTsjNbtiBYNK.split(), shell=ehT0Px3KOsy9('\060' + chr(9591 - 9480) + '\060', 5838 - 5830), check=ehT0Px3KOsy9('\060' + '\x6f' + chr(1361 - 1313), 8), stdout=SorA9b5x63bd.PIPE, stderr=SorA9b5x63bd.PIPE) except jLmadlzMdunT as GlnVAPeT6CUe: zLUzGokYBM2Z(f'Error: {GlnVAPeT6CUe}') return None else: if xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\xee\x92M\xc115H\xa26'), '\x64' + chr(1831 - 1730) + chr(3595 - 3496) + chr(1480 - 1369) + '\144' + chr(6199 - 6098))(chr(0b1001010 + 0o53) + '\164' + chr(0b1100110) + '\055' + '\070')) == ehT0Px3KOsy9('\x30' + '\157' + '\061', ord("\x08")) and xafqLlk3kkUe(ShZmEKfTkAOZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xff\x82]\xc1-'), chr(0b1100100) + chr(6585 - 6484) + chr(0b1 + 0o142) + chr(111) + chr(0b1100100) + chr(0b1100101))('\x75' + '\x74' + '\x66' + '\055' + chr(56))): e1jVqMSBZ01Y = ShZmEKfTkAOZ.stderr.decode(xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xff\x80\x15\x8b'), '\x64' + chr(4130 - 4029) + '\x63' + '\157' + chr(100) + chr(101))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(513 - 468) + chr(56))) return ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x31', 8) if cpMfQ_4_Vb7C in e1jVqMSBZ01Y else ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(11863 - 11752) + chr(0b110000), 8) else: zLUzGokYBM2Z(f'Some error in {cTsjNbtiBYNK}') return None
fastai/fastai
fastai/utils/collect_env.py
check_perf
def check_perf(): "Suggest how to improve the setup to speed things up" from PIL import features, Image from packaging import version print("Running performance checks.") # libjpeg_turbo check print("\n*** libjpeg-turbo status") if version.parse(Image.PILLOW_VERSION) >= version.parse("5.3.9"): if features.check_feature('libjpeg_turbo'): print("✔ libjpeg-turbo is on") else: print("✘ libjpeg-turbo is not on. It's recommended you install libjpeg-turbo to speed up JPEG decoding. See https://docs.fast.ai/performance.html#libjpeg-turbo") else: print(f"❓ libjpeg-turbo's status can't be derived - need Pillow(-SIMD)? >= 5.4.0 to tell, current version {Image.PILLOW_VERSION}") # XXX: remove this check/note once Pillow and Pillow-SIMD 5.4.0 is available pillow_ver_5_4_is_avail = pypi_module_version_is_available("Pillow", "5.4.0") if pillow_ver_5_4_is_avail == False: print("5.4.0 is not yet available, other than the dev version on github, which can be installed via pip from git+https://github.com/python-pillow/Pillow. See https://docs.fast.ai/performance.html#libjpeg-turbo") # Pillow-SIMD check print("\n*** Pillow-SIMD status") if re.search(r'\.post\d+', Image.PILLOW_VERSION): print(f"✔ Running Pillow-SIMD {Image.PILLOW_VERSION}") else: print(f"✘ Running Pillow {Image.PILLOW_VERSION}; It's recommended you install Pillow-SIMD to speed up image resizing and other operations. See https://docs.fast.ai/performance.html#pillow-simd") # CUDA version check # compatibility table: k: min nvidia ver is required for v: cuda ver # note: windows nvidia driver version is slightly higher, see: # https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html # note: add new entries if pytorch starts supporting new cudaXX nvidia2cuda = { "410.00": "10.0", "384.81": "9.0", "367.48": "8.0", } print("\n*** CUDA status") if torch.cuda.is_available(): pynvml = load_pynvml_env() nvidia_ver = (pynvml.nvmlSystemGetDriverVersion().decode('utf-8') if platform.system() != "Darwin" else "Cannot be determined on OSX yet") cuda_ver = torch.version.cuda max_cuda = "8.0" for k in sorted(nvidia2cuda.keys()): if version.parse(nvidia_ver) > version.parse(k): max_cuda = nvidia2cuda[k] if version.parse(str(max_cuda)) <= version.parse(cuda_ver): print(f"✔ Running the latest CUDA {cuda_ver} with NVIDIA driver {nvidia_ver}") else: print(f"✘ You are running pytorch built against cuda {cuda_ver}, your NVIDIA driver {nvidia_ver} supports cuda10. See https://pytorch.org/get-started/locally/ to install pytorch built against the faster CUDA version.") else: print(f"❓ Running cpu-only torch version, CUDA check is not relevant") print("\nRefer to https://docs.fast.ai/performance.html to make sense out of these checks and suggestions.")
python
def check_perf(): "Suggest how to improve the setup to speed things up" from PIL import features, Image from packaging import version print("Running performance checks.") # libjpeg_turbo check print("\n*** libjpeg-turbo status") if version.parse(Image.PILLOW_VERSION) >= version.parse("5.3.9"): if features.check_feature('libjpeg_turbo'): print("✔ libjpeg-turbo is on") else: print("✘ libjpeg-turbo is not on. It's recommended you install libjpeg-turbo to speed up JPEG decoding. See https://docs.fast.ai/performance.html#libjpeg-turbo") else: print(f"❓ libjpeg-turbo's status can't be derived - need Pillow(-SIMD)? >= 5.4.0 to tell, current version {Image.PILLOW_VERSION}") # XXX: remove this check/note once Pillow and Pillow-SIMD 5.4.0 is available pillow_ver_5_4_is_avail = pypi_module_version_is_available("Pillow", "5.4.0") if pillow_ver_5_4_is_avail == False: print("5.4.0 is not yet available, other than the dev version on github, which can be installed via pip from git+https://github.com/python-pillow/Pillow. See https://docs.fast.ai/performance.html#libjpeg-turbo") # Pillow-SIMD check print("\n*** Pillow-SIMD status") if re.search(r'\.post\d+', Image.PILLOW_VERSION): print(f"✔ Running Pillow-SIMD {Image.PILLOW_VERSION}") else: print(f"✘ Running Pillow {Image.PILLOW_VERSION}; It's recommended you install Pillow-SIMD to speed up image resizing and other operations. See https://docs.fast.ai/performance.html#pillow-simd") # CUDA version check # compatibility table: k: min nvidia ver is required for v: cuda ver # note: windows nvidia driver version is slightly higher, see: # https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html # note: add new entries if pytorch starts supporting new cudaXX nvidia2cuda = { "410.00": "10.0", "384.81": "9.0", "367.48": "8.0", } print("\n*** CUDA status") if torch.cuda.is_available(): pynvml = load_pynvml_env() nvidia_ver = (pynvml.nvmlSystemGetDriverVersion().decode('utf-8') if platform.system() != "Darwin" else "Cannot be determined on OSX yet") cuda_ver = torch.version.cuda max_cuda = "8.0" for k in sorted(nvidia2cuda.keys()): if version.parse(nvidia_ver) > version.parse(k): max_cuda = nvidia2cuda[k] if version.parse(str(max_cuda)) <= version.parse(cuda_ver): print(f"✔ Running the latest CUDA {cuda_ver} with NVIDIA driver {nvidia_ver}") else: print(f"✘ You are running pytorch built against cuda {cuda_ver}, your NVIDIA driver {nvidia_ver} supports cuda10. See https://pytorch.org/get-started/locally/ to install pytorch built against the faster CUDA version.") else: print(f"❓ Running cpu-only torch version, CUDA check is not relevant") print("\nRefer to https://docs.fast.ai/performance.html to make sense out of these checks and suggestions.")
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Suggest how to improve the setup to speed things up
[ "Suggest", "how", "to", "improve", "the", "setup", "to", "speed", "things", "up" ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/utils/collect_env.py#L150-L204
train
Suggest how to improve the setup to speed things up
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(1166 - 1118) + '\157' + chr(0b110011) + chr(0b1100 + 0o50) + chr(407 - 358), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1137 - 1088) + chr(0b110101) + chr(0b101000 + 0o12), 59265 - 59257), ehT0Px3KOsy9('\060' + chr(536 - 425) + chr(2026 - 1977) + chr(0b110001) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(1052 - 1004) + chr(0b110001 + 0o76) + '\x33' + '\060' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101100 + 0o5) + chr(0b110001) + chr(643 - 588), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(1157 - 1102) + chr(0b101 + 0o57), 42599 - 42591), ehT0Px3KOsy9(chr(0b110000) + chr(991 - 880) + chr(0b110010) + chr(0b1100 + 0o52) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x34' + '\x35', 0o10), ehT0Px3KOsy9(chr(452 - 404) + chr(0b1000001 + 0o56) + '\x31' + '\x33' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(2287 - 2239) + chr(6118 - 6007) + chr(1827 - 1776) + '\x35' + chr(855 - 802), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\x36' + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(0b100110 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + chr(0b10010 + 0o37) + '\x31' + '\066', 61519 - 61511), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1745 - 1696) + '\060' + chr(0b10011 + 0o41), 0o10), ehT0Px3KOsy9('\060' + chr(328 - 217) + '\063' + chr(53) + chr(344 - 294), 40226 - 40218), ehT0Px3KOsy9(chr(165 - 117) + chr(0b11 + 0o154) + chr(49) + '\063', 59615 - 59607), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\x33' + '\x34', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\066' + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\064' + chr(1258 - 1206), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x32' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1014 - 966) + '\x6f' + chr(0b10100 + 0o36) + chr(0b100110 + 0o15), 20941 - 20933), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(50) + chr(1420 - 1371) + chr(0b1011 + 0o50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b110111) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + chr(2493 - 2442) + chr(51) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1963 - 1915) + '\157' + chr(2129 - 2079) + '\064' + chr(0b110101), 8), ehT0Px3KOsy9(chr(2304 - 2256) + chr(131 - 20) + chr(1471 - 1421) + chr(48), 42300 - 42292), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b11111 + 0o24), 8), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(49) + '\062' + chr(52), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(1030 - 977) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110101) + chr(2208 - 2160), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\x31', 0o10), ehT0Px3KOsy9(chr(1061 - 1013) + chr(0b1100101 + 0o12) + chr(0b101100 + 0o7) + chr(0b11011 + 0o25) + '\x37', 8), ehT0Px3KOsy9(chr(1122 - 1074) + chr(0b1111 + 0o140) + '\061' + chr(49) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x32', 32939 - 32931), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o4) + '\x36', 64844 - 64836), ehT0Px3KOsy9(chr(48) + chr(10659 - 10548) + '\x31' + chr(0b110011) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(0b110001 + 0o1) + chr(2138 - 2090) + chr(0b101010 + 0o6), 64714 - 64706), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001 + 0o0) + chr(0b110011) + chr(1743 - 1694), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110100) + '\064', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(898 - 850) + chr(6497 - 6386) + '\065' + chr(133 - 85), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf'), '\x64' + '\x65' + chr(1761 - 1662) + chr(0b1101111) + chr(100) + chr(2238 - 2137))(chr(117) + '\164' + chr(0b1100100 + 0o2) + chr(0b101101) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def gMHulUaC4or8(): (EEf4r9nUvta_, Xi3KfA6brWYX) = (xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1#\x05'), '\144' + chr(0b10000 + 0o125) + '\x63' + '\x6f' + '\144' + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x0f(\xb3:\xce\xd2q'), chr(3068 - 2968) + chr(3124 - 3023) + chr(99) + '\157' + chr(3675 - 3575) + '\x65')('\165' + '\164' + chr(102) + chr(204 - 159) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x0f(\xb3:\xce\xd2q'), '\x64' + chr(0b11110 + 0o107) + '\143' + '\x6f' + chr(6056 - 5956) + chr(101))(chr(0b1110101) + chr(10205 - 10089) + chr(102) + chr(0b1000 + 0o45) + chr(56))), xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1#\x05'), chr(0b1010111 + 0o15) + chr(184 - 83) + chr(0b1100011) + chr(111) + chr(6017 - 5917) + chr(0b1100101))(chr(5681 - 5564) + chr(0b1100 + 0o150) + chr(102) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\x07(\xa0*'), chr(0b1100100) + '\x65' + chr(7326 - 7227) + chr(11007 - 10896) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100110) + chr(45) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\x07(\xa0*'), chr(0b110101 + 0o57) + chr(5042 - 4941) + '\x63' + chr(0b110110 + 0o71) + chr(0b10 + 0o142) + '\145')(chr(117) + chr(12917 - 12801) + chr(0b1100000 + 0o6) + chr(0b111 + 0o46) + chr(56)))) (cpMfQ_4_Vb7C,) = (xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b*\xac.\xdb\xdel\xc2'), chr(100) + '\145' + chr(0b1100011) + chr(111) + '\144' + '\x65')(chr(117) + '\x74' + chr(6819 - 6717) + chr(0b10011 + 0o32) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\x0f;\xb4&\xd3\xd9'), chr(0b1100100) + chr(0b1001100 + 0o31) + chr(0b1001000 + 0o33) + chr(7584 - 7473) + '\x64' + '\x65')(chr(0b101110 + 0o107) + chr(7699 - 7583) + '\146' + chr(1513 - 1468) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\x0f;\xb4&\xd3\xd9'), chr(100) + '\145' + chr(0b1100011) + '\157' + '\144' + chr(0b100000 + 0o105))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38')),) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3\x1f\'\xa9&\xd2\xd0"\xd59\x9f\xd2G<)\x8be?\x10\xc4\xb5{\xee\x1f\xb2\xd6>'), chr(3967 - 3867) + '\145' + chr(1059 - 960) + chr(0b1101111) + chr(0b1100011 + 0o1) + chr(3467 - 3366))(chr(117) + '\x74' + '\146' + chr(1364 - 1319) + chr(56))) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb@c\xedo\xd0\xde`\xcf,\x88\xd3\x05:1\x98i3U\x97\xa2r\xff\t\xaa'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + chr(9919 - 9819) + chr(0b1100101))(chr(0b11010 + 0o133) + chr(10698 - 10582) + '\146' + chr(0b0 + 0o55) + '\x38')) if xafqLlk3kkUe(cpMfQ_4_Vb7C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b;\xb4*'), chr(0b1100100) + '\x65' + chr(118 - 19) + chr(2383 - 2272) + chr(100) + chr(0b101111 + 0o66))(chr(0b10101 + 0o140) + chr(0b1110100) + chr(102) + chr(1285 - 1240) + chr(56)))(xafqLlk3kkUe(Xi3KfA6brWYX, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1#\x05\x8b\x00\xeb\xe8T\xe0\x0e\xbe\xfdg\x00'), chr(100) + chr(101) + chr(0b100111 + 0o74) + '\157' + chr(1458 - 1358) + chr(8099 - 7998))('\x75' + '\x74' + chr(0b1100110) + chr(0b1001 + 0o44) + '\x38'))) >= xafqLlk3kkUe(cpMfQ_4_Vb7C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b;\xb4*'), chr(9505 - 9405) + '\145' + chr(545 - 446) + chr(111) + chr(100) + chr(0b1100101))(chr(0b111101 + 0o70) + chr(116) + '\146' + chr(0b101000 + 0o5) + chr(0b101010 + 0o16)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4Dz\xe9v'), chr(0b111100 + 0o50) + chr(0b1100101) + '\143' + chr(0b1101111) + '\x64' + chr(8075 - 7974))('\165' + chr(10930 - 10814) + chr(8468 - 8366) + '\x2d' + chr(1175 - 1119))): if xafqLlk3kkUe(EEf4r9nUvta_, xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\x02,\xa4$\xe3\xd1g\xc4(\x98\xc6M'), chr(100) + chr(0b1100101) + chr(9048 - 8949) + chr(0b10111 + 0o130) + chr(0b1100100) + '\x65')(chr(117) + '\164' + chr(0b1100110) + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8d\x03+\xad?\xd9\xd0]\xd1)\x9f\xd6G'), chr(100) + chr(9842 - 9741) + chr(0b111100 + 0o47) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1110101) + '\164' + chr(102) + '\055' + '\070')): zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\xf6\xdd\xe7#\xd5\xd5h\xd59\x8a\x99\\;6\x88d|\x1c\x97\xf6|\xe5'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(100) + chr(6975 - 6874))('\x75' + chr(0b1110100) + '\x66' + chr(45) + chr(56))) else: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\x03\xf6\xd1\xe7#\xd5\xd5h\xd59\x8a\x99\\;6\x88d|\x1c\x97\xf6}\xe4\x08\xf9\xca~%t'\x9c6\xb4hh{>\xef4I\x84\x04-\xa2+\x9c\xcem\xd0|\x84\xda[:%\x86g|\x19\x8d\xb4y\xfb\x19\xbe\x88d~&\x0c\x871\xb3':m-\xe5<@\xc1\x1f9\xe7\x05\xec\xf2E\x858\x88\xd7G*-\x84lrU\xb7\xb3v\xab\x14\xad\xd1`xnA\xc7u\xa8+i0;\xe1*P\xcf\x0b \xe8?\xd9\xc5d\xca.\x80\xd5F-!\xc4c(\x18\x88\xf5\x7f\xe2\x1e\xb3\xd5uly\x1a\x9dc\xa5'"), '\x64' + chr(5346 - 5245) + '\x63' + '\157' + chr(0b1011001 + 0o13) + chr(0b1001101 + 0o30))('\165' + '\164' + chr(102) + '\x2d' + '\x38')) else: zLUzGokYBM2Z(f"❓ libjpeg-turbo's status can't be derived - need Pillow(-SIMD)? >= 5.4.0 to tell, current version {xafqLlk3kkUe(Xi3KfA6brWYX, chr(80) + chr(0b1001001) + chr(0b1001011 + 0o1) + chr(0b1001100) + chr(0b110 + 0o111) + chr(2612 - 2525) + chr(95) + chr(0b11011 + 0o73) + chr(69) + chr(6073 - 5991) + chr(83) + chr(0b1001001) + chr(0b100001 + 0o56) + chr(4544 - 4466))}") jiaNCIfKfc9b = i5GU8FSTZkgH(xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\x03%\xab \xcb'), chr(100) + chr(0b1011010 + 0o13) + chr(99) + chr(0b101 + 0o152) + chr(0b101100 + 0o70) + '\x65')(chr(0b1110101) + '\164' + chr(0b1100110) + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4D}\xe9\x7f'), chr(0b100 + 0o140) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + chr(101))(chr(6383 - 6266) + '\x74' + chr(0b1100110) + chr(45) + chr(56))) if not jiaNCIfKfc9b: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b"\xd4D}\xe9\x7f\x9c\xdeq\x852\x82\xc0\x087!\x9e+=\x03\x85\xbf\x7f\xea\x1e\xb5\xc0<+;\x1a\x80t\xb5hnv<\xeeyP\x89\x0fi\xa3*\xca\x97t\xc0.\x9e\xddG d\x85e|\x12\x8d\xa2{\xfe\x1e\xf5\x85gc=\r\x801\xa4)t>?\xe5yM\x8f\x19=\xa6#\xd0\xd2f\x85*\x84\xd5\x08>-\x9a+:\x07\x8b\xbb3\xec\x15\xad\x8ex\x7f \x1e\x9b+\xe8g}w)\xe8,F\xcf\t&\xaa`\xcc\xcev\xcd3\x83\x99X'(\x86d+Z\xb4\xbf\x7f\xe7\x13\xae\x8b0X1\x0b\xc8y\xb3<jmg\xafv@\x8e\t:\xe9)\xdd\xc4v\x8b=\x84\x9bX+6\x8cd.\x18\x85\xb8p\xeeR\xb1\xd1}gw\x02\x81s\xad8\x7fyp\xf4,V\x83\x05"), chr(100) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(6810 - 6710) + chr(101))(chr(117) + chr(6707 - 6591) + '\x66' + chr(45) + '\x38')) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb@c\xedo\xec\xden\xc93\x9a\x99{\x07\t\xae+/\x01\x85\xa2f\xf8'), chr(8296 - 8196) + '\x65' + '\143' + chr(0b111 + 0o150) + '\x64' + '\145')('\x75' + '\164' + chr(102) + chr(45) + chr(1365 - 1309))) if xafqLlk3kkUe(_7u55U49WwX2, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x0f(\xb5,\xd4'), '\x64' + chr(101) + chr(99) + chr(7424 - 7313) + chr(0b1100100) + chr(0b1000010 + 0o43))(chr(0b1100 + 0o151) + chr(0b1010101 + 0o37) + chr(102) + chr(0b101101) + chr(2936 - 2880)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xbdD9\xa8<\xc8\xebf\x8e'), chr(2040 - 1940) + '\145' + chr(0b1011111 + 0o4) + '\157' + '\x64' + '\145')('\165' + '\x74' + '\146' + chr(0b101101) + '\x38'), xafqLlk3kkUe(Xi3KfA6brWYX, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1#\x05\x8b\x00\xeb\xe8T\xe0\x0e\xbe\xfdg\x00'), chr(0b1100100) + '\x65' + chr(0b1100011) + chr(111) + '\x64' + chr(9008 - 8907))(chr(117) + chr(0b111110 + 0o66) + chr(0b1100110) + chr(0b101101) + chr(0b100111 + 0o21)))): zLUzGokYBM2Z(f"✔ Running Pillow-SIMD {xafqLlk3kkUe(Xi3KfA6brWYX, chr(0b1010000) + chr(73) + chr(0b10110 + 0o66) + chr(1859 - 1783) + chr(0b1001111) + chr(7463 - 7376) + chr(7755 - 7660) + chr(86) + chr(0b1000101) + chr(0b1010001 + 0o1) + chr(0b1010011) + chr(0b1001001) + chr(2398 - 2319) + chr(0b1001110))}") else: zLUzGokYBM2Z(f"✘ Running Pillow {xafqLlk3kkUe(Xi3KfA6brWYX, chr(80) + chr(73) + chr(0b1001100) + chr(0b1001100) + chr(79) + chr(0b1010111) + chr(0b1011111) + chr(4330 - 4244) + chr(0b1000101) + chr(82) + chr(2990 - 2907) + chr(0b110001 + 0o30) + chr(3992 - 3913) + chr(0b1001110))}; It's recommended you install Pillow-SIMD to speed up image resizing and other operations. See https://docs.fast.ai/performance.html#pillow-simd") oQtYHUWzDQH8 = {xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5[y\xe9\x7f\x8c'), '\x64' + '\x65' + chr(99) + chr(111) + chr(0b1000111 + 0o35) + '\145')(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(1833 - 1788) + chr(56)): xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0Zg\xf7'), '\144' + chr(1923 - 1822) + chr(1553 - 1454) + '\157' + chr(100) + chr(4790 - 4689))('\165' + '\164' + chr(102) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2R}\xe9w\x8d'), chr(0b1010111 + 0o15) + chr(8269 - 8168) + '\x63' + chr(5759 - 5648) + chr(0b1100100) + chr(5201 - 5100))(chr(11648 - 11531) + '\x74' + '\146' + chr(0b101101) + chr(56)): xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8Dy'), chr(100) + chr(101) + chr(0b1100011) + chr(0b1001 + 0o146) + chr(100) + chr(6969 - 6868))(chr(6207 - 6090) + '\x74' + chr(0b1001 + 0o135) + chr(1968 - 1923) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\\~\xe9{\x84'), '\144' + '\x65' + chr(0b10011 + 0o120) + '\157' + chr(9377 - 9277) + chr(101))('\x75' + '\164' + chr(2969 - 2867) + chr(0b1 + 0o54) + chr(56)): xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9Dy'), '\144' + chr(0b1001011 + 0o32) + '\143' + '\x6f' + chr(100) + chr(8281 - 8180))('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(2155 - 2099))} zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb@c\xedo\xff\xe2F\xe4|\x9e\xc0I:1\x99'), '\x64' + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1001101 + 0o27) + chr(0b1100101))(chr(117) + chr(12690 - 12574) + chr(102) + chr(0b101101) + chr(56))) if xafqLlk3kkUe(cEkFpYktkSeK.cuda, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\x19\x16\xa69\xdd\xden\xc4>\x81\xd1'), chr(0b1000101 + 0o37) + chr(0b11 + 0o142) + chr(3443 - 3344) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(11181 - 11064) + chr(0b111111 + 0o65) + chr(102) + chr(1522 - 1477) + chr(2598 - 2542)))(): zEOX_55oT2E6 = GvIyUYobhgps() FXvJHddvYoBV = zEOX_55oT2E6.nvmlSystemGetDriverVersion().decode(xafqLlk3kkUe(SXOLrMavuUCe(b'\x94\x1e/\xeaw'), chr(0b1100100) + chr(0b1000000 + 0o45) + chr(0b1100011) + chr(0b1101111) + chr(3991 - 3891) + chr(0b100 + 0o141))(chr(11269 - 11152) + chr(116) + '\146' + chr(45) + chr(0b1110 + 0o52))) if XFsm7h4U2YVm.system() != xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\x0b;\xb0&\xd2'), '\144' + chr(4040 - 3939) + chr(0b100111 + 0o74) + chr(0b1100000 + 0o17) + chr(9676 - 9576) + chr(101))(chr(13385 - 13268) + chr(116) + chr(10020 - 9918) + chr(0b1101 + 0o40) + chr(1373 - 1317)) else xafqLlk3kkUe(SXOLrMavuUCe(b"\xa2\x0b'\xa9 \xc8\x97`\xc0|\x89\xd1\\+6\x87b2\x10\x80\xf6|\xe5\\\x96\xf6H+-\x0b\x9c"), chr(0b1100100) + chr(0b1000101 + 0o40) + chr(0b100 + 0o137) + '\x6f' + '\x64' + '\x65')(chr(0b10010 + 0o143) + '\x74' + '\146' + chr(0b11111 + 0o16) + chr(56)) aRirXVmrG5AU = cEkFpYktkSeK.version.cuda RQ83fa3jQB_s = xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9Dy'), '\x64' + chr(0b1 + 0o144) + chr(0b1100011) + '\157' + chr(100) + '\x65')('\x75' + chr(1125 - 1009) + '\x66' + chr(45) + chr(0b111000)) for OolUPRJhRaJd in vUlqIvNSaRMa(xafqLlk3kkUe(oQtYHUWzDQH8, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\x0f0\xb4'), '\x64' + chr(0b1100101) + '\143' + chr(111) + chr(0b1100100) + chr(101))(chr(3793 - 3676) + '\x74' + chr(5963 - 5861) + chr(0b10001 + 0o34) + '\x38'))()): if xafqLlk3kkUe(cpMfQ_4_Vb7C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b;\xb4*'), '\144' + '\x65' + chr(0b1100011) + chr(111) + chr(0b1100100) + chr(0b100 + 0o141))('\165' + '\164' + '\x66' + '\055' + '\070'))(FXvJHddvYoBV) > xafqLlk3kkUe(cpMfQ_4_Vb7C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b;\xb4*'), chr(3776 - 3676) + chr(0b100000 + 0o105) + chr(4137 - 4038) + '\157' + chr(100) + chr(101))(chr(0b1001011 + 0o52) + '\x74' + chr(0b111000 + 0o56) + chr(0b100000 + 0o15) + chr(56)))(OolUPRJhRaJd): RQ83fa3jQB_s = oQtYHUWzDQH8[OolUPRJhRaJd] if xafqLlk3kkUe(cpMfQ_4_Vb7C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b;\xb4*'), chr(100) + '\x65' + '\x63' + chr(3996 - 3885) + chr(0b1100100) + '\x65')(chr(4102 - 3985) + '\164' + chr(5846 - 5744) + chr(0b11101 + 0o20) + chr(56)))(M8_cKLkHVB2V(RQ83fa3jQB_s)) <= xafqLlk3kkUe(cpMfQ_4_Vb7C, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x0b;\xb4*'), chr(0b1100100) + chr(101) + chr(2449 - 2350) + '\157' + chr(100) + chr(0b1001 + 0o134))(chr(117) + chr(0b110011 + 0o101) + chr(0b1001111 + 0o27) + '\055' + chr(0b1001 + 0o57)))(aRirXVmrG5AU): zLUzGokYBM2Z(f'✔ Running the latest CUDA {aRirXVmrG5AU} with NVIDIA driver {FXvJHddvYoBV}') else: zLUzGokYBM2Z(f'✘ You are running pytorch built against cuda {aRirXVmrG5AU}, your NVIDIA driver {FXvJHddvYoBV} supports cuda10. See https://pytorch.org/get-started/locally/ to install pytorch built against the faster CUDA version.') else: zLUzGokYBM2Z(fchr(0b1001101000 + 0o22353) + chr(0b11110 + 0o2) + chr(0b1001011 + 0o7) + chr(0b1010101 + 0o40) + chr(0b1000010 + 0o54) + chr(10889 - 10779) + chr(0b1101001) + chr(0b1101110) + chr(103) + chr(0b100000) + chr(99) + chr(1972 - 1860) + chr(0b1010111 + 0o36) + chr(0b100110 + 0o7) + chr(0b10010 + 0o135) + chr(0b1101110) + chr(0b1101100) + chr(121) + chr(47 - 15) + chr(0b1100101 + 0o17) + chr(111) + chr(0b1110010) + chr(0b1100011) + chr(9054 - 8950) + chr(0b11 + 0o35) + chr(6352 - 6234) + chr(101) + chr(0b1110010) + chr(115) + chr(0b1101001) + chr(11349 - 11238) + chr(0b1101110) + chr(0b100101 + 0o7) + chr(0b100 + 0o34) + chr(0b111110 + 0o5) + chr(0b1010101) + chr(0b1000100) + chr(0b1000001) + chr(0b100000) + chr(760 - 661) + chr(466 - 362) + chr(0b1100101) + chr(99) + chr(0b100110 + 0o105) + chr(0b100000) + chr(105) + chr(5063 - 4948) + chr(542 - 510) + chr(0b1101110) + chr(0b11010 + 0o125) + chr(0b110011 + 0o101) + chr(0b100000) + chr(114) + chr(101) + chr(0b1000110 + 0o46) + chr(101) + chr(0b1110110) + chr(0b11000 + 0o111) + chr(0b1101110) + chr(0b1110100)) zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\xeb8,\xa1*\xce\x97v\xca|\x85\xc0\\>7\xd0$s\x11\x8b\xb5`\xa5\x1a\xb8\xd6d%5\x07\xc7a\xa2:|q/\xed8J\x82\x0fg\xaf;\xd1\xdb"\xd13\xcd\xd9I%!\xcax9\x1b\x97\xb33\xe4\t\xad\x85\x7fmt\x1a\x80t\xb4-:}5\xe5:O\x92J(\xa9+\x9c\xc4w\xc2;\x88\xc7\\\'+\x84xr'), chr(100) + '\145' + '\143' + chr(111) + chr(0b100 + 0o140) + '\x65')('\165' + chr(491 - 375) + '\x66' + chr(0b1111 + 0o36) + chr(548 - 492)))
fastai/fastai
fastai/callback.py
annealing_linear
def annealing_linear(start:Number, end:Number, pct:float)->Number: "Linearly anneal from `start` to `end` as pct goes from 0.0 to 1.0." return start + pct * (end-start)
python
def annealing_linear(start:Number, end:Number, pct:float)->Number: "Linearly anneal from `start` to `end` as pct goes from 0.0 to 1.0." return start + pct * (end-start)
[ "def", "annealing_linear", "(", "start", ":", "Number", ",", "end", ":", "Number", ",", "pct", ":", "float", ")", "->", "Number", ":", "return", "start", "+", "pct", "*", "(", "end", "-", "start", ")" ]
Linearly anneal from `start` to `end` as pct goes from 0.0 to 1.0.
[ "Linearly", "anneal", "from", "start", "to", "end", "as", "pct", "goes", "from", "0", ".", "0", "to", "1", ".", "0", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L358-L360
train
Linearly anneal from start to end as pct goes from 0. 0 to 1. 0.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(3623 - 3512) + '\063' + chr(0b110000) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101111 + 0o4) + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001111 + 0o40) + chr(0b100010 + 0o17) + chr(0b1111 + 0o46) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b1110 + 0o51) + chr(619 - 565), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b110110) + chr(0b101101 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\063' + chr(54) + '\067', 9320 - 9312), ehT0Px3KOsy9(chr(370 - 322) + '\157' + chr(1317 - 1266) + '\065' + chr(842 - 793), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(1622 - 1567) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b110101) + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(48) + chr(0b11100 + 0o33), 20358 - 20350), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101111 + 0o2) + chr(193 - 143) + chr(1156 - 1108), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101101 + 0o5) + '\067' + chr(1462 - 1410), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\x32' + chr(2217 - 2165), 0b1000), ehT0Px3KOsy9('\060' + chr(11199 - 11088) + '\061' + '\x36' + chr(0b100000 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\x31' + chr(1713 - 1659) + chr(0b1101 + 0o47), 6690 - 6682), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(0b110100 + 0o3) + chr(0b1011 + 0o50), 18974 - 18966), ehT0Px3KOsy9(chr(192 - 144) + '\157' + chr(1566 - 1516) + '\066' + chr(51), 0o10), ehT0Px3KOsy9(chr(2054 - 2006) + '\x6f' + chr(1744 - 1695) + chr(2023 - 1973), 0b1000), ehT0Px3KOsy9(chr(1089 - 1041) + chr(0b1101111) + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x36' + chr(75 - 23), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\x31' + '\064' + '\061', 5313 - 5305), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1912 - 1860) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\063' + chr(1248 - 1196), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10 + 0o155) + '\x33' + '\x32', 14669 - 14661), ehT0Px3KOsy9(chr(1965 - 1917) + '\157' + chr(0b110011) + chr(2686 - 2634) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(0b110001), 50985 - 50977), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x31' + chr(557 - 505), 0b1000), ehT0Px3KOsy9(chr(962 - 914) + chr(0b1101000 + 0o7) + chr(49) + chr(2238 - 2186) + chr(0b110110), 13608 - 13600), ehT0Px3KOsy9(chr(0b110000) + chr(973 - 862) + '\x34' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(0b1101 + 0o45) + chr(2430 - 2379) + '\064', 57246 - 57238), ehT0Px3KOsy9(chr(861 - 813) + chr(0b1101111) + chr(0b110100 + 0o1) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(999 - 948) + '\062' + chr(1596 - 1542), 47635 - 47627), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b101101 + 0o6) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + chr(0b110101) + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + '\x32' + '\x33' + chr(2236 - 2186), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b110001 + 0o2) + chr(54) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(817 - 706) + chr(1467 - 1418) + chr(0b101110 + 0o11), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(8130 - 8019) + chr(0b110101) + chr(0b1010 + 0o46), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xed'), chr(4800 - 4700) + chr(101) + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + chr(116) + chr(0b100011 + 0o103) + chr(0b11111 + 0o16) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def wCLiWyoLEbg_(avRbFsnfJxQj, whWDZq5_lP01, ne7_29ZUcAnV) -> RdGQCEqKm_Wb: return avRbFsnfJxQj + ne7_29ZUcAnV * (whWDZq5_lP01 - avRbFsnfJxQj)
fastai/fastai
fastai/callback.py
annealing_exp
def annealing_exp(start:Number, end:Number, pct:float)->Number: "Exponentially anneal from `start` to `end` as pct goes from 0.0 to 1.0." return start * (end/start) ** pct
python
def annealing_exp(start:Number, end:Number, pct:float)->Number: "Exponentially anneal from `start` to `end` as pct goes from 0.0 to 1.0." return start * (end/start) ** pct
[ "def", "annealing_exp", "(", "start", ":", "Number", ",", "end", ":", "Number", ",", "pct", ":", "float", ")", "->", "Number", ":", "return", "start", "*", "(", "end", "/", "start", ")", "**", "pct" ]
Exponentially anneal from `start` to `end` as pct goes from 0.0 to 1.0.
[ "Exponentially", "anneal", "from", "start", "to", "end", "as", "pct", "goes", "from", "0", ".", "0", "to", "1", ".", "0", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L361-L363
train
Exponentially anneal from start to end as pct goes from 0. 0 to 1. 0.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(0b101111 + 0o3) + chr(0b110011) + chr(0b100 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100010 + 0o17) + chr(0b110010) + '\066', 0o10), ehT0Px3KOsy9(chr(1541 - 1493) + chr(0b1101111) + '\x33' + chr(49) + chr(54), 16823 - 16815), ehT0Px3KOsy9(chr(789 - 741) + '\x6f' + chr(51) + chr(0b110111) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101111 + 0o100) + chr(1852 - 1799) + '\064', 17100 - 17092), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\064' + chr(2244 - 2191), 9819 - 9811), ehT0Px3KOsy9('\060' + chr(7946 - 7835) + chr(0b110010) + chr(0b1000 + 0o54) + chr(0b110111), 41116 - 41108), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + '\064' + chr(0b11100 + 0o26), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(52) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1859 - 1808) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110101) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100 + 0o56) + chr(0b110001) + '\x36', 52414 - 52406), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + chr(0b11100 + 0o26) + chr(1211 - 1159) + chr(54), 50264 - 50256), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(0b10111 + 0o32) + chr(0b110011) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(53) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o24) + '\x32', 63966 - 63958), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + '\063' + '\064' + chr(0b1011 + 0o52), 0o10), ehT0Px3KOsy9(chr(376 - 328) + '\157' + chr(1513 - 1458), 0o10), ehT0Px3KOsy9('\x30' + chr(746 - 635) + chr(0b110001) + chr(0b11011 + 0o30) + chr(49), 61279 - 61271), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + chr(51) + chr(54) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x35' + chr(1753 - 1703), 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110010) + chr(0b110111) + chr(0b10 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(50) + '\x31' + chr(0b101111 + 0o2), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(49) + chr(0b11 + 0o55), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(1765 - 1717) + chr(0b110010), 18805 - 18797), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2330 - 2281) + chr(0b11101 + 0o26) + chr(0b1101 + 0o46), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\060' + '\060', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + '\061' + chr(53) + chr(0b1001 + 0o55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + chr(0b110010) + chr(0b110010) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(5869 - 5758) + '\x31' + '\062' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(586 - 475) + chr(0b11000 + 0o31) + '\x30' + chr(946 - 894), 0o10), ehT0Px3KOsy9('\x30' + chr(8102 - 7991) + chr(0b110010) + '\066' + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(5003 - 4892) + '\x31' + chr(55) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(978 - 930) + '\x6f' + chr(0b100101 + 0o16) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1010100 + 0o33) + chr(1223 - 1172) + chr(0b1111 + 0o44), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011011 + 0o24) + '\062' + '\062' + chr(608 - 553), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2732 - 2621) + '\x32' + '\064' + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(0b110010) + chr(52) + '\066', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10100 + 0o41) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4'), '\x64' + '\x65' + chr(0b110010 + 0o61) + chr(0b1101111) + chr(8916 - 8816) + '\x65')('\x75' + '\x74' + chr(5206 - 5104) + chr(1955 - 1910) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def xFDshDaL9BwU(avRbFsnfJxQj, whWDZq5_lP01, ne7_29ZUcAnV) -> RdGQCEqKm_Wb: return avRbFsnfJxQj * (whWDZq5_lP01 / avRbFsnfJxQj) ** ne7_29ZUcAnV
fastai/fastai
fastai/callback.py
annealing_cos
def annealing_cos(start:Number, end:Number, pct:float)->Number: "Cosine anneal from `start` to `end` as pct goes from 0.0 to 1.0." cos_out = np.cos(np.pi * pct) + 1 return end + (start-end)/2 * cos_out
python
def annealing_cos(start:Number, end:Number, pct:float)->Number: "Cosine anneal from `start` to `end` as pct goes from 0.0 to 1.0." cos_out = np.cos(np.pi * pct) + 1 return end + (start-end)/2 * cos_out
[ "def", "annealing_cos", "(", "start", ":", "Number", ",", "end", ":", "Number", ",", "pct", ":", "float", ")", "->", "Number", ":", "cos_out", "=", "np", ".", "cos", "(", "np", ".", "pi", "*", "pct", ")", "+", "1", "return", "end", "+", "(", "start", "-", "end", ")", "/", "2", "*", "cos_out" ]
Cosine anneal from `start` to `end` as pct goes from 0.0 to 1.0.
[ "Cosine", "anneal", "from", "start", "to", "end", "as", "pct", "goes", "from", "0", ".", "0", "to", "1", ".", "0", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L364-L367
train
Cosine anneal from start to end as pct goes from 0. 0 to 1. 0.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\063' + '\x31' + '\061', 8730 - 8722), ehT0Px3KOsy9(chr(0b110000) + chr(10658 - 10547) + chr(1113 - 1064) + chr(0b1111 + 0o45) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110110) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(908 - 860) + '\157' + chr(50) + chr(52) + chr(1501 - 1449), 0o10), ehT0Px3KOsy9(chr(1354 - 1306) + chr(0b1101111) + chr(50) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2306 - 2256) + chr(0b11101 + 0o25) + '\064', 24317 - 24309), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\066' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110101) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x32' + '\060', 52551 - 52543), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(1189 - 1140) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(1170 - 1059) + chr(0b1110 + 0o45) + chr(53) + chr(0b10111 + 0o37), 12085 - 12077), ehT0Px3KOsy9(chr(1947 - 1899) + chr(2363 - 2252) + chr(0b110110) + '\x35', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1700 - 1648) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(1906 - 1851) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100001 + 0o16) + chr(0b11101 + 0o25) + chr(0b1000 + 0o55) + chr(2261 - 2211), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10364 - 10253) + chr(0b10010 + 0o40) + chr(0b100100 + 0o17) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(51) + chr(0b100010 + 0o22) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(496 - 448) + '\157' + chr(1298 - 1249) + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4026 - 3915) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11620 - 11509) + chr(51) + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\066' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(807 - 756) + chr(1673 - 1618) + '\063', 0o10), ehT0Px3KOsy9(chr(2083 - 2035) + chr(8776 - 8665) + chr(2207 - 2158) + chr(0b100111 + 0o20) + '\060', 0o10), ehT0Px3KOsy9(chr(900 - 852) + chr(2397 - 2286) + chr(50) + chr(0b110010 + 0o4) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1762 - 1714) + chr(0b1101111) + '\063' + chr(0b1010 + 0o54) + chr(54), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b10100 + 0o34) + chr(50), 43214 - 43206), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110010) + '\061', 0o10), ehT0Px3KOsy9(chr(2293 - 2245) + chr(0b111011 + 0o64) + chr(50) + chr(499 - 445) + chr(2473 - 2420), 7670 - 7662), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + chr(51) + '\066' + chr(0b1111 + 0o41), 57368 - 57360), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(0b110011) + '\064' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3715 - 3604) + chr(0b101111 + 0o3) + '\x30' + chr(0b110110), 45412 - 45404), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(8293 - 8182) + '\063' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100 + 0o57) + chr(0b10001 + 0o45) + chr(48), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110010) + chr(2722 - 2667), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(1991 - 1941) + chr(1822 - 1770) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(2325 - 2275) + '\x31', 36690 - 36682), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(564 - 510) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1901 - 1852) + chr(698 - 649) + '\x30', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1338 - 1285) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), chr(100) + chr(5573 - 5472) + chr(0b111011 + 0o50) + chr(0b10100 + 0o133) + chr(0b1100100) + chr(0b101 + 0o140))('\165' + chr(0b1110100) + '\146' + '\x2d' + chr(2555 - 2499)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def BxGE6WVie2Cp(avRbFsnfJxQj, whWDZq5_lP01, ne7_29ZUcAnV) -> RdGQCEqKm_Wb: NtU8CSVhMq7K = WqUC3KWvYVup.cos(WqUC3KWvYVup.pi * ne7_29ZUcAnV) + ehT0Px3KOsy9('\060' + chr(111) + chr(0b110 + 0o53), ord("\x08")) return whWDZq5_lP01 + (avRbFsnfJxQj - whWDZq5_lP01) / ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062', 0o10) * NtU8CSVhMq7K
fastai/fastai
fastai/callback.py
do_annealing_poly
def do_annealing_poly(start:Number, end:Number, pct:float, degree:Number)->Number: "Helper function for `anneal_poly`." return end + (start-end) * (1-pct)**degree
python
def do_annealing_poly(start:Number, end:Number, pct:float, degree:Number)->Number: "Helper function for `anneal_poly`." return end + (start-end) * (1-pct)**degree
[ "def", "do_annealing_poly", "(", "start", ":", "Number", ",", "end", ":", "Number", ",", "pct", ":", "float", ",", "degree", ":", "Number", ")", "->", "Number", ":", "return", "end", "+", "(", "start", "-", "end", ")", "*", "(", "1", "-", "pct", ")", "**", "degree" ]
Helper function for `anneal_poly`.
[ "Helper", "function", "for", "anneal_poly", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L369-L371
train
Helper function for anneal_poly.
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(626 - 575) + chr(49) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b10011 + 0o41) + chr(1794 - 1743), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + '\x34' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + '\x31' + '\061' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b101001 + 0o106) + chr(50) + '\067' + chr(0b11100 + 0o30), 15328 - 15320), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11 + 0o61) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(155 - 106) + chr(0b10000 + 0o46) + chr(0b100001 + 0o26), 0b1000), ehT0Px3KOsy9(chr(1815 - 1767) + chr(111) + '\063' + chr(0b110101) + '\061', 46390 - 46382), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(1583 - 1534) + '\x31' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1025 - 977) + '\x6f' + chr(0b110010) + chr(0b110100) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(11805 - 11694) + chr(50) + chr(54) + '\060', 56193 - 56185), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100000 + 0o21) + '\061' + chr(54), 13991 - 13983), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x34' + chr(0b100110 + 0o14), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(0b110 + 0o54) + chr(55), 0o10), ehT0Px3KOsy9(chr(1609 - 1561) + '\x6f' + chr(51) + chr(0b10100 + 0o35) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(51) + '\x32', 25366 - 25358), ehT0Px3KOsy9(chr(48) + chr(11473 - 11362) + chr(0b110011) + chr(0b110111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(51) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\067' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(2454 - 2343) + '\062' + chr(0b110100) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(49) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10011 + 0o42) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(8219 - 8108) + chr(50) + chr(0b110110) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b110001) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + '\063' + '\064' + chr(0b10010 + 0o37), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\x30' + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b110110), 18845 - 18837), ehT0Px3KOsy9(chr(973 - 925) + chr(111) + chr(50) + chr(787 - 732) + '\x37', 36257 - 36249), ehT0Px3KOsy9('\x30' + chr(418 - 307) + chr(53) + chr(93 - 43), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\064' + chr(0b1100 + 0o45), 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(10424 - 10313) + '\063' + '\x30' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1159 - 1111) + chr(111) + chr(53) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(735 - 687) + '\157' + '\x35' + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b1101 + 0o44) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b110000) + chr(900 - 789) + chr(50) + '\x30' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + chr(0b100010 + 0o17) + '\063' + '\x31', 59733 - 59725), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b101001 + 0o10) + chr(263 - 210), 65087 - 65079), ehT0Px3KOsy9(chr(1410 - 1362) + chr(5602 - 5491) + chr(2208 - 2157) + chr(2476 - 2426) + chr(0b110111 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(589 - 541) + chr(2127 - 2016) + chr(55) + chr(0b110100), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), '\144' + chr(101) + '\x63' + chr(0b1101111) + chr(4335 - 4235) + chr(101))(chr(0b1110101) + '\x74' + chr(102) + chr(105 - 60) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def UOoEvPwu8xLZ(avRbFsnfJxQj, whWDZq5_lP01, ne7_29ZUcAnV, ELLHxnLe_6BU) -> RdGQCEqKm_Wb: return whWDZq5_lP01 + (avRbFsnfJxQj - whWDZq5_lP01) * (ehT0Px3KOsy9('\060' + chr(111) + chr(1500 - 1451), 0o10) - ne7_29ZUcAnV) ** ELLHxnLe_6BU
fastai/fastai
fastai/callback.py
OptimWrapper.create
def create(cls, opt_func:Union[type,Callable], lr:Union[float,Tuple,List], layer_groups:ModuleList, wd:Floats=0., true_wd:bool=False, bn_wd:bool=True)->optim.Optimizer: "Create an `optim.Optimizer` from `opt_func` with `lr`. Set lr on `layer_groups`." split_params = split_no_wd_params(layer_groups) opt = opt_func([{'params': p, 'lr':0} for p in split_params]) opt = cls(opt, wd=wd, true_wd=true_wd, bn_wd=bn_wd) opt.lr,opt.opt_func = listify(lr, layer_groups),opt_func return opt
python
def create(cls, opt_func:Union[type,Callable], lr:Union[float,Tuple,List], layer_groups:ModuleList, wd:Floats=0., true_wd:bool=False, bn_wd:bool=True)->optim.Optimizer: "Create an `optim.Optimizer` from `opt_func` with `lr`. Set lr on `layer_groups`." split_params = split_no_wd_params(layer_groups) opt = opt_func([{'params': p, 'lr':0} for p in split_params]) opt = cls(opt, wd=wd, true_wd=true_wd, bn_wd=bn_wd) opt.lr,opt.opt_func = listify(lr, layer_groups),opt_func return opt
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Create an `optim.Optimizer` from `opt_func` with `lr`. Set lr on `layer_groups`.
[ "Create", "an", "optim", ".", "Optimizer", "from", "opt_func", "with", "lr", ".", "Set", "lr", "on", "layer_groups", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L20-L27
train
Create an optim. Optim from opt_func with lr. Set lr on layer_groups.
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(1815 - 1765) + chr(52) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1141 - 1093) + '\x6f' + chr(0b110001) + chr(0b11111 + 0o30) + chr(54), 55604 - 55596), ehT0Px3KOsy9(chr(1265 - 1217) + chr(111) + '\x35', 0b1000), ehT0Px3KOsy9(chr(597 - 549) + chr(111) + '\062' + chr(0b110011) + chr(0b1110 + 0o51), 0b1000), ehT0Px3KOsy9(chr(466 - 418) + chr(111) + chr(0b1011 + 0o47) + chr(0b100 + 0o55) + chr(51), 37584 - 37576), ehT0Px3KOsy9('\x30' + chr(3652 - 3541) + '\061' + chr(0b11110 + 0o22) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(49) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + chr(0b110001) + chr(608 - 554), 0o10), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(0b110001) + '\066' + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b100010 + 0o115) + chr(1120 - 1070) + '\x36' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5260 - 5149) + chr(0b110010) + '\x34' + chr(51), 0b1000), ehT0Px3KOsy9(chr(980 - 932) + chr(0b1011000 + 0o27) + chr(2250 - 2199) + chr(823 - 772) + chr(0b10101 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100001 + 0o26) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1016 - 968) + chr(8323 - 8212) + '\x35' + chr(0b10101 + 0o36), 8212 - 8204), ehT0Px3KOsy9('\060' + chr(12158 - 12047) + chr(0b100111 + 0o14) + chr(0b110010) + '\061', 37788 - 37780), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(614 - 566) + '\157' + chr(0b100 + 0o57) + chr(402 - 352) + chr(49), 8), ehT0Px3KOsy9(chr(1906 - 1858) + '\x6f' + '\x33' + chr(0b110100) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4947 - 4836) + chr(0b110011) + chr(0b1011 + 0o51) + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110000) + chr(65 - 11), 19233 - 19225), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(1823 - 1770) + chr(1125 - 1071), 5464 - 5456), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b110110) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(762 - 714) + chr(111) + chr(49) + chr(1418 - 1364) + chr(1166 - 1118), 19042 - 19034), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(2236 - 2183) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(11065 - 10954) + chr(52) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9(chr(217 - 169) + chr(0b11111 + 0o120) + '\x32' + chr(0b1 + 0o65) + chr(0b110110), 49418 - 49410), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(1463 - 1414), 56625 - 56617), ehT0Px3KOsy9('\060' + '\157' + chr(90 - 37) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1425 - 1374) + '\x31' + chr(0b10000 + 0o43), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(0b111 + 0o54) + '\064' + '\061', 8), ehT0Px3KOsy9('\060' + chr(111) + '\065' + chr(1915 - 1865), 8), ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + chr(1184 - 1133) + chr(0b110010) + chr(2036 - 1988), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(1255 - 1206) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(1606 - 1495) + chr(49) + chr(48) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(52) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(0b110001) + chr(0b110101) + chr(185 - 134), 18515 - 18507), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1401 - 1351) + chr(54) + chr(2251 - 2198), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(51) + chr(49) + '\x35', 34689 - 34681), ehT0Px3KOsy9(chr(0b110000) + chr(10528 - 10417) + chr(0b110011) + '\x36' + '\060', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + '\x30', 23867 - 23859)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x88'), '\144' + '\x65' + chr(0b1111 + 0o124) + chr(1697 - 1586) + '\144' + chr(101))(chr(0b1110011 + 0o2) + '\164' + chr(0b11000 + 0o116) + chr(1832 - 1787) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zXm8hKpI6bmL(NSstowUUZlxS, nUFmDEhxAI3x, Zzs55KO_HKfp, hWevfb8DZSzt, LTzJV4d64B_7=0.0, zB3WMUrOk10j=ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(48), 0b1000), v5rtr2vrCyAY=ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(49), 0o10)) -> xafqLlk3kkUe(fFC7rxeov29p, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9v\nl\xf2\xe28)|'), chr(0b1100100) + chr(0b1100000 + 0o5) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b111100 + 0o71) + chr(12134 - 12018) + chr(0b110100 + 0o62) + '\055' + chr(0b111000))): sRMudazH1J4Q = zm2Xvc5au4K0(hWevfb8DZSzt) PFDxXM_vbSsA = nUFmDEhxAI3x([{xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6g\x0cd\xf2\xf8'), chr(100) + '\x65' + '\143' + '\157' + chr(100) + '\x65')(chr(0b11001 + 0o134) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(1643 - 1587)): UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcat'), chr(0b101100 + 0o70) + chr(0b10100 + 0o121) + chr(99) + chr(111) + chr(0b1100100) + chr(5588 - 5487))(chr(3889 - 3772) + chr(0b11101 + 0o127) + chr(0b110011 + 0o63) + chr(1458 - 1413) + chr(0b100 + 0o64)): ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(9231 - 9120) + '\x30', 8)} for UyakMW2IMFEj in sRMudazH1J4Q]) PFDxXM_vbSsA = NSstowUUZlxS(PFDxXM_vbSsA, wd=LTzJV4d64B_7, true_wd=zB3WMUrOk10j, bn_wd=v5rtr2vrCyAY) (PFDxXM_vbSsA.Zzs55KO_HKfp, PFDxXM_vbSsA.nUFmDEhxAI3x) = (XFSR0qhtb0bq(Zzs55KO_HKfp, hWevfb8DZSzt), nUFmDEhxAI3x) return PFDxXM_vbSsA
fastai/fastai
fastai/callback.py
OptimWrapper.new
def new(self, layer_groups:Collection[nn.Module], split_no_wd:bool=True): "Create a new `OptimWrapper` from `self` with another `layer_groups` but the same hyper-parameters." opt_func = getattr(self, 'opt_func', self.opt.__class__) res = self.create(opt_func, self.lr, layer_groups, wd=self.wd, true_wd=self.true_wd, bn_wd=self.bn_wd) res.mom,res.beta = self.mom,self.beta return res
python
def new(self, layer_groups:Collection[nn.Module], split_no_wd:bool=True): "Create a new `OptimWrapper` from `self` with another `layer_groups` but the same hyper-parameters." opt_func = getattr(self, 'opt_func', self.opt.__class__) res = self.create(opt_func, self.lr, layer_groups, wd=self.wd, true_wd=self.true_wd, bn_wd=self.bn_wd) res.mom,res.beta = self.mom,self.beta return res
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Create a new `OptimWrapper` from `self` with another `layer_groups` but the same hyper-parameters.
[ "Create", "a", "new", "OptimWrapper", "from", "self", "with", "another", "layer_groups", "but", "the", "same", "hyper", "-", "parameters", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L29-L34
train
Create a new OptimWrapper from self with another layer_groups but the same hyper - parameters.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110111) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\060' + chr(0b10011 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100000 + 0o23) + chr(1900 - 1848) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2003 - 1954) + '\067' + chr(0b1011 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b101010 + 0o11) + chr(0b100000 + 0o24) + chr(113 - 63), 0b1000), ehT0Px3KOsy9(chr(1804 - 1756) + chr(0b1101111) + chr(50) + chr(0b10 + 0o60) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(6936 - 6825) + chr(0b110111 + 0o0) + chr(0b110010 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11110 + 0o23) + chr(54) + chr(0b110010), 33581 - 33573), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(1671 - 1621) + '\064' + chr(2934 - 2879), 0o10), ehT0Px3KOsy9(chr(1142 - 1094) + chr(111) + chr(0b110011) + '\x31' + chr(0b10 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\063' + chr(0b100100 + 0o14), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b1100 + 0o51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\065' + '\066', 42426 - 42418), ehT0Px3KOsy9(chr(1886 - 1838) + chr(111) + chr(0b110011) + chr(0b11011 + 0o25) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x34' + chr(49), 19580 - 19572), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1905 - 1854) + '\x31' + chr(50), 59069 - 59061), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\063' + chr(52) + chr(0b110100 + 0o2), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110110) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(0b11101 + 0o122) + '\062' + '\x32' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(908 - 860) + '\x6f' + chr(0b110011) + chr(0b110001) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(1791 - 1743) + chr(0b1010110 + 0o31) + '\x31' + chr(0b110100) + '\061', 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + '\x33' + chr(2587 - 2535) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10111 + 0o32) + chr(53) + chr(1951 - 1901), 24744 - 24736), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1000100 + 0o53) + chr(50) + chr(0b100110 + 0o14), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b100001 + 0o20) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(0b100100 + 0o16) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x36' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101 + 0o54) + chr(52) + '\x31', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11 + 0o57) + '\064' + chr(0b11011 + 0o34), 8), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + '\x32' + chr(0b110111) + chr(55), 56671 - 56663), ehT0Px3KOsy9(chr(1761 - 1713) + '\x6f' + '\x32' + '\067' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\061' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100 + 0o57) + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b101001 + 0o12) + chr(0b11011 + 0o26) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + '\061' + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + chr(0b11000 + 0o37) + chr(0b110110), 25651 - 25643), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(0b110110 + 0o1) + chr(0b110100), 17481 - 17473), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(594 - 544) + chr(0b101101 + 0o3) + chr(51), 0o10), ehT0Px3KOsy9(chr(2125 - 2077) + chr(0b1101111) + chr(0b11001 + 0o36) + '\064', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(426 - 376) + '\066' + chr(0b11 + 0o62), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000 + 0o5) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), '\144' + '\x65' + '\x63' + chr(440 - 329) + '\144' + chr(0b11 + 0o142))(chr(117) + chr(0b1100100 + 0o20) + chr(0b10101 + 0o121) + chr(1165 - 1120) + chr(628 - 572)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kkGP3fOlEJ8h(oVre8I6UXc3b, hWevfb8DZSzt, KvhWwU2c_a__=ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(0b110001), 42104 - 42096)): nUFmDEhxAI3x = xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x162\x95%\x84\xe4T\x11'), chr(0b1001010 + 0o32) + '\145' + chr(0b1110 + 0o125) + chr(0b111 + 0o150) + '\x64' + chr(0b0 + 0o145))('\x75' + chr(116) + chr(301 - 199) + '\055' + '\070'), oVre8I6UXc3b.opt.Cy0pDit0ZG3R) MsbwfslwLjRO = oVre8I6UXc3b.create(nUFmDEhxAI3x, oVre8I6UXc3b.Zzs55KO_HKfp, hWevfb8DZSzt, wd=oVre8I6UXc3b.wd, true_wd=oVre8I6UXc3b.true_wd, bn_wd=oVre8I6UXc3b.bn_wd) (MsbwfslwLjRO.TKpfgNdtjQAk, MsbwfslwLjRO.FjcovgoHM1LG) = (oVre8I6UXc3b.TKpfgNdtjQAk, oVre8I6UXc3b.FjcovgoHM1LG) return MsbwfslwLjRO
fastai/fastai
fastai/callback.py
OptimWrapper.new_with_params
def new_with_params(self, param_groups:Collection[Collection[nn.Parameter]]): "Create a new `OptimWrapper` from `self` with another `layer_groups` but the same hyper-parameters." opt_func = getattr(self, 'opt_func', self.opt.__class__) opt = opt_func([{'params': p, 'lr':0} for p in param_groups]) opt = self.__class__(opt, wd=self.wd, true_wd=self.true_wd, bn_wd=self.bn_wd) opt.lr,opt.opt_func,opt.mom,opt.beta = self.lr,opt_func,self.mom,self.beta return opt
python
def new_with_params(self, param_groups:Collection[Collection[nn.Parameter]]): "Create a new `OptimWrapper` from `self` with another `layer_groups` but the same hyper-parameters." opt_func = getattr(self, 'opt_func', self.opt.__class__) opt = opt_func([{'params': p, 'lr':0} for p in param_groups]) opt = self.__class__(opt, wd=self.wd, true_wd=self.true_wd, bn_wd=self.bn_wd) opt.lr,opt.opt_func,opt.mom,opt.beta = self.lr,opt_func,self.mom,self.beta return opt
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Create a new `OptimWrapper` from `self` with another `layer_groups` but the same hyper-parameters.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L36-L42
train
Create a new OptimWrapper from self with another layer_groups but the same hyper - parameters.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\064' + chr(238 - 185), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100100 + 0o15) + '\062' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\066' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\065' + chr(0b11010 + 0o31), 40258 - 40250), ehT0Px3KOsy9(chr(48) + '\157' + chr(480 - 430) + '\x36' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11957 - 11846) + '\063' + chr(0b110000) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b101011 + 0o12) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\067' + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(384 - 334) + chr(0b11101 + 0o27), 41612 - 41604), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011 + 0o0) + '\x35' + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(2427 - 2316) + chr(1948 - 1899) + '\060' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + '\061' + chr(0b10100 + 0o35) + '\064', 3081 - 3073), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x35' + chr(0b100110 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + '\x33' + '\063' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(866 - 816) + chr(49) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1 + 0o156) + chr(50) + chr(48) + chr(238 - 186), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(448 - 399) + '\066' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(899 - 851) + '\x6f' + chr(0b10110 + 0o35) + '\065' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(4108 - 3997) + chr(835 - 784) + chr(0b110001) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + '\062' + '\x34' + '\067', 43872 - 43864), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2154 - 2105) + chr(304 - 255) + chr(1401 - 1346), 0o10), ehT0Px3KOsy9(chr(1188 - 1140) + chr(7818 - 7707) + chr(0b110111) + chr(0b11011 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(4662 - 4551) + chr(49) + chr(0b110100) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\065' + chr(0b10 + 0o56), 53952 - 53944), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(11693 - 11582) + chr(2452 - 2402) + chr(0b100000 + 0o26) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + '\x32' + chr(0b0 + 0o61) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1001000 + 0o47) + chr(0b100000 + 0o22) + chr(53) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(1447 - 1336) + chr(50) + '\061' + chr(53), 23119 - 23111), ehT0Px3KOsy9('\060' + chr(111) + chr(780 - 726) + chr(105 - 54), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100011 + 0o17) + chr(0b1000 + 0o50) + '\x34', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(146 - 95) + chr(50) + chr(1374 - 1320), 15008 - 15000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(50) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(2011 - 1961) + chr(0b110011 + 0o4) + chr(190 - 141), 8), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b110010) + '\x33' + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100110 + 0o14) + '\x34' + '\x34', 42234 - 42226), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(295 - 242) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x37' + chr(53), 0b1000), ehT0Px3KOsy9(chr(2069 - 2021) + chr(9518 - 9407) + chr(0b110010) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9(chr(804 - 756) + '\157' + '\x31' + chr(0b10011 + 0o44) + chr(0b101010 + 0o12), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b11001 + 0o34) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(0b1 + 0o143) + '\145' + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b1110 + 0o127))(chr(0b1110101) + chr(116) + chr(6437 - 6335) + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def CBIE3q3zu0tV(oVre8I6UXc3b, C4hH_hB9qQlr): nUFmDEhxAI3x = xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'J%F\xb4\xd5\xb4\x84\xda'), '\x64' + '\x65' + '\x63' + chr(0b1100001 + 0o16) + '\144' + chr(0b100011 + 0o102))(chr(0b1101 + 0o150) + chr(116) + '\146' + chr(1424 - 1379) + chr(0b10101 + 0o43)), oVre8I6UXc3b.opt.Cy0pDit0ZG3R) PFDxXM_vbSsA = nUFmDEhxAI3x([{xafqLlk3kkUe(SXOLrMavuUCe(b'U4@\x8a\xde\xb2'), '\144' + chr(101) + chr(0b111011 + 0o50) + chr(3227 - 3116) + chr(0b111010 + 0o52) + '\x65')(chr(0b1110 + 0o147) + chr(0b1100111 + 0o15) + '\146' + chr(0b10001 + 0o34) + '\070'): UyakMW2IMFEj, xafqLlk3kkUe(SXOLrMavuUCe(b"I'"), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b111111 + 0o46))('\165' + chr(0b1110100) + chr(102) + '\x2d' + chr(2427 - 2371)): ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\x30', 0o10)} for UyakMW2IMFEj in C4hH_hB9qQlr]) PFDxXM_vbSsA = oVre8I6UXc3b.Cy0pDit0ZG3R(PFDxXM_vbSsA, wd=oVre8I6UXc3b.wd, true_wd=oVre8I6UXc3b.true_wd, bn_wd=oVre8I6UXc3b.bn_wd) (PFDxXM_vbSsA.Zzs55KO_HKfp, PFDxXM_vbSsA.nUFmDEhxAI3x, PFDxXM_vbSsA.TKpfgNdtjQAk, PFDxXM_vbSsA.FjcovgoHM1LG) = (oVre8I6UXc3b.Zzs55KO_HKfp, nUFmDEhxAI3x, oVre8I6UXc3b.TKpfgNdtjQAk, oVre8I6UXc3b.FjcovgoHM1LG) return PFDxXM_vbSsA
fastai/fastai
fastai/callback.py
OptimWrapper.step
def step(self)->None: "Set weight decay and step optimizer." # weight decay outside of optimizer step (AdamW) if self.true_wd: for lr,wd,pg1,pg2 in zip(self._lr,self._wd,self.opt.param_groups[::2],self.opt.param_groups[1::2]): for p in pg1['params']: p.data.mul_(1 - wd*lr) if self.bn_wd: for p in pg2['params']: p.data.mul_(1 - wd*lr) self.set_val('weight_decay', listify(0, self._wd)) self.opt.step()
python
def step(self)->None: "Set weight decay and step optimizer." # weight decay outside of optimizer step (AdamW) if self.true_wd: for lr,wd,pg1,pg2 in zip(self._lr,self._wd,self.opt.param_groups[::2],self.opt.param_groups[1::2]): for p in pg1['params']: p.data.mul_(1 - wd*lr) if self.bn_wd: for p in pg2['params']: p.data.mul_(1 - wd*lr) self.set_val('weight_decay', listify(0, self._wd)) self.opt.step()
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Set weight decay and step optimizer.
[ "Set", "weight", "decay", "and", "step", "optimizer", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L48-L57
train
Set weight decay and step optimizer.
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(1921 - 1873) + '\x6f' + chr(0b101111 + 0o10) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\066' + chr(0b110001 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + '\063' + '\063' + chr(0b110010), 52695 - 52687), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(55) + chr(1145 - 1091), 0o10), ehT0Px3KOsy9('\060' + chr(6729 - 6618) + chr(0b1110 + 0o44) + chr(0b110100) + chr(0b0 + 0o67), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100111 + 0o17) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b10100 + 0o34) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5124 - 5013) + chr(0b11000 + 0o35) + chr(1313 - 1261), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1256 - 1207) + chr(0b110000) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(710 - 661) + chr(0b110 + 0o60) + chr(495 - 445), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b11111 + 0o120) + chr(1811 - 1761) + chr(0b110010 + 0o0) + chr(503 - 450), 47801 - 47793), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b110011) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(50) + chr(52) + chr(0b11000 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(53) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b100001 + 0o116) + chr(0b110001 + 0o1) + '\064' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51 - 1) + '\x35' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(8661 - 8550) + '\061' + '\x31' + chr(164 - 115), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + chr(0b10011 + 0o36) + chr(0b110100) + chr(2156 - 2104), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(1732 - 1682) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(8112 - 8001) + chr(0b110011) + chr(2322 - 2270) + '\060', 48508 - 48500), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b110011) + chr(1624 - 1575) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\x30' + '\060', 0o10), ehT0Px3KOsy9(chr(428 - 380) + '\x6f' + '\x32' + '\x32' + chr(0b10001 + 0o40), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + '\062' + chr(0b1100 + 0o51) + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(2221 - 2170) + chr(0b110000 + 0o4) + chr(786 - 733), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + '\063' + chr(0b110000) + chr(49), 39343 - 39335), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o36) + chr(1644 - 1595) + chr(2534 - 2482), 26067 - 26059), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(2668 - 2614) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(2033 - 1982) + chr(424 - 369), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + chr(0b110100 + 0o3) + chr(51), 8813 - 8805), ehT0Px3KOsy9('\x30' + chr(0b1001110 + 0o41) + chr(51) + chr(0b110100) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(55) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b11100 + 0o33) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100011 + 0o114) + '\061' + chr(48) + chr(0b10100 + 0o40), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(50) + '\x32', 0o10), ehT0Px3KOsy9(chr(380 - 332) + chr(3554 - 3443) + '\x33' + chr(0b110001) + chr(933 - 882), 31387 - 31379), ehT0Px3KOsy9('\060' + chr(2549 - 2438) + chr(0b100000 + 0o23) + '\067' + chr(0b100010 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110011) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + '\x35' + chr(52), 11343 - 11335), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(237 - 187) + chr(48) + '\066', 37851 - 37843)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(8308 - 8197) + chr(0b101100 + 0o11) + '\060', 4145 - 4137)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x11'), chr(6405 - 6305) + '\x65' + chr(4008 - 3909) + '\157' + chr(1289 - 1189) + '\x65')(chr(0b1110101) + chr(4338 - 4222) + chr(102) + chr(45) + chr(83 - 27)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kDuFsAhEatcU(oVre8I6UXc3b) -> None: if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K\xc7\xaf\xdb\xf8B '), chr(0b1100100) + chr(0b1100101) + chr(1180 - 1081) + '\157' + chr(0b1101 + 0o127) + '\x65')('\x75' + chr(0b1110100) + chr(6718 - 6616) + chr(45) + chr(0b1101 + 0o53))): for (Zzs55KO_HKfp, LTzJV4d64B_7, yi5yYqcGLESl, ZjAinCEwg486) in pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'`\xd9\xa8'), '\x64' + '\x65' + '\x63' + '\157' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(0b111001 + 0o55) + chr(0b101101) + chr(0b11111 + 0o31))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'`\xc2\xbe'), chr(7838 - 7738) + '\x65' + chr(3823 - 3724) + '\157' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(7807 - 7691) + chr(0b101100 + 0o72) + chr(45) + chr(56))), xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xd4\xa8\xdf\xcaj#^(\x07\xe5\xea'), chr(0b1100100) + chr(0b101001 + 0o74) + '\x63' + '\x6f' + chr(100) + '\145')(chr(117) + '\x74' + chr(102) + '\x2d' + chr(0b100101 + 0o23)))[::ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + '\062', ord("\x08"))], xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'O\xd4\xa8\xdf\xcaj#^(\x07\xe5\xea'), chr(332 - 232) + chr(8352 - 8251) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b11110 + 0o107))(chr(2034 - 1917) + chr(0b1101 + 0o147) + chr(0b1011 + 0o133) + '\055' + chr(0b110101 + 0o3)))[ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o47), 0b1000)::ehT0Px3KOsy9('\060' + '\x6f' + '\x32', 8)]): for UyakMW2IMFEj in yi5yYqcGLESl[xafqLlk3kkUe(SXOLrMavuUCe(b'O\xd4\xa8\xdf\xcaF'), chr(0b1100100) + chr(0b1011110 + 0o7) + '\x63' + chr(0b1101111) + chr(100) + chr(182 - 81))(chr(3787 - 3670) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(2245 - 2189))]: xafqLlk3kkUe(UyakMW2IMFEj.data, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xc0\xb6\xe1'), chr(0b110011 + 0o61) + chr(2818 - 2717) + chr(0b10110 + 0o115) + '\157' + chr(0b1100100 + 0o0) + '\x65')(chr(0b1110101) + chr(116) + '\x66' + chr(1116 - 1071) + chr(169 - 113)))(ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100111 + 0o12), 8) - LTzJV4d64B_7 * Zzs55KO_HKfp) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b']\xdb\x85\xc9\xc3'), chr(0b111111 + 0o45) + chr(101) + chr(607 - 508) + chr(111) + chr(100) + chr(0b1100101))('\x75' + chr(0b1100 + 0o150) + '\x66' + '\x2d' + '\070')): for UyakMW2IMFEj in ZjAinCEwg486[xafqLlk3kkUe(SXOLrMavuUCe(b'O\xd4\xa8\xdf\xcaF'), chr(0b1011101 + 0o7) + chr(0b1011101 + 0o10) + chr(0b1100011) + '\157' + chr(0b1111 + 0o125) + chr(6431 - 6330))(chr(0b101 + 0o160) + chr(0b1010100 + 0o40) + chr(8251 - 8149) + '\055' + '\x38')]: xafqLlk3kkUe(UyakMW2IMFEj.data, xafqLlk3kkUe(SXOLrMavuUCe(b'R\xc0\xb6\xe1'), '\144' + '\145' + '\143' + chr(111) + '\144' + chr(0b111011 + 0o52))('\165' + chr(444 - 328) + '\146' + chr(45) + chr(550 - 494)))(ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1628 - 1579), 8) - LTzJV4d64B_7 * Zzs55KO_HKfp) xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xd0\xae\xe1\xd1T('), chr(4922 - 4822) + '\145' + '\x63' + chr(111) + chr(100) + '\x65')(chr(4946 - 4829) + chr(0b100000 + 0o124) + '\146' + chr(0b101101) + chr(0b110001 + 0o7)))(xafqLlk3kkUe(SXOLrMavuUCe(b'H\xd0\xb3\xd9\xcfA\x1bH"\x11\xf4\xe0'), '\x64' + '\145' + chr(0b11000 + 0o113) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1000100 + 0o61) + chr(116) + chr(0b110000 + 0o66) + chr(45) + chr(0b100110 + 0o22)), XFSR0qhtb0bq(ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\x30', ord("\x08")), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'`\xc2\xbe'), '\x64' + '\145' + chr(99) + chr(9315 - 9204) + '\x64' + '\x65')('\165' + chr(0b1001011 + 0o51) + '\146' + chr(45) + '\070')))) xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'L\xc1\xbf\xce'), chr(2458 - 2358) + chr(101) + chr(5365 - 5266) + chr(111) + chr(100) + chr(2907 - 2806))(chr(0b1110 + 0o147) + '\164' + chr(102) + chr(0b101010 + 0o3) + chr(56)))()
fastai/fastai
fastai/callback.py
OptimWrapper.beta
def beta(self, val:float)->None: "Set beta (or alpha as makes sense for given optimizer)." if val is None: return if 'betas' in self.opt_keys: self.set_val('betas', (self._mom, listify(val, self._beta))) elif 'alpha' in self.opt_keys: self.set_val('alpha', listify(val, self._beta)) self._beta = listify(val, self._beta)
python
def beta(self, val:float)->None: "Set beta (or alpha as makes sense for given optimizer)." if val is None: return if 'betas' in self.opt_keys: self.set_val('betas', (self._mom, listify(val, self._beta))) elif 'alpha' in self.opt_keys: self.set_val('alpha', listify(val, self._beta)) self._beta = listify(val, self._beta)
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Set beta (or alpha as makes sense for given optimizer).
[ "Set", "beta", "(", "or", "alpha", "as", "makes", "sense", "for", "given", "optimizer", ")", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L94-L99
train
Set beta ( or alpha as makes sense for given optimizer.
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(0b11111 + 0o120) + '\061' + chr(0b110001 + 0o6) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(55) + chr(1292 - 1238), 0b1000), ehT0Px3KOsy9('\x30' + chr(9663 - 9552) + '\x31' + chr(2382 - 2331) + chr(1818 - 1767), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10849 - 10738) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(1464 - 1416) + chr(0b1100 + 0o143) + '\061' + chr(0b110001) + chr(50), 23809 - 23801), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(12165 - 12054) + chr(0b110010) + '\067' + chr(1210 - 1162), 48271 - 48263), ehT0Px3KOsy9(chr(1859 - 1811) + '\157' + chr(49) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + '\x32' + chr(52) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(1845 - 1792) + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + '\x32' + '\x35' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\x6f' + chr(1410 - 1360) + '\063' + chr(48), 35877 - 35869), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\063' + chr(51), 0b1000), ehT0Px3KOsy9(chr(1482 - 1434) + chr(7422 - 7311) + '\x32' + chr(0b110001) + chr(55), 23885 - 23877), ehT0Px3KOsy9(chr(1913 - 1865) + '\157' + chr(50) + chr(1664 - 1614) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1582 - 1534) + chr(0b1001 + 0o146) + '\x31' + chr(53) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11339 - 11228) + '\061' + chr(2831 - 2777) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101110 + 0o3) + chr(0b110000) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x34' + chr(0b11110 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(2104 - 2054) + chr(0b110 + 0o60), 51337 - 51329), ehT0Px3KOsy9(chr(274 - 226) + chr(0b11110 + 0o121) + '\x36' + chr(0b100001 + 0o20), 63949 - 63941), ehT0Px3KOsy9('\060' + chr(3075 - 2964) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(7235 - 7124) + chr(0b110010) + '\063' + chr(1363 - 1311), ord("\x08")), ehT0Px3KOsy9(chr(188 - 140) + '\157' + '\063' + chr(50) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + chr(0b110010) + chr(2250 - 2196) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(1090 - 1042) + chr(0b1101111) + chr(0b10001 + 0o42) + '\x32' + chr(0b11 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + chr(1778 - 1723) + '\060', 0o10), ehT0Px3KOsy9(chr(1069 - 1021) + chr(3791 - 3680) + '\x33' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + '\x31' + chr(2048 - 1993), 55068 - 55060), ehT0Px3KOsy9('\060' + chr(787 - 676) + chr(51) + chr(2256 - 2201), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x37', 8), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(0b100010 + 0o17) + chr(0b110111) + chr(1264 - 1214), 30286 - 30278), ehT0Px3KOsy9(chr(1505 - 1457) + chr(0b1101111) + '\061' + '\x37', 8), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(8361 - 8250) + '\063' + chr(53) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(1275 - 1227) + chr(0b1101111) + chr(0b11 + 0o56) + chr(0b110110) + chr(0b101000 + 0o11), 53627 - 53619), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(666 - 615) + '\060' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2795 - 2741) + chr(50), 46758 - 46750), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x36' + '\060', 42267 - 42259), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\066', 8), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + chr(1642 - 1593) + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101001 + 0o12) + chr(2448 - 2395) + '\x32', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(1797 - 1744) + chr(0b100010 + 0o16), 44631 - 44623)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'P'), '\x64' + chr(0b1011110 + 0o7) + '\x63' + chr(0b1101111) + chr(9446 - 9346) + '\x65')(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(0b11101 + 0o20) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def FjcovgoHM1LG(oVre8I6UXc3b, pQxH2D_k9sXQ) -> None: if pQxH2D_k9sXQ is None: return if xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x9b/`9'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1010011 + 0o34) + chr(0b1100100) + chr(0b1100101))(chr(0b1001001 + 0o54) + '\164' + chr(0b1100110) + chr(0b10000 + 0o35) + chr(0b111000)) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\x8e/^!\xddq\xd6'), chr(100) + chr(7803 - 7702) + '\x63' + chr(5283 - 5172) + chr(100) + chr(0b110101 + 0o60))('\165' + '\164' + chr(0b1101 + 0o131) + chr(765 - 720) + '\x38')): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\x9b/^<\xd9d'), '\x64' + chr(101) + '\143' + chr(1267 - 1156) + '\x64' + '\x65')('\x75' + chr(116) + chr(0b100010 + 0o104) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x9b/`9'), chr(0b1100100) + chr(0b1100101) + chr(4807 - 4708) + chr(0b1101111) + '\144' + '\x65')('\x75' + chr(0b101000 + 0o114) + '\x66' + chr(0b101101) + chr(0b111000)), (xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'!\x934l'), chr(6920 - 6820) + chr(1610 - 1509) + chr(0b111 + 0o134) + '\157' + chr(0b1001110 + 0o26) + '\x65')(chr(117) + chr(2068 - 1952) + chr(7864 - 7762) + chr(0b101101) + chr(0b100110 + 0o22))), XFSR0qhtb0bq(pQxH2D_k9sXQ, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'!\x9c>u+'), '\144' + chr(0b1100101) + chr(0b110101 + 0o56) + chr(111) + chr(0b1100100) + '\x65')(chr(9355 - 9238) + '\164' + '\x66' + chr(594 - 549) + chr(56)))))) elif xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\x92+i+'), chr(1146 - 1046) + '\145' + chr(0b1110 + 0o125) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b11101 + 0o130) + '\x74' + '\146' + chr(0b101101) + '\x38') in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11\x8e/^!\xddq\xd6'), chr(849 - 749) + '\145' + chr(3699 - 3600) + '\157' + '\144' + chr(101))(chr(0b1001100 + 0o51) + chr(0b100001 + 0o123) + chr(0b1100110) + '\055' + '\x38')): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\r\x9b/^<\xd9d'), chr(1080 - 980) + chr(1005 - 904) + chr(0b1100011) + chr(0b101010 + 0o105) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(1819 - 1717) + chr(1424 - 1379) + chr(1757 - 1701)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\x92+i+'), '\x64' + '\145' + chr(8343 - 8244) + '\x6f' + chr(0b1100100) + chr(101))(chr(0b1110101) + chr(11696 - 11580) + chr(0b111010 + 0o54) + chr(1111 - 1066) + chr(0b1100 + 0o54)), XFSR0qhtb0bq(pQxH2D_k9sXQ, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'!\x9c>u+'), chr(100) + chr(6234 - 6133) + chr(6110 - 6011) + '\x6f' + chr(100) + '\145')(chr(0b10 + 0o163) + '\164' + chr(0b1100110) + chr(0b1000 + 0o45) + '\x38')))) oVre8I6UXc3b.SUK1x3ZRbDDY = XFSR0qhtb0bq(pQxH2D_k9sXQ, oVre8I6UXc3b.SUK1x3ZRbDDY)
fastai/fastai
fastai/callback.py
OptimWrapper.wd
def wd(self, val:float)->None: "Set weight decay." if not self.true_wd: self.set_val('weight_decay', listify(val, self._wd), bn_groups=self.bn_wd) self._wd = listify(val, self._wd)
python
def wd(self, val:float)->None: "Set weight decay." if not self.true_wd: self.set_val('weight_decay', listify(val, self._wd), bn_groups=self.bn_wd) self._wd = listify(val, self._wd)
[ "def", "wd", "(", "self", ",", "val", ":", "float", ")", "->", "None", ":", "if", "not", "self", ".", "true_wd", ":", "self", ".", "set_val", "(", "'weight_decay'", ",", "listify", "(", "val", ",", "self", ".", "_wd", ")", ",", "bn_groups", "=", "self", ".", "bn_wd", ")", "self", ".", "_wd", "=", "listify", "(", "val", ",", "self", ".", "_wd", ")" ]
Set weight decay.
[ "Set", "weight", "decay", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L104-L107
train
Set weight decay.
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(0b101011 + 0o104) + chr(50) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101010 + 0o5) + '\x31' + chr(0b1110 + 0o43) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1113 - 1065) + chr(0b10000 + 0o137) + chr(455 - 406) + chr(0b110001) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\063', 42792 - 42784), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(902 - 848) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(0b1111 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(535 - 487) + '\x6f' + chr(0b110100) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(738 - 686) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x34' + chr(0b11111 + 0o25), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(616 - 566) + chr(0b110010) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(0b100010 + 0o23) + chr(2080 - 2025), 2981 - 2973), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(0b110011) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(2126 - 2078) + chr(0b1101111) + chr(50) + '\065' + chr(0b10110 + 0o41), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11101 + 0o122) + chr(51) + '\061' + chr(475 - 421), 0o10), ehT0Px3KOsy9('\x30' + chr(3621 - 3510) + chr(49) + chr(349 - 296) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1377 - 1329) + '\157' + chr(372 - 321) + '\066', 61701 - 61693), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(0b110001) + chr(49) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\x35' + chr(0b101010 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(845 - 797) + '\157' + chr(51) + chr(0b11110 + 0o26) + '\062', 11055 - 11047), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(1526 - 1477) + '\x31' + chr(1260 - 1209), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1559 - 1510) + '\x36' + '\x35', 49121 - 49113), ehT0Px3KOsy9(chr(1652 - 1604) + chr(7670 - 7559) + chr(52) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1077 - 1029) + '\157' + '\065' + chr(2224 - 2176), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5389 - 5278) + chr(50) + '\x30' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + '\x37' + chr(1360 - 1306), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\067' + chr(0b1011 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + chr(10402 - 10291) + chr(0b11011 + 0o27) + chr(2013 - 1965) + chr(2142 - 2094), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10010 + 0o45) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7372 - 7261) + '\x32' + chr(353 - 304) + chr(0b110100 + 0o0), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11101 + 0o26) + '\x30' + '\064', 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110001) + chr(92 - 40) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o61) + chr(0b110000) + '\x30', 46387 - 46379), ehT0Px3KOsy9(chr(1266 - 1218) + chr(0b1101111) + chr(0b110010) + chr(49) + chr(624 - 569), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + '\061' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(55) + chr(0b110000 + 0o7), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\067' + chr(0b101000 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(9715 - 9604) + chr(0b110100 + 0o2) + chr(1814 - 1762), 19462 - 19454), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(383 - 332) + chr(52) + chr(52), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(455 - 404) + chr(563 - 514) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(52) + '\x34', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b101111 + 0o100) + '\x35' + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'?'), chr(0b11011 + 0o111) + chr(9830 - 9729) + '\143' + chr(111) + chr(100) + chr(101))(chr(7883 - 7766) + '\164' + chr(102) + chr(0b0 + 0o55) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LTzJV4d64B_7(oVre8I6UXc3b, pQxH2D_k9sXQ) -> None: if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'e8>fls@'), chr(0b111010 + 0o52) + chr(2192 - 2091) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1100010 + 0o23) + chr(4022 - 3906) + '\146' + '\x2d' + chr(0b101011 + 0o15))): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'b/?\\EeH'), chr(0b1100100) + '\x65' + chr(5373 - 5274) + chr(6953 - 6842) + '\144' + '\x65')('\x75' + '\164' + chr(0b1100110) + '\055' + chr(1111 - 1055)))(xafqLlk3kkUe(SXOLrMavuUCe(b'f/"d[p{\x04\x81\xf4\x8e\xa5'), chr(9281 - 9181) + '\x65' + chr(99) + chr(111) + '\x64' + chr(0b100000 + 0o105))(chr(0b1110101) + chr(0b1101110 + 0o6) + chr(102) + chr(0b101101) + '\070'), XFSR0qhtb0bq(pQxH2D_k9sXQ, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'N=/'), chr(4852 - 4752) + chr(101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\x74' + '\146' + chr(45) + chr(0b111000)))), bn_groups=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's$\x14tW'), chr(8975 - 8875) + chr(101) + chr(6142 - 6043) + chr(0b110101 + 0o72) + chr(100) + chr(0b11000 + 0o115))(chr(117) + chr(116) + chr(0b1010110 + 0o20) + '\055' + chr(1698 - 1642)))) oVre8I6UXc3b.f9o_ch70lOPg = XFSR0qhtb0bq(pQxH2D_k9sXQ, oVre8I6UXc3b.f9o_ch70lOPg)
fastai/fastai
fastai/callback.py
OptimWrapper.read_defaults
def read_defaults(self)->None: "Read the values inside the optimizer for the hyper-parameters." self._beta = None if 'lr' in self.opt_keys: self._lr = self.read_val('lr') if 'momentum' in self.opt_keys: self._mom = self.read_val('momentum') if 'alpha' in self.opt_keys: self._beta = self.read_val('alpha') if 'betas' in self.opt_keys: self._mom,self._beta = self.read_val('betas') if 'weight_decay' in self.opt_keys: self._wd = self.read_val('weight_decay') reserved_names = ['params', 'lr', 'momentum', 'alpha', 'betas', 'weight_decay'] stat_names = [n for n in self.opt_keys if n not in reserved_names] self._stats = {n:self.read_val(n) for n in stat_names}
python
def read_defaults(self)->None: "Read the values inside the optimizer for the hyper-parameters." self._beta = None if 'lr' in self.opt_keys: self._lr = self.read_val('lr') if 'momentum' in self.opt_keys: self._mom = self.read_val('momentum') if 'alpha' in self.opt_keys: self._beta = self.read_val('alpha') if 'betas' in self.opt_keys: self._mom,self._beta = self.read_val('betas') if 'weight_decay' in self.opt_keys: self._wd = self.read_val('weight_decay') reserved_names = ['params', 'lr', 'momentum', 'alpha', 'betas', 'weight_decay'] stat_names = [n for n in self.opt_keys if n not in reserved_names] self._stats = {n:self.read_val(n) for n in stat_names}
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Read the values inside the optimizer for the hyper-parameters.
[ "Read", "the", "values", "inside", "the", "optimizer", "for", "the", "hyper", "-", "parameters", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L110-L120
train
Read the values inside the optimizer for the hyper - parameters.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\066' + chr(2387 - 2337), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x36' + '\062', 6463 - 6455), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + chr(0b100000 + 0o23), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b101100 + 0o7) + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b11010 + 0o31) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1100101 + 0o12) + chr(0b1100 + 0o47) + chr(48) + '\065', 27209 - 27201), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(0b110011) + '\x35' + chr(0b11000 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\x32' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x34' + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b0 + 0o157) + chr(1786 - 1737) + chr(0b100011 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(2260 - 2212) + chr(111) + chr(0b100001 + 0o20) + chr(0b110100) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(1384 - 1333) + '\x37', 19612 - 19604), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(9423 - 9312) + chr(0b10010 + 0o37) + chr(0b11011 + 0o30) + chr(0b110100), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110100 + 0o3) + chr(0b11111 + 0o27), 16706 - 16698), ehT0Px3KOsy9(chr(2290 - 2242) + chr(1886 - 1775) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b1101 + 0o52), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\x31' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\066' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(480 - 432) + chr(0b1101111) + chr(0b10100 + 0o35) + chr(53) + chr(0b110000), 40324 - 40316), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o7), 8), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x37' + chr(0b110010 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(6773 - 6662) + chr(54), 42703 - 42695), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(453 - 403) + chr(1917 - 1863) + chr(1438 - 1390), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\x32' + chr(0b100 + 0o54) + '\067', 29050 - 29042), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b110100) + '\062', 26086 - 26078), ehT0Px3KOsy9(chr(0b110000) + chr(0b110000 + 0o77) + chr(0b11111 + 0o26) + chr(0b1001 + 0o54), 48949 - 48941), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + '\x31' + chr(0b100000 + 0o22) + chr(0b1110 + 0o44), 12676 - 12668), ehT0Px3KOsy9(chr(402 - 354) + chr(10531 - 10420) + '\064' + '\x33', 10124 - 10116), ehT0Px3KOsy9(chr(1783 - 1735) + '\x6f' + chr(1418 - 1368) + chr(0b1100 + 0o45) + chr(2579 - 2525), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011111 + 0o20) + chr(0b110011) + '\065', 62140 - 62132), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\062' + chr(0b1010 + 0o54) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(225 - 174) + chr(0b101110 + 0o5) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + '\061' + '\x30' + chr(930 - 876), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011 + 0o0) + '\061' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b101000 + 0o11) + chr(0b110101), 52717 - 52709), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101001 + 0o6) + '\x33' + '\x32' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(5886 - 5775) + '\061' + '\x32' + chr(0b0 + 0o61), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(1397 - 1348) + chr(0b110011 + 0o3) + chr(52), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + '\x35' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc'), '\x64' + '\145' + '\x63' + chr(111) + chr(0b1100100) + chr(0b1000110 + 0o37))(chr(0b1110101) + chr(0b1101110 + 0o6) + chr(0b1100110) + chr(0b101010 + 0o3) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def UO39OgUPYl9q(oVre8I6UXc3b) -> None: oVre8I6UXc3b.SUK1x3ZRbDDY = None if xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x00'), chr(100) + chr(101) + chr(0b110110 + 0o55) + chr(0b1001011 + 0o44) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + '\146' + chr(0b101101) + '\070') in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\x02O\x847\xa0\x93\x00'), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(100) + chr(4966 - 4865))(chr(0b1101001 + 0o14) + '\164' + chr(8169 - 8067) + chr(0b101101) + chr(0b1 + 0o67))): oVre8I6UXc3b.YNfvw_xEds_y = oVre8I6UXc3b.read_val(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x00'), chr(0b1100100) + '\145' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')(chr(4209 - 4092) + '\164' + chr(0b1100110) + chr(253 - 208) + '\070')) if xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\x1dV\xbe2\xb1\x9f\x1e'), '\144' + '\145' + chr(0b11000 + 0o113) + chr(111) + chr(6532 - 6432) + chr(0b1001000 + 0o35))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + '\070') in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\x02O\x847\xa0\x93\x00'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + '\145')(chr(8618 - 8501) + chr(0b1100111 + 0o15) + chr(102) + chr(951 - 906) + '\x38')): oVre8I6UXc3b.UcJKCGUOe_71 = oVre8I6UXc3b.read_val(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\x1dV\xbe2\xb1\x9f\x1e'), chr(100) + chr(0b1100101) + chr(0b1100011 + 0o0) + chr(111) + '\144' + chr(0b1100101))(chr(13490 - 13373) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(1071 - 1015))) if xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x1eK\xb3='), chr(9265 - 9165) + '\145' + '\x63' + chr(0b110101 + 0o72) + chr(100) + chr(101))('\165' + '\x74' + chr(102) + chr(0b101101) + '\x38') in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\x02O\x847\xa0\x93\x00'), '\x64' + '\145' + '\143' + chr(3705 - 3594) + '\144' + chr(0b10010 + 0o123))(chr(8491 - 8374) + chr(116) + chr(102) + '\055' + chr(2605 - 2549))): oVre8I6UXc3b.SUK1x3ZRbDDY = oVre8I6UXc3b.read_val(xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x1eK\xb3='), chr(6819 - 6719) + '\145' + chr(0b1001111 + 0o24) + chr(111) + '\x64' + chr(101))(chr(6284 - 6167) + '\x74' + chr(0b1100110) + chr(0b101 + 0o50) + '\070')) if xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\x17O\xba/'), chr(0b1100100) + chr(0b1100101) + chr(7036 - 6937) + '\x6f' + '\x64' + '\x65')(chr(117) + chr(11909 - 11793) + chr(0b10011 + 0o123) + chr(0b10010 + 0o33) + chr(209 - 153)) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\x02O\x847\xa0\x93\x00'), '\144' + chr(0b1100101) + chr(99) + chr(111) + chr(0b1010010 + 0o22) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1001111 + 0o27) + chr(0b11 + 0o52) + chr(0b111000))): (oVre8I6UXc3b.UcJKCGUOe_71, oVre8I6UXc3b.SUK1x3ZRbDDY) = oVre8I6UXc3b.read_val(xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\x17O\xba/'), chr(0b1100100) + '\145' + chr(99) + '\157' + '\x64' + chr(6421 - 6320))(chr(117) + '\x74' + '\146' + chr(0b100000 + 0o15) + chr(1098 - 1042))) if xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x17R\xbc4\xb1\xb5\x17\xb5\xc4m\x19'), '\144' + chr(0b1100010 + 0o3) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b10 + 0o143))(chr(10163 - 10046) + chr(0b1011110 + 0o26) + chr(0b1011 + 0o133) + chr(0b10110 + 0o27) + '\070') in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\x02O\x847\xa0\x93\x00'), chr(0b1100100) + '\x65' + chr(0b10110 + 0o115) + chr(0b11011 + 0o124) + chr(100) + chr(101))(chr(0b1110100 + 0o1) + '\164' + chr(102) + '\x2d' + '\x38')): oVre8I6UXc3b.f9o_ch70lOPg = oVre8I6UXc3b.read_val(xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x17R\xbc4\xb1\xb5\x17\xb5\xc4m\x19'), '\144' + chr(0b1100101) + '\143' + chr(0b11011 + 0o124) + chr(100) + chr(1308 - 1207))(chr(0b111111 + 0o66) + chr(116) + '\146' + '\x2d' + '\x38')) sAE2OVERrYEQ = [xafqLlk3kkUe(SXOLrMavuUCe(b'\x82\x13I\xba1\xb6'), chr(100) + '\x65' + '\x63' + chr(0b1011 + 0o144) + chr(0b1100100) + '\x65')(chr(10414 - 10297) + '\x74' + '\146' + '\055' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x00'), '\x64' + chr(0b1100101 + 0o0) + chr(0b1100011) + '\157' + '\144' + chr(8263 - 8162))('\165' + chr(116) + chr(102) + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\x1dV\xbe2\xb1\x9f\x1e'), chr(0b1100100) + chr(0b10 + 0o143) + chr(0b111001 + 0o52) + chr(0b1101111) + '\x64' + chr(101))(chr(0b101110 + 0o107) + chr(116) + chr(0b1100110) + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\x1eK\xb3='), chr(0b101111 + 0o65) + '\145' + chr(99) + chr(773 - 662) + '\144' + chr(0b1100101))('\x75' + '\164' + '\x66' + chr(0b101101) + chr(0b101111 + 0o11)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\x17O\xba/'), chr(0b110 + 0o136) + chr(101) + chr(0b111011 + 0o50) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(116) + chr(5092 - 4990) + chr(1811 - 1766) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x17R\xbc4\xb1\xb5\x17\xb5\xc4m\x19'), '\x64' + '\x65' + chr(99) + chr(111) + '\x64' + chr(101))(chr(117) + '\x74' + chr(0b11110 + 0o110) + chr(443 - 398) + chr(0b110001 + 0o7))] wcSbsMG04Nzf = [m1NkCryOw9Bx for m1NkCryOw9Bx in oVre8I6UXc3b.opt_keys if m1NkCryOw9Bx not in sAE2OVERrYEQ] oVre8I6UXc3b.pPtUL6Pl8I09 = {m1NkCryOw9Bx: oVre8I6UXc3b.read_val(m1NkCryOw9Bx) for m1NkCryOw9Bx in wcSbsMG04Nzf}
fastai/fastai
fastai/callback.py
OptimWrapper.set_val
def set_val(self, key:str, val:Any, bn_groups:bool=True)->Any: "Set `val` inside the optimizer dictionary at `key`." if is_tuple(val): val = [(v1,v2) for v1,v2 in zip(*val)] for v,pg1,pg2 in zip(val,self.opt.param_groups[::2],self.opt.param_groups[1::2]): pg1[key] = v if bn_groups: pg2[key] = v return val
python
def set_val(self, key:str, val:Any, bn_groups:bool=True)->Any: "Set `val` inside the optimizer dictionary at `key`." if is_tuple(val): val = [(v1,v2) for v1,v2 in zip(*val)] for v,pg1,pg2 in zip(val,self.opt.param_groups[::2],self.opt.param_groups[1::2]): pg1[key] = v if bn_groups: pg2[key] = v return val
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Set `val` inside the optimizer dictionary at `key`.
[ "Set", "val", "inside", "the", "optimizer", "dictionary", "at", "key", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L132-L138
train
Set val inside the optimizer dictionary at key.
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(0b1101 + 0o43) + chr(111) + chr(0b110010) + chr(0b110011) + chr(2202 - 2152), 14863 - 14855), ehT0Px3KOsy9(chr(542 - 494) + chr(0b1101111) + chr(372 - 321) + chr(0b10000 + 0o42) + chr(279 - 228), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110111) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b100011 + 0o16) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(51) + '\065' + '\x30', 0o10), ehT0Px3KOsy9(chr(564 - 516) + chr(111) + chr(2312 - 2262) + '\x33' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100010 + 0o115) + chr(0b101111 + 0o3) + '\x32' + chr(2123 - 2072), 0b1000), ehT0Px3KOsy9('\060' + chr(11188 - 11077) + chr(0b111 + 0o57) + '\x37', 0b1000), ehT0Px3KOsy9(chr(788 - 740) + chr(7476 - 7365) + chr(2020 - 1970) + chr(2625 - 2570) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1682 - 1632) + chr(1199 - 1145) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\060', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\x37' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\061' + chr(1571 - 1522), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7558 - 7447) + chr(1002 - 951) + '\x33' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + '\x31' + '\064' + chr(1534 - 1481), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10100 + 0o37) + chr(0b101100 + 0o5) + '\x32', 62722 - 62714), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(0b110011 + 0o1) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110001) + '\x31', 37957 - 37949), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(1273 - 1221) + chr(0b110 + 0o61), 0o10), ehT0Px3KOsy9(chr(141 - 93) + chr(0b1101111) + chr(829 - 778) + chr(0b11100 + 0o27) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\x36' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(51) + '\x37' + chr(0b10000 + 0o45), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(50) + '\x31' + chr(0b1000 + 0o52), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(2529 - 2476) + chr(0b100000 + 0o20), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(805 - 750), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110111) + chr(0b110011), 8), ehT0Px3KOsy9(chr(588 - 540) + chr(111) + chr(0b110010) + chr(50) + chr(0b110010), 27832 - 27824), ehT0Px3KOsy9(chr(413 - 365) + '\157' + chr(0b110110) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(620 - 572) + chr(2080 - 1969) + chr(50) + chr(0b110101) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(453 - 402) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11011 + 0o124) + chr(50) + '\063' + chr(1712 - 1664), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b100011 + 0o114) + '\067' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1274 - 1221) + chr(52), 54869 - 54861), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\066' + chr(0b110 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1100110 + 0o11) + chr(54) + chr(381 - 331), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1101111) + '\x32' + chr(52), 64868 - 64860), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(280 - 232) + chr(52), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1982 - 1934) + chr(2603 - 2492) + '\x35' + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4'), chr(100) + chr(0b10010 + 0o123) + chr(0b1100011) + '\157' + '\x64' + chr(2951 - 2850))(chr(0b1110101) + chr(116) + '\146' + chr(1228 - 1183) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Zk8X9M1TMztb(oVre8I6UXc3b, K3J4ZwSlE0sT, pQxH2D_k9sXQ, TtU5OxZayoZ2=ehT0Px3KOsy9(chr(1984 - 1936) + chr(0b1101111) + chr(49), 0b1000)) -> R71nhlWr3XQi: if tgwO2LDlH97j(pQxH2D_k9sXQ): pQxH2D_k9sXQ = [(YmVdzeODYWYp, veJ2cNbo0zzI) for (YmVdzeODYWYp, veJ2cNbo0zzI) in pZ0NK2y6HRbn(*pQxH2D_k9sXQ)] for (cMbll0QYhULo, yi5yYqcGLESl, ZjAinCEwg486) in pZ0NK2y6HRbn(pQxH2D_k9sXQ, xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\xb2r\x1a\xe7\xb7\xf8\xe1X\xcf\xc5s'), '\144' + chr(0b1100101) + chr(99) + chr(9896 - 9785) + chr(100) + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\055' + '\070'))[::ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(50), 0b1000)], xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\xb2r\x1a\xe7\xb7\xf8\xe1X\xcf\xc5s'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(111) + '\144' + chr(0b10101 + 0o120))('\x75' + '\x74' + chr(5163 - 5061) + '\055' + chr(0b111000)))[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49), 8)::ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32', 8)]): yi5yYqcGLESl[K3J4ZwSlE0sT] = cMbll0QYhULo if TtU5OxZayoZ2: ZjAinCEwg486[K3J4ZwSlE0sT] = cMbll0QYhULo return pQxH2D_k9sXQ
fastai/fastai
fastai/callback.py
OptimWrapper.read_val
def read_val(self, key:str) -> Union[List[float],Tuple[List[float],List[float]]]: "Read a hyperparameter `key` in the optimizer dictionary." val = [pg[key] for pg in self.opt.param_groups[::2]] if is_tuple(val[0]): val = [o[0] for o in val], [o[1] for o in val] return val
python
def read_val(self, key:str) -> Union[List[float],Tuple[List[float],List[float]]]: "Read a hyperparameter `key` in the optimizer dictionary." val = [pg[key] for pg in self.opt.param_groups[::2]] if is_tuple(val[0]): val = [o[0] for o in val], [o[1] for o in val] return val
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Read a hyperparameter `key` in the optimizer dictionary.
[ "Read", "a", "hyperparameter", "key", "in", "the", "optimizer", "dictionary", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L140-L144
train
Read a hyperparameter key in the optimizer 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('\x30' + chr(12035 - 11924) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11000 + 0o35) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110111) + '\061', 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b101000 + 0o11) + chr(49) + chr(1923 - 1875), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011 + 0o4) + '\x35', 48190 - 48182), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1232 - 1181) + chr(0b1111 + 0o44), 0o10), ehT0Px3KOsy9(chr(998 - 950) + chr(111) + chr(0b0 + 0o63) + chr(55) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(2083 - 2034) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1189 - 1141) + chr(0b1101111 + 0o0) + chr(0b11011 + 0o27) + chr(0b110111) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + chr(50) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(2001 - 1949) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\067' + chr(48), 7918 - 7910), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + '\x31' + chr(0b110001) + chr(48), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1197 - 1147) + chr(0b110011 + 0o4) + chr(53), 27186 - 27178), ehT0Px3KOsy9(chr(1321 - 1273) + chr(111) + '\061' + chr(0b110101) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + '\061' + '\x31' + chr(0b10101 + 0o35), 2965 - 2957), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1867 - 1818) + chr(873 - 818) + chr(0b11100 + 0o31), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(51) + chr(0b100010 + 0o22), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + chr(55) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10000 + 0o43) + chr(0b110100) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + '\062' + '\x36' + chr(53), 28960 - 28952), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1780 - 1730) + chr(53) + '\062', 22744 - 22736), ehT0Px3KOsy9(chr(753 - 705) + '\157' + chr(322 - 273) + chr(0b110010) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(54) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(49) + chr(2608 - 2556), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(1062 - 1007) + chr(51), 49145 - 49137), ehT0Px3KOsy9(chr(1035 - 987) + chr(111) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2250 - 2202) + chr(0b1101111) + chr(50) + chr(48) + chr(0b11101 + 0o23), 45972 - 45964), ehT0Px3KOsy9(chr(1263 - 1215) + '\x6f' + '\x32' + chr(0b110111) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + '\x32' + '\060' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1111 + 0o140) + chr(0b110100) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1061 - 1012) + chr(2479 - 2424) + chr(1739 - 1686), 8), ehT0Px3KOsy9(chr(2224 - 2176) + chr(0b1101111) + chr(2452 - 2401) + chr(0b101 + 0o60), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + chr(0b11001 + 0o31) + '\x33', 34033 - 34025), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(2164 - 2116) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101000 + 0o7) + chr(0b110011) + chr(0b111 + 0o60) + chr(0b100 + 0o56), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(447 - 396) + chr(0b110111) + '\061', 8), ehT0Px3KOsy9(chr(48) + chr(11896 - 11785) + '\x31' + chr(0b110110), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b11100 + 0o31) + chr(48), 2923 - 2915)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'/'), chr(577 - 477) + chr(0b1100010 + 0o3) + chr(0b101001 + 0o72) + chr(0b1101111) + chr(5351 - 5251) + chr(8011 - 7910))(chr(0b1110101) + chr(0b1110100) + chr(0b10101 + 0o121) + chr(45) + chr(1964 - 1908)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def KvL0dhwb1LQa(oVre8I6UXc3b, K3J4ZwSlE0sT) -> xS28O63k1eqo[qRxF7OQ0y39T[kkSX4ccExqw4], MRK8Uzg2En3D[qRxF7OQ0y39T[kkSX4ccExqw4], qRxF7OQ0y39T[kkSX4ccExqw4]]]: pQxH2D_k9sXQ = [NicPUtiyOkmF[K3J4ZwSlE0sT] for NicPUtiyOkmF in oVre8I6UXc3b.opt.param_groups[::ehT0Px3KOsy9(chr(0b110000) + chr(0b1011100 + 0o23) + '\062', 0b1000)]] if tgwO2LDlH97j(pQxH2D_k9sXQ[ehT0Px3KOsy9('\x30' + chr(0b10011 + 0o134) + chr(48), 8)]): pQxH2D_k9sXQ = ([gb6ab8SSTLgq[ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + '\060', 8)] for gb6ab8SSTLgq in pQxH2D_k9sXQ], [gb6ab8SSTLgq[ehT0Px3KOsy9(chr(48) + chr(6591 - 6480) + '\061', 8)] for gb6ab8SSTLgq in pQxH2D_k9sXQ]) return pQxH2D_k9sXQ
fastai/fastai
fastai/callback.py
OptimWrapper.get_state
def get_state(self): "Return the inner state minus the layer groups." return {'opt_state':self.opt.state_dict(), 'lr':self._lr, 'wd':self._wd, 'beta':self._beta, 'mom':self._mom, 'opt_func':self.opt_func, 'true_wd':self.true_wd, 'bn_wd':self.bn_wd}
python
def get_state(self): "Return the inner state minus the layer groups." return {'opt_state':self.opt.state_dict(), 'lr':self._lr, 'wd':self._wd, 'beta':self._beta, 'mom':self._mom, 'opt_func':self.opt_func, 'true_wd':self.true_wd, 'bn_wd':self.bn_wd}
[ "def", "get_state", "(", "self", ")", ":", "return", "{", "'opt_state'", ":", "self", ".", "opt", ".", "state_dict", "(", ")", ",", "'lr'", ":", "self", ".", "_lr", ",", "'wd'", ":", "self", ".", "_wd", ",", "'beta'", ":", "self", ".", "_beta", ",", "'mom'", ":", "self", ".", "_mom", ",", "'opt_func'", ":", "self", ".", "opt_func", ",", "'true_wd'", ":", "self", ".", "true_wd", ",", "'bn_wd'", ":", "self", ".", "bn_wd", "}" ]
Return the inner state minus the layer groups.
[ "Return", "the", "inner", "state", "minus", "the", "layer", "groups", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L146-L149
train
Return the inner state minus the layer groups.
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(1641 - 1530) + chr(1746 - 1696) + chr(0b0 + 0o61) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101000 + 0o107) + chr(51) + chr(49) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4238 - 4127) + '\066' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(49) + chr(633 - 578), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + '\x31' + '\063' + chr(900 - 846), ord("\x08")), ehT0Px3KOsy9(chr(403 - 355) + chr(0b1101111) + chr(1334 - 1281) + chr(0b10001 + 0o44), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\065' + chr(1312 - 1263), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2073 - 2022) + chr(0b101111 + 0o5) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\066' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(12266 - 12155) + chr(0b101010 + 0o10) + chr(488 - 439) + chr(0b110111), 2807 - 2799), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o23) + chr(0b101111 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b10011 + 0o35) + '\063', 62315 - 62307), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(7943 - 7832) + chr(0b0 + 0o63) + chr(0b101010 + 0o6) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(939 - 891) + '\x6f' + chr(0b110011) + '\062' + chr(50), 40588 - 40580), ehT0Px3KOsy9(chr(1610 - 1562) + '\x6f' + '\x33' + '\061' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + '\x33' + chr(1690 - 1638) + chr(1869 - 1821), 0o10), ehT0Px3KOsy9(chr(1742 - 1694) + chr(0b101010 + 0o105) + chr(0b100110 + 0o15) + chr(956 - 904) + chr(51), 46736 - 46728), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + '\062' + '\066' + '\x35', 8), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\062' + chr(49) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010101 + 0o32) + chr(55) + chr(0b100000 + 0o23), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b1101 + 0o47) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\062' + '\062', 8), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + chr(0b110001 + 0o2) + chr(2181 - 2130) + chr(2356 - 2304), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100011 + 0o21) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100001 + 0o26) + chr(1060 - 1006), 35793 - 35785), ehT0Px3KOsy9(chr(48) + chr(7115 - 7004) + chr(0b110011) + '\060' + chr(1703 - 1650), 8), ehT0Px3KOsy9(chr(48) + chr(10813 - 10702) + chr(0b110101), 47795 - 47787), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11010 + 0o27) + chr(48) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b110001) + chr(1954 - 1905) + chr(0b101111 + 0o7), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(49) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b100001 + 0o20) + chr(74 - 22) + '\063', 3217 - 3209), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(621 - 570) + chr(0b1000 + 0o57) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(268 - 219) + chr(0b110011) + chr(0b11001 + 0o31), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + chr(53) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2169 - 2118) + chr(1058 - 1008) + chr(49), 17177 - 17169), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b110111) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b100111 + 0o14) + chr(0b11101 + 0o23) + chr(1550 - 1496), 2075 - 2067), ehT0Px3KOsy9(chr(834 - 786) + '\x6f' + chr(1865 - 1815) + '\x31' + '\x36', 0b1000), ehT0Px3KOsy9(chr(1602 - 1554) + chr(111) + chr(0b110010) + '\x30' + '\066', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2'), chr(0b1100100) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b10110 + 0o116) + '\x65')(chr(0b110 + 0o157) + chr(0b1110100) + chr(10301 - 10199) + '\x2d' + chr(1101 - 1045)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def MDU3kry3LLAm(oVre8I6UXc3b): return {xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\xbaC\x90-Y\xc8\x93\xd0'), '\x64' + chr(0b1010111 + 0o16) + chr(0b1011100 + 0o7) + chr(4291 - 4180) + chr(100) + chr(0b1100101))(chr(10494 - 10377) + chr(116) + '\146' + chr(45) + chr(0b111000)): xafqLlk3kkUe(oVre8I6UXc3b.opt, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff\xbeV\xbb;r\xcd\x8e\xd6\xfb'), '\144' + '\x65' + chr(8539 - 8440) + '\x6f' + chr(100) + chr(0b1100011 + 0o2))('\x75' + '\x74' + '\x66' + '\055' + '\x38'))(), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe0\xb8'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + chr(100) + chr(0b101000 + 0o75))(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5\x84Q\xb9)r\xd1\xa2\xd1\xfcm\xfa'), chr(0b111000 + 0o54) + chr(0b1001001 + 0o34) + chr(0b1100011) + chr(0b1101111) + '\144' + '\145')(chr(117) + chr(12471 - 12355) + '\146' + chr(45) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xfb\xae'), chr(0b1100100) + '\x65' + chr(6136 - 6037) + '\157' + chr(100) + chr(0b101011 + 0o72))('\165' + chr(116) + chr(0b1001101 + 0o31) + chr(909 - 864) + '\070'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea\xf3X\x90=E\x9e\xd7\xd9\xc0b\xe4'), '\x64' + '\x65' + chr(5254 - 5155) + chr(0b1101111) + chr(0b1000000 + 0o44) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xee\xafC\xae'), chr(7807 - 7707) + chr(9438 - 9337) + chr(0b1100011) + '\x6f' + chr(1558 - 1458) + '\145')(chr(117) + chr(948 - 832) + chr(7896 - 7794) + chr(45) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf\x9f|\xfe&\x1e\xf3\xb5\xd7\xcbv\xda'), '\x64' + chr(0b1100010 + 0o3) + chr(6122 - 6023) + chr(10928 - 10817) + chr(6522 - 6422) + '\x65')('\165' + chr(116) + '\146' + '\055' + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe1\xa5Z'), chr(1203 - 1103) + '\x65' + '\143' + '\157' + chr(100) + '\x65')(chr(0b10011 + 0o142) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b110 + 0o62)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\xa9}\x84\x1dj\xfc\xa8\xd0\xd0\x05\xb2'), '\x64' + chr(0b1100101) + chr(99) + chr(11254 - 11143) + chr(1982 - 1882) + '\145')('\x75' + chr(0b1110100) + chr(0b1100110) + '\055' + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'\xe3\xbaC\x908X\xc7\x84'), '\x64' + chr(0b1100101) + '\x63' + '\157' + chr(7276 - 7176) + '\x65')(chr(0b1011 + 0o152) + chr(116) + '\x66' + chr(45) + chr(0b111000)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe2\x9fq\xa2\x1ah\xc1\x9f\xf4\xc6\x01\xfb'), chr(3158 - 3058) + chr(6506 - 6405) + '\143' + '\157' + chr(2205 - 2105) + '\145')(chr(6231 - 6114) + '\164' + chr(10118 - 10016) + '\055' + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8\xb8B\xaa\x01Z\xcd'), chr(9687 - 9587) + chr(1479 - 1378) + chr(0b1100011) + chr(11543 - 11432) + chr(0b1100100) + chr(0b10111 + 0o116))('\165' + '\164' + chr(0b1100110) + chr(0b11110 + 0o17) + chr(56)): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8\xb8B\xaa\x01Z\xcd'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + '\x65')(chr(8098 - 7981) + '\x74' + chr(0b1100110) + chr(45) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\xee\xa4h\xb8:'), chr(729 - 629) + chr(4032 - 3931) + chr(0b100111 + 0o74) + chr(10387 - 10276) + '\144' + chr(0b1100101))(chr(3710 - 3593) + chr(116) + chr(0b1011000 + 0o16) + chr(1541 - 1496) + '\x38'): xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xee\xa4h\xb8:'), chr(5144 - 5044) + chr(10175 - 10074) + chr(1138 - 1039) + chr(0b1100111 + 0o10) + chr(0b1100100) + '\x65')(chr(117) + chr(1737 - 1621) + chr(0b1100110) + '\055' + '\070'))}
fastai/fastai
fastai/callback.py
Callback.get_state
def get_state(self, minimal:bool=True): "Return the inner state of the `Callback`, `minimal` or not." to_remove = ['exclude', 'not_min'] + getattr(self, 'exclude', []).copy() if minimal: to_remove += getattr(self, 'not_min', []).copy() return {k:v for k,v in self.__dict__.items() if k not in to_remove}
python
def get_state(self, minimal:bool=True): "Return the inner state of the `Callback`, `minimal` or not." to_remove = ['exclude', 'not_min'] + getattr(self, 'exclude', []).copy() if minimal: to_remove += getattr(self, 'not_min', []).copy() return {k:v for k,v in self.__dict__.items() if k not in to_remove}
[ "def", "get_state", "(", "self", ",", "minimal", ":", "bool", "=", "True", ")", ":", "to_remove", "=", "[", "'exclude'", ",", "'not_min'", "]", "+", "getattr", "(", "self", ",", "'exclude'", ",", "[", "]", ")", ".", "copy", "(", ")", "if", "minimal", ":", "to_remove", "+=", "getattr", "(", "self", ",", "'not_min'", ",", "[", "]", ")", ".", "copy", "(", ")", "return", "{", "k", ":", "v", "for", "k", ",", "v", "in", "self", ".", "__dict__", ".", "items", "(", ")", "if", "k", "not", "in", "to_remove", "}" ]
Return the inner state of the `Callback`, `minimal` or not.
[ "Return", "the", "inner", "state", "of", "the", "Callback", "minimal", "or", "not", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L196-L200
train
Return the inner state of the Callback minimal or not.
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(1681 - 1633) + chr(0b1101100 + 0o3) + chr(0b110100) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9675 - 9564) + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100100 + 0o16) + '\061' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o56) + chr(1052 - 999) + chr(85 - 33), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b101 + 0o152) + '\x32' + '\x33' + chr(0b110100), 2328 - 2320), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\x32' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000001 + 0o56) + chr(0b10111 + 0o34) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b101001 + 0o12) + chr(0b111 + 0o56) + '\063', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o55) + chr(48), 20919 - 20911), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(333 - 283) + chr(0b110001) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(72 - 24) + chr(0b1101111) + '\x32' + chr(0b10011 + 0o36) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o45) + '\x31' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(2134 - 2085) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(52) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b110111) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + '\067' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(2042 - 1991) + chr(590 - 542) + chr(1043 - 994), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1001110 + 0o41) + chr(0b10111 + 0o32) + chr(48) + chr(0b1010 + 0o51), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\064' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11011 + 0o30) + chr(50) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2663 - 2552) + chr(578 - 527) + chr(53) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(847 - 796) + chr(52) + chr(0b10111 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(2279 - 2228) + '\060' + chr(53), 5563 - 5555), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\064' + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(10056 - 9945) + chr(0b110011) + chr(0b110010) + chr(0b110001), 52590 - 52582), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(51) + chr(0b11010 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1007 - 956) + '\060' + '\061', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(51) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + chr(0b110111) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(286 - 238) + chr(3975 - 3864) + chr(2375 - 2325) + chr(2336 - 2287), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10010 + 0o41) + chr(49) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(2433 - 2382) + chr(0b100000 + 0o20) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5082 - 4971) + chr(0b10110 + 0o33) + '\x34' + chr(314 - 260), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(9314 - 9203) + chr(1132 - 1077) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b10101 + 0o40) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(2468 - 2418) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + '\066' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + '\x31' + '\063' + chr(0b101100 + 0o5), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x08'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b111001 + 0o53) + '\145')(chr(0b11101 + 0o130) + chr(10411 - 10295) + '\x66' + chr(45) + chr(0b1100 + 0o54)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def MDU3kry3LLAm(oVre8I6UXc3b, O2qbw4aItv3y=ehT0Px3KOsy9(chr(350 - 302) + '\157' + '\061', 30558 - 30550)): QGAgaibw4t9a = [xafqLlk3kkUe(SXOLrMavuUCe(b'CT\xeb\x80\xe9\xb7{'), chr(1070 - 970) + chr(0b1001 + 0o134) + chr(0b1100011) + chr(0b11110 + 0o121) + chr(0b1100100) + chr(4240 - 4139))('\165' + chr(5934 - 5818) + '\x66' + chr(0b1101 + 0o40) + chr(0b101011 + 0o15)), xafqLlk3kkUe(SXOLrMavuUCe(b'HC\xfc\xb3\xf1\xbap'), chr(4018 - 3918) + chr(0b101001 + 0o74) + '\143' + chr(4744 - 4633) + chr(9061 - 8961) + '\x65')('\x75' + '\x74' + chr(5237 - 5135) + '\x2d' + chr(56))] + xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'CT\xeb\x80\xe9\xb7{'), '\144' + '\x65' + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b11 + 0o65)), []).igThHS4jwVsa() if O2qbw4aItv3y: QGAgaibw4t9a += xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'HC\xfc\xb3\xf1\xbap'), chr(0b1100100) + chr(0b11 + 0o142) + '\143' + chr(0b1100111 + 0o10) + chr(0b111010 + 0o52) + '\x65')('\x75' + chr(0b1000000 + 0o64) + '\x66' + '\055' + chr(2186 - 2130)), []).igThHS4jwVsa() return {OolUPRJhRaJd: cMbll0QYhULo for (OolUPRJhRaJd, cMbll0QYhULo) in xafqLlk3kkUe(oVre8I6UXc3b.__dict__, xafqLlk3kkUe(SXOLrMavuUCe(b'hV\xfe\x89\xd5\x89-\xa2d\xdf\xc1\xf0'), chr(0b1010001 + 0o23) + '\x65' + chr(7620 - 7521) + chr(111) + '\x64' + chr(9733 - 9632))('\x75' + chr(0b1110100) + chr(3642 - 3540) + chr(0b11101 + 0o20) + chr(0b101000 + 0o20)))() if OolUPRJhRaJd not in QGAgaibw4t9a}
fastai/fastai
fastai/callback.py
SmoothenValue.add_value
def add_value(self, val:float)->None: "Add `val` to calculate updated smoothed value." self.n += 1 self.mov_avg = self.beta * self.mov_avg + (1 - self.beta) * val self.smooth = self.mov_avg / (1 - self.beta ** self.n)
python
def add_value(self, val:float)->None: "Add `val` to calculate updated smoothed value." self.n += 1 self.mov_avg = self.beta * self.mov_avg + (1 - self.beta) * val self.smooth = self.mov_avg / (1 - self.beta ** self.n)
[ "def", "add_value", "(", "self", ",", "val", ":", "float", ")", "->", "None", ":", "self", ".", "n", "+=", "1", "self", ".", "mov_avg", "=", "self", ".", "beta", "*", "self", ".", "mov_avg", "+", "(", "1", "-", "self", ".", "beta", ")", "*", "val", "self", ".", "smooth", "=", "self", ".", "mov_avg", "/", "(", "1", "-", "self", ".", "beta", "**", "self", ".", "n", ")" ]
Add `val` to calculate updated smoothed value.
[ "Add", "val", "to", "calculate", "updated", "smoothed", "value", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L213-L217
train
Add val to calculate updated smoothed value.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b1011 + 0o46) + chr(148 - 95) + chr(0b110000), 48680 - 48672), ehT0Px3KOsy9(chr(1955 - 1907) + '\157' + '\x32' + chr(0b110000) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + '\x35' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b110010) + chr(1012 - 963) + '\065', 14859 - 14851), ehT0Px3KOsy9(chr(1124 - 1076) + chr(0b1101111) + chr(0b110 + 0o54) + chr(0b101011 + 0o11) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2273 - 2224) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(745 - 695) + chr(290 - 239) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1863 - 1815) + '\x6f' + chr(0b1001 + 0o52) + chr(51) + chr(48), 49270 - 49262), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(585 - 474) + '\063' + chr(0b110100) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1070 - 1022) + '\x6f' + chr(0b10100 + 0o35) + chr(0b110100 + 0o1) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1526 - 1478) + chr(111) + chr(2321 - 2271) + chr(0b110110) + chr(1564 - 1513), 65426 - 65418), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x37' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(1693 - 1643) + chr(0b110100) + chr(790 - 741), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b11011 + 0o124) + chr(0b110100) + chr(0b1011 + 0o47), 16763 - 16755), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + '\x31' + chr(2382 - 2328) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\060' + chr(1023 - 970), 59567 - 59559), ehT0Px3KOsy9('\x30' + chr(11423 - 11312) + '\061' + chr(0b10111 + 0o31) + chr(55), 43956 - 43948), ehT0Px3KOsy9(chr(1573 - 1525) + '\157' + chr(0b110001) + chr(0b10 + 0o57) + '\064', 3205 - 3197), ehT0Px3KOsy9(chr(0b110000) + chr(1080 - 969) + chr(0b10100 + 0o40) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(170 - 118) + '\x30', 35535 - 35527), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b1000 + 0o50) + chr(363 - 315), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1110 + 0o45) + chr(0b101110 + 0o10) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(49) + chr(55) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(2392 - 2339) + '\061', 0o10), ehT0Px3KOsy9(chr(1711 - 1663) + chr(0b1001101 + 0o42) + chr(49) + chr(0b101 + 0o53), 35453 - 35445), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b101010 + 0o11), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(698 - 644) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(121 - 70) + '\061' + '\x36', 18978 - 18970), ehT0Px3KOsy9(chr(898 - 850) + chr(0b100011 + 0o114) + '\063' + chr(0b101101 + 0o5) + chr(0b110111), 4579 - 4571), ehT0Px3KOsy9('\x30' + chr(4824 - 4713) + '\x33' + chr(0b11111 + 0o21) + chr(0b100001 + 0o24), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(1619 - 1571) + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\x37' + chr(2105 - 2057), 41438 - 41430), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10000 + 0o43) + chr(0b110011) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\x31' + chr(1181 - 1132), 0b1000), ehT0Px3KOsy9(chr(186 - 138) + chr(8398 - 8287) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\061' + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(778 - 728) + chr(1422 - 1369) + chr(2251 - 2197), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(969 - 918) + chr(554 - 505) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110 + 0o54) + chr(2233 - 2184) + chr(0b101100 + 0o13), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(2264 - 2211) + '\060', 5311 - 5303)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(0b1100100 + 0o0) + '\145' + chr(5575 - 5476) + chr(0b1011000 + 0o27) + '\144' + chr(6885 - 6784))('\x75' + chr(0b1110100) + '\146' + chr(0b101101) + chr(752 - 696)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Hvg34A5ZWEZa(oVre8I6UXc3b, pQxH2D_k9sXQ) -> None: oVre8I6UXc3b.m1NkCryOw9Bx += ehT0Px3KOsy9(chr(860 - 812) + chr(111) + chr(49), 8) oVre8I6UXc3b.tdVkWy21O4F5 = oVre8I6UXc3b.FjcovgoHM1LG * oVre8I6UXc3b.tdVkWy21O4F5 + (ehT0Px3KOsy9(chr(48) + chr(111) + chr(49), 8) - oVre8I6UXc3b.FjcovgoHM1LG) * pQxH2D_k9sXQ oVre8I6UXc3b.yMgX2pkI3tHa = oVre8I6UXc3b.tdVkWy21O4F5 / (ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001), 8) - oVre8I6UXc3b.FjcovgoHM1LG ** oVre8I6UXc3b.m1NkCryOw9Bx)
fastai/fastai
fastai/callback.py
AverageMetric.on_batch_end
def on_batch_end(self, last_output, last_target, **kwargs): "Update metric computation with `last_output` and `last_target`." if not is_listy(last_target): last_target=[last_target] self.count += last_target[0].size(0) val = self.func(last_output, *last_target) if self.world: val = val.clone() dist.all_reduce(val, op=dist.ReduceOp.SUM) val /= self.world self.val += last_target[0].size(0) * val.detach().cpu()
python
def on_batch_end(self, last_output, last_target, **kwargs): "Update metric computation with `last_output` and `last_target`." if not is_listy(last_target): last_target=[last_target] self.count += last_target[0].size(0) val = self.func(last_output, *last_target) if self.world: val = val.clone() dist.all_reduce(val, op=dist.ReduceOp.SUM) val /= self.world self.val += last_target[0].size(0) * val.detach().cpu()
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Update metric computation with `last_output` and `last_target`.
[ "Update", "metric", "computation", "with", "last_output", "and", "last_target", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L340-L349
train
Update metric computation with last_output and last_target.
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(0b10111 + 0o130) + chr(0b100101 + 0o15) + chr(1662 - 1612) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1679 - 1631) + chr(2066 - 1955) + chr(50) + chr(0b110100) + '\x35', 14591 - 14583), ehT0Px3KOsy9(chr(218 - 170) + '\x6f' + chr(50) + '\061' + chr(1167 - 1119), 43153 - 43145), ehT0Px3KOsy9('\060' + chr(111) + chr(1286 - 1236) + '\x36' + '\x32', 43512 - 43504), ehT0Px3KOsy9(chr(0b110000) + chr(0b10 + 0o155) + chr(0b1 + 0o60) + chr(55) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1533 - 1482) + chr(0b110111) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10316 - 10205) + chr(2392 - 2343) + '\x31' + chr(1153 - 1105), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(305 - 256) + chr(0b0 + 0o61) + chr(1273 - 1223), 0b1000), ehT0Px3KOsy9(chr(919 - 871) + chr(111) + chr(0b110011) + chr(0b100011 + 0o15), 19367 - 19359), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b10000 + 0o47) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(0b110110) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110001) + '\060' + '\x33', 0b1000), ehT0Px3KOsy9(chr(971 - 923) + chr(6433 - 6322) + chr(693 - 642) + chr(0b100 + 0o62), 10185 - 10177), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b10101 + 0o35), 0o10), ehT0Px3KOsy9(chr(409 - 361) + chr(0b1101111) + '\061' + chr(55) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\061' + chr(1059 - 1006) + '\066', 9276 - 9268), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + '\061' + chr(0b110110) + chr(54), 21180 - 21172), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(3063 - 2952) + chr(0b110010) + chr(52) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1569 - 1521) + '\x6f' + '\061' + '\x36' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(51) + chr(48) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o2) + '\x31' + chr(0b1 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110110) + chr(51), 1616 - 1608), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b10 + 0o155) + chr(0b110000 + 0o3) + chr(0b1001 + 0o54) + chr(2578 - 2527), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110101 + 0o0) + '\061', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101001 + 0o6) + '\x31' + chr(54) + '\061', 8), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1011110 + 0o21) + chr(51) + '\x31' + '\x34', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + '\x34' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010100 + 0o33) + chr(49) + '\062' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110111) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b110111) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(2151 - 2103) + '\157' + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(598 - 547) + chr(1778 - 1727) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(636 - 525) + chr(0b100 + 0o57) + chr(2788 - 2735) + chr(55), 15398 - 15390), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + '\067' + chr(49), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b110000 + 0o4) + chr(1633 - 1581), 49994 - 49986), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(51) + '\x36' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(10345 - 10234) + '\063' + chr(53) + chr(1687 - 1639), 35582 - 35574), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1000000 + 0o57) + chr(0b110010) + '\062' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x37' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(2134 - 2086) + chr(4676 - 4565) + chr(49) + chr(0b110001) + chr(48), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b100110 + 0o12), 50798 - 50790)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc'), chr(0b11 + 0o141) + chr(101) + '\143' + chr(0b1101111) + '\144' + chr(0b1100101))('\165' + '\164' + chr(102) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def J9LLNH_kQ0hr(oVre8I6UXc3b, zKzN_igjG16S, o8K9h1oaA7VZ, **M8EIoTs2GJXE): if not rOyHzRoSE7pv(o8K9h1oaA7VZ): o8K9h1oaA7VZ = [o8K9h1oaA7VZ] oVre8I6UXc3b.ualWdDeXJEGO += o8K9h1oaA7VZ[ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110 + 0o52), 37550 - 37542)].size(ehT0Px3KOsy9('\060' + chr(5448 - 5337) + chr(262 - 214), 8)) pQxH2D_k9sXQ = oVre8I6UXc3b.EzOtJ3kbK5x4(zKzN_igjG16S, *o8K9h1oaA7VZ) if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe5\xca\xfa\xde\x1d'), '\144' + '\x65' + chr(2494 - 2395) + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + '\164' + chr(0b1100110) + '\055' + '\070')): pQxH2D_k9sXQ = pQxH2D_k9sXQ.clone() xafqLlk3kkUe(ydho_1U2EnKK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\xc9\xe4\xed\x0b\x9c,?{_'), chr(100) + chr(0b111110 + 0o47) + chr(99) + '\x6f' + '\x64' + chr(0b10111 + 0o116))(chr(0b110101 + 0o100) + '\x74' + '\146' + '\x2d' + chr(0b1110 + 0o52)))(pQxH2D_k9sXQ, op=xafqLlk3kkUe(ydho_1U2EnKK.ReduceOp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\xf0\xc5'), chr(100) + chr(0b1100101) + chr(1443 - 1344) + '\157' + chr(100) + chr(101))('\x75' + '\x74' + chr(0b11000 + 0o116) + chr(585 - 540) + '\x38'))) pQxH2D_k9sXQ /= oVre8I6UXc3b.world oVre8I6UXc3b.pQxH2D_k9sXQ += o8K9h1oaA7VZ[ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(5209 - 5098) + chr(0b1 + 0o57), 8)].size(ehT0Px3KOsy9(chr(48) + '\157' + chr(1755 - 1707), 8)) * pQxH2D_k9sXQ.detach().cpu()
fastai/fastai
fastai/callback.py
AverageMetric.on_epoch_end
def on_epoch_end(self, last_metrics, **kwargs): "Set the final result in `last_metrics`." return add_metrics(last_metrics, self.val/self.count)
python
def on_epoch_end(self, last_metrics, **kwargs): "Set the final result in `last_metrics`." return add_metrics(last_metrics, self.val/self.count)
[ "def", "on_epoch_end", "(", "self", ",", "last_metrics", ",", "*", "*", "kwargs", ")", ":", "return", "add_metrics", "(", "last_metrics", ",", "self", ".", "val", "/", "self", ".", "count", ")" ]
Set the final result in `last_metrics`.
[ "Set", "the", "final", "result", "in", "last_metrics", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L351-L353
train
Set the final result in last_metrics.
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) + '\063' + '\x34' + '\061', 53791 - 53783), ehT0Px3KOsy9(chr(73 - 25) + chr(111) + '\x33' + chr(1876 - 1828) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(5801 - 5690) + chr(524 - 474) + '\x37' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1 + 0o156) + chr(1373 - 1324) + '\064' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(882 - 832) + '\x34' + chr(55), 31889 - 31881), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + '\x32' + '\x33' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11110 + 0o24) + chr(0b110000) + chr(0b110011 + 0o3), 0o10), ehT0Px3KOsy9(chr(414 - 366) + chr(0b1101111) + '\x31' + '\x35' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10 + 0o57) + '\x37' + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11110 + 0o24) + chr(48) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101110 + 0o1) + '\x32' + '\065' + chr(839 - 789), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110010) + chr(54) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110100) + chr(0b110100), 12394 - 12386), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(0b110000 + 0o2) + chr(0b110110) + chr(0b101101 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b110010) + '\062', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\067' + chr(0b110101), 57767 - 57759), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\x33' + '\x30' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(2233 - 2185) + '\063', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(914 - 865) + chr(1935 - 1887) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11000 + 0o32) + chr(0b110100) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100000 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10076 - 9965) + chr(49) + chr(0b100 + 0o62), 0b1000), ehT0Px3KOsy9(chr(485 - 437) + '\157' + chr(0b100000 + 0o23) + chr(645 - 594), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2072 - 2022) + chr(1303 - 1253) + chr(506 - 458), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(2253 - 2142) + chr(0b110101 + 0o2) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + chr(0b110010) + chr(0b110001) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(48) + chr(51), 0b1000), ehT0Px3KOsy9(chr(979 - 931) + '\157' + '\062' + chr(2224 - 2170) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(54) + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\064' + chr(0b101010 + 0o15), 64856 - 64848), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\063' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o7) + chr(0b110011) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(377 - 328) + chr(0b10011 + 0o40) + chr(0b100100 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + chr(0b110101) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(2245 - 2197) + chr(1873 - 1762) + chr(0b110010) + '\061', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9128 - 9017) + chr(49) + chr(1067 - 1016) + chr(0b110010), 52000 - 51992), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100111 + 0o13) + chr(272 - 222) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\060' + chr(55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(7913 - 7802) + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf'), chr(100) + chr(2082 - 1981) + '\x63' + chr(0b1111 + 0o140) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(102) + '\x2d' + chr(0b100100 + 0o24)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def SQOyZyL5d6nN(oVre8I6UXc3b, vj7v6alGA3el, **M8EIoTs2GJXE): return UXmrFBK0LJxG(vj7v6alGA3el, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\x95\xc0/\x95\xdc\xd9\x02A\xf0\xf2\xe2'), chr(0b1100100) + chr(1377 - 1276) + '\x63' + chr(1196 - 1085) + chr(0b1100100) + '\x65')(chr(0b110110 + 0o77) + chr(0b1100101 + 0o17) + chr(2644 - 2542) + chr(0b10011 + 0o32) + chr(0b101010 + 0o16))) / xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x94\xa5\xd40\xc3\xdc\xe312\xc6\xed\xfc'), chr(100) + chr(0b0 + 0o145) + chr(9686 - 9587) + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1011100 + 0o31) + '\164' + chr(102) + '\x2d' + chr(56))))
fastai/fastai
fastai/callback.py
Scheduler.step
def step(self)->Number: "Return next value along annealed schedule." self.n += 1 return self.func(self.start, self.end, self.n/self.n_iter)
python
def step(self)->Number: "Return next value along annealed schedule." self.n += 1 return self.func(self.start, self.end, self.n/self.n_iter)
[ "def", "step", "(", "self", ")", "->", "Number", ":", "self", ".", "n", "+=", "1", "return", "self", ".", "func", "(", "self", ".", "start", ",", "self", ".", "end", ",", "self", ".", "n", "/", "self", ".", "n_iter", ")" ]
Return next value along annealed schedule.
[ "Return", "next", "value", "along", "annealed", "schedule", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callback.py#L387-L390
train
Return next value along annealed schedule.
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(863 - 815) + chr(0b1101111) + chr(0b110011) + '\065' + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(52), 24743 - 24735), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x32' + chr(48) + '\x34', 51966 - 51958), ehT0Px3KOsy9(chr(815 - 767) + chr(3111 - 3000) + '\x31' + chr(0b110100) + '\064', 54610 - 54602), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1100 + 0o45) + '\x35' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(688 - 640) + chr(111) + '\x36' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + chr(1754 - 1703) + chr(1410 - 1358) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(0b110011) + chr(0b110100) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(2210 - 2160) + chr(0b11001 + 0o32) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(55) + '\067', 50020 - 50012), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(0b10000 + 0o45) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(0b110110) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11110 + 0o24) + chr(55) + chr(2358 - 2306), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3553 - 3442) + chr(64 - 14) + '\060' + '\x35', 64240 - 64232), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(48) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1784 - 1736) + '\x6f' + '\062' + '\x31' + '\x36', 55153 - 55145), ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(5669 - 5558) + chr(0b100100 + 0o15) + chr(0b11000 + 0o37) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8395 - 8284) + '\062' + '\x34' + chr(0b100100 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x30' + '\065', 8), ehT0Px3KOsy9(chr(48) + chr(0b101101 + 0o102) + chr(49) + '\061' + chr(0b110000), 38987 - 38979), ehT0Px3KOsy9(chr(1566 - 1518) + chr(355 - 244) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + chr(0b110001) + '\x34' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(748 - 700) + chr(8271 - 8160) + chr(0b110101) + chr(138 - 89), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b0 + 0o63) + chr(0b100010 + 0o23) + chr(1463 - 1411), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1374 - 1320) + chr(0b101011 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(2276 - 2228) + '\157' + chr(0b110010) + '\064' + '\067', 59847 - 59839), ehT0Px3KOsy9('\x30' + chr(111) + chr(1642 - 1589) + chr(0b110 + 0o54), 36801 - 36793), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\x31' + '\063' + chr(519 - 465), 9327 - 9319), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100101 + 0o16) + chr(0b10001 + 0o41) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(51) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b110100) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(0b110010) + '\x32' + '\x31', 15580 - 15572), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(54), 42481 - 42473), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110010) + chr(0b110001) + '\064', 13853 - 13845), ehT0Px3KOsy9(chr(48) + chr(0b1101001 + 0o6) + chr(70 - 20) + chr(0b101001 + 0o13) + '\066', 0b1000), ehT0Px3KOsy9(chr(1087 - 1039) + chr(1310 - 1199) + chr(2316 - 2267) + chr(0b110111) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + chr(0b101 + 0o55) + chr(218 - 168) + '\x37', 0b1000), ehT0Px3KOsy9(chr(332 - 284) + '\157' + chr(0b110010) + chr(1224 - 1173) + chr(49), 0b1000), ehT0Px3KOsy9(chr(772 - 724) + chr(6431 - 6320) + '\x33' + chr(0b110010), 61155 - 61147)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(3238 - 3127) + chr(0b110101) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7'), chr(0b1100100) + chr(0b100111 + 0o76) + chr(0b1100011) + chr(0b1101111) + chr(0b111010 + 0o52) + chr(0b1100101))(chr(5143 - 5026) + chr(9559 - 9443) + chr(7661 - 7559) + chr(45) + chr(0b101000 + 0o20)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kDuFsAhEatcU(oVre8I6UXc3b) -> RdGQCEqKm_Wb: oVre8I6UXc3b.m1NkCryOw9Bx += ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001), ord("\x08")) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xacV\xcb\x10"\x07\x8f\x84\xd7\n\xd0G'), '\x64' + chr(101) + '\143' + chr(111) + chr(0b111101 + 0o47) + chr(0b1001001 + 0o34))('\165' + chr(13094 - 12978) + chr(102) + chr(1390 - 1345) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9aX\xe5\x16\x1c'), chr(100) + chr(0b110111 + 0o56) + chr(0b1010001 + 0o22) + chr(3621 - 3510) + chr(9361 - 9261) + '\x65')(chr(139 - 22) + '\x74' + '\x66' + '\055' + chr(0b111000))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8cB\xe0'), '\144' + chr(8114 - 8013) + chr(99) + '\x6f' + chr(0b11110 + 0o106) + '\x65')(chr(0b1110001 + 0o4) + '\164' + '\146' + chr(644 - 599) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\x1d\xca\x0f+F\x9d\xa9\xeb\x06\xea\x0b'), chr(5482 - 5382) + chr(101) + chr(0b11001 + 0o112) + chr(11366 - 11255) + '\x64' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + '\x38')) / xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87s\xed\x10\rF'), chr(100) + '\145' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b101 + 0o160) + chr(0b1110100) + chr(789 - 687) + chr(45) + '\x38')))
fastai/fastai
fastai/callbacks/one_cycle.py
OneCycleScheduler.steps
def steps(self, *steps_cfg:StartOptEnd): "Build anneal schedule for all of the parameters." return [Scheduler(step, n_iter, func=func) for (step,(n_iter,func)) in zip(steps_cfg, self.phases)]
python
def steps(self, *steps_cfg:StartOptEnd): "Build anneal schedule for all of the parameters." return [Scheduler(step, n_iter, func=func) for (step,(n_iter,func)) in zip(steps_cfg, self.phases)]
[ "def", "steps", "(", "self", ",", "*", "steps_cfg", ":", "StartOptEnd", ")", ":", "return", "[", "Scheduler", "(", "step", ",", "n_iter", ",", "func", "=", "func", ")", "for", "(", "step", ",", "(", "n_iter", ",", "func", ")", ")", "in", "zip", "(", "steps_cfg", ",", "self", ".", "phases", ")", "]" ]
Build anneal schedule for all of the parameters.
[ "Build", "anneal", "schedule", "for", "all", "of", "the", "parameters", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/one_cycle.py#L19-L22
train
Build anneal schedule for all of the parameters.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__ SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(903 - 855) + chr(0b1101111) + chr(0b11000 + 0o33) + '\x33' + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110000) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\067' + chr(0b11010 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(0b110010) + '\064' + chr(0b111 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(1195 - 1147) + chr(0b11 + 0o154) + chr(0b110010) + chr(53) + '\066', 42118 - 42110), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(1645 - 1591) + chr(827 - 774), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110000) + chr(51), 0o10), ehT0Px3KOsy9(chr(1172 - 1124) + chr(0b1101111) + chr(0b100 + 0o62) + '\x33', 0o10), ehT0Px3KOsy9(chr(794 - 746) + chr(0b1101111) + chr(51) + chr(0b10011 + 0o36) + chr(52), 0o10), ehT0Px3KOsy9(chr(820 - 772) + chr(0b1101111) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(622 - 574) + chr(111) + chr(0b101001 + 0o12) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(52) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\x32' + '\x34', 0o10), ehT0Px3KOsy9(chr(1407 - 1359) + chr(0b1101111) + chr(0b10 + 0o60) + '\063' + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(51) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\066' + '\062', 53977 - 53969), ehT0Px3KOsy9(chr(0b110000) + chr(5591 - 5480) + chr(0b110001) + '\x31' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + '\066' + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + chr(0b110011) + '\x32' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(762 - 714) + '\x6f' + chr(50) + chr(50) + '\061', 40840 - 40832), ehT0Px3KOsy9(chr(2191 - 2143) + '\157' + chr(49) + chr(2613 - 2561) + '\x35', 6434 - 6426), ehT0Px3KOsy9(chr(0b110000) + chr(10898 - 10787) + chr(0b110011) + chr(51) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + '\x33' + chr(0b11001 + 0o34) + chr(143 - 95), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(55) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10969 - 10858) + '\x31' + '\x36' + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(11116 - 11005) + chr(51) + '\x36' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(1216 - 1168) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(52) + chr(0b10001 + 0o46), 58139 - 58131), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(48) + '\061', 8), ehT0Px3KOsy9(chr(2263 - 2215) + chr(1726 - 1615) + chr(670 - 619) + chr(0b100000 + 0o20) + chr(0b110110), 42027 - 42019), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110100) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100100 + 0o15) + '\x32' + chr(0b1111 + 0o43), 55851 - 55843), ehT0Px3KOsy9(chr(492 - 444) + '\x6f' + chr(0b10111 + 0o32) + chr(0b110000 + 0o3) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x31' + '\x35' + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\065' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b111 + 0o150) + chr(0b1 + 0o66) + chr(0b1101 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(301 - 252), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x00'), '\144' + chr(0b101000 + 0o75) + '\143' + '\x6f' + '\144' + '\145')('\x75' + chr(0b1100100 + 0o20) + chr(0b1100110) + chr(0b11110 + 0o17) + chr(442 - 386)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def v0VhEmlMsO_l(oVre8I6UXc3b, *DJJw3oNwr3y_): return [osPCU7aSpeQc(kDuFsAhEatcU, PG8bMXxBIdYl, func=EzOtJ3kbK5x4) for (kDuFsAhEatcU, (PG8bMXxBIdYl, EzOtJ3kbK5x4)) in pZ0NK2y6HRbn(DJJw3oNwr3y_, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'^\x8b\xb8\xf2\x9a\xd0'), chr(0b101011 + 0o71) + '\145' + chr(7400 - 7301) + chr(111) + chr(0b101 + 0o137) + chr(0b1111 + 0o126))('\165' + '\x74' + chr(4232 - 4130) + chr(0b101101) + chr(2069 - 2013))))]
fastai/fastai
fastai/callbacks/one_cycle.py
OneCycleScheduler.on_train_begin
def on_train_begin(self, n_epochs:int, epoch:int, **kwargs:Any)->None: "Initialize our optimization params based on our annealing schedule." res = {'epoch':self.start_epoch} if self.start_epoch is not None else None self.start_epoch = ifnone(self.start_epoch, epoch) self.tot_epochs = ifnone(self.tot_epochs, n_epochs) n = len(self.learn.data.train_dl) * self.tot_epochs a1 = int(n * self.pct_start) a2 = n-a1 self.phases = ((a1, annealing_cos), (a2, annealing_cos)) low_lr = self.lr_max/self.div_factor self.lr_scheds = self.steps((low_lr, self.lr_max), (self.lr_max, self.lr_max/self.final_div)) self.mom_scheds = self.steps(self.moms, (self.moms[1], self.moms[0])) self.opt = self.learn.opt self.opt.lr,self.opt.mom = self.lr_scheds[0].start,self.mom_scheds[0].start self.idx_s = 0 return res
python
def on_train_begin(self, n_epochs:int, epoch:int, **kwargs:Any)->None: "Initialize our optimization params based on our annealing schedule." res = {'epoch':self.start_epoch} if self.start_epoch is not None else None self.start_epoch = ifnone(self.start_epoch, epoch) self.tot_epochs = ifnone(self.tot_epochs, n_epochs) n = len(self.learn.data.train_dl) * self.tot_epochs a1 = int(n * self.pct_start) a2 = n-a1 self.phases = ((a1, annealing_cos), (a2, annealing_cos)) low_lr = self.lr_max/self.div_factor self.lr_scheds = self.steps((low_lr, self.lr_max), (self.lr_max, self.lr_max/self.final_div)) self.mom_scheds = self.steps(self.moms, (self.moms[1], self.moms[0])) self.opt = self.learn.opt self.opt.lr,self.opt.mom = self.lr_scheds[0].start,self.mom_scheds[0].start self.idx_s = 0 return res
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Initialize our optimization params based on our annealing schedule.
[ "Initialize", "our", "optimization", "params", "based", "on", "our", "annealing", "schedule", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/one_cycle.py#L24-L39
train
Initialize our optimization params based on our annealing schedule.
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) + '\x33' + '\x36' + chr(0b11011 + 0o34), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(288 - 239) + '\064' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(51) + chr(1080 - 1026), 17222 - 17214), ehT0Px3KOsy9(chr(48) + '\x6f' + '\066' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\064' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + chr(139 - 88) + chr(0b10110 + 0o40) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b10100 + 0o41) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(2122 - 2074) + chr(0b1000000 + 0o57) + chr(2578 - 2527), 12077 - 12069), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(2233 - 2179) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + '\067' + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10111 + 0o34) + chr(0b110110) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(290 - 239) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1352 - 1299), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(52) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(595 - 545) + chr(51) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1825 - 1776) + chr(48) + chr(437 - 388), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(616 - 567) + '\x30' + chr(50), 852 - 844), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b11 + 0o154) + '\x31' + chr(2056 - 2005) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b0 + 0o63) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1896 - 1846) + chr(0b10010 + 0o37) + '\x35', 50714 - 50706), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\062' + chr(49), 0o10), ehT0Px3KOsy9(chr(637 - 589) + '\x6f' + chr(1066 - 1017) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1830 - 1782) + '\x6f' + chr(0b101100 + 0o6) + chr(0b110100) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b1000 + 0o50) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001 + 0o0) + '\x37' + chr(426 - 376), 27947 - 27939), ehT0Px3KOsy9('\060' + '\157' + chr(0b10101 + 0o36) + chr(0b110000) + chr(536 - 486), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(0b110101) + chr(0b1000 + 0o51), 0o10), ehT0Px3KOsy9(chr(48) + chr(10720 - 10609) + '\061' + chr(52) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\x36' + chr(48), 8), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(0b110 + 0o53) + '\066' + chr(1158 - 1108), 7283 - 7275), ehT0Px3KOsy9(chr(0b110000) + chr(12246 - 12135) + chr(0b110010) + chr(2659 - 2607) + chr(1881 - 1829), 5690 - 5682), ehT0Px3KOsy9('\x30' + chr(645 - 534) + '\x32' + '\x37' + chr(0b1110 + 0o42), 9380 - 9372), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110111), 8), ehT0Px3KOsy9(chr(2097 - 2049) + chr(4187 - 4076) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b110000) + '\062', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x36' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(48), 0b1000), ehT0Px3KOsy9(chr(76 - 28) + chr(0b11000 + 0o127) + chr(0b110001) + '\061' + chr(0b101001 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + '\063' + chr(0b101001 + 0o10) + chr(1545 - 1492), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10011 + 0o42) + chr(147 - 99), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), '\144' + chr(3436 - 3335) + chr(6166 - 6067) + '\x6f' + '\144' + '\145')(chr(117) + chr(0b1110100) + chr(0b1100101 + 0o1) + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def hw8LiNM2DL6Z(oVre8I6UXc3b, H3UKJkXFfyWu, LWTVW06OsTjl, **M8EIoTs2GJXE) -> None: MsbwfslwLjRO = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x151W\xcf'), chr(100) + '\x65' + chr(99) + '\157' + '\x64' + chr(5027 - 4926))('\x75' + '\164' + chr(0b1010111 + 0o17) + chr(0b1111 + 0o36) + chr(0b111000)): oVre8I6UXc3b.start_epoch} if oVre8I6UXc3b.start_epoch is not None else None oVre8I6UXc3b.sUTx5QgZOFQu = LZcHOm_c0BYj(oVre8I6UXc3b.sUTx5QgZOFQu, LWTVW06OsTjl) oVre8I6UXc3b.gNhOtGPIyXGO = LZcHOm_c0BYj(oVre8I6UXc3b.gNhOtGPIyXGO, H3UKJkXFfyWu) m1NkCryOw9Bx = c2A0yzQpDQB3(oVre8I6UXc3b.learn.data.train_dl) * oVre8I6UXc3b.gNhOtGPIyXGO T5Srg1dsGOjU = ehT0Px3KOsy9(m1NkCryOw9Bx * oVre8I6UXc3b.pct_start) qVvhefLJ17YM = m1NkCryOw9Bx - T5Srg1dsGOjU oVre8I6UXc3b.UQ3b46NQmvEh = ((T5Srg1dsGOjU, BxGE6WVie2Cp), (qVvhefLJ17YM, BxGE6WVie2Cp)) jh6yc5UT11iB = oVre8I6UXc3b.lr_max / oVre8I6UXc3b.div_factor oVre8I6UXc3b.B65jtKw1ydmH = oVre8I6UXc3b.steps((jh6yc5UT11iB, oVre8I6UXc3b.lr_max), (oVre8I6UXc3b.lr_max, oVre8I6UXc3b.lr_max / oVre8I6UXc3b.final_div)) oVre8I6UXc3b.kHo5nOMZWjz1 = oVre8I6UXc3b.steps(oVre8I6UXc3b.moms, (oVre8I6UXc3b.moms[ehT0Px3KOsy9(chr(48) + chr(111) + chr(49), 49258 - 49250)], oVre8I6UXc3b.moms[ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110000), 48285 - 48277)])) oVre8I6UXc3b.PFDxXM_vbSsA = oVre8I6UXc3b.learn.PFDxXM_vbSsA (oVre8I6UXc3b.opt.Zzs55KO_HKfp, oVre8I6UXc3b.opt.TKpfgNdtjQAk) = (oVre8I6UXc3b.lr_scheds[ehT0Px3KOsy9('\060' + chr(1800 - 1689) + chr(0b110000), 8)].start, oVre8I6UXc3b.mom_scheds[ehT0Px3KOsy9('\x30' + chr(10390 - 10279) + chr(48), 8)].start) oVre8I6UXc3b.s7uUEN8XtdoM = ehT0Px3KOsy9('\x30' + chr(11389 - 11278) + chr(417 - 369), 8) return MsbwfslwLjRO
fastai/fastai
fastai/callbacks/one_cycle.py
OneCycleScheduler.on_batch_end
def on_batch_end(self, train, **kwargs:Any)->None: "Take one step forward on the annealing schedule for the optim params." if train: if self.idx_s >= len(self.lr_scheds): return {'stop_training': True, 'stop_epoch': True} self.opt.lr = self.lr_scheds[self.idx_s].step() self.opt.mom = self.mom_scheds[self.idx_s].step() # when the current schedule is complete we move onto the next # schedule. (in 1-cycle there are two schedules) if self.lr_scheds[self.idx_s].is_done: self.idx_s += 1
python
def on_batch_end(self, train, **kwargs:Any)->None: "Take one step forward on the annealing schedule for the optim params." if train: if self.idx_s >= len(self.lr_scheds): return {'stop_training': True, 'stop_epoch': True} self.opt.lr = self.lr_scheds[self.idx_s].step() self.opt.mom = self.mom_scheds[self.idx_s].step() # when the current schedule is complete we move onto the next # schedule. (in 1-cycle there are two schedules) if self.lr_scheds[self.idx_s].is_done: self.idx_s += 1
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Take one step forward on the annealing schedule for the optim params.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/one_cycle.py#L45-L54
train
Take one step forward on the annealing schedule for the optim params.
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9395) + chr(1629 - 1580) + chr(0b101011 + 0o7) + chr(0b101011 + 0o13), 6935 - 6927), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\063' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(55) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(6430 - 6319) + chr(2255 - 2205) + chr(0b110100) + chr(0b11011 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b10010 + 0o135) + chr(0b11 + 0o64) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100011 + 0o20) + '\066' + '\066', 0o10), ehT0Px3KOsy9(chr(1072 - 1024) + chr(0b1101111) + chr(2260 - 2211) + chr(0b110100) + chr(0b110011), 24787 - 24779), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(1954 - 1905) + '\065' + '\x36', 0o10), ehT0Px3KOsy9(chr(2016 - 1968) + '\x6f' + chr(1629 - 1578) + chr(0b110000) + chr(0b110000 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + chr(0b10000 + 0o43) + '\064' + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + '\x31' + chr(0b10111 + 0o31) + chr(788 - 740), 61572 - 61564), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(0b101011 + 0o10) + '\x36' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5481 - 5370) + chr(502 - 452) + chr(0b110000) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\060' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(430 - 319) + '\x33' + '\062' + '\x35', 42063 - 42055), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b101110 + 0o11) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(1496 - 1443) + chr(2139 - 2085), 3478 - 3470), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(51) + chr(53) + chr(0b101100 + 0o4), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b10110 + 0o37) + chr(1559 - 1510), 0o10), ehT0Px3KOsy9(chr(1964 - 1916) + chr(111) + '\x34' + chr(812 - 763), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(0b110010) + '\x36' + chr(2680 - 2628), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101000 + 0o7) + chr(2013 - 1963) + chr(2635 - 2580) + chr(0b110010), 19717 - 19709), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(0b1 + 0o61) + chr(508 - 456) + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(49) + chr(2037 - 1989) + chr(560 - 512), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001 + 0o2) + '\062' + chr(0b110011), 2888 - 2880), ehT0Px3KOsy9(chr(2111 - 2063) + chr(0b10011 + 0o134) + chr(54) + chr(2397 - 2344), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1565 - 1515) + '\064' + '\064', 0b1000), ehT0Px3KOsy9(chr(376 - 328) + chr(11660 - 11549) + chr(1992 - 1940) + chr(1823 - 1773), 50674 - 50666), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1386 - 1335) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6062 - 5951) + chr(0b110011) + '\065' + chr(2207 - 2157), 0o10), ehT0Px3KOsy9(chr(341 - 293) + chr(111) + '\062' + '\x33' + '\x37', 8), ehT0Px3KOsy9('\060' + chr(126 - 15) + '\x33' + '\062' + chr(0b10010 + 0o40), 29327 - 29319), ehT0Px3KOsy9(chr(1588 - 1540) + '\157' + chr(575 - 522) + chr(0b10111 + 0o40), 52920 - 52912), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(55) + '\x32', 54832 - 54824), ehT0Px3KOsy9(chr(822 - 774) + chr(0b1101111) + chr(0b110010) + chr(55) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(380 - 329) + chr(51) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(682 - 634) + chr(0b1101111) + chr(1430 - 1381) + chr(0b110111) + chr(0b11101 + 0o30), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(53) + chr(0b110011), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(2634 - 2581) + '\x30', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'x'), chr(7761 - 7661) + '\145' + chr(0b1001000 + 0o33) + chr(111) + chr(0b1010011 + 0o21) + chr(0b10001 + 0o124))(chr(117) + chr(116) + '\x66' + chr(1976 - 1931) + chr(0b1110 + 0o52)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def J9LLNH_kQ0hr(oVre8I6UXc3b, e80gRioCjdat, **M8EIoTs2GJXE) -> None: if e80gRioCjdat: if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'%\xa8\xcd\xf7~\xb8[6\xb1\x85/\xbf'), '\x64' + '\145' + chr(0b1011100 + 0o7) + chr(12088 - 11977) + chr(7034 - 6934) + chr(5849 - 5748))(chr(117) + chr(0b101001 + 0o113) + chr(0b1111 + 0o127) + chr(0b101101) + chr(0b111000))) >= c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x14\xa9\x8d\xc8O\xbd\x14_\xbc\x85-\xba'), '\x64' + chr(0b1100101) + chr(0b110110 + 0o55) + chr(0b1100000 + 0o17) + '\144' + chr(5539 - 5438))(chr(0b1110101) + '\164' + chr(10167 - 10065) + chr(45) + '\070'))): return {xafqLlk3kkUe(SXOLrMavuUCe(b'%\xeb\xd7\xd2d\x82\x11\x0f\xac\x8f)\x9c\xe3'), chr(100) + chr(0b1100101) + chr(0b1001 + 0o132) + chr(8253 - 8142) + chr(0b1100100) + chr(101))('\x75' + '\x74' + chr(0b1000111 + 0o37) + '\055' + '\070'): ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31', ord("\x08")), xafqLlk3kkUe(SXOLrMavuUCe(b'%\xeb\xd7\xd2d\x93\x13\x01\xa6\x89'), chr(0b101001 + 0o73) + chr(0b1 + 0o144) + '\143' + '\x6f' + chr(0b1001001 + 0o33) + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + '\055' + chr(0b100111 + 0o21)): ehT0Px3KOsy9(chr(48) + '\157' + chr(1375 - 1326), 8)} oVre8I6UXc3b.opt.Zzs55KO_HKfp = oVre8I6UXc3b.lr_scheds[oVre8I6UXc3b.idx_s].step() oVre8I6UXc3b.opt.TKpfgNdtjQAk = oVre8I6UXc3b.mom_scheds[oVre8I6UXc3b.idx_s].step() if xafqLlk3kkUe(oVre8I6UXc3b.lr_scheds[oVre8I6UXc3b.idx_s], xafqLlk3kkUe(SXOLrMavuUCe(b'?\xec\xe7\xc6T\x98\x06'), '\144' + '\x65' + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(0b100111 + 0o115) + chr(6062 - 5960) + chr(45) + chr(1955 - 1899))): oVre8I6UXc3b.s7uUEN8XtdoM += ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', 8)
fastai/fastai
examples/train_imagenette_adv.py
main
def main( gpu:Param("GPU to run on", str)=None, lr: Param("Learning rate", float)=1e-3, size: Param("Size (px: 128,192,224)", int)=128, debias_mom: Param("Debias statistics", bool)=False, debias_sqr: Param("Debias statistics", bool)=False, opt: Param("Optimizer: 'adam','genopt','rms','sgd'", str)='genopt', alpha: Param("Alpha", float)=0.99, mom: Param("Momentum", float)=0.9, eps: Param("epsilon", float)=1e-7, decay: Param("Decay AvgStatistic (momentum)", bool)=False, epochs: Param("Number of epochs", int)=5, bs: Param("Batch size", int)=128, ): """Distributed training of Imagenette. Fastest multi-gpu speed is if you run with: python -m fastai.launch""" # Pick one of these gpu = setup_distrib(gpu) if gpu is None: bs *= torch.cuda.device_count() moms = (mom,mom) stats = [ AvgStatistic('momentum', mom, scope=StatScope.Weight, decay=decay, debias=debias_mom), AvgSquare ('alpha', alpha, scope=StatScope.Weight, debias=debias_sqr), ConstStatistic('eps', eps), ConstStatistic('clip', 0.001), ] if opt=='adam' : opt_func = partial(optim.Adam, betas=(mom,alpha), eps=eps) elif opt=='rms' : opt_func = partial(optim.RMSprop, alpha=alpha) elif opt=='genopt': opt_func = partial(GeneralOptimizer, on_step=on_step, stats=stats) else: raise Exception(f'unknown opt: {opt}') #opt_func = optim.SGD #learn = (cnn_learner(data, models.xresnet50, pretrained=False, concat_pool=False, lin_ftrs=[], split_on=bn_and_final, print(f'lr: {lr}; size: {size}; debias_mom: {debias_mom}; debias_sqr: {debias_sqr}; opt: {opt}; alpha: {alpha}; mom: {mom}; eps: {eps}; decay: {decay}') print('imagenette') get_learner(lr, size, False, bs, opt_func, gpu, epochs) gc.collect() print('imagewoof') get_learner(lr, size, True, bs, opt_func, gpu, epochs)
python
def main( gpu:Param("GPU to run on", str)=None, lr: Param("Learning rate", float)=1e-3, size: Param("Size (px: 128,192,224)", int)=128, debias_mom: Param("Debias statistics", bool)=False, debias_sqr: Param("Debias statistics", bool)=False, opt: Param("Optimizer: 'adam','genopt','rms','sgd'", str)='genopt', alpha: Param("Alpha", float)=0.99, mom: Param("Momentum", float)=0.9, eps: Param("epsilon", float)=1e-7, decay: Param("Decay AvgStatistic (momentum)", bool)=False, epochs: Param("Number of epochs", int)=5, bs: Param("Batch size", int)=128, ): """Distributed training of Imagenette. Fastest multi-gpu speed is if you run with: python -m fastai.launch""" # Pick one of these gpu = setup_distrib(gpu) if gpu is None: bs *= torch.cuda.device_count() moms = (mom,mom) stats = [ AvgStatistic('momentum', mom, scope=StatScope.Weight, decay=decay, debias=debias_mom), AvgSquare ('alpha', alpha, scope=StatScope.Weight, debias=debias_sqr), ConstStatistic('eps', eps), ConstStatistic('clip', 0.001), ] if opt=='adam' : opt_func = partial(optim.Adam, betas=(mom,alpha), eps=eps) elif opt=='rms' : opt_func = partial(optim.RMSprop, alpha=alpha) elif opt=='genopt': opt_func = partial(GeneralOptimizer, on_step=on_step, stats=stats) else: raise Exception(f'unknown opt: {opt}') #opt_func = optim.SGD #learn = (cnn_learner(data, models.xresnet50, pretrained=False, concat_pool=False, lin_ftrs=[], split_on=bn_and_final, print(f'lr: {lr}; size: {size}; debias_mom: {debias_mom}; debias_sqr: {debias_sqr}; opt: {opt}; alpha: {alpha}; mom: {mom}; eps: {eps}; decay: {decay}') print('imagenette') get_learner(lr, size, False, bs, opt_func, gpu, epochs) gc.collect() print('imagewoof') get_learner(lr, size, True, bs, opt_func, gpu, epochs)
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Distributed training of Imagenette. Fastest multi-gpu speed is if you run with: python -m fastai.launch
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/examples/train_imagenette_adv.py#L75-L115
train
This function is the main entry point for Imagenette training.
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' + '\x33' + '\067' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11011 + 0o26) + chr(0b110101) + chr(0b100000 + 0o24), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3415 - 3304) + chr(51) + chr(53) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6572 - 6461) + chr(2274 - 2225) + chr(0b110111), 35609 - 35601), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(2115 - 2065) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b11011 + 0o124) + '\x33' + chr(0b10011 + 0o42) + chr(55), 17643 - 17635), ehT0Px3KOsy9('\060' + chr(9402 - 9291) + chr(0b10101 + 0o34) + chr(1094 - 1039) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(1044 - 996) + '\157' + chr(0b110010) + chr(50) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3317 - 3206) + '\x31' + '\060' + chr(2166 - 2118), 0b1000), ehT0Px3KOsy9(chr(386 - 338) + chr(0b110110 + 0o71) + chr(2002 - 1951) + '\061' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110001) + '\061', 8), ehT0Px3KOsy9(chr(166 - 118) + chr(111) + chr(0b110001) + chr(0b10111 + 0o32) + chr(797 - 747), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x34' + '\063', 36003 - 35995), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b101100 + 0o5) + chr(0b10001 + 0o43) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o13) + chr(0b110001) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(324 - 272) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + chr(51) + '\061' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100010 + 0o20) + '\065' + chr(1921 - 1873), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10000 + 0o42) + chr(52) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011111 + 0o20) + chr(0b100 + 0o55) + chr(0b110100) + '\x33', 8), ehT0Px3KOsy9('\060' + '\157' + '\066' + '\063', 12502 - 12494), ehT0Px3KOsy9(chr(375 - 327) + '\157' + chr(0b110 + 0o55) + '\062' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1804 - 1756) + chr(10593 - 10482) + '\x37' + chr(0b11110 + 0o25), 0o10), ehT0Px3KOsy9(chr(435 - 387) + chr(10753 - 10642) + '\062' + '\x35' + chr(0b100110 + 0o17), 5478 - 5470), ehT0Px3KOsy9(chr(48) + chr(7710 - 7599) + chr(0b110011) + chr(0b110010) + chr(396 - 345), 0o10), ehT0Px3KOsy9(chr(172 - 124) + chr(6196 - 6085) + chr(1760 - 1709), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001110 + 0o41) + chr(51) + chr(1414 - 1363), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\062' + chr(193 - 145) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o5) + chr(0b110000) + '\061', 13152 - 13144), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b110001 + 0o5) + chr(0b100111 + 0o13), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10001 + 0o40) + chr(2504 - 2451), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\063' + chr(0b1100 + 0o44) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1511 - 1463) + chr(0b11001 + 0o126) + chr(52) + '\066', 4371 - 4363), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110101) + chr(0b110111), 56267 - 56259), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1100001 + 0o16) + '\063' + chr(51) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2150 - 2099) + '\067' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(50) + '\060', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(53) + chr(48), 38571 - 38563)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b10 + 0o155) + chr(100) + '\x65')(chr(117) + chr(0b1110100) + chr(102) + chr(0b100010 + 0o13) + chr(0b101100 + 0o14)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def PGNrezus7XpS(q042LNsZ6EiE=None, Zzs55KO_HKfp=0.001, NLcc3BCJnQka=ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(10988 - 10877) + '\062' + chr(48) + '\060', 0b1000), x2JJfwpxzweW=ehT0Px3KOsy9(chr(1362 - 1314) + chr(0b1101111) + chr(253 - 205), 0o10), ZRaEfxDnukur=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), 8), PFDxXM_vbSsA=xafqLlk3kkUe(SXOLrMavuUCe(b'\x98o\x02\x83\x7fs'), chr(100) + '\145' + '\x63' + chr(0b1010000 + 0o37) + '\144' + '\145')(chr(0b1010001 + 0o44) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b10101 + 0o43)), gDUX9w35YHFE=0.99, TKpfgNdtjQAk=0.9, ANx8zFubz7L8=1e-07, eeyC5_0F9WOf=ehT0Px3KOsy9(chr(1829 - 1781) + chr(111) + '\060', 8), xvDB7qObFSrr=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101), 56209 - 56201), SfegzJB3EFQO=ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(0b101110 + 0o2) + chr(0b110000), 8)): q042LNsZ6EiE = NK00YweqSY2V(q042LNsZ6EiE) if q042LNsZ6EiE is None: SfegzJB3EFQO *= cEkFpYktkSeK.cuda.device_count() WvIcT1vy6pfD = (TKpfgNdtjQAk, TKpfgNdtjQAk) hkfs4IaeBuiq = [mpaltBc79c8a(xafqLlk3kkUe(SXOLrMavuUCe(b'\x92e\x01\x89as\xe0\x82'), chr(2608 - 2508) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(0b100111 + 0o75) + chr(101))('\x75' + chr(4982 - 4866) + '\146' + chr(0b101101) + '\x38'), TKpfgNdtjQAk, scope=E7qSgCxfxAIb.Weight, decay=eeyC5_0F9WOf, debias=x2JJfwpxzweW), xeG5BVJtdFg8(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9ef\x1c\x84n'), chr(9288 - 9188) + '\145' + '\x63' + chr(9646 - 9535) + chr(100) + '\x65')(chr(13309 - 13192) + '\164' + chr(306 - 204) + chr(1786 - 1741) + chr(2242 - 2186)), gDUX9w35YHFE, scope=E7qSgCxfxAIb.Weight, debias=ZRaEfxDnukur), HGD4Y4zKzjoM(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9az\x1f'), chr(9355 - 9255) + '\145' + '\x63' + chr(0b1101111) + '\144' + chr(0b1100101))('\x75' + chr(12090 - 11974) + chr(0b1100110) + chr(45) + chr(56)), ANx8zFubz7L8), HGD4Y4zKzjoM(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9cf\x05\x9c'), '\x64' + chr(0b1001101 + 0o30) + '\143' + chr(0b1011011 + 0o24) + chr(0b111110 + 0o46) + chr(101))(chr(0b1001111 + 0o46) + '\x74' + chr(0b1011011 + 0o13) + '\x2d' + chr(0b1000 + 0o60)), 0.001)] if PFDxXM_vbSsA == xafqLlk3kkUe(SXOLrMavuUCe(b'\x9en\r\x81'), chr(9532 - 9432) + chr(0b1100101) + chr(0b101000 + 0o73) + '\x6f' + '\x64' + chr(0b1000000 + 0o45))(chr(12243 - 12126) + '\x74' + '\x66' + chr(650 - 605) + chr(56)): nUFmDEhxAI3x = q_kvx1iNIzrz(fFC7rxeov29p.Adam, betas=(TKpfgNdtjQAk, gDUX9w35YHFE), eps=ANx8zFubz7L8) elif PFDxXM_vbSsA == xafqLlk3kkUe(SXOLrMavuUCe(b'\x8dg\x1f'), chr(3063 - 2963) + chr(0b1100101) + '\143' + chr(10653 - 10542) + '\144' + '\x65')('\165' + '\x74' + chr(7271 - 7169) + chr(0b1000 + 0o45) + chr(0b1001 + 0o57)): nUFmDEhxAI3x = q_kvx1iNIzrz(fFC7rxeov29p.RMSprop, alpha=gDUX9w35YHFE) elif PFDxXM_vbSsA == xafqLlk3kkUe(SXOLrMavuUCe(b'\x98o\x02\x83\x7fs'), chr(100) + '\145' + chr(99) + chr(0b111111 + 0o60) + '\x64' + chr(0b1100101))(chr(5465 - 5348) + chr(12141 - 12025) + '\x66' + chr(1890 - 1845) + chr(0b10011 + 0o45)): nUFmDEhxAI3x = q_kvx1iNIzrz(n5Lg5OndL3Xz, on_step=nnpD3QgnT06_, stats=hkfs4IaeBuiq) else: raise jLmadlzMdunT(f'unknown opt: {PFDxXM_vbSsA}') zLUzGokYBM2Z(f'lr: {Zzs55KO_HKfp}; size: {NLcc3BCJnQka}; debias_mom: {x2JJfwpxzweW}; debias_sqr: {ZRaEfxDnukur}; opt: {PFDxXM_vbSsA}; alpha: {gDUX9w35YHFE}; mom: {TKpfgNdtjQAk}; eps: {ANx8zFubz7L8}; decay: {eeyC5_0F9WOf}') zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x96g\r\x8bji\xf0\x9b\x0b\xf5'), '\144' + '\145' + chr(5879 - 5780) + chr(263 - 152) + '\x64' + '\x65')('\165' + '\x74' + '\146' + chr(45) + '\070')) w4d858UDb3H6(Zzs55KO_HKfp, NLcc3BCJnQka, ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + '\060', 8), SfegzJB3EFQO, nUFmDEhxAI3x, q042LNsZ6EiE, xvDB7qObFSrr) xafqLlk3kkUe(x45LZ8L3c5xs, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9ce\x00\x80jd\xe1'), '\144' + '\x65' + chr(99) + chr(0b1101111) + chr(0b110001 + 0o63) + '\145')('\x75' + '\x74' + chr(102) + chr(0b10101 + 0o30) + chr(0b101011 + 0o15)))() zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x96g\r\x8bjp\xfa\x80\x19'), '\x64' + chr(0b1100101) + chr(1263 - 1164) + chr(8685 - 8574) + '\x64' + '\x65')(chr(0b1110101) + chr(116) + chr(0b1100110) + '\x2d' + chr(1692 - 1636))) w4d858UDb3H6(Zzs55KO_HKfp, NLcc3BCJnQka, ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061', 0o10), SfegzJB3EFQO, nUFmDEhxAI3x, q042LNsZ6EiE, xvDB7qObFSrr)
fastai/fastai
fastai/vision/gan.py
basic_critic
def basic_critic(in_size:int, n_channels:int, n_features:int=64, n_extra_layers:int=0, **conv_kwargs): "A basic critic for images `n_channels` x `in_size` x `in_size`." layers = [conv_layer(n_channels, n_features, 4, 2, 1, leaky=0.2, norm_type=None, **conv_kwargs)]#norm_type=None? cur_size, cur_ftrs = in_size//2, n_features layers.append(nn.Sequential(*[conv_layer(cur_ftrs, cur_ftrs, 3, 1, leaky=0.2, **conv_kwargs) for _ in range(n_extra_layers)])) while cur_size > 4: layers.append(conv_layer(cur_ftrs, cur_ftrs*2, 4, 2, 1, leaky=0.2, **conv_kwargs)) cur_ftrs *= 2 ; cur_size //= 2 layers += [conv2d(cur_ftrs, 1, 4, padding=0), AvgFlatten()] return nn.Sequential(*layers)
python
def basic_critic(in_size:int, n_channels:int, n_features:int=64, n_extra_layers:int=0, **conv_kwargs): "A basic critic for images `n_channels` x `in_size` x `in_size`." layers = [conv_layer(n_channels, n_features, 4, 2, 1, leaky=0.2, norm_type=None, **conv_kwargs)]#norm_type=None? cur_size, cur_ftrs = in_size//2, n_features layers.append(nn.Sequential(*[conv_layer(cur_ftrs, cur_ftrs, 3, 1, leaky=0.2, **conv_kwargs) for _ in range(n_extra_layers)])) while cur_size > 4: layers.append(conv_layer(cur_ftrs, cur_ftrs*2, 4, 2, 1, leaky=0.2, **conv_kwargs)) cur_ftrs *= 2 ; cur_size //= 2 layers += [conv2d(cur_ftrs, 1, 4, padding=0), AvgFlatten()] return nn.Sequential(*layers)
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A basic critic for images `n_channels` x `in_size` x `in_size`.
[ "A", "basic", "critic", "for", "images", "n_channels", "x", "in_size", "x", "in_size", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L17-L26
train
A basic critic for images n_channels x in_size x in_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('\x30' + chr(8572 - 8461) + chr(50) + chr(0b110011) + chr(1297 - 1246), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2099 - 2050) + '\067' + chr(0b11110 + 0o26), 41505 - 41497), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11011 + 0o30) + '\061' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\x33' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3032 - 2921) + '\062' + '\062' + chr(0b100101 + 0o13), 35375 - 35367), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b100101 + 0o112) + chr(0b1011 + 0o50) + '\060' + chr(1743 - 1694), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(576 - 527) + chr(929 - 875), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(53) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(5628 - 5517) + chr(51) + '\066' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(867 - 819) + chr(111) + '\063' + '\063' + chr(0b11000 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(50) + chr(1714 - 1662), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(2848 - 2737) + chr(0b100001 + 0o21) + '\x32' + chr(0b11000 + 0o36), 31052 - 31044), ehT0Px3KOsy9('\060' + chr(5002 - 4891) + chr(1190 - 1140) + chr(0b110110) + chr(49), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1764 - 1715) + '\x34', 33298 - 33290), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(6680 - 6569) + chr(0b110010) + '\x33' + '\061', 0b1000), ehT0Px3KOsy9(chr(761 - 713) + chr(0b1000101 + 0o52) + chr(49) + chr(52) + chr(0b10110 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11011 + 0o30) + chr(1619 - 1566), 8606 - 8598), ehT0Px3KOsy9(chr(703 - 655) + '\x6f' + chr(0b100110 + 0o13) + chr(2202 - 2150) + chr(0b10100 + 0o42), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + chr(0b1 + 0o62) + '\x37' + chr(0b110 + 0o54), 14198 - 14190), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\064' + chr(53), 23531 - 23523), ehT0Px3KOsy9(chr(48) + chr(3257 - 3146) + '\x31' + chr(0b0 + 0o61) + chr(55), 19389 - 19381), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1001010 + 0o45) + chr(0b110010 + 0o0) + chr(0b110000 + 0o3) + chr(0b10010 + 0o41), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(55) + chr(1438 - 1390), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9222 - 9111) + chr(1776 - 1727) + '\062' + '\064', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b1110 + 0o46) + '\066', 18878 - 18870), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(49) + chr(0b11010 + 0o26) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(0b110100) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(4802 - 4691) + '\061' + '\065' + chr(1741 - 1692), 27727 - 27719), ehT0Px3KOsy9(chr(490 - 442) + chr(111) + '\x31' + chr(54) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10263 - 10152) + '\061' + chr(0b10110 + 0o34) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(2426 - 2372) + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100111 + 0o12) + chr(0b101100 + 0o5) + chr(0b110101), 3776 - 3768), ehT0Px3KOsy9(chr(48) + chr(0b1111 + 0o140) + chr(49) + '\066' + chr(2040 - 1992), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x31' + chr(1212 - 1161) + chr(2310 - 2256), 0o10), ehT0Px3KOsy9(chr(448 - 400) + chr(0b1100001 + 0o16) + chr(0b110010) + '\x37' + chr(0b110010), 21938 - 21930), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(1073 - 1019) + chr(0b10111 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110010) + chr(50) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + '\x31' + chr(51) + chr(970 - 919), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6565 - 6454) + chr(0b110011) + chr(0b1010 + 0o50) + '\065', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(2488 - 2435) + chr(412 - 364), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5'), chr(1979 - 1879) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1000100 + 0o40) + chr(0b1100101))(chr(117) + chr(0b1011110 + 0o26) + '\x66' + '\055' + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def H4AfY0IvnabY(qg4WGpkmRztf, Ds92BVm147dF, dxp1ijvwrIWO=ehT0Px3KOsy9(chr(805 - 757) + '\157' + chr(0b110001) + chr(0b110000) + '\060', 0b1000), SaSlQ1oVd4mb=ehT0Px3KOsy9('\x30' + chr(111) + chr(48), 17518 - 17510), **xGRU4nmaD6ab): sGi5Aql23May = [ClJkZVmt1pJi(Ds92BVm147dF, dxp1ijvwrIWO, ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101110 + 0o1) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(7881 - 7770) + chr(50), 13111 - 13103), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101111) + '\061', 0o10), leaky=0.2, norm_type=None, **xGRU4nmaD6ab)] (HYQLHMprJFBs, Ar3GXAS8CLEr) = (qg4WGpkmRztf // ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\062', 8), dxp1ijvwrIWO) xafqLlk3kkUe(sGi5Aql23May, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\x0c\xb8\xfd\xfe\xa5'), chr(0b1100100) + chr(0b110000 + 0o65) + chr(99) + chr(0b110111 + 0o70) + '\x64' + '\x65')(chr(1827 - 1710) + chr(116) + chr(0b10100 + 0o122) + chr(557 - 512) + '\070'))(xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\x19\xb9\xed\xf5\xaf\xba\xc1\x93\xb3'), chr(8997 - 8897) + chr(0b100000 + 0o105) + chr(99) + '\x6f' + '\x64' + chr(2691 - 2590))('\x75' + '\x74' + chr(553 - 451) + chr(0b101101) + chr(56)))(*[ClJkZVmt1pJi(Ar3GXAS8CLEr, Ar3GXAS8CLEr, ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1825 - 1774), ord("\x08")), ehT0Px3KOsy9(chr(1804 - 1756) + '\x6f' + chr(49), 8), leaky=0.2, **xGRU4nmaD6ab) for VNGQdHSFPrso in vQr8gNKaIaWE(SaSlQ1oVd4mb)])) while HYQLHMprJFBs > ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34', 8): xafqLlk3kkUe(sGi5Aql23May, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfa\x0c\xb8\xfd\xfe\xa5'), chr(0b11010 + 0o112) + '\x65' + chr(0b1100011 + 0o0) + chr(0b1101111) + '\x64' + chr(101))(chr(117) + '\x74' + chr(0b1100010 + 0o4) + '\055' + chr(0b101011 + 0o15)))(ClJkZVmt1pJi(Ar3GXAS8CLEr, Ar3GXAS8CLEr * ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062', 8), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(7065 - 6954) + '\064', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1798 - 1748), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001), 8), leaky=0.2, **xGRU4nmaD6ab)) Ar3GXAS8CLEr *= ehT0Px3KOsy9(chr(1530 - 1482) + chr(0b1001 + 0o146) + '\062', 8) HYQLHMprJFBs //= ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x32', 8) sGi5Aql23May += [SthR2IQmYziF(Ar3GXAS8CLEr, ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100101 + 0o14), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + chr(0b110100), 8), padding=ehT0Px3KOsy9(chr(1171 - 1123) + '\157' + chr(2258 - 2210), 8)), tjJaWpM2Y7eL()] return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\x19\xb9\xed\xf5\xaf\xba\xc1\x93\xb3'), chr(0b111010 + 0o52) + chr(101) + chr(0b101011 + 0o70) + chr(3956 - 3845) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(9039 - 8923) + chr(7155 - 7053) + '\x2d' + chr(56)))(*sGi5Aql23May)
fastai/fastai
fastai/vision/gan.py
basic_generator
def basic_generator(in_size:int, n_channels:int, noise_sz:int=100, n_features:int=64, n_extra_layers=0, **conv_kwargs): "A basic generator from `noise_sz` to images `n_channels` x `in_size` x `in_size`." cur_size, cur_ftrs = 4, n_features//2 while cur_size < in_size: cur_size *= 2; cur_ftrs *= 2 layers = [conv_layer(noise_sz, cur_ftrs, 4, 1, transpose=True, **conv_kwargs)] cur_size = 4 while cur_size < in_size // 2: layers.append(conv_layer(cur_ftrs, cur_ftrs//2, 4, 2, 1, transpose=True, **conv_kwargs)) cur_ftrs //= 2; cur_size *= 2 layers += [conv_layer(cur_ftrs, cur_ftrs, 3, 1, 1, transpose=True, **conv_kwargs) for _ in range(n_extra_layers)] layers += [conv2d_trans(cur_ftrs, n_channels, 4, 2, 1, bias=False), nn.Tanh()] return nn.Sequential(*layers)
python
def basic_generator(in_size:int, n_channels:int, noise_sz:int=100, n_features:int=64, n_extra_layers=0, **conv_kwargs): "A basic generator from `noise_sz` to images `n_channels` x `in_size` x `in_size`." cur_size, cur_ftrs = 4, n_features//2 while cur_size < in_size: cur_size *= 2; cur_ftrs *= 2 layers = [conv_layer(noise_sz, cur_ftrs, 4, 1, transpose=True, **conv_kwargs)] cur_size = 4 while cur_size < in_size // 2: layers.append(conv_layer(cur_ftrs, cur_ftrs//2, 4, 2, 1, transpose=True, **conv_kwargs)) cur_ftrs //= 2; cur_size *= 2 layers += [conv_layer(cur_ftrs, cur_ftrs, 3, 1, 1, transpose=True, **conv_kwargs) for _ in range(n_extra_layers)] layers += [conv2d_trans(cur_ftrs, n_channels, 4, 2, 1, bias=False), nn.Tanh()] return nn.Sequential(*layers)
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A basic generator from `noise_sz` to images `n_channels` x `in_size` x `in_size`.
[ "A", "basic", "generator", "from", "noise_sz", "to", "images", "n_channels", "x", "in_size", "x", "in_size", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L28-L39
train
A basic generator from noise_sz to images n_channels x in_size x in_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(0b11 + 0o55) + '\x6f' + chr(1972 - 1923) + '\063' + chr(0b101101 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x36' + chr(0b100 + 0o56), 0b1000), ehT0Px3KOsy9('\060' + chr(9153 - 9042) + chr(49) + '\067' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(4438 - 4327) + chr(0b110111) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\x6f' + chr(1533 - 1482) + chr(0b101110 + 0o5) + '\066', 5381 - 5373), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\064' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\061' + chr(48), 62671 - 62663), ehT0Px3KOsy9(chr(307 - 259) + '\x6f' + chr(1173 - 1124) + '\063' + chr(3024 - 2969), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2465 - 2414) + chr(50) + chr(48), 0o10), ehT0Px3KOsy9(chr(686 - 638) + chr(1507 - 1396) + chr(2268 - 2216) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(0b110111) + chr(2321 - 2268), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(9953 - 9842) + chr(53) + chr(0b10101 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(5798 - 5687) + chr(0b110010) + '\063' + chr(0b101000 + 0o11), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2303 - 2253) + chr(0b11001 + 0o33) + chr(242 - 193), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100100 + 0o13) + '\x32' + '\060' + chr(1467 - 1416), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10100 + 0o35) + chr(185 - 136) + chr(0b110100 + 0o3), 22252 - 22244), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1848 - 1799) + chr(0b11011 + 0o33) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\060' + chr(0b111 + 0o57), 0o10), ehT0Px3KOsy9(chr(48) + chr(8831 - 8720) + chr(1801 - 1752) + chr(0b1110 + 0o45) + chr(439 - 388), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(487 - 433) + '\x34', 6032 - 6024), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11010 + 0o31) + '\061' + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(3754 - 3643) + chr(51) + '\065' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2521 - 2470) + chr(0b101011 + 0o6) + chr(0b101110 + 0o5), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101101 + 0o6) + chr(0b10001 + 0o44) + '\061', 62866 - 62858), ehT0Px3KOsy9('\x30' + chr(2045 - 1934) + chr(0b110001) + chr(0b110001) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(7811 - 7700) + chr(1160 - 1111) + chr(49) + '\062', 50291 - 50283), ehT0Px3KOsy9(chr(489 - 441) + chr(12285 - 12174) + chr(0b110010) + '\066' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100111 + 0o10) + chr(0b110110) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + '\062' + '\060' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7066 - 6955) + chr(0b10011 + 0o41) + chr(0b100011 + 0o15), 8), ehT0Px3KOsy9(chr(48) + chr(11278 - 11167) + chr(0b110000 + 0o3) + '\x36' + chr(0b110000), 26094 - 26086), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(297 - 246), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x34' + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x34' + chr(2915 - 2860), 41207 - 41199), ehT0Px3KOsy9(chr(1793 - 1745) + '\157' + chr(49) + chr(2251 - 2200) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1001000 + 0o47) + chr(0b110001) + '\x37' + chr(0b0 + 0o62), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + chr(0b101 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101000 + 0o7) + chr(920 - 871) + '\x33' + chr(0b11001 + 0o35), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1607 - 1559) + chr(0b1101111) + chr(817 - 764) + chr(0b11011 + 0o25), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'v'), '\x64' + chr(0b100001 + 0o104) + chr(0b1100011) + chr(0b1101111) + chr(3369 - 3269) + '\145')('\x75' + chr(0b101100 + 0o110) + chr(0b11 + 0o143) + chr(0b11 + 0o52) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def bwFOI3aWcrUH(qg4WGpkmRztf, Ds92BVm147dF, NWH3qjuGZmgX=ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011100 + 0o23) + '\x31' + chr(0b110100) + '\064', ord("\x08")), dxp1ijvwrIWO=ehT0Px3KOsy9(chr(1936 - 1888) + '\157' + chr(1567 - 1518) + chr(48) + '\060', 57103 - 57095), SaSlQ1oVd4mb=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\060', 8), **xGRU4nmaD6ab): (HYQLHMprJFBs, Ar3GXAS8CLEr) = (ehT0Px3KOsy9('\x30' + chr(0b1010011 + 0o34) + chr(0b10100 + 0o40), 37464 - 37456), dxp1ijvwrIWO // ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(1559 - 1509), 0o10)) while HYQLHMprJFBs < qg4WGpkmRztf: HYQLHMprJFBs *= ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(0b110010), 8) Ar3GXAS8CLEr *= ehT0Px3KOsy9(chr(1218 - 1170) + '\x6f' + chr(760 - 710), 8) sGi5Aql23May = [ClJkZVmt1pJi(NWH3qjuGZmgX, Ar3GXAS8CLEr, ehT0Px3KOsy9(chr(48) + chr(5016 - 4905) + chr(0b1000 + 0o54), 8), ehT0Px3KOsy9('\060' + chr(0b1011110 + 0o21) + chr(0b10 + 0o57), 0o10), transpose=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8), **xGRU4nmaD6ab)] HYQLHMprJFBs = ehT0Px3KOsy9('\x30' + chr(11733 - 11622) + chr(0b110100), 8) while HYQLHMprJFBs < qg4WGpkmRztf // ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + '\x32', 8): xafqLlk3kkUe(sGi5Aql23May, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xc2\x0cZ\xb0\xc5'), '\x64' + chr(0b1100101) + chr(8751 - 8652) + chr(12163 - 12052) + '\144' + chr(101))(chr(11878 - 11761) + chr(0b1110100) + '\146' + chr(45) + chr(0b111000)))(ClJkZVmt1pJi(Ar3GXAS8CLEr, Ar3GXAS8CLEr // ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2315 - 2265), 8), ehT0Px3KOsy9('\x30' + chr(6961 - 6850) + chr(0b110001), 8), transpose=ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 8), **xGRU4nmaD6ab)) Ar3GXAS8CLEr //= ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + chr(1257 - 1207), 8) HYQLHMprJFBs *= ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50), 8) sGi5Aql23May += [ClJkZVmt1pJi(Ar3GXAS8CLEr, Ar3GXAS8CLEr, ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33', 0b1000), ehT0Px3KOsy9(chr(2281 - 2233) + chr(111) + chr(0b1000 + 0o51), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1101 + 0o44), 8), transpose=ehT0Px3KOsy9('\060' + chr(111) + '\061', 8), **xGRU4nmaD6ab) for VNGQdHSFPrso in vQr8gNKaIaWE(SaSlQ1oVd4mb)] sGi5Aql23May += [eA6UHpLTuHJQ(Ar3GXAS8CLEr, Ds92BVm147dF, ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o64), 8), ehT0Px3KOsy9(chr(48) + chr(4608 - 4497) + chr(0b101001 + 0o11), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11000 + 0o31), 8), bias=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100001 + 0o17), 8)), YGzaUG18aF1F.Tanh()] return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b\xd7\rJ\xbb\xcf<6\xb1L'), '\x64' + '\x65' + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(117) + '\x74' + chr(150 - 48) + chr(0b101101) + '\070'))(*sGi5Aql23May)
fastai/fastai
fastai/vision/gan.py
gan_loss_from_func
def gan_loss_from_func(loss_gen, loss_crit, weights_gen:Tuple[float,float]=None): "Define loss functions for a GAN from `loss_gen` and `loss_crit`." def _loss_G(fake_pred, output, target, weights_gen=weights_gen): ones = fake_pred.new_ones(fake_pred.shape[0]) weights_gen = ifnone(weights_gen, (1.,1.)) return weights_gen[0] * loss_crit(fake_pred, ones) + weights_gen[1] * loss_gen(output, target) def _loss_C(real_pred, fake_pred): ones = real_pred.new_ones (real_pred.shape[0]) zeros = fake_pred.new_zeros(fake_pred.shape[0]) return (loss_crit(real_pred, ones) + loss_crit(fake_pred, zeros)) / 2 return _loss_G, _loss_C
python
def gan_loss_from_func(loss_gen, loss_crit, weights_gen:Tuple[float,float]=None): "Define loss functions for a GAN from `loss_gen` and `loss_crit`." def _loss_G(fake_pred, output, target, weights_gen=weights_gen): ones = fake_pred.new_ones(fake_pred.shape[0]) weights_gen = ifnone(weights_gen, (1.,1.)) return weights_gen[0] * loss_crit(fake_pred, ones) + weights_gen[1] * loss_gen(output, target) def _loss_C(real_pred, fake_pred): ones = real_pred.new_ones (real_pred.shape[0]) zeros = fake_pred.new_zeros(fake_pred.shape[0]) return (loss_crit(real_pred, ones) + loss_crit(fake_pred, zeros)) / 2 return _loss_G, _loss_C
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Define loss functions for a GAN from `loss_gen` and `loss_crit`.
[ "Define", "loss", "functions", "for", "a", "GAN", "from", "loss_gen", "and", "loss_crit", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L191-L203
train
Define loss functions for a GAN from loss_gen and loss_crit.
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(835 - 787) + '\x6f' + chr(290 - 240) + chr(0b110010) + chr(0b1000 + 0o52), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + chr(54) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1449 - 1400) + chr(1457 - 1404) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(661 - 613) + chr(0b1001110 + 0o41) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1043 - 994) + '\064' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(1491 - 1380) + chr(51) + chr(764 - 710) + chr(1625 - 1577), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(51) + '\x34' + chr(0b11011 + 0o34), 46193 - 46185), ehT0Px3KOsy9(chr(912 - 864) + chr(10333 - 10222) + chr(50) + '\x32' + chr(0b100000 + 0o22), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\x30' + chr(0b11000 + 0o37), 27917 - 27909), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(0b110010) + '\x32' + chr(0b110110), 17152 - 17144), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(1933 - 1885), 21332 - 21324), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(9674 - 9563) + chr(0b10100 + 0o37) + '\x36' + chr(68 - 19), 54068 - 54060), ehT0Px3KOsy9('\060' + chr(111) + chr(2209 - 2158) + chr(0b10000 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1001 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2389 - 2338) + chr(0b110100) + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(659 - 606) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + chr(0b11101 + 0o26) + chr(2331 - 2281) + chr(0b10101 + 0o37), 839 - 831), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1100000 + 0o17) + chr(1029 - 980) + chr(0b110111), 51255 - 51247), ehT0Px3KOsy9(chr(151 - 103) + chr(8721 - 8610) + chr(1930 - 1881) + '\063' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\065' + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x35' + chr(48), 5043 - 5035), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55) + chr(49), 51862 - 51854), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1101111) + '\x31' + chr(0b110100), 5550 - 5542), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1885 - 1833) + chr(49), 20760 - 20752), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(49) + chr(49), 60461 - 60453), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(52) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b100110 + 0o14) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(1606 - 1495) + chr(49) + chr(0b110110) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(49) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + '\x33' + '\060' + chr(0b1110 + 0o51), 1508 - 1500), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x32', 0b1000), ehT0Px3KOsy9(chr(370 - 322) + chr(0b1101111) + '\x31' + '\x32' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + chr(979 - 929), 15752 - 15744), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(48) + chr(99 - 44), 0b1000), ehT0Px3KOsy9(chr(588 - 540) + '\x6f' + '\061' + chr(0b110110) + chr(0b110010), 24199 - 24191), ehT0Px3KOsy9(chr(134 - 86) + chr(111) + '\x31' + chr(48) + chr(1626 - 1573), 12365 - 12357), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(9792 - 9681) + chr(1435 - 1385) + chr(1201 - 1151) + '\064', 11476 - 11468), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(1142 - 1091) + chr(2211 - 2161) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(48) + chr(0b110010), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1361 - 1313) + '\x6f' + chr(53) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbc'), chr(328 - 228) + chr(273 - 172) + chr(0b100100 + 0o77) + chr(0b1101111) + chr(0b1100100) + chr(0b0 + 0o145))(chr(7413 - 7296) + '\164' + chr(0b11100 + 0o112) + '\055' + chr(0b1011 + 0o55)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def LEKy6Ifwmz2n(yDyrLcG17PBU, wt5o0m8mciBr, lcjzcZ1xlYZj=None): def HhtCtpzV2L7Y(vs33ONgJ01ph, e1jVqMSBZ01Y, GR1581dR5rDS, lcjzcZ1xlYZj=lcjzcZ1xlYZj): Q9MMic9MQj7n = vs33ONgJ01ph.new_ones(vs33ONgJ01ph.nauYfLglTpcb[ehT0Px3KOsy9('\x30' + '\x6f' + '\x30', ord("\x08"))]) lcjzcZ1xlYZj = LZcHOm_c0BYj(lcjzcZ1xlYZj, (1.0, 1.0)) return lcjzcZ1xlYZj[ehT0Px3KOsy9('\x30' + chr(1819 - 1708) + chr(48), 8)] * wt5o0m8mciBr(vs33ONgJ01ph, Q9MMic9MQj7n) + lcjzcZ1xlYZj[ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\061', 0b1000)] * yDyrLcG17PBU(e1jVqMSBZ01Y, GR1581dR5rDS) def ChhQ1AkL7Q7k(K1xqScz2dhbS, vs33ONgJ01ph): Q9MMic9MQj7n = K1xqScz2dhbS.new_ones(K1xqScz2dhbS.nauYfLglTpcb[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000), 8)]) _rHwoyvtca4E = vs33ONgJ01ph.new_zeros(vs33ONgJ01ph.nauYfLglTpcb[ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(48), 8)]) return (wt5o0m8mciBr(K1xqScz2dhbS, Q9MMic9MQj7n) + wt5o0m8mciBr(vs33ONgJ01ph, _rHwoyvtca4E)) / ehT0Px3KOsy9(chr(48) + chr(5537 - 5426) + chr(0b100111 + 0o13), ord("\x08")) return (HhtCtpzV2L7Y, ChhQ1AkL7Q7k)
fastai/fastai
fastai/vision/gan.py
gan_critic
def gan_critic(n_channels:int=3, nf:int=128, n_blocks:int=3, p:int=0.15): "Critic to train a `GAN`." layers = [ _conv(n_channels, nf, ks=4, stride=2), nn.Dropout2d(p/2), res_block(nf, dense=True,**_conv_args)] nf *= 2 # after dense block for i in range(n_blocks): layers += [ nn.Dropout2d(p), _conv(nf, nf*2, ks=4, stride=2, self_attention=(i==0))] nf *= 2 layers += [ _conv(nf, 1, ks=4, bias=False, padding=0, use_activ=False), Flatten()] return nn.Sequential(*layers)
python
def gan_critic(n_channels:int=3, nf:int=128, n_blocks:int=3, p:int=0.15): "Critic to train a `GAN`." layers = [ _conv(n_channels, nf, ks=4, stride=2), nn.Dropout2d(p/2), res_block(nf, dense=True,**_conv_args)] nf *= 2 # after dense block for i in range(n_blocks): layers += [ nn.Dropout2d(p), _conv(nf, nf*2, ks=4, stride=2, self_attention=(i==0))] nf *= 2 layers += [ _conv(nf, 1, ks=4, bias=False, padding=0, use_activ=False), Flatten()] return nn.Sequential(*layers)
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Critic to train a `GAN`.
[ "Critic", "to", "train", "a", "GAN", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L261-L276
train
Critic to train a GAN.
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) + '\063' + chr(152 - 97) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1065 - 1017) + '\x6f' + chr(1163 - 1114) + chr(2310 - 2258) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110001) + '\x33' + chr(51), 61051 - 61043), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(50) + chr(783 - 733) + '\x34', 21186 - 21178), ehT0Px3KOsy9('\060' + chr(0b110111 + 0o70) + chr(0b110011) + chr(0b110000) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(1869 - 1818) + chr(52) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b10010 + 0o40) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2457 - 2403) + chr(0b100011 + 0o16), 0b1000), ehT0Px3KOsy9(chr(2189 - 2141) + '\157' + chr(0b101110 + 0o5) + chr(84 - 36) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1773 - 1725) + '\157' + '\x37' + chr(55), 38649 - 38641), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b11000 + 0o31) + chr(2216 - 2165), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2227 - 2174), 0o10), ehT0Px3KOsy9('\060' + chr(0b111111 + 0o60) + chr(0b110011) + '\x32' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b10000 + 0o137) + chr(0b110101) + chr(1600 - 1549), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(49) + chr(0b10101 + 0o41) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(3698 - 3587) + chr(49) + chr(2656 - 2604) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + chr(2109 - 2058), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(0b100011 + 0o20) + '\x35' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1010000 + 0o37) + chr(0b11000 + 0o37), 41329 - 41321), ehT0Px3KOsy9(chr(48) + '\157' + chr(1049 - 997) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + chr(0b11111 + 0o24) + '\062' + chr(51), 52841 - 52833), ehT0Px3KOsy9('\060' + '\x6f' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11110 + 0o25) + chr(0b110000) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(2759 - 2648) + chr(50) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(921 - 871) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + chr(53) + '\x35', 0b1000), ehT0Px3KOsy9(chr(2107 - 2059) + chr(111) + '\x31' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\x31' + '\063', 8), ehT0Px3KOsy9('\x30' + chr(11515 - 11404) + '\x33' + chr(55) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(50) + chr(54) + chr(0b101110 + 0o2), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(512 - 462) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(2026 - 1978) + chr(0b100101 + 0o112) + chr(2187 - 2138) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(0b100000 + 0o23) + chr(2675 - 2621) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(1383 - 1335) + chr(0b110010 + 0o75) + chr(49) + '\x36' + chr(0b11101 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\065' + chr(1930 - 1878), 0o10), ehT0Px3KOsy9(chr(442 - 394) + chr(3415 - 3304) + chr(0b101010 + 0o7) + chr(0b100010 + 0o20) + chr(222 - 174), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b110101) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(49) + '\x37' + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110011) + chr(0b110011), 57882 - 57874)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(0b1 + 0o57), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3'), chr(100) + chr(678 - 577) + chr(0b1100011) + chr(0b1001101 + 0o42) + chr(0b1100100) + chr(0b1001001 + 0o34))(chr(0b1110101) + chr(116) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def zxzlluts1i2k(Ds92BVm147dF=ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(4647 - 4536) + '\x33', 0o10), wSiB_OuMoqkm=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\060' + chr(48), 936 - 928), NEmxQaL_qzfx=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110000 + 0o3), 8), UyakMW2IMFEj=0.15): sGi5Aql23May = [JObH2qYqq2SG(Ds92BVm147dF, wSiB_OuMoqkm, ks=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2253 - 2201), 0b1000), stride=ehT0Px3KOsy9('\x30' + '\x6f' + '\062', ord("\x08"))), YGzaUG18aF1F.Dropout2d(UyakMW2IMFEj / ehT0Px3KOsy9('\060' + chr(11459 - 11348) + chr(0b110010), 8)), QGWbFfF8TBqH(wSiB_OuMoqkm, dense=ehT0Px3KOsy9('\x30' + '\x6f' + '\x31', 28412 - 28404), **gSnI4SMuXAnB)] wSiB_OuMoqkm *= ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50), 8) for WVxHKyX45z_L in vQr8gNKaIaWE(NEmxQaL_qzfx): sGi5Aql23May += [YGzaUG18aF1F.Dropout2d(UyakMW2IMFEj), JObH2qYqq2SG(wSiB_OuMoqkm, wSiB_OuMoqkm * ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50), 8), ks=ehT0Px3KOsy9(chr(1176 - 1128) + '\157' + '\x34', 8), stride=ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(0b110010), 8), self_attention=WVxHKyX45z_L == ehT0Px3KOsy9('\060' + '\x6f' + chr(1926 - 1878), 8))] wSiB_OuMoqkm *= ehT0Px3KOsy9('\060' + '\157' + chr(50), 8) sGi5Aql23May += [JObH2qYqq2SG(wSiB_OuMoqkm, ehT0Px3KOsy9(chr(1118 - 1070) + chr(12315 - 12204) + chr(0b110001), 8), ks=ehT0Px3KOsy9('\060' + chr(4822 - 4711) + '\064', 8), bias=ehT0Px3KOsy9(chr(48) + '\157' + chr(2166 - 2118), 8), padding=ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', 8), use_activ=ehT0Px3KOsy9(chr(1779 - 1731) + chr(111) + chr(0b101011 + 0o5), 8)), ILx9Z0rnS1ZR()] return xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x03*\xe1\xa1\x8cj\xb8P\xaa'), chr(532 - 432) + chr(3149 - 3048) + chr(0b110011 + 0o60) + chr(0b110111 + 0o70) + chr(100) + '\x65')(chr(117) + chr(4721 - 4605) + chr(0b10001 + 0o125) + chr(0b1010 + 0o43) + '\x38'))(*sGi5Aql23May)
fastai/fastai
fastai/vision/gan.py
accuracy_thresh_expand
def accuracy_thresh_expand(y_pred:Tensor, y_true:Tensor, thresh:float=0.5, sigmoid:bool=True)->Rank0Tensor: "Compute accuracy after expanding `y_true` to the size of `y_pred`." if sigmoid: y_pred = y_pred.sigmoid() return ((y_pred>thresh)==y_true[:,None].expand_as(y_pred).byte()).float().mean()
python
def accuracy_thresh_expand(y_pred:Tensor, y_true:Tensor, thresh:float=0.5, sigmoid:bool=True)->Rank0Tensor: "Compute accuracy after expanding `y_true` to the size of `y_pred`." if sigmoid: y_pred = y_pred.sigmoid() return ((y_pred>thresh)==y_true[:,None].expand_as(y_pred).byte()).float().mean()
[ "def", "accuracy_thresh_expand", "(", "y_pred", ":", "Tensor", ",", "y_true", ":", "Tensor", ",", "thresh", ":", "float", "=", "0.5", ",", "sigmoid", ":", "bool", "=", "True", ")", "->", "Rank0Tensor", ":", "if", "sigmoid", ":", "y_pred", "=", "y_pred", ".", "sigmoid", "(", ")", "return", "(", "(", "y_pred", ">", "thresh", ")", "==", "y_true", "[", ":", ",", "None", "]", ".", "expand_as", "(", "y_pred", ")", ".", "byte", "(", ")", ")", ".", "float", "(", ")", ".", "mean", "(", ")" ]
Compute accuracy after expanding `y_true` to the size of `y_pred`.
[ "Compute", "accuracy", "after", "expanding", "y_true", "to", "the", "size", "of", "y_pred", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L301-L304
train
Compute accuracy after expanding y_true to the size of y_pred.
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) + '\061' + chr(54) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10256 - 10145) + '\061' + chr(0b110000) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(1730 - 1681) + '\x30' + chr(665 - 617), 0o10), ehT0Px3KOsy9(chr(2186 - 2138) + chr(0b1101111) + chr(0b10010 + 0o41) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5333 - 5222) + '\x31' + chr(0b100100 + 0o22) + chr(0b110001 + 0o2), 0o10), ehT0Px3KOsy9(chr(117 - 69) + chr(5088 - 4977) + chr(0b110011) + chr(0b1110 + 0o43) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(888 - 840) + chr(111) + chr(50) + chr(0b10010 + 0o42) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(432 - 321) + '\064' + chr(0b11110 + 0o24), 22621 - 22613), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b110011) + chr(0b110001) + chr(827 - 778), 0o10), ehT0Px3KOsy9(chr(1828 - 1780) + chr(0b1101100 + 0o3) + chr(1532 - 1482) + chr(1552 - 1502), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + '\062' + '\060' + '\x30', 48844 - 48836), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1010111 + 0o30) + chr(0b11 + 0o60) + chr(0b110101) + '\064', 15100 - 15092), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + chr(49) + '\x36' + chr(0b11011 + 0o27), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1143 - 1089) + chr(0b1 + 0o62), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b11011 + 0o30) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(213 - 102) + '\x31' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\062' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(50) + '\063' + chr(0b101001 + 0o14), 6151 - 6143), ehT0Px3KOsy9(chr(1615 - 1567) + chr(5538 - 5427) + chr(855 - 805) + chr(0b101111 + 0o4) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b101100 + 0o103) + '\062' + chr(1645 - 1597) + '\060', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(1644 - 1593) + chr(700 - 648), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(3411 - 3300) + '\066' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101100 + 0o7) + '\065' + '\064', 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(5341 - 5230) + chr(1544 - 1495) + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b100000 + 0o117) + chr(219 - 168) + '\066' + chr(1763 - 1714), 15571 - 15563), ehT0Px3KOsy9('\060' + '\x6f' + chr(1764 - 1715) + '\061' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b1010 + 0o51) + chr(0b110000), 26220 - 26212), ehT0Px3KOsy9('\x30' + chr(8704 - 8593) + '\x33' + '\x31' + chr(0b100100 + 0o22), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110011) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101010 + 0o5) + chr(2371 - 2320) + chr(1458 - 1405) + chr(0b110000), 3900 - 3892), ehT0Px3KOsy9('\060' + chr(7389 - 7278) + chr(0b110011) + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\064', 0o10), ehT0Px3KOsy9(chr(664 - 616) + chr(0b110011 + 0o74) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11101 + 0o26) + '\060' + chr(0b100101 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(205 - 153) + chr(960 - 906), ord("\x08")), ehT0Px3KOsy9(chr(1512 - 1464) + chr(8686 - 8575) + chr(532 - 483) + '\063' + chr(49), 57353 - 57345), ehT0Px3KOsy9('\060' + chr(0b11111 + 0o120) + '\063' + '\063' + chr(0b110100), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(1901 - 1846) + '\x36', 38584 - 38576), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(1955 - 1904) + chr(0b10001 + 0o40) + chr(0b11101 + 0o23), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(2197 - 2149), 65412 - 65404)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Y'), chr(0b1010110 + 0o16) + chr(0b110001 + 0o64) + '\143' + '\x6f' + '\x64' + chr(0b1010 + 0o133))(chr(7576 - 7459) + chr(116) + chr(0b101 + 0o141) + chr(0b1010 + 0o43) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def n54FbtcbYlpI(xnfbBDu0Jqlg, riTr1__7gHR4, aV_ML5E6yBQq=0.5, DbgiSh0DpvJy=ehT0Px3KOsy9(chr(48) + '\157' + '\061', 0o10)) -> ebIAz2bBxrI8: if DbgiSh0DpvJy: xnfbBDu0Jqlg = xnfbBDu0Jqlg.sigmoid() return xafqLlk3kkUe(((xnfbBDu0Jqlg > aV_ML5E6yBQq) == riTr1__7gHR4[:, None].expand_as(xnfbBDu0Jqlg).byte()).float(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x08(P\x07\x8e\xf8t\xa8e\xec\x9b'), chr(0b1010100 + 0o20) + chr(0b1001110 + 0o27) + chr(677 - 578) + '\x6f' + chr(4454 - 4354) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111000)))()
fastai/fastai
fastai/vision/gan.py
GANModule.switch
def switch(self, gen_mode:bool=None): "Put the model in generator mode if `gen_mode`, in critic mode otherwise." self.gen_mode = (not self.gen_mode) if gen_mode is None else gen_mode
python
def switch(self, gen_mode:bool=None): "Put the model in generator mode if `gen_mode`, in critic mode otherwise." self.gen_mode = (not self.gen_mode) if gen_mode is None else gen_mode
[ "def", "switch", "(", "self", ",", "gen_mode", ":", "bool", "=", "None", ")", ":", "self", ".", "gen_mode", "=", "(", "not", "self", ".", "gen_mode", ")", "if", "gen_mode", "is", "None", "else", "gen_mode" ]
Put the model in generator mode if `gen_mode`, in critic mode otherwise.
[ "Put", "the", "model", "in", "generator", "mode", "if", "gen_mode", "in", "critic", "mode", "otherwise", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L51-L53
train
Put the model in generator mode if gen_mode in critic mode otherwise.
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(286 - 238) + chr(11932 - 11821) + chr(0b110010) + chr(0b110100) + chr(2199 - 2147), 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(0b101100 + 0o7) + '\x32' + chr(0b100011 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(0b110110) + chr(0b110001 + 0o0), 0b1000), ehT0Px3KOsy9(chr(1763 - 1715) + '\157' + chr(2444 - 2393) + chr(54) + chr(53), 40799 - 40791), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\x34' + chr(55), 0o10), ehT0Px3KOsy9(chr(1953 - 1905) + chr(0b1101111) + chr(1139 - 1090) + '\065' + chr(2572 - 2520), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(0b110010) + '\x37' + chr(0b10 + 0o62), 40855 - 40847), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10111 + 0o34) + chr(54) + '\064', 16391 - 16383), ehT0Px3KOsy9(chr(1301 - 1253) + chr(111) + chr(1049 - 999) + '\061' + chr(0b11000 + 0o31), 56074 - 56066), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x33' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b11010 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\063' + chr(0b1111 + 0o43), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110101) + chr(473 - 419), 53792 - 53784), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\063' + chr(49), 0o10), ehT0Px3KOsy9(chr(1272 - 1224) + chr(3668 - 3557) + '\062' + chr(51) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(872 - 824) + chr(0b100100 + 0o23), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(4727 - 4616) + '\062' + chr(1861 - 1807) + '\x30', 48729 - 48721), ehT0Px3KOsy9(chr(1211 - 1163) + chr(0b1101111) + chr(2327 - 2272) + chr(48), 25316 - 25308), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b11011 + 0o34) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + chr(4864 - 4753) + chr(50) + chr(0b110110) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7904 - 7793) + chr(0b110001) + chr(50) + chr(0b110010), 32534 - 32526), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b0 + 0o62) + chr(0b111 + 0o54) + chr(2598 - 2546), ord("\x08")), ehT0Px3KOsy9(chr(1227 - 1179) + '\x6f' + chr(0b0 + 0o61) + chr(946 - 895) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + '\062' + '\062' + '\x35', 17548 - 17540), ehT0Px3KOsy9(chr(293 - 245) + chr(0b111110 + 0o61) + chr(49) + chr(2593 - 2540) + chr(93 - 44), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(49) + chr(1694 - 1644), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x31' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o12) + chr(2133 - 2085) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(368 - 319) + chr(53) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + chr(362 - 311) + chr(52) + chr(1719 - 1671), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111 + 0o0) + chr(0b10101 + 0o36) + '\x30' + chr(0b101101 + 0o3), 4646 - 4638), ehT0Px3KOsy9('\x30' + chr(0b1000110 + 0o51) + '\062' + chr(0b110001) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(3218 - 3107) + '\x31' + chr(52) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b100101 + 0o112) + chr(0b110001) + chr(0b110100) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100100 + 0o16) + chr(2470 - 2420) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + '\x31' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1030 - 981) + chr(2483 - 2428) + '\063', 49434 - 49426), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(51) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(0b1 + 0o61) + chr(0b11001 + 0o34) + chr(0b1111 + 0o42), 25128 - 25120), ehT0Px3KOsy9('\x30' + chr(8003 - 7892) + '\062' + chr(94 - 43), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b10110 + 0o32), 2872 - 2864)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a'), chr(0b1001011 + 0o31) + chr(0b101 + 0o140) + chr(0b1100011) + '\157' + chr(0b1001010 + 0o32) + chr(0b1100101))(chr(0b1011000 + 0o35) + '\x74' + '\146' + '\055' + chr(0b11110 + 0o32)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def GkrBTAdgX8F6(oVre8I6UXc3b, P5vJs78Pq5aE=None): oVre8I6UXc3b.P5vJs78Pq5aE = not oVre8I6UXc3b.P5vJs78Pq5aE if P5vJs78Pq5aE is None else P5vJs78Pq5aE
fastai/fastai
fastai/vision/gan.py
GANLoss.generator
def generator(self, output, target): "Evaluate the `output` with the critic then uses `self.loss_funcG` to combine it with `target`." fake_pred = self.gan_model.critic(output) return self.loss_funcG(fake_pred, target, output)
python
def generator(self, output, target): "Evaluate the `output` with the critic then uses `self.loss_funcG` to combine it with `target`." fake_pred = self.gan_model.critic(output) return self.loss_funcG(fake_pred, target, output)
[ "def", "generator", "(", "self", ",", "output", ",", "target", ")", ":", "fake_pred", "=", "self", ".", "gan_model", ".", "critic", "(", "output", ")", "return", "self", ".", "loss_funcG", "(", "fake_pred", ",", "target", ",", "output", ")" ]
Evaluate the `output` with the critic then uses `self.loss_funcG` to combine it with `target`.
[ "Evaluate", "the", "output", "with", "the", "critic", "then", "uses", "self", ".", "loss_funcG", "to", "combine", "it", "with", "target", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L61-L64
train
Evaluate the output with the critic then uses self. loss_funcG to combine it with target.
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(357 - 306) + chr(55) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(608 - 557) + '\x32' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + '\064' + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\061' + chr(0b110001) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100111 + 0o10) + '\x33' + chr(0b110101) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(2187 - 2076) + chr(0b10111 + 0o36) + chr(0b10101 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + chr(7490 - 7379) + '\x31' + chr(48) + '\061', 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(51) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x37' + '\x35', 64320 - 64312), ehT0Px3KOsy9(chr(1126 - 1078) + '\157' + chr(0b110101) + '\067', 0b1000), ehT0Px3KOsy9(chr(1780 - 1732) + chr(7015 - 6904) + '\061' + chr(1819 - 1770) + chr(0b10001 + 0o46), 0b1000), ehT0Px3KOsy9(chr(1244 - 1196) + chr(111) + '\x32' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1010001 + 0o36) + chr(51) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(50) + chr(0b11111 + 0o27), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\x32' + chr(1672 - 1622), 2528 - 2520), ehT0Px3KOsy9(chr(2011 - 1963) + chr(111) + chr(0b10 + 0o57) + chr(0b11000 + 0o30) + chr(0b1011 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b1101111) + '\066' + chr(0b1011 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(50) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(50) + '\065', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(907 - 856) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(560 - 512) + '\x6f' + '\x32' + chr(0b110111) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(10009 - 9898) + '\x32' + '\x32' + chr(0b10100 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + chr(0b110001) + chr(48) + '\066', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110110) + chr(0b11101 + 0o31), 24779 - 24771), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001111 + 0o40) + chr(2010 - 1961) + '\066' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100111 + 0o10) + '\067' + chr(49), 12625 - 12617), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(1075 - 1022) + chr(0b100000 + 0o26), 43419 - 43411), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + chr(0b110011) + chr(795 - 740) + chr(0b1011 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1724 - 1671) + chr(901 - 853), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(48) + chr(2148 - 2098), ord("\x08")), ehT0Px3KOsy9(chr(206 - 158) + chr(1468 - 1357) + chr(0b110001) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\x31' + '\062' + '\065', 27551 - 27543), ehT0Px3KOsy9('\x30' + chr(2128 - 2017) + '\063' + '\x30' + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11000 + 0o33) + '\x30' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(6759 - 6648) + chr(0b10111 + 0o32) + chr(411 - 362) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b10001 + 0o40) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + chr(790 - 679) + '\063' + chr(0b110010 + 0o2), 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(0b110011) + chr(0b110010) + '\x33', 0b1000), ehT0Px3KOsy9(chr(2193 - 2145) + chr(10895 - 10784) + chr(230 - 181) + chr(0b110000) + '\x32', 24763 - 24755)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(53) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5'), '\144' + chr(5745 - 5644) + '\x63' + chr(111) + chr(100) + '\145')(chr(0b1110101) + '\x74' + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def bTFcxMKbQoFz(oVre8I6UXc3b, e1jVqMSBZ01Y, GR1581dR5rDS): vs33ONgJ01ph = oVre8I6UXc3b.gan_model.critic(e1jVqMSBZ01Y) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xb9P=\xb3J4r^h'), '\144' + '\x65' + '\x63' + chr(111) + chr(2289 - 2189) + '\x65')(chr(7870 - 7753) + chr(0b101110 + 0o106) + chr(8140 - 8038) + '\055' + chr(0b11110 + 0o32)))(vs33ONgJ01ph, GR1581dR5rDS, e1jVqMSBZ01Y)
fastai/fastai
fastai/vision/gan.py
GANLoss.critic
def critic(self, real_pred, input): "Create some `fake_pred` with the generator from `input` and compare them to `real_pred` in `self.loss_funcD`." fake = self.gan_model.generator(input.requires_grad_(False)).requires_grad_(True) fake_pred = self.gan_model.critic(fake) return self.loss_funcC(real_pred, fake_pred)
python
def critic(self, real_pred, input): "Create some `fake_pred` with the generator from `input` and compare them to `real_pred` in `self.loss_funcD`." fake = self.gan_model.generator(input.requires_grad_(False)).requires_grad_(True) fake_pred = self.gan_model.critic(fake) return self.loss_funcC(real_pred, fake_pred)
[ "def", "critic", "(", "self", ",", "real_pred", ",", "input", ")", ":", "fake", "=", "self", ".", "gan_model", ".", "generator", "(", "input", ".", "requires_grad_", "(", "False", ")", ")", ".", "requires_grad_", "(", "True", ")", "fake_pred", "=", "self", ".", "gan_model", ".", "critic", "(", "fake", ")", "return", "self", ".", "loss_funcC", "(", "real_pred", ",", "fake_pred", ")" ]
Create some `fake_pred` with the generator from `input` and compare them to `real_pred` in `self.loss_funcD`.
[ "Create", "some", "fake_pred", "with", "the", "generator", "from", "input", "and", "compare", "them", "to", "real_pred", "in", "self", ".", "loss_funcD", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L66-L70
train
Create some fake_pred with the generator from input and compare them to real_pred in self. loss_funcD.
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(10151 - 10040) + chr(0b110001) + chr(0b110010) + chr(1552 - 1503), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1796 - 1746), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1110 + 0o44) + '\x34' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x33' + chr(1519 - 1464), ord("\x08")), ehT0Px3KOsy9(chr(1967 - 1919) + chr(111) + chr(753 - 703), 8), ehT0Px3KOsy9(chr(672 - 624) + chr(0b1101111) + chr(632 - 581) + chr(50) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1100 + 0o45) + chr(0b110011 + 0o4) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(948 - 900) + chr(0b1101111) + chr(1968 - 1918), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\x35' + '\063', 58651 - 58643), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\x30' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(55) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(737 - 685) + '\062', 59142 - 59134), ehT0Px3KOsy9('\x30' + chr(2903 - 2792) + chr(943 - 894) + '\x35' + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(5601 - 5490) + chr(0b100111 + 0o14) + '\067' + chr(0b101100 + 0o5), 8999 - 8991), ehT0Px3KOsy9(chr(1060 - 1012) + chr(0b1101111) + chr(0b100 + 0o63) + '\x34', 53729 - 53721), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(0b111 + 0o53) + chr(1652 - 1598) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + '\065' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(198 - 147) + '\065' + chr(2247 - 2196), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + chr(1270 - 1221), 37304 - 37296), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + '\x32' + chr(52) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\x31' + '\x30', 46567 - 46559), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\060' + '\x33', 14064 - 14056), ehT0Px3KOsy9('\060' + chr(111) + chr(236 - 187) + chr(1505 - 1453) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + chr(51) + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1000011 + 0o54) + '\x32' + '\066' + '\063', 18306 - 18298), ehT0Px3KOsy9('\060' + '\157' + '\x36' + chr(0b1011 + 0o53), 0o10), ehT0Px3KOsy9(chr(555 - 507) + chr(0b1100111 + 0o10) + '\x31' + chr(0b110111) + chr(54), 45124 - 45116), ehT0Px3KOsy9('\060' + chr(111) + chr(1307 - 1253) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1842 - 1794) + chr(3055 - 2944) + chr(0b11011 + 0o30) + chr(54), 48037 - 48029), ehT0Px3KOsy9(chr(494 - 446) + '\x6f' + '\x33' + chr(1439 - 1390) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(0b101100 + 0o7) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(52) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101100 + 0o5) + chr(0b11 + 0o56) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b111 + 0o55) + chr(1820 - 1769), 33794 - 33786), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b110001) + chr(51) + chr(50), 14602 - 14594), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\x30' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1617 - 1568) + '\063' + chr(316 - 265), 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b110010) + chr(49) + chr(0b10101 + 0o36), 42737 - 42729), ehT0Px3KOsy9('\060' + chr(8082 - 7971) + chr(0b10111 + 0o32) + '\060' + '\061', 8), ehT0Px3KOsy9(chr(1584 - 1536) + chr(111) + '\065' + chr(0b110100), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1000000 + 0o57) + chr(0b110101) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f'), chr(0b1100100) + chr(101) + chr(873 - 774) + chr(0b1001011 + 0o44) + chr(0b100100 + 0o100) + '\x65')(chr(0b1110001 + 0o4) + chr(0b1110100) + '\146' + chr(0b101101) + chr(2617 - 2561)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def C_pwL5xWg19I(oVre8I6UXc3b, K1xqScz2dhbS, Y3jVKaC8LEDU): QWjGOzz6_ug3 = oVre8I6UXc3b.gan_model.generator(Y3jVKaC8LEDU.requires_grad_(ehT0Px3KOsy9('\x30' + '\157' + '\060', ord("\x08")))).requires_grad_(ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(49), 0b1000)) vs33ONgJ01ph = oVre8I6UXc3b.gan_model.critic(QWjGOzz6_ug3) return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'=m\xd0\xec]\xb6\x0fl\x08\xc5'), chr(0b1100 + 0o130) + chr(9369 - 9268) + '\143' + chr(0b1101111) + chr(100) + '\145')(chr(7525 - 7408) + chr(0b110101 + 0o77) + chr(7089 - 6987) + '\x2d' + chr(0b111000)))(K1xqScz2dhbS, vs33ONgJ01ph)
fastai/fastai
fastai/vision/gan.py
GANTrainer.on_train_begin
def on_train_begin(self, **kwargs): "Create the optimizers for the generator and critic if necessary, initialize smootheners." if not getattr(self,'opt_gen',None): self.opt_gen = self.opt.new([nn.Sequential(*flatten_model(self.generator))]) else: self.opt_gen.lr,self.opt_gen.wd = self.opt.lr,self.opt.wd if not getattr(self,'opt_critic',None): self.opt_critic = self.opt.new([nn.Sequential(*flatten_model(self.critic))]) else: self.opt_critic.lr,self.opt_critic.wd = self.opt.lr,self.opt.wd self.gen_mode = self.gen_first self.switch(self.gen_mode) self.closses,self.glosses = [],[] self.smoothenerG,self.smoothenerC = SmoothenValue(self.beta),SmoothenValue(self.beta) #self.recorder.no_val=True self.recorder.add_metric_names(['gen_loss', 'disc_loss']) self.imgs,self.titles = [],[]
python
def on_train_begin(self, **kwargs): "Create the optimizers for the generator and critic if necessary, initialize smootheners." if not getattr(self,'opt_gen',None): self.opt_gen = self.opt.new([nn.Sequential(*flatten_model(self.generator))]) else: self.opt_gen.lr,self.opt_gen.wd = self.opt.lr,self.opt.wd if not getattr(self,'opt_critic',None): self.opt_critic = self.opt.new([nn.Sequential(*flatten_model(self.critic))]) else: self.opt_critic.lr,self.opt_critic.wd = self.opt.lr,self.opt.wd self.gen_mode = self.gen_first self.switch(self.gen_mode) self.closses,self.glosses = [],[] self.smoothenerG,self.smoothenerC = SmoothenValue(self.beta),SmoothenValue(self.beta) #self.recorder.no_val=True self.recorder.add_metric_names(['gen_loss', 'disc_loss']) self.imgs,self.titles = [],[]
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Create the optimizers for the generator and critic if necessary, initialize smootheners.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L90-L104
train
Create the optimizers for the generator and critic if necessary initialize smootheners.
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) + '\062' + '\x36' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(997 - 944) + chr(0b100100 + 0o14), 61275 - 61267), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1100 + 0o46) + chr(0b110101) + '\x34', 58777 - 58769), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\x33', 39309 - 39301), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + '\x34' + chr(1846 - 1795), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + chr(6921 - 6810) + '\x31' + '\x34' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2780 - 2669) + chr(0b110001) + chr(48) + chr(0b110001), 50659 - 50651), ehT0Px3KOsy9(chr(1125 - 1077) + chr(0b1010100 + 0o33) + chr(0b110010) + chr(0b110011) + chr(0b101 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(697 - 649) + chr(11399 - 11288) + chr(49) + chr(55) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(1722 - 1674) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110 + 0o151) + chr(50) + chr(0b100110 + 0o17) + chr(50), 0o10), ehT0Px3KOsy9(chr(1259 - 1211) + '\x6f' + chr(0b101110 + 0o3) + chr(0b100010 + 0o20) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o20) + '\061' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\x32' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1 + 0o61) + chr(2525 - 2474) + '\x31', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b10010 + 0o36) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1011 + 0o50) + chr(0b110001) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(1474 - 1423) + chr(0b110101), 65523 - 65515), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x31' + chr(0b110101) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(54) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(8454 - 8343) + chr(0b110000 + 0o1) + chr(1657 - 1609) + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\x33' + chr(51) + '\x31', 29081 - 29073), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110110) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b111 + 0o52) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1227 - 1116) + chr(1323 - 1274) + chr(48) + chr(0b10011 + 0o43), ord("\x08")), ehT0Px3KOsy9(chr(1551 - 1503) + chr(111) + chr(787 - 737) + chr(52) + chr(0b101011 + 0o14), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10 + 0o61) + '\066' + chr(1289 - 1239), 0o10), ehT0Px3KOsy9(chr(2142 - 2094) + '\157' + chr(2125 - 2075) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\x6f' + chr(49) + '\065' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\061' + '\x35', 8), ehT0Px3KOsy9('\060' + '\157' + chr(256 - 206) + '\065' + chr(0b100100 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x32' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2441 - 2330) + chr(50) + '\x32' + chr(0b10001 + 0o41), 0o10), ehT0Px3KOsy9('\060' + chr(0b100110 + 0o111) + chr(0b101110 + 0o4) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b100101 + 0o22) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(2159 - 2107) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b110101 + 0o72) + chr(2444 - 2393) + chr(1027 - 972) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10110 + 0o35) + '\061' + chr(0b110001), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + '\065' + '\060', 19082 - 19074)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x98'), chr(0b111000 + 0o54) + '\145' + chr(99) + chr(189 - 78) + chr(100) + chr(8200 - 8099))(chr(9482 - 9365) + chr(116) + '\x66' + chr(0b101101) + chr(1257 - 1201)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def hw8LiNM2DL6Z(oVre8I6UXc3b, **M8EIoTs2GJXE): if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x18\xd8\\\x04l\x0b'), '\144' + chr(0b1100101) + '\143' + '\x6f' + chr(0b100101 + 0o77) + '\145')('\x75' + chr(116) + '\x66' + chr(0b101101) + chr(56)), None): oVre8I6UXc3b.F3A_kfdgQg5H = oVre8I6UXc3b.opt.new([YGzaUG18aF1F.Sequential(*uLWIHSE_KXuh(oVre8I6UXc3b.generator))]) else: (oVre8I6UXc3b.opt_gen.Zzs55KO_HKfp, oVre8I6UXc3b.opt_gen.LTzJV4d64B_7) = (oVre8I6UXc3b.opt.Zzs55KO_HKfp, oVre8I6UXc3b.opt.LTzJV4d64B_7) if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9\x18\xd8\\\x00{\x0c5\xf0\x19'), '\x64' + chr(3951 - 3850) + chr(2738 - 2639) + chr(111) + chr(100) + chr(0b1011010 + 0o13))(chr(3560 - 3443) + chr(0b1110100) + chr(0b1011111 + 0o7) + '\055' + '\x38'), None): oVre8I6UXc3b.piUwMmUoPQaM = oVre8I6UXc3b.opt.new([YGzaUG18aF1F.Sequential(*uLWIHSE_KXuh(oVre8I6UXc3b.critic))]) else: (oVre8I6UXc3b.opt_critic.Zzs55KO_HKfp, oVre8I6UXc3b.opt_critic.LTzJV4d64B_7) = (oVre8I6UXc3b.opt.Zzs55KO_HKfp, oVre8I6UXc3b.opt.LTzJV4d64B_7) oVre8I6UXc3b.P5vJs78Pq5aE = oVre8I6UXc3b.gen_first xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x1f\xc5w\x00a'), chr(0b1011101 + 0o7) + chr(7860 - 7759) + '\143' + chr(0b11101 + 0o122) + chr(100) + '\x65')(chr(3253 - 3136) + chr(0b111000 + 0o74) + '\146' + chr(0b1101 + 0o40) + chr(2568 - 2512)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6]\xdaI\x10>]\x11\xe8O\xe6\xef'), chr(100) + chr(0b1100101) + '\143' + chr(111) + chr(0b101111 + 0o65) + '\x65')(chr(2733 - 2616) + '\164' + '\146' + chr(0b101101) + chr(0b111000)))) (oVre8I6UXc3b.Ce0yBhmr5Mlg, oVre8I6UXc3b.AV9YLB_AXoN5) = ([], []) (oVre8I6UXc3b.FEwllgdY_CSm, oVre8I6UXc3b.MIJ_GvUjD2hs) = (UWRZAxdU11yR(oVre8I6UXc3b.FjcovgoHM1LG), UWRZAxdU11yR(oVre8I6UXc3b.FjcovgoHM1LG)) xafqLlk3kkUe(oVre8I6UXc3b.recorder, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd7\x0c\xc8\\\x0el\x113\xf0\x19\xd8\xc40\xe2\xb1\xea'), chr(100) + chr(6340 - 6239) + chr(0b1000000 + 0o43) + chr(0b110001 + 0o76) + '\x64' + chr(0b110010 + 0o63))(chr(0b1110101) + chr(116) + chr(102) + chr(0b101101) + chr(56)))([xafqLlk3kkUe(SXOLrMavuUCe(b'\xd1\r\xc2\\\x0ff\x162'), chr(0b100000 + 0o104) + '\x65' + chr(0b1100011) + chr(0b1101111) + '\144' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101000 + 0o5) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2\x01\xdf`<e\n2\xea'), chr(8236 - 8136) + chr(0b1100101) + chr(99) + chr(6838 - 6727) + chr(100) + '\145')(chr(0b1010010 + 0o43) + '\164' + chr(102) + chr(0b1110 + 0o37) + chr(56))]) (oVre8I6UXc3b.wDUPQjwY6JPV, oVre8I6UXc3b.EK34nljFORFY) = ([], [])
fastai/fastai
fastai/vision/gan.py
GANTrainer.on_batch_begin
def on_batch_begin(self, last_input, last_target, **kwargs): "Clamp the weights with `self.clip` if it's not None, return the correct input." if self.clip is not None: for p in self.critic.parameters(): p.data.clamp_(-self.clip, self.clip) return {'last_input':last_input,'last_target':last_target} if self.gen_mode else {'last_input':last_target,'last_target':last_input}
python
def on_batch_begin(self, last_input, last_target, **kwargs): "Clamp the weights with `self.clip` if it's not None, return the correct input." if self.clip is not None: for p in self.critic.parameters(): p.data.clamp_(-self.clip, self.clip) return {'last_input':last_input,'last_target':last_target} if self.gen_mode else {'last_input':last_target,'last_target':last_input}
[ "def", "on_batch_begin", "(", "self", ",", "last_input", ",", "last_target", ",", "*", "*", "kwargs", ")", ":", "if", "self", ".", "clip", "is", "not", "None", ":", "for", "p", "in", "self", ".", "critic", ".", "parameters", "(", ")", ":", "p", ".", "data", ".", "clamp_", "(", "-", "self", ".", "clip", ",", "self", ".", "clip", ")", "return", "{", "'last_input'", ":", "last_input", ",", "'last_target'", ":", "last_target", "}", "if", "self", ".", "gen_mode", "else", "{", "'last_input'", ":", "last_target", ",", "'last_target'", ":", "last_input", "}" ]
Clamp the weights with `self.clip` if it's not None, return the correct input.
[ "Clamp", "the", "weights", "with", "self", ".", "clip", "if", "it", "s", "not", "None", "return", "the", "correct", "input", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L110-L114
train
Clamp the weights with self. clip if it s not None return the correct 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(chr(0b101101 + 0o3) + '\157' + '\x31' + chr(654 - 601) + '\x32', 34286 - 34278), ehT0Px3KOsy9('\060' + chr(7091 - 6980) + chr(49) + chr(0b110000 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(1084 - 1036) + '\157' + chr(892 - 841) + chr(0b110111) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(49) + '\066' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(1506 - 1456) + chr(51) + chr(636 - 587), 30172 - 30164), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + '\061', 34051 - 34043), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(53) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1609 - 1558) + chr(334 - 283) + '\064', 43918 - 43910), ehT0Px3KOsy9(chr(959 - 911) + chr(111) + chr(0b110011) + chr(55) + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(5426 - 5315) + '\x32' + chr(472 - 424) + chr(2509 - 2457), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b100001 + 0o20) + chr(54), 0o10), ehT0Px3KOsy9(chr(1455 - 1407) + chr(111) + chr(51) + chr(51) + '\064', 8), ehT0Px3KOsy9(chr(622 - 574) + chr(0b1101111) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(969 - 917) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10001 + 0o42) + chr(54) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + '\x35' + '\067', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b11101 + 0o122) + '\x31' + chr(0b110000) + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\066' + chr(1287 - 1234), 39219 - 39211), ehT0Px3KOsy9(chr(541 - 493) + chr(0b1101111) + chr(50) + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9(chr(60 - 12) + chr(111) + chr(50) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(730 - 675) + chr(2156 - 2108), 28517 - 28509), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\066' + chr(0b110100), 31897 - 31889), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(49) + chr(2442 - 2388), 8), ehT0Px3KOsy9(chr(2004 - 1956) + chr(0b1101111) + chr(2583 - 2529), 42015 - 42007), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(522 - 474), 8), ehT0Px3KOsy9('\060' + chr(11881 - 11770) + '\066' + chr(0b110011), 1581 - 1573), ehT0Px3KOsy9(chr(945 - 897) + '\157' + chr(0b101010 + 0o10) + chr(1651 - 1599), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\060' + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(2412 - 2361) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b1110 + 0o45) + chr(54) + chr(0b101100 + 0o11), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(1204 - 1156) + '\x34', 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b111011 + 0o64) + '\x31' + '\x30' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b110101 + 0o72) + '\061' + '\061' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(2360 - 2309), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\x6f' + '\x31' + chr(0b110101) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100010 + 0o20) + '\x34' + '\062', 26359 - 26351), ehT0Px3KOsy9(chr(48) + chr(8368 - 8257) + chr(49) + chr(2874 - 2819) + chr(0b110111), 32451 - 32443), ehT0Px3KOsy9(chr(673 - 625) + '\157' + '\062' + chr(51) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(53), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'D'), '\x64' + '\145' + '\x63' + chr(9542 - 9431) + '\144' + chr(5091 - 4990))(chr(0b1 + 0o164) + chr(4068 - 3952) + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def FN4uJEpa4l30(oVre8I6UXc3b, LYOyd0hcCOaj, o8K9h1oaA7VZ, **M8EIoTs2GJXE): if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\td\x92\x05'), chr(0b1011101 + 0o7) + chr(7620 - 7519) + chr(0b111011 + 0o50) + chr(111) + chr(100) + '\145')(chr(4403 - 4286) + chr(116) + chr(0b10111 + 0o117) + chr(0b101101) + chr(56))) is not None: for UyakMW2IMFEj in xafqLlk3kkUe(oVre8I6UXc3b.critic, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1ai\x89\x14\xf4T\xdb\xb9\x89\xf7'), '\144' + chr(0b100001 + 0o104) + chr(6439 - 6340) + chr(0b1101111) + chr(0b110100 + 0o60) + chr(0b1010001 + 0o24))('\165' + chr(5797 - 5681) + '\146' + '\055' + chr(56)))(): xafqLlk3kkUe(UyakMW2IMFEj.data, xafqLlk3kkUe(SXOLrMavuUCe(b'\td\x9a\x18\xe9n'), chr(100) + '\145' + chr(1861 - 1762) + '\157' + chr(4753 - 4653) + '\x65')(chr(0b1110101) + chr(0b11110 + 0o126) + '\146' + '\x2d' + chr(2578 - 2522)))(-xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\td\x92\x05'), chr(0b1100100) + chr(101) + '\x63' + chr(0b101110 + 0o101) + chr(3383 - 3283) + chr(6203 - 6102))(chr(117) + chr(116) + chr(102) + chr(311 - 266) + chr(0b110000 + 0o10))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\td\x92\x05'), '\144' + chr(0b1010100 + 0o21) + chr(0b1001010 + 0o31) + '\157' + chr(0b1011010 + 0o12) + '\145')(chr(0b1010001 + 0o44) + chr(116) + chr(5980 - 5878) + chr(45) + chr(193 - 137)))) return {xafqLlk3kkUe(SXOLrMavuUCe(b'\x06i\x88\x01\xc6X\xc1\xac\x8e\xf0'), chr(3646 - 3546) + chr(1178 - 1077) + '\x63' + '\157' + chr(0b1100100) + chr(101))(chr(0b110000 + 0o105) + chr(0b1011001 + 0o33) + '\146' + chr(45) + '\x38'): LYOyd0hcCOaj, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06i\x88\x01\xc6E\xce\xae\x9c\xe1:'), chr(2934 - 2834) + '\145' + chr(0b1001010 + 0o31) + chr(0b1101111) + chr(0b1100100) + chr(366 - 265))('\165' + chr(6742 - 6626) + '\146' + chr(595 - 550) + '\x38'): o8K9h1oaA7VZ} if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b':=\x8d?\xea\x06\x97\x8c\x8a\xb1/\x99'), chr(8204 - 8104) + chr(101) + chr(0b10101 + 0o116) + chr(0b1101111) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100 + 0o132) + '\055' + '\x38')) else {xafqLlk3kkUe(SXOLrMavuUCe(b'\x06i\x88\x01\xc6X\xc1\xac\x8e\xf0'), chr(100) + '\x65' + chr(99) + chr(0b1110 + 0o141) + chr(0b1100100) + chr(0b110111 + 0o56))(chr(117) + '\x74' + '\146' + '\055' + chr(56)): o8K9h1oaA7VZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06i\x88\x01\xc6E\xce\xae\x9c\xe1:'), chr(0b100100 + 0o100) + '\145' + chr(7629 - 7530) + chr(0b1101111) + chr(100) + chr(2163 - 2062))(chr(593 - 476) + chr(1948 - 1832) + chr(0b1100110) + chr(1441 - 1396) + chr(56)): LYOyd0hcCOaj}
fastai/fastai
fastai/vision/gan.py
GANTrainer.on_backward_begin
def on_backward_begin(self, last_loss, last_output, **kwargs): "Record `last_loss` in the proper list." last_loss = last_loss.detach().cpu() if self.gen_mode: self.smoothenerG.add_value(last_loss) self.glosses.append(self.smoothenerG.smooth) self.last_gen = last_output.detach().cpu() else: self.smoothenerC.add_value(last_loss) self.closses.append(self.smoothenerC.smooth)
python
def on_backward_begin(self, last_loss, last_output, **kwargs): "Record `last_loss` in the proper list." last_loss = last_loss.detach().cpu() if self.gen_mode: self.smoothenerG.add_value(last_loss) self.glosses.append(self.smoothenerG.smooth) self.last_gen = last_output.detach().cpu() else: self.smoothenerC.add_value(last_loss) self.closses.append(self.smoothenerC.smooth)
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Record `last_loss` in the proper list.
[ "Record", "last_loss", "in", "the", "proper", "list", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L116-L125
train
Record last_loss in the proper list.
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' + '\x37' + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(601 - 550) + chr(0b100111 + 0o13) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + chr(51) + chr(52) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b11110 + 0o121) + chr(0b110010) + '\064' + chr(0b110111), 56641 - 56633), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(9387 - 9276) + chr(0b11110 + 0o23) + chr(2084 - 2036) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(11910 - 11799) + '\x31' + chr(48) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(1391 - 1343) + '\x6f' + chr(0b110110) + chr(750 - 700), 0o10), ehT0Px3KOsy9(chr(1791 - 1743) + chr(111) + chr(0b110011) + chr(2227 - 2174) + chr(2732 - 2679), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b11011 + 0o33) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o10) + chr(909 - 859), 18513 - 18505), ehT0Px3KOsy9(chr(48) + chr(3899 - 3788) + '\060', 0o10), ehT0Px3KOsy9(chr(336 - 288) + chr(786 - 675) + chr(759 - 710) + '\067' + chr(49), 15245 - 15237), ehT0Px3KOsy9(chr(107 - 59) + chr(8656 - 8545) + chr(49) + chr(0b110110) + '\062', 56633 - 56625), ehT0Px3KOsy9('\x30' + '\157' + chr(426 - 377) + chr(49) + '\x30', 17065 - 17057), ehT0Px3KOsy9(chr(1146 - 1098) + '\x6f' + chr(1485 - 1434) + chr(464 - 412) + chr(2614 - 2562), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(50) + chr(0b110111) + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(48) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(0b1110 + 0o43) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100111 + 0o12) + chr(990 - 940) + chr(2794 - 2741), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o61) + chr(54) + chr(1194 - 1139), 21832 - 21824), ehT0Px3KOsy9('\x30' + chr(111) + chr(1982 - 1931) + '\x36' + chr(49), 55508 - 55500), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110100) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\x33' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11236 - 11125) + '\061' + chr(0b11010 + 0o35) + chr(1287 - 1239), 52885 - 52877), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1330 - 1281) + chr(0b110111) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + chr(0b10110 + 0o33) + '\062' + '\064', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b1111 + 0o42) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(571 - 523) + chr(0b111010 + 0o65) + chr(0b110010) + chr(58 - 9) + chr(0b110010 + 0o0), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110111) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + chr(49) + '\x37' + '\064', 14767 - 14759), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + '\063' + chr(0b10 + 0o57) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(55) + '\060', 8), ehT0Px3KOsy9(chr(231 - 183) + chr(4060 - 3949) + chr(51) + chr(0b10000 + 0o43) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(0b110011) + chr(51) + chr(2079 - 2025), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b110010) + '\061' + chr(50), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\x35' + chr(0b110111), 32188 - 32180), ehT0Px3KOsy9(chr(2267 - 2219) + chr(0b1101111) + chr(51) + '\x31' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b110111) + '\065', 64251 - 64243), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b100 + 0o153) + '\x33' + chr(0b110000 + 0o2) + chr(0b1011 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11417 - 11306) + chr(0b110011) + '\065' + chr(50), 65484 - 65476)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(2243 - 2190) + chr(0b1111 + 0o41), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), chr(9227 - 9127) + chr(2199 - 2098) + chr(0b1101 + 0o126) + chr(0b101001 + 0o106) + chr(0b10101 + 0o117) + chr(0b101011 + 0o72))('\165' + chr(116) + chr(102) + chr(0b101101) + chr(0b10001 + 0o47)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def D0PVb4bENbko(oVre8I6UXc3b, tCvlqDxqdKGd, zKzN_igjG16S, **M8EIoTs2GJXE): tCvlqDxqdKGd = tCvlqDxqdKGd.detach().cpu() if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'h\xe1\x91\xed4s\n\xbd\x04?a<'), chr(100) + chr(0b1000110 + 0o37) + '\143' + '\157' + '\144' + '\x65')('\x75' + '\x74' + chr(0b110001 + 0o65) + '\055' + '\070')): xafqLlk3kkUe(oVre8I6UXc3b.smoothenerG, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xb0\x83\xf81%^\x98\x10'), '\x64' + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b101001 + 0o114) + '\x74' + chr(4071 - 3969) + chr(45) + chr(0b111000)))(tCvlqDxqdKGd) xafqLlk3kkUe(oVre8I6UXc3b.glosses, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xa4\x97\xc2) '), chr(100) + chr(0b1100011 + 0o2) + chr(99) + chr(0b10111 + 0o130) + '\x64' + chr(0b1110 + 0o127))('\165' + chr(2302 - 2186) + '\x66' + chr(0b101101) + chr(0b110000 + 0o10)))(xafqLlk3kkUe(oVre8I6UXc3b.smoothenerG, xafqLlk3kkUe(SXOLrMavuUCe(b'A\x99\x80\xffu4Y\xa4F~H\x18'), chr(0b111011 + 0o51) + chr(4239 - 4138) + '\143' + chr(111) + chr(0b1010001 + 0o23) + chr(0b1100100 + 0o1))('\165' + chr(116) + '\x66' + '\x2d' + chr(0b111000)))) oVre8I6UXc3b.Hd3x0Kt5WALN = zKzN_igjG16S.detach().cpu() else: xafqLlk3kkUe(oVre8I6UXc3b.smoothenerC, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xb0\x83\xf81%^\x98\x10'), '\x64' + '\x65' + chr(2550 - 2451) + chr(0b1101111) + '\x64' + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + '\055' + '\x38'))(tCvlqDxqdKGd) xafqLlk3kkUe(oVre8I6UXc3b.closses, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\xa4\x97\xc2) '), '\x64' + chr(101) + '\143' + '\157' + chr(100) + '\145')(chr(0b1110101) + chr(4366 - 4250) + chr(6471 - 6369) + '\x2d' + chr(1119 - 1063)))(xafqLlk3kkUe(oVre8I6UXc3b.smoothenerC, xafqLlk3kkUe(SXOLrMavuUCe(b'A\x99\x80\xffu4Y\xa4F~H\x18'), '\x64' + chr(101) + chr(99) + '\157' + '\144' + '\145')(chr(1111 - 994) + chr(2314 - 2198) + '\x66' + chr(0b101101) + '\070')))
fastai/fastai
fastai/vision/gan.py
GANTrainer.on_epoch_end
def on_epoch_end(self, pbar, epoch, last_metrics, **kwargs): "Put the various losses in the recorder and show a sample image." if not hasattr(self, 'last_gen') or not self.show_img: return data = self.learn.data img = self.last_gen[0] norm = getattr(data,'norm',False) if norm and norm.keywords.get('do_y',False): img = data.denorm(img) img = data.train_ds.y.reconstruct(img) self.imgs.append(img) self.titles.append(f'Epoch {epoch}') pbar.show_imgs(self.imgs, self.titles) return add_metrics(last_metrics, [getattr(self.smoothenerG,'smooth',None),getattr(self.smoothenerC,'smooth',None)])
python
def on_epoch_end(self, pbar, epoch, last_metrics, **kwargs): "Put the various losses in the recorder and show a sample image." if not hasattr(self, 'last_gen') or not self.show_img: return data = self.learn.data img = self.last_gen[0] norm = getattr(data,'norm',False) if norm and norm.keywords.get('do_y',False): img = data.denorm(img) img = data.train_ds.y.reconstruct(img) self.imgs.append(img) self.titles.append(f'Epoch {epoch}') pbar.show_imgs(self.imgs, self.titles) return add_metrics(last_metrics, [getattr(self.smoothenerG,'smooth',None),getattr(self.smoothenerC,'smooth',None)])
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Put the various losses in the recorder and show a sample image.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L131-L142
train
Put the various losses in the recorder and show a sample image.
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1571) + chr(0b1010011 + 0o34) + '\x33' + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(53) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110111) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11001 + 0o32) + chr(49) + chr(0b100010 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(0b110000) + '\065', 0b1000), ehT0Px3KOsy9(chr(1433 - 1385) + chr(9790 - 9679) + chr(0b110010) + '\064' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b11100 + 0o26) + '\066' + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(671 - 560) + '\x31' + '\x31' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(10363 - 10252) + '\062' + chr(0b110011) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + chr(49) + chr(0b110001) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001001 + 0o46) + chr(0b101100 + 0o13) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b100100 + 0o16) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b1010 + 0o54) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001000 + 0o47) + '\061' + chr(0b110010) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1310 - 1260) + '\x33' + chr(2181 - 2133), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\061' + chr(0b110010), 4809 - 4801), ehT0Px3KOsy9('\x30' + chr(12302 - 12191) + '\x32' + chr(0b110010) + chr(0b11000 + 0o31), 0o10), ehT0Px3KOsy9(chr(1304 - 1256) + chr(111) + '\063' + '\x36' + chr(0b11101 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(851 - 801) + chr(2262 - 2207) + chr(0b10111 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110011) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(151 - 100) + chr(0b110010) + chr(0b110010 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(1555 - 1507) + chr(11353 - 11242) + chr(1738 - 1688) + chr(0b110101 + 0o2) + '\062', 58083 - 58075), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2529 - 2478) + chr(54), 47536 - 47528), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\065' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110101) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(51) + chr(0b110011) + chr(0b110111), 37025 - 37017), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(1184 - 1129) + chr(0b11100 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(2185 - 2137) + chr(0b10 + 0o155) + chr(0b11001 + 0o30) + '\061' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(6106 - 5995) + '\x32' + '\x36' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(2392 - 2342) + chr(51) + chr(0b101010 + 0o15), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(952 - 901), 0o10), ehT0Px3KOsy9(chr(766 - 718) + chr(111) + chr(50) + chr(0b110110) + chr(0b101110 + 0o5), 0o10), ehT0Px3KOsy9(chr(1312 - 1264) + '\x6f' + '\x32' + '\061' + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(670 - 620) + chr(0b110111) + chr(0b110010), 8), ehT0Px3KOsy9(chr(2058 - 2010) + '\157' + chr(0b110011) + '\061' + chr(1091 - 1037), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11001 + 0o34) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10341 - 10230) + '\x32' + '\065' + chr(0b100010 + 0o16), 20582 - 20574), ehT0Px3KOsy9('\060' + chr(8959 - 8848) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(465 - 354) + '\063' + chr(0b110111) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1 + 0o156) + chr(0b110011 + 0o3) + chr(0b110010), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1165 - 1112) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5'), chr(100) + '\x65' + '\x63' + chr(0b1010 + 0o145) + chr(8646 - 8546) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def SQOyZyL5d6nN(oVre8I6UXc3b, IU1B1de_insx, LWTVW06OsTjl, vj7v6alGA3el, **M8EIoTs2GJXE): if not lot1PSoAwYhj(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\x8fI\xbd\x9a\xc5\xd7!'), chr(3458 - 3358) + '\145' + '\143' + chr(0b1101111) + chr(0b11000 + 0o114) + chr(0b11 + 0o142))('\165' + '\164' + chr(0b1100110) + chr(0b1011 + 0o42) + chr(56))) or not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\x86U\xbe\x9a\xcb\xdf('), chr(0b10000 + 0o124) + chr(0b1000 + 0o135) + chr(0b101110 + 0o65) + chr(0b100111 + 0o110) + chr(0b111 + 0o135) + chr(5447 - 5346))('\x75' + '\164' + chr(5652 - 5550) + chr(0b10010 + 0o33) + '\x38')): return ULnjp6D6efFH = oVre8I6UXc3b.learn.ULnjp6D6efFH s63jeLEbd8fs = oVre8I6UXc3b.Hd3x0Kt5WALN[ehT0Px3KOsy9(chr(48) + chr(0b111111 + 0o60) + '\x30', 8)] eTOwOXrckQns = xafqLlk3kkUe(ULnjp6D6efFH, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\x81H\xa4'), chr(100) + '\x65' + chr(7131 - 7032) + chr(111) + '\144' + chr(101))(chr(0b1010101 + 0o40) + chr(116) + chr(102) + chr(564 - 519) + chr(0b111000)), ehT0Px3KOsy9('\x30' + chr(0b1000000 + 0o57) + chr(48), 8)) if eTOwOXrckQns and xafqLlk3kkUe(eTOwOXrckQns.keywords, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\x8bN'), '\x64' + '\x65' + chr(0b1001111 + 0o24) + '\157' + '\144' + chr(0b111100 + 0o51))(chr(0b10101 + 0o140) + '\x74' + chr(5897 - 5795) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x81e\xb0'), '\x64' + chr(0b1010001 + 0o24) + '\143' + '\x6f' + chr(1302 - 1202) + chr(0b1100101))(chr(0b1100 + 0o151) + chr(116) + chr(7223 - 7121) + chr(0b101101) + chr(1509 - 1453)), ehT0Px3KOsy9(chr(197 - 149) + '\157' + '\x30', 8)): s63jeLEbd8fs = ULnjp6D6efFH.denorm(s63jeLEbd8fs) s63jeLEbd8fs = ULnjp6D6efFH.train_ds.y.reconstruct(s63jeLEbd8fs) xafqLlk3kkUe(oVre8I6UXc3b.imgs, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\x9eJ\xac\xab\xc6'), '\144' + '\x65' + chr(0b1001010 + 0o31) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(117) + chr(3887 - 3771) + chr(3151 - 3049) + chr(1386 - 1341) + chr(0b100000 + 0o30)))(s63jeLEbd8fs) xafqLlk3kkUe(oVre8I6UXc3b.titles, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\x9eJ\xac\xab\xc6'), '\x64' + chr(0b1100101) + chr(8236 - 8137) + chr(0b110000 + 0o77) + chr(100) + '\145')(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(1090 - 1045) + '\070'))(f'Epoch {LWTVW06OsTjl}') xafqLlk3kkUe(IU1B1de_insx, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\x86U\xbe\x9a\xcb\xdf(\xec'), chr(0b1100100) + chr(101) + chr(4837 - 4738) + '\157' + chr(100) + chr(0b1011 + 0o132))(chr(0b1110101) + chr(0b1001011 + 0o51) + chr(7815 - 7713) + chr(0b1000 + 0o45) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9c\xaao\x99\x94\xc8\xc5\x16\xa9\x01kA'), '\x64' + chr(0b1100011 + 0o2) + chr(0b1100011) + '\157' + chr(4111 - 4011) + chr(8274 - 8173))('\165' + '\x74' + '\146' + chr(1625 - 1580) + chr(0b111000))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\xa5\t\xfd\xab\xce\xd8\t\xd0\x19}N'), '\144' + chr(101) + chr(0b1100011) + chr(0b101001 + 0o106) + chr(0b1100100) + chr(101))(chr(117) + chr(6545 - 6429) + '\146' + '\x2d' + '\x38'))) return UXmrFBK0LJxG(vj7v6alGA3el, [xafqLlk3kkUe(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad\xabM\xa5\xa9\xc5\xd6\x16\xc0\x08hz'), chr(0b1001001 + 0o33) + '\x65' + '\143' + '\157' + chr(0b1100100) + chr(0b101110 + 0o67))(chr(0b1011111 + 0o26) + chr(6078 - 5962) + chr(0b10110 + 0o120) + chr(0b100 + 0o51) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\x83U\xa6\xb1\xca'), chr(0b1000010 + 0o42) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1001101 + 0o30))('\165' + chr(116) + chr(102) + chr(901 - 856) + chr(56)), None), xafqLlk3kkUe(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\xa7p\x96\x82\xd4\xe7%\xdbySd'), '\144' + '\145' + '\x63' + chr(3872 - 3761) + chr(100) + chr(0b1001101 + 0o30))('\165' + chr(116) + '\x66' + chr(1176 - 1131) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\x83U\xa6\xb1\xca'), chr(0b11100 + 0o110) + chr(101) + chr(0b1100011) + chr(111) + chr(0b1100 + 0o130) + chr(101))(chr(8618 - 8501) + chr(0b11001 + 0o133) + '\146' + '\x2d' + '\070'), None)])
fastai/fastai
fastai/vision/gan.py
GANTrainer.switch
def switch(self, gen_mode:bool=None): "Switch the model, if `gen_mode` is provided, in the desired mode." self.gen_mode = (not self.gen_mode) if gen_mode is None else gen_mode self.opt.opt = self.opt_gen.opt if self.gen_mode else self.opt_critic.opt self._set_trainable() self.model.switch(gen_mode) self.loss_func.switch(gen_mode)
python
def switch(self, gen_mode:bool=None): "Switch the model, if `gen_mode` is provided, in the desired mode." self.gen_mode = (not self.gen_mode) if gen_mode is None else gen_mode self.opt.opt = self.opt_gen.opt if self.gen_mode else self.opt_critic.opt self._set_trainable() self.model.switch(gen_mode) self.loss_func.switch(gen_mode)
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Switch the model, if `gen_mode` is provided, in the desired mode.
[ "Switch", "the", "model", "if", "gen_mode", "is", "provided", "in", "the", "desired", "mode", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L144-L150
train
Switch the model if gen_mode is provided in the desired mode.
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(49) + chr(0b110010) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(53) + chr(0b11010 + 0o31), 27456 - 27448), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b100111 + 0o11) + chr(50), 21381 - 21373), ehT0Px3KOsy9(chr(1223 - 1175) + chr(7325 - 7214) + chr(0b110010) + chr(0b1010 + 0o47) + '\064', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11101 + 0o26) + '\x34' + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1017 - 968) + chr(0b110001) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(54) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(9376 - 9265) + chr(0b10000 + 0o43) + '\066' + chr(2575 - 2524), 38917 - 38909), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(50) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(5021 - 4910) + chr(0b110001) + chr(0b110000) + chr(0b11 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + '\061' + '\066' + chr(1591 - 1538), 35496 - 35488), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(2476 - 2422) + chr(0b11011 + 0o32), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + '\x32' + chr(953 - 904) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(0b11 + 0o60) + '\x32' + chr(50), 64088 - 64080), ehT0Px3KOsy9(chr(2249 - 2201) + chr(111) + chr(2570 - 2519), 0b1000), ehT0Px3KOsy9(chr(581 - 533) + chr(111) + chr(0b100011 + 0o24) + '\066', 46225 - 46217), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(3280 - 3169) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(4513 - 4402) + '\063' + chr(0b1010 + 0o52) + chr(1271 - 1220), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\064' + chr(0b101111 + 0o10), 0o10), ehT0Px3KOsy9(chr(113 - 65) + chr(11138 - 11027) + '\061' + '\067' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\x36' + chr(0b110110), 37771 - 37763), ehT0Px3KOsy9(chr(1846 - 1798) + '\x6f' + chr(0b110001) + chr(48) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(2096 - 2048) + '\x6f' + chr(0b110001) + '\x36' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(4005 - 3894) + '\061' + chr(0b101011 + 0o14), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(52) + chr(0b100100 + 0o15), 37316 - 37308), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b11011 + 0o34) + chr(1198 - 1145), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(3683 - 3572) + '\x31' + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\063' + chr(0b110010) + chr(0b1000 + 0o54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b1101 + 0o46) + chr(0b11011 + 0o30), 0o10), ehT0Px3KOsy9(chr(863 - 815) + chr(111) + '\062' + chr(0b11001 + 0o35) + '\066', 45106 - 45098), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + chr(0b101 + 0o55) + chr(0b101010 + 0o11) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(0b10 + 0o61) + chr(0b110101) + chr(1993 - 1939), 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b11101 + 0o25) + chr(48) + chr(1166 - 1116), 0b1000), ehT0Px3KOsy9('\060' + chr(4842 - 4731) + chr(0b100101 + 0o15) + chr(900 - 848) + '\x34', 28229 - 28221), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + '\061', 35334 - 35326), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\060' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(50) + '\x36' + '\x36', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(50) + chr(1535 - 1480), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9060 - 8949) + '\066' + chr(0b110001 + 0o1), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(12207 - 12096) + '\x35' + '\x30', 20213 - 20205)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'~'), chr(0b111011 + 0o51) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b111010 + 0o52) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def GkrBTAdgX8F6(oVre8I6UXc3b, P5vJs78Pq5aE=None): oVre8I6UXc3b.P5vJs78Pq5aE = not oVre8I6UXc3b.P5vJs78Pq5aE if P5vJs78Pq5aE is None else P5vJs78Pq5aE oVre8I6UXc3b.opt.PFDxXM_vbSsA = oVre8I6UXc3b.opt_gen.PFDxXM_vbSsA if oVre8I6UXc3b.P5vJs78Pq5aE else oVre8I6UXc3b.opt_critic.PFDxXM_vbSsA xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x0f\xd8\xa7\xf8\xbe?\x83\x92=+\x14\xd7\xe1\xb7'), chr(0b1010100 + 0o20) + '\x65' + chr(0b1100011) + chr(0b100110 + 0o111) + chr(0b101001 + 0o73) + chr(9390 - 9289))(chr(0b1110101) + chr(0b1110100) + chr(0b1011100 + 0o12) + chr(0b100011 + 0o12) + chr(0b111000)))() xafqLlk3kkUe(oVre8I6UXc3b.model, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xdc\xab\xf8\x82#'), chr(8247 - 8147) + chr(0b1010101 + 0o20) + chr(99) + chr(0b1100011 + 0o14) + '\x64' + chr(0b1001101 + 0o30))('\x75' + chr(8101 - 7985) + '\146' + chr(45) + chr(56)))(P5vJs78Pq5aE) xafqLlk3kkUe(oVre8I6UXc3b.loss_func, xafqLlk3kkUe(SXOLrMavuUCe(b'#\xdc\xab\xf8\x82#'), chr(0b1100100) + '\145' + '\x63' + '\x6f' + chr(4255 - 4155) + '\x65')(chr(117) + '\x74' + '\x66' + chr(0b101101) + '\070'))(P5vJs78Pq5aE)
fastai/fastai
fastai/vision/gan.py
FixedGANSwitcher.on_batch_end
def on_batch_end(self, iteration, **kwargs): "Switch the model if necessary." if self.learn.gan_trainer.gen_mode: self.n_g += 1 n_iter,n_in,n_out = self.n_gen,self.n_c,self.n_g else: self.n_c += 1 n_iter,n_in,n_out = self.n_crit,self.n_g,self.n_c target = n_iter if isinstance(n_iter, int) else n_iter(n_in) if target == n_out: self.learn.gan_trainer.switch() self.n_c,self.n_g = 0,0
python
def on_batch_end(self, iteration, **kwargs): "Switch the model if necessary." if self.learn.gan_trainer.gen_mode: self.n_g += 1 n_iter,n_in,n_out = self.n_gen,self.n_c,self.n_g else: self.n_c += 1 n_iter,n_in,n_out = self.n_crit,self.n_g,self.n_c target = n_iter if isinstance(n_iter, int) else n_iter(n_in) if target == n_out: self.learn.gan_trainer.switch() self.n_c,self.n_g = 0,0
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Switch the model if necessary.
[ "Switch", "the", "model", "if", "necessary", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L162-L173
train
Switch the model if necessary.
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(0b10110 + 0o131) + chr(51) + chr(0b110010) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\x35', 29369 - 29361), ehT0Px3KOsy9(chr(116 - 68) + chr(0b111010 + 0o65) + chr(50) + '\x35' + chr(0b101001 + 0o12), 41045 - 41037), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(53) + chr(0b101101 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + chr(55) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(699 - 651) + chr(1695 - 1643), 0o10), ehT0Px3KOsy9(chr(1814 - 1766) + '\157' + chr(2152 - 2101) + '\067' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(2202 - 2150) + chr(0b10001 + 0o46), 0b1000), ehT0Px3KOsy9('\x30' + chr(4093 - 3982) + '\x31' + chr(0b101001 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + '\x33' + chr(52) + chr(51), 49119 - 49111), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(2734 - 2679) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(950 - 902) + '\x6f' + chr(54) + chr(0b11000 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2396 - 2285) + chr(1092 - 1041) + chr(0b110110) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(413 - 302) + chr(1661 - 1610) + chr(0b110101) + chr(0b110010), 50212 - 50204), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\x31' + chr(48), 15453 - 15445), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(52) + '\062', 0o10), ehT0Px3KOsy9(chr(2264 - 2216) + '\157' + chr(0b110101) + chr(1546 - 1496), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x37' + chr(0b110100), 38806 - 38798), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(1033 - 984) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + chr(0b11110 + 0o25) + chr(55) + '\x35', 41652 - 41644), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10011 + 0o36) + chr(0b1010 + 0o55) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1432 - 1377) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\x32' + chr(52) + chr(52), 151 - 143), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\064' + chr(54), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110011) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100000 + 0o21) + chr(48) + '\x35', 0o10), ehT0Px3KOsy9(chr(209 - 161) + chr(1508 - 1397) + '\x32' + '\x34' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b11000 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + chr(1959 - 1908) + chr(0b110010) + chr(1051 - 999), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101010 + 0o10) + chr(55) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\062' + chr(1472 - 1423), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + '\061' + chr(0b110 + 0o57), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b111 + 0o54) + '\065' + '\x32', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x33' + chr(54), 8), ehT0Px3KOsy9(chr(2062 - 2014) + chr(822 - 711) + '\x31' + '\065' + chr(878 - 830), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11010 + 0o125) + chr(0b1000 + 0o52) + chr(0b110000) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1100001 + 0o16) + chr(1502 - 1453) + '\x32' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(49), 45407 - 45399), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(53) + chr(52), 20721 - 20713), ehT0Px3KOsy9(chr(0b110000) + chr(5922 - 5811) + '\063' + chr(0b110101) + chr(0b110111), 4551 - 4543)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(7013 - 6902) + chr(1139 - 1086) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8'), chr(0b1100100) + '\145' + chr(99) + chr(111) + '\144' + chr(0b111110 + 0o47))(chr(0b110 + 0o157) + chr(116) + chr(102) + chr(877 - 832) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def J9LLNH_kQ0hr(oVre8I6UXc3b, HTak90t_SLN1, **M8EIoTs2GJXE): if xafqLlk3kkUe(oVre8I6UXc3b.learn.gan_trainer, xafqLlk3kkUe(SXOLrMavuUCe(b'\x860\xdd\xa7I\xf3\xc3\xf7{\xd6\x1av'), '\144' + '\145' + chr(0b1001101 + 0o26) + chr(3376 - 3265) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(4061 - 3945) + '\146' + '\055' + '\070')): oVre8I6UXc3b.WB1T70RJKsn2 += ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(49), 54008 - 54000) (PG8bMXxBIdYl, D3AtyDMC36gG, zjrvlE7t22pP) = (oVre8I6UXc3b.n_gen, oVre8I6UXc3b.n_c, oVre8I6UXc3b.WB1T70RJKsn2) else: oVre8I6UXc3b.P7SNJGOMIKHv += ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(3921 - 3810) + chr(0b110001), 8) (PG8bMXxBIdYl, D3AtyDMC36gG, zjrvlE7t22pP) = (oVre8I6UXc3b.n_crit, oVre8I6UXc3b.WB1T70RJKsn2, oVre8I6UXc3b.P7SNJGOMIKHv) GR1581dR5rDS = PG8bMXxBIdYl if PlSM16l2KDPD(PG8bMXxBIdYl, ehT0Px3KOsy9) else PG8bMXxBIdYl(D3AtyDMC36gG) if GR1581dR5rDS == zjrvlE7t22pP: xafqLlk3kkUe(oVre8I6UXc3b.learn.gan_trainer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5r\xc2\x99Y\xac'), chr(0b1110 + 0o126) + chr(416 - 315) + chr(99) + '\x6f' + '\144' + chr(0b1000100 + 0o41))(chr(272 - 155) + chr(0b11110 + 0o126) + chr(102) + '\x2d' + '\x38'))() (oVre8I6UXc3b.P7SNJGOMIKHv, oVre8I6UXc3b.WB1T70RJKsn2) = (ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + '\060', 0o10), ehT0Px3KOsy9(chr(1917 - 1869) + chr(111) + chr(1681 - 1633), 8))
fastai/fastai
fastai/vision/gan.py
GANLearner.from_learners
def from_learners(cls, learn_gen:Learner, learn_crit:Learner, switcher:Callback=None, weights_gen:Tuple[float,float]=None, **learn_kwargs): "Create a GAN from `learn_gen` and `learn_crit`." losses = gan_loss_from_func(learn_gen.loss_func, learn_crit.loss_func, weights_gen=weights_gen) return cls(learn_gen.data, learn_gen.model, learn_crit.model, *losses, switcher=switcher, **learn_kwargs)
python
def from_learners(cls, learn_gen:Learner, learn_crit:Learner, switcher:Callback=None, weights_gen:Tuple[float,float]=None, **learn_kwargs): "Create a GAN from `learn_gen` and `learn_crit`." losses = gan_loss_from_func(learn_gen.loss_func, learn_crit.loss_func, weights_gen=weights_gen) return cls(learn_gen.data, learn_gen.model, learn_crit.model, *losses, switcher=switcher, **learn_kwargs)
[ "def", "from_learners", "(", "cls", ",", "learn_gen", ":", "Learner", ",", "learn_crit", ":", "Learner", ",", "switcher", ":", "Callback", "=", "None", ",", "weights_gen", ":", "Tuple", "[", "float", ",", "float", "]", "=", "None", ",", "*", "*", "learn_kwargs", ")", ":", "losses", "=", "gan_loss_from_func", "(", "learn_gen", ".", "loss_func", ",", "learn_crit", ".", "loss_func", ",", "weights_gen", "=", "weights_gen", ")", "return", "cls", "(", "learn_gen", ".", "data", ",", "learn_gen", ".", "model", ",", "learn_crit", ".", "model", ",", "*", "losses", ",", "switcher", "=", "switcher", ",", "*", "*", "learn_kwargs", ")" ]
Create a GAN from `learn_gen` and `learn_crit`.
[ "Create", "a", "GAN", "from", "learn_gen", "and", "learn_crit", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L219-L223
train
Create a GAN from learn_gen and learn_crit.
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(3232 - 3121) + chr(51) + chr(49) + '\060', 0o10), ehT0Px3KOsy9(chr(2022 - 1974) + chr(0b1101111) + chr(0b10000 + 0o42) + chr(0b110110) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(1800 - 1752) + '\157' + chr(51) + chr(2017 - 1969) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(766 - 655) + chr(1112 - 1059) + '\067', 0b1000), ehT0Px3KOsy9(chr(1417 - 1369) + chr(0b1101111) + chr(0b100001 + 0o22) + chr(0b11110 + 0o26) + '\x32', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x37' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(49) + chr(49) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x36' + chr(1556 - 1507), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7909 - 7798) + chr(268 - 215) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b1101 + 0o43) + chr(0b110100), 37400 - 37392), ehT0Px3KOsy9(chr(302 - 254) + '\x6f' + chr(0b100111 + 0o14) + chr(53) + chr(581 - 533), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b10 + 0o155) + chr(49) + '\067' + chr(0b100100 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b1010 + 0o54) + chr(1081 - 1027), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + '\x31' + chr(54) + '\x36', 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + '\061' + chr(0b100101 + 0o21) + chr(82 - 27), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(1559 - 1504) + '\063', 8), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\060' + chr(0b10101 + 0o36), 0b1000), ehT0Px3KOsy9(chr(1163 - 1115) + '\x6f' + chr(0b110001) + '\x30' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b11010 + 0o35) + '\061', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1713 - 1660) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\x31' + chr(1784 - 1733) + chr(0b101001 + 0o11), 0o10), ehT0Px3KOsy9(chr(1722 - 1674) + chr(2129 - 2018) + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(2411 - 2358) + chr(2280 - 2231), 37815 - 37807), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10110 + 0o34) + chr(0b110001) + chr(0b101011 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + '\062' + '\x35' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x36', 8), ehT0Px3KOsy9(chr(214 - 166) + chr(4992 - 4881) + chr(50) + chr(1587 - 1533) + chr(0b110001 + 0o0), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(2572 - 2519) + chr(0b110 + 0o60), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110010) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(2456 - 2345) + chr(0b110 + 0o53) + chr(1165 - 1116) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b100111 + 0o110) + '\x32' + chr(560 - 505) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(331 - 283) + chr(111) + chr(416 - 365) + chr(0b10 + 0o63) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10685 - 10574) + chr(0b110010 + 0o5) + chr(0b100111 + 0o12), 39219 - 39211), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1153 - 1102) + chr(1137 - 1085) + chr(0b101 + 0o53), 60777 - 60769), ehT0Px3KOsy9(chr(188 - 140) + '\x6f' + '\x31' + chr(0b110001) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(10416 - 10305) + '\x33' + chr(0b110101) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11001 + 0o30) + chr(55) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101000 + 0o7) + chr(49) + chr(51) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(55) + '\062', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(10653 - 10542) + chr(100) + '\145')('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def iY5A1dJf559R(NSstowUUZlxS, DQFSYFX7bLGG, PfpxdTkN01C3, KImEpWAAu7o7=None, lcjzcZ1xlYZj=None, **NONyM6I_BiDH): eJKWkHA7qzlZ = LEKy6Ifwmz2n(DQFSYFX7bLGG.loss_func, PfpxdTkN01C3.loss_func, weights_gen=lcjzcZ1xlYZj) return NSstowUUZlxS(xafqLlk3kkUe(DQFSYFX7bLGG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xf9\xa8E\x92O\n\x07L\xe2\xae3'), '\x64' + chr(0b111110 + 0o47) + chr(0b100110 + 0o75) + chr(111) + chr(3994 - 3894) + chr(0b1100101))(chr(8451 - 8334) + '\164' + chr(102) + chr(45) + chr(56))), xafqLlk3kkUe(DQFSYFX7bLGG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\xda\xa2J\x8e'), '\x64' + chr(0b1000111 + 0o36) + chr(99) + chr(111) + chr(0b1100100) + chr(0b101 + 0o140))(chr(11934 - 11817) + chr(6251 - 6135) + chr(0b1100110) + chr(0b101101) + chr(56))), xafqLlk3kkUe(PfpxdTkN01C3, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\xda\xa2J\x8e'), '\x64' + chr(101) + '\x63' + '\157' + '\x64' + chr(0b1100101))(chr(1630 - 1513) + chr(6176 - 6060) + '\146' + '\055' + chr(2949 - 2893))), *eJKWkHA7qzlZ, switcher=KImEpWAAu7o7, **NONyM6I_BiDH)
fastai/fastai
fastai/vision/gan.py
GANLearner.wgan
def wgan(cls, data:DataBunch, generator:nn.Module, critic:nn.Module, switcher:Callback=None, clip:float=0.01, **learn_kwargs): "Create a WGAN from `data`, `generator` and `critic`." return cls(data, generator, critic, NoopLoss(), WassersteinLoss(), switcher=switcher, clip=clip, **learn_kwargs)
python
def wgan(cls, data:DataBunch, generator:nn.Module, critic:nn.Module, switcher:Callback=None, clip:float=0.01, **learn_kwargs): "Create a WGAN from `data`, `generator` and `critic`." return cls(data, generator, critic, NoopLoss(), WassersteinLoss(), switcher=switcher, clip=clip, **learn_kwargs)
[ "def", "wgan", "(", "cls", ",", "data", ":", "DataBunch", ",", "generator", ":", "nn", ".", "Module", ",", "critic", ":", "nn", ".", "Module", ",", "switcher", ":", "Callback", "=", "None", ",", "clip", ":", "float", "=", "0.01", ",", "*", "*", "learn_kwargs", ")", ":", "return", "cls", "(", "data", ",", "generator", ",", "critic", ",", "NoopLoss", "(", ")", ",", "WassersteinLoss", "(", ")", ",", "switcher", "=", "switcher", ",", "clip", "=", "clip", ",", "*", "*", "learn_kwargs", ")" ]
Create a WGAN from `data`, `generator` and `critic`.
[ "Create", "a", "WGAN", "from", "data", "generator", "and", "critic", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L226-L228
train
Create a WGAN from data generator and critic.
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(1367 - 1319) + chr(5368 - 5257) + '\x31' + chr(0b10111 + 0o37) + '\x34', 14578 - 14570), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110011 + 0o3) + chr(1415 - 1364), 40895 - 40887), ehT0Px3KOsy9(chr(0b110000) + chr(9815 - 9704) + chr(345 - 296) + chr(0b110101) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(51) + chr(55) + chr(0b110100), 60812 - 60804), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1682 - 1632) + chr(0b101010 + 0o10) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\064' + '\x32', 44986 - 44978), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1000 + 0o51) + chr(428 - 377) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1630 - 1582) + '\157' + '\062' + chr(49) + chr(54), 59052 - 59044), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(1722 - 1672) + '\x31' + chr(48), 2579 - 2571), ehT0Px3KOsy9(chr(0b110000) + chr(6001 - 5890) + chr(352 - 301) + chr(502 - 448) + chr(52), 11618 - 11610), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(1389 - 1278) + chr(1799 - 1748) + chr(0b110001) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5772 - 5661) + chr(357 - 308) + chr(50) + chr(0b10110 + 0o33), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x31' + chr(0b11110 + 0o22), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b10100 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(50) + chr(49) + chr(0b10000 + 0o47), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x37' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(951 - 898) + '\060', 0o10), ehT0Px3KOsy9(chr(92 - 44) + '\x6f' + '\063' + chr(2800 - 2745) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(0b100000 + 0o21) + chr(50) + '\x31', 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(10424 - 10313) + chr(1817 - 1764) + chr(2071 - 2016), 58591 - 58583), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\x32' + chr(0b1011 + 0o51) + chr(0b101010 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1011100 + 0o23) + chr(1585 - 1534), 46411 - 46403), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b110001 + 0o2) + chr(54) + chr(2382 - 2330), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b111 + 0o55) + chr(0b1100 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2475 - 2364) + chr(0b100011 + 0o20) + chr(49) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\064' + chr(0b110010), 52519 - 52511), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(50) + chr(0b100 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(0b101101 + 0o4) + chr(2275 - 2224) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + '\x31' + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(1598 - 1549) + '\x36' + chr(0b101 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(2142 - 2094) + '\157' + '\x35' + chr(2693 - 2641), 13585 - 13577), ehT0Px3KOsy9(chr(2217 - 2169) + chr(0b11 + 0o154) + chr(53) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + '\x31' + '\063' + '\063', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\062' + chr(54), 6082 - 6074), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1637 - 1588) + chr(50) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011001 + 0o26) + chr(0b100110 + 0o13) + chr(0b110000) + chr(2553 - 2499), 12818 - 12810), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + chr(0b11 + 0o57) + '\x37' + '\x30', 21513 - 21505), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110101) + '\062', 0b1000), ehT0Px3KOsy9(chr(1518 - 1470) + chr(0b100000 + 0o117) + chr(0b10010 + 0o40) + '\064', 36884 - 36876)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\x35' + chr(0b11000 + 0o30), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), chr(100) + '\x65' + chr(0b1001100 + 0o27) + '\x6f' + chr(0b1011 + 0o131) + chr(0b0 + 0o145))('\x75' + '\164' + chr(102) + chr(45) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def HlP4p_YPwzNB(NSstowUUZlxS, ULnjp6D6efFH, bTFcxMKbQoFz, C_pwL5xWg19I, KImEpWAAu7o7=None, H8HUQmIerer7=0.01, **NONyM6I_BiDH): return NSstowUUZlxS(ULnjp6D6efFH, bTFcxMKbQoFz, C_pwL5xWg19I, v4L3OsbFeXNp(), IYnEi0p3uLyW(), switcher=KImEpWAAu7o7, clip=H8HUQmIerer7, **NONyM6I_BiDH)
fastai/fastai
fastai/vision/gan.py
GANItemList.show_xys
def show_xys(self, xs, ys, imgsize:int=4, figsize:Optional[Tuple[int,int]]=None, **kwargs): "Shows `ys` (target images) on a figure of `figsize`." super().show_xys(ys, xs, imgsize=imgsize, figsize=figsize, **kwargs)
python
def show_xys(self, xs, ys, imgsize:int=4, figsize:Optional[Tuple[int,int]]=None, **kwargs): "Shows `ys` (target images) on a figure of `figsize`." super().show_xys(ys, xs, imgsize=imgsize, figsize=figsize, **kwargs)
[ "def", "show_xys", "(", "self", ",", "xs", ",", "ys", ",", "imgsize", ":", "int", "=", "4", ",", "figsize", ":", "Optional", "[", "Tuple", "[", "int", ",", "int", "]", "]", "=", "None", ",", "*", "*", "kwargs", ")", ":", "super", "(", ")", ".", "show_xys", "(", "ys", ",", "xs", ",", "imgsize", "=", "imgsize", ",", "figsize", "=", "figsize", ",", "*", "*", "kwargs", ")" ]
Shows `ys` (target images) on a figure of `figsize`.
[ "Shows", "ys", "(", "target", "images", ")", "on", "a", "figure", "of", "figsize", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L248-L250
train
Shows ys ( target images ) on a figure of figsize.
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(4806 - 4695) + chr(0b11001 + 0o32) + '\064' + chr(794 - 744), 13322 - 13314), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110010) + '\060', 50167 - 50159), ehT0Px3KOsy9(chr(48) + chr(344 - 233) + chr(0b110011) + '\065' + chr(601 - 549), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + '\063' + chr(51) + chr(0b101111 + 0o2), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000011 + 0o54) + chr(0b100111 + 0o12) + '\067' + chr(0b1111 + 0o44), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(49) + chr(376 - 326) + chr(0b100 + 0o55), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(2218 - 2165) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110100) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010010 + 0o35) + chr(1393 - 1340) + '\063', 58730 - 58722), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b110010) + chr(0b110011 + 0o3) + chr(50), 51393 - 51385), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(0b110110) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(111) + chr(0b11010 + 0o30) + chr(0b101010 + 0o10) + chr(1345 - 1293), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(130 - 79) + '\060' + chr(0b100010 + 0o22), 7730 - 7722), ehT0Px3KOsy9(chr(48) + chr(11124 - 11013) + '\x33' + chr(0b110011) + chr(49), 8), ehT0Px3KOsy9(chr(933 - 885) + chr(0b1101111) + chr(990 - 939) + chr(52) + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(7847 - 7736) + chr(0b11000 + 0o32) + chr(55) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(0b1110 + 0o43) + chr(54) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(1962 - 1912) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(0b11010 + 0o30) + chr(51) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(57 - 7) + chr(0b10000 + 0o45) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\065' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(6351 - 6240) + chr(50) + '\064' + chr(55), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b101101 + 0o12) + chr(55), 36265 - 36257), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\060' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b100010 + 0o17) + '\066', 61449 - 61441), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1010101 + 0o32) + chr(1268 - 1218) + chr(0b110001) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\x31' + chr(0b110010) + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(245 - 134) + chr(50) + chr(0b11011 + 0o33) + chr(0b100010 + 0o24), 26442 - 26434), ehT0Px3KOsy9('\060' + chr(587 - 476) + chr(0b100000 + 0o21) + chr(53) + chr(0b110010 + 0o2), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + '\062' + '\066' + '\x34', 8), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(670 - 621) + '\x32' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b10000 + 0o45) + chr(0b100110 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(8844 - 8733) + chr(0b110011) + chr(1024 - 975), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\062' + chr(0b100011 + 0o16) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + chr(169 - 119) + chr(55) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11966 - 11855) + '\x32' + '\060' + chr(48), 0b1000), ehT0Px3KOsy9(chr(1374 - 1326) + chr(0b1001111 + 0o40) + chr(0b1000 + 0o51) + chr(52) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(930 - 882) + chr(111) + chr(0b110011) + chr(2015 - 1967) + chr(2536 - 2484), 8), ehT0Px3KOsy9(chr(1884 - 1836) + '\157' + chr(0b110110) + chr(0b100011 + 0o22), 13267 - 13259), ehT0Px3KOsy9(chr(855 - 807) + '\157' + chr(0b110011) + '\x35', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b10000 + 0o45) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), chr(0b1100100) + chr(0b11111 + 0o106) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b101010 + 0o73))(chr(2983 - 2866) + chr(6737 - 6621) + chr(0b1100110) + chr(0b101001 + 0o4) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def iWpzpftG2vP1(oVre8I6UXc3b, f0GvdYMiCwc9, oCqQNfCOTQKb, TVXIafAFap_c=ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\064', 46691 - 46683), EOCd1WZj2r_S=None, **M8EIoTs2GJXE): xafqLlk3kkUe(KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xf8\x83\xae$)\xd0\x93'), chr(5156 - 5056) + chr(9685 - 9584) + '\x63' + chr(0b101000 + 0o107) + chr(0b1100100) + '\145')('\x75' + chr(0b1110100) + chr(306 - 204) + '\x2d' + chr(0b111000)))(oCqQNfCOTQKb, f0GvdYMiCwc9, imgsize=TVXIafAFap_c, figsize=EOCd1WZj2r_S, **M8EIoTs2GJXE)
fastai/fastai
fastai/vision/gan.py
GANDiscriminativeLR.on_batch_begin
def on_batch_begin(self, train, **kwargs): "Multiply the current lr if necessary." if not self.learn.gan_trainer.gen_mode and train: self.learn.opt.lr *= self.mult_lr
python
def on_batch_begin(self, train, **kwargs): "Multiply the current lr if necessary." if not self.learn.gan_trainer.gen_mode and train: self.learn.opt.lr *= self.mult_lr
[ "def", "on_batch_begin", "(", "self", ",", "train", ",", "*", "*", "kwargs", ")", ":", "if", "not", "self", ".", "learn", ".", "gan_trainer", ".", "gen_mode", "and", "train", ":", "self", ".", "learn", ".", "opt", ".", "lr", "*=", "self", ".", "mult_lr" ]
Multiply the current lr if necessary.
[ "Multiply", "the", "current", "lr", "if", "necessary", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L284-L286
train
Multiply the current lr if necessary.
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(1603 - 1555) + '\157' + chr(0b1010 + 0o47) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + '\x32' + chr(55), 13600 - 13592), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(1525 - 1473) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110000) + chr(0b110000), 11607 - 11599), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110000) + chr(1168 - 1115), 0o10), ehT0Px3KOsy9('\060' + chr(2091 - 1980) + chr(49) + chr(0b101110 + 0o3) + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2384 - 2334) + chr(0b110111) + chr(883 - 833), 572 - 564), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(53) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b0 + 0o63) + chr(0b101101 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(388 - 339) + chr(0b101011 + 0o7) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(537 - 486) + '\x32' + chr(0b110110), 52284 - 52276), ehT0Px3KOsy9(chr(2157 - 2109) + chr(111) + '\x31' + chr(0b1 + 0o61) + chr(0b110000), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(2240 - 2189) + chr(0b100100 + 0o20), 52548 - 52540), ehT0Px3KOsy9('\x30' + chr(7613 - 7502) + chr(0b101001 + 0o11) + chr(1000 - 946) + chr(0b101010 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x37' + '\060', 55988 - 55980), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\062' + chr(0b100 + 0o54), 0o10), ehT0Px3KOsy9(chr(2234 - 2186) + chr(0b1101111) + chr(290 - 241) + '\066' + chr(0b1001 + 0o52), 23521 - 23513), ehT0Px3KOsy9(chr(1602 - 1554) + '\x6f' + chr(0b111 + 0o54) + '\060' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001 + 0o5) + chr(0b11010 + 0o32), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\065' + '\x31', 0b1000), ehT0Px3KOsy9(chr(485 - 437) + chr(0b1101111) + '\061' + chr(51) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(9047 - 8936) + chr(0b110011) + chr(0b110110) + chr(0b11011 + 0o25), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110101) + chr(0b11101 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(0b101100 + 0o5) + chr(0b110100) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(53) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\062' + chr(0b1111 + 0o44), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9088 - 8977) + chr(50) + chr(185 - 133) + chr(930 - 879), 39753 - 39745), ehT0Px3KOsy9(chr(838 - 790) + chr(0b1101111) + chr(50) + chr(54) + chr(1544 - 1496), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b110011) + chr(491 - 443), 22677 - 22669), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2195 - 2144) + chr(0b110101) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2387 - 2336) + '\x30' + '\x31', 38263 - 38255), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101 + 0o55) + chr(1075 - 1027) + chr(0b101001 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(1020 - 972) + '\x6f' + chr(0b110011) + chr(0b110100) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(53) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10101 + 0o42) + chr(1504 - 1456), 23482 - 23474), ehT0Px3KOsy9('\x30' + '\x6f' + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(206 - 95) + chr(51) + chr(48) + '\x31', 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101001 + 0o6) + chr(49) + chr(1930 - 1878) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(0b110111) + chr(50), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x35' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'!'), chr(100) + chr(101) + chr(0b1011111 + 0o4) + chr(0b110011 + 0o74) + chr(100) + '\x65')('\165' + chr(0b1110100) + chr(0b1100110) + chr(811 - 766) + chr(0b11100 + 0o34)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def FN4uJEpa4l30(oVre8I6UXc3b, e80gRioCjdat, **M8EIoTs2GJXE): if not xafqLlk3kkUe(oVre8I6UXc3b.learn.gan_trainer, xafqLlk3kkUe(SXOLrMavuUCe(b'_;a\xef\xf3\xb2v\xea\x99*1\x93'), chr(0b1100100) + chr(0b1101 + 0o130) + '\x63' + chr(0b1101111) + chr(100) + chr(101))(chr(117) + '\x74' + '\146' + '\055' + '\x38')) and e80gRioCjdat: oVre8I6UXc3b.learn.opt.Zzs55KO_HKfp *= oVre8I6UXc3b.mult_lr
fastai/fastai
fastai/vision/gan.py
GANDiscriminativeLR.on_step_end
def on_step_end(self, **kwargs): "Put the LR back to its value if necessary." if not self.learn.gan_trainer.gen_mode: self.learn.opt.lr /= self.mult_lr
python
def on_step_end(self, **kwargs): "Put the LR back to its value if necessary." if not self.learn.gan_trainer.gen_mode: self.learn.opt.lr /= self.mult_lr
[ "def", "on_step_end", "(", "self", ",", "*", "*", "kwargs", ")", ":", "if", "not", "self", ".", "learn", ".", "gan_trainer", ".", "gen_mode", ":", "self", ".", "learn", ".", "opt", ".", "lr", "/=", "self", ".", "mult_lr" ]
Put the LR back to its value if necessary.
[ "Put", "the", "LR", "back", "to", "its", "value", "if", "necessary", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/gan.py#L288-L290
train
Put the LR back to its value if necessary.
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) + chr(49) + chr(0b110011) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1748 - 1700) + '\x6f' + chr(0b110010) + chr(1633 - 1583) + chr(0b101 + 0o54), 31907 - 31899), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2146 - 2094) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1616 - 1568) + '\157' + chr(0b11010 + 0o34) + chr(2008 - 1954), 0o10), ehT0Px3KOsy9('\060' + chr(0b10110 + 0o131) + chr(51) + chr(0b1011 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1010 + 0o145) + chr(0b11101 + 0o26) + chr(0b110100) + chr(0b10001 + 0o37), 3308 - 3300), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110011 + 0o2) + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(407 - 353) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5206 - 5095) + '\x33' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011010 + 0o25) + chr(0b110001) + chr(50) + chr(0b100100 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(109 - 61) + '\x6f' + chr(0b100000 + 0o21) + chr(1232 - 1183) + '\063', 25933 - 25925), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(759 - 708), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b100011 + 0o20) + chr(2584 - 2531), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(5999 - 5888) + '\063' + '\064' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(0b10101 + 0o34) + '\067' + chr(2197 - 2146), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(54) + '\x37', 59716 - 59708), ehT0Px3KOsy9('\060' + '\157' + chr(0b101 + 0o56) + '\065' + chr(1414 - 1362), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(105 - 55) + chr(1036 - 988) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(49) + chr(52) + '\x35', 51147 - 51139), ehT0Px3KOsy9(chr(2225 - 2177) + '\157' + chr(0b110001) + chr(49) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + chr(50) + chr(0b10001 + 0o37) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b110001) + chr(1822 - 1767), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b1110 + 0o44) + '\x36' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\066' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6392 - 6281) + chr(0b110011) + chr(0b110110) + '\x31', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1432 - 1382) + chr(2443 - 2388) + chr(927 - 873), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6019 - 5908) + chr(2174 - 2124) + chr(0b110011) + chr(0b1111 + 0o45), 470 - 462), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10000 + 0o41) + chr(0b100 + 0o55) + chr(1359 - 1308), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101100 + 0o7) + chr(0b1100 + 0o47) + chr(1893 - 1842), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\067' + chr(0b11011 + 0o25), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110110) + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + '\062' + chr(0b110011) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010 + 0o0) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(6911 - 6800) + chr(51) + chr(1235 - 1180), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2220 - 2169) + chr(0b110111) + '\x30', 32892 - 32884), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + '\061' + '\x33' + '\063', 47186 - 47178), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11111 + 0o23) + '\x35' + chr(2134 - 2084), 30095 - 30087), ehT0Px3KOsy9(chr(0b110000) + chr(5442 - 5331) + '\063' + chr(0b100 + 0o61) + chr(1340 - 1289), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x35' + chr(48), 62142 - 62134)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'v'), chr(100) + chr(101) + chr(0b10110 + 0o115) + chr(0b1101111) + '\x64' + '\145')('\165' + chr(5566 - 5450) + '\x66' + '\x2d' + chr(0b11000 + 0o40)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def RKu7xiJm6Evp(oVre8I6UXc3b, **M8EIoTs2GJXE): if not xafqLlk3kkUe(oVre8I6UXc3b.learn.gan_trainer, xafqLlk3kkUe(SXOLrMavuUCe(b'\x08\xa4T|o\xd7<\xbe\x80(0\x0e'), chr(0b1100100) + chr(101) + '\143' + chr(0b110011 + 0o74) + '\x64' + chr(0b11001 + 0o114))(chr(0b1110101) + '\x74' + '\146' + chr(0b1000 + 0o45) + chr(0b111000))): oVre8I6UXc3b.learn.opt.Zzs55KO_HKfp /= oVre8I6UXc3b.mult_lr
fastai/fastai
fastai/vision/models/unet.py
_get_sfs_idxs
def _get_sfs_idxs(sizes:Sizes) -> List[int]: "Get the indexes of the layers where the size of the activation changes." feature_szs = [size[-1] for size in sizes] sfs_idxs = list(np.where(np.array(feature_szs[:-1]) != np.array(feature_szs[1:]))[0]) if feature_szs[0] != feature_szs[1]: sfs_idxs = [0] + sfs_idxs return sfs_idxs
python
def _get_sfs_idxs(sizes:Sizes) -> List[int]: "Get the indexes of the layers where the size of the activation changes." feature_szs = [size[-1] for size in sizes] sfs_idxs = list(np.where(np.array(feature_szs[:-1]) != np.array(feature_szs[1:]))[0]) if feature_szs[0] != feature_szs[1]: sfs_idxs = [0] + sfs_idxs return sfs_idxs
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Get the indexes of the layers where the size of the activation changes.
[ "Get", "the", "indexes", "of", "the", "layers", "where", "the", "size", "of", "the", "activation", "changes", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/vision/models/unet.py#L7-L12
train
Get the indexes of the layers where the size of the activation changes.
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(2229 - 2181) + '\x6f' + chr(51) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7991 - 7880) + '\x33' + chr(0b110100) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110001) + chr(0b11 + 0o56) + '\x33', 53437 - 53429), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(54), 0b1000), ehT0Px3KOsy9(chr(943 - 895) + chr(0b100111 + 0o110) + chr(1334 - 1285) + '\x32' + chr(0b101100 + 0o12), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2144 - 2033) + chr(0b110011) + chr(818 - 768) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(330 - 277) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b101001 + 0o16) + chr(0b110010), 63623 - 63615), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(827 - 777) + chr(0b110001) + chr(0b1110 + 0o51), 0o10), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + '\062' + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100011 + 0o20) + chr(54) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\067' + chr(0b110000 + 0o5), 28164 - 28156), ehT0Px3KOsy9(chr(66 - 18) + chr(5265 - 5154) + '\066' + '\067', 0o10), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(54) + chr(967 - 915), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(12108 - 11997) + chr(245 - 194) + chr(2307 - 2253) + chr(0b110000), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(890 - 841), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x34' + chr(0b101100 + 0o5), 49843 - 49835), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(0b110111) + chr(52), 44998 - 44990), ehT0Px3KOsy9(chr(1163 - 1115) + '\x6f' + '\x32', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(51) + chr(0b100111 + 0o14), 7309 - 7301), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\x6f' + chr(50) + '\x33' + chr(1661 - 1608), 15609 - 15601), ehT0Px3KOsy9('\060' + chr(3330 - 3219) + chr(2572 - 2521) + chr(0b11111 + 0o25) + chr(0b110000 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11 + 0o56) + chr(0b11 + 0o63) + chr(0b100 + 0o55), 46361 - 46353), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b100101 + 0o112) + '\062' + chr(50) + chr(0b110 + 0o60), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101100 + 0o3) + chr(0b1001 + 0o50) + chr(50) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1858 - 1810) + '\x6f' + chr(50) + '\065', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\061' + chr(0b10010 + 0o43) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + chr(0b10111 + 0o34) + '\060' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(2212 - 2101) + chr(0b110010) + '\067', 0o10), ehT0Px3KOsy9(chr(322 - 274) + '\157' + chr(0b110011) + '\062' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(3610 - 3499) + chr(0b10001 + 0o43) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(2230 - 2175) + chr(1581 - 1533), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + '\062' + chr(0b11 + 0o62) + chr(49), 16523 - 16515), ehT0Px3KOsy9('\060' + '\157' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(49) + chr(53) + chr(54), 0b1000), ehT0Px3KOsy9(chr(571 - 523) + chr(0b1011 + 0o144) + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110000 + 0o3) + chr(1596 - 1545), 8), ehT0Px3KOsy9(chr(1419 - 1371) + chr(0b1101111) + '\063' + '\062' + chr(0b10110 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(1350 - 1301) + '\x36' + chr(0b1011 + 0o50), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + chr(1784 - 1736), 60169 - 60161)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'4'), chr(0b1100100) + '\x65' + chr(99) + chr(111) + chr(7460 - 7360) + '\145')('\165' + chr(116) + chr(0b1100010 + 0o4) + chr(0b101101) + '\070') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def Q667lL1Ttj5Z(Q55tUpoH0W5L) -> qRxF7OQ0y39T[ehT0Px3KOsy9]: VgCs5ZgcgXR7 = [NLcc3BCJnQka[-ehT0Px3KOsy9('\060' + chr(11863 - 11752) + chr(1263 - 1214), 8)] for NLcc3BCJnQka in Q55tUpoH0W5L] lOhhYC2gBM8g = YyaZ4tpXu4lf(WqUC3KWvYVup.dRFAC59yQBm_(WqUC3KWvYVup.array(VgCs5ZgcgXR7[:-ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001), 8)]) != WqUC3KWvYVup.array(VgCs5ZgcgXR7[ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + '\061', 8):]))[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\060', 0o10)]) if VgCs5ZgcgXR7[ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1000110 + 0o51) + '\x30', 8)] != VgCs5ZgcgXR7[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001), 8)]: lOhhYC2gBM8g = [ehT0Px3KOsy9('\060' + chr(0b1101111) + '\060', 8)] + lOhhYC2gBM8g return lOhhYC2gBM8g
fastai/fastai
fastai/widgets/image_downloader.py
download_google_images
def download_google_images(path:PathOrStr, search_term:str, size:str='>400*300', n_images:int=10, format:str='jpg', max_workers:int=defaults.cpus, timeout:int=4) -> FilePathList: """ Search for `n_images` images on Google, matching `search_term` and `size` requirements, download them into `path`/`search_term` and verify them, using `max_workers` threads. """ label_path = Path(path)/search_term search_url = _search_url(search_term, size=size, format=format) if n_images <= 100: img_tuples = _fetch_img_tuples(search_url, format=format, n_images=n_images) else: img_tuples = _fetch_img_tuples_webdriver(search_url, format=format, n_images=n_images) downloaded_images = _download_images(label_path, img_tuples, max_workers=max_workers, timeout=timeout) if len(downloaded_images) == 0: raise RuntimeError(f"Couldn't download any images.") verify_images(label_path, max_workers=max_workers) return get_image_files(label_path)
python
def download_google_images(path:PathOrStr, search_term:str, size:str='>400*300', n_images:int=10, format:str='jpg', max_workers:int=defaults.cpus, timeout:int=4) -> FilePathList: """ Search for `n_images` images on Google, matching `search_term` and `size` requirements, download them into `path`/`search_term` and verify them, using `max_workers` threads. """ label_path = Path(path)/search_term search_url = _search_url(search_term, size=size, format=format) if n_images <= 100: img_tuples = _fetch_img_tuples(search_url, format=format, n_images=n_images) else: img_tuples = _fetch_img_tuples_webdriver(search_url, format=format, n_images=n_images) downloaded_images = _download_images(label_path, img_tuples, max_workers=max_workers, timeout=timeout) if len(downloaded_images) == 0: raise RuntimeError(f"Couldn't download any images.") verify_images(label_path, max_workers=max_workers) return get_image_files(label_path)
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Search for `n_images` images on Google, matching `search_term` and `size` requirements, download them into `path`/`search_term` and verify them, using `max_workers` threads.
[ "Search", "for", "n_images", "images", "on", "Google", "matching", "search_term", "and", "size", "requirements", "download", "them", "into", "path", "/", "search_term", "and", "verify", "them", "using", "max_workers", "threads", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L78-L91
train
Download n_images images on Google matching search_term and size requirements and return a list of FilePathList objects.
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) + chr(0b110001) + chr(0b100111 + 0o13) + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(0b100000 + 0o21) + chr(164 - 115), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(64 - 13) + chr(0b101110 + 0o7) + chr(1679 - 1631), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(48) + chr(0b100110 + 0o13), 7725 - 7717), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100001 + 0o116) + '\x33' + chr(0b100011 + 0o15) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x32' + '\066', 25816 - 25808), ehT0Px3KOsy9('\060' + chr(111) + chr(85 - 36) + chr(50) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(10100 - 9989) + chr(0b1111 + 0o44) + '\064' + chr(0b11010 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(259 - 210) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + '\x32' + '\067' + chr(1709 - 1657), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\066' + chr(48), 3108 - 3100), ehT0Px3KOsy9(chr(98 - 50) + '\x6f' + chr(0b110011) + chr(54) + chr(0b111 + 0o56), 18175 - 18167), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(10793 - 10682) + chr(51) + chr(833 - 784), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + chr(800 - 750) + chr(1306 - 1256) + '\064', 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b11010 + 0o125) + chr(51) + chr(0b110001 + 0o1) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101001 + 0o10) + '\064' + chr(1220 - 1172), 44794 - 44786), ehT0Px3KOsy9(chr(0b110000) + chr(10599 - 10488) + chr(0b110010) + chr(0b11100 + 0o26) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + '\067' + chr(50), 8), ehT0Px3KOsy9(chr(0b110000) + chr(6522 - 6411) + '\x31' + '\064' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\x32' + chr(52) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2354 - 2305) + chr(0b1101 + 0o47) + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1054 - 1005) + '\x35' + chr(929 - 880), 0b1000), ehT0Px3KOsy9(chr(1905 - 1857) + '\x6f' + '\x33' + chr(2749 - 2696) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7526 - 7415) + chr(51) + '\x35' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(0b110010) + '\066' + '\063', 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(246 - 135) + '\x31' + chr(50) + chr(1656 - 1606), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(51) + chr(672 - 624), 0b1000), ehT0Px3KOsy9(chr(48) + chr(9596 - 9485) + '\x35' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001111 + 0o40) + chr(2047 - 1997) + '\x32' + '\060', 65062 - 65054), ehT0Px3KOsy9(chr(0b110000) + chr(11595 - 11484) + chr(455 - 406) + chr(220 - 167) + chr(50), 0o10), ehT0Px3KOsy9(chr(2204 - 2156) + '\x6f' + '\061' + chr(52) + chr(0b101000 + 0o15), 8), ehT0Px3KOsy9(chr(1771 - 1723) + '\157' + chr(0b100101 + 0o16) + '\x31' + '\x33', 0o10), ehT0Px3KOsy9('\060' + chr(10662 - 10551) + chr(49) + chr(0b110110) + chr(53), 48922 - 48914), ehT0Px3KOsy9(chr(1835 - 1787) + '\x6f' + '\x32' + chr(0b100001 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\062' + '\067', 37020 - 37012), ehT0Px3KOsy9(chr(1294 - 1246) + chr(229 - 118) + '\x31' + '\x30' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(54) + '\067', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b0 + 0o65) + '\060', 27641 - 27633)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f'), chr(5277 - 5177) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1011011 + 0o11) + '\145')(chr(117) + chr(116) + '\x66' + chr(45) + chr(0b101010 + 0o16)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def uFv_F7PUXTh3(EaCjyhZptSer, G_GmyhRYZSY6, NLcc3BCJnQka=xafqLlk3kkUe(SXOLrMavuUCe(b'o\xfd\xd8\xb1\x10\xf3\xa6`'), chr(2115 - 2015) + '\145' + chr(0b1011011 + 0o10) + '\157' + '\144' + '\x65')(chr(117) + chr(0b111110 + 0o66) + chr(0b1100110) + '\x2d' + chr(0b111000)), ZGhmNOY5Qz38=ehT0Px3KOsy9(chr(1009 - 961) + chr(0b1101111) + '\x31' + chr(0b11110 + 0o24), 0o10), V4roHaS3Ppej=xafqLlk3kkUe(SXOLrMavuUCe(b';\xb9\x8f'), '\144' + chr(101) + chr(5851 - 5752) + chr(0b1100100 + 0o13) + chr(0b1100100) + chr(0b1010001 + 0o24))(chr(0b1110101) + chr(116) + chr(6542 - 6440) + chr(0b101101) + chr(0b10000 + 0o50)), MtU7pWvhdnwP=xafqLlk3kkUe(sRkYTJirQlN8, xafqLlk3kkUe(SXOLrMavuUCe(b'2\xb9\x9d\xf2'), '\x64' + chr(0b0 + 0o145) + '\143' + chr(3608 - 3497) + chr(409 - 309) + '\145')(chr(10141 - 10024) + chr(1708 - 1592) + chr(102) + chr(45) + '\x38')), FaIjqlnzCXev=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100 + 0o60), 0b1000)) -> _6zyeftYRjeJ: Y8_hgX0a4KBK = HiPOQr0Cdorg(EaCjyhZptSer) / G_GmyhRYZSY6 IoGaPG3ZBF4Y = YiCVk50ijSNt(G_GmyhRYZSY6, size=NLcc3BCJnQka, format=V4roHaS3Ppej) if ZGhmNOY5Qz38 <= ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x34' + chr(0b100 + 0o60), 0o10): t_tzQGEuNklw = HSbS7mUeAM_6(IoGaPG3ZBF4Y, format=V4roHaS3Ppej, n_images=ZGhmNOY5Qz38) else: t_tzQGEuNklw = kLMHONeqRm5x(IoGaPG3ZBF4Y, format=V4roHaS3Ppej, n_images=ZGhmNOY5Qz38) jPxBNlbpKJ48 = MiApLgT6Cxvu(Y8_hgX0a4KBK, t_tzQGEuNklw, max_workers=MtU7pWvhdnwP, timeout=FaIjqlnzCXev) if c2A0yzQpDQB3(jPxBNlbpKJ48) == ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(10433 - 10322) + chr(572 - 524), 44074 - 44066): raise n0ZkatoveZpF(fchr(0b111 + 0o74) + chr(8717 - 8606) + chr(7426 - 7309) + chr(108) + chr(0b1100100) + chr(0b1101011 + 0o3) + chr(39) + chr(116) + chr(0b100000) + chr(100) + chr(0b1101111) + chr(0b1101011 + 0o14) + chr(110) + chr(0b111011 + 0o61) + chr(0b1101111) + chr(97) + chr(1249 - 1149) + chr(0b11111 + 0o1) + chr(0b1101 + 0o124) + chr(5001 - 4891) + chr(0b1111001) + chr(32) + chr(105) + chr(109) + chr(7064 - 6967) + chr(0b1100111) + chr(0b1100101) + chr(0b1110011) + chr(0b101110)) XaX1H_mQpj5N(Y8_hgX0a4KBK, max_workers=MtU7pWvhdnwP) return KRPSxj4IlRJ3(Y8_hgX0a4KBK)
fastai/fastai
fastai/widgets/image_downloader.py
_url_params
def _url_params(size:str='>400*300', format:str='jpg') -> str: "Build Google Images Search Url params and return them as a string." _fmts = {'jpg':'ift:jpg','gif':'ift:gif','png':'ift:png','bmp':'ift:bmp', 'svg':'ift:svg','webp':'webp','ico':'ift:ico'} if size not in _img_sizes: raise RuntimeError(f"""Unexpected size argument value: {size}. See `widgets.image_downloader._img_sizes` for supported sizes.""") if format not in _fmts: raise RuntimeError(f"Unexpected image file format: {format}. Use jpg, gif, png, bmp, svg, webp, or ico.") return "&tbs=" + _img_sizes[size] + "," + _fmts[format]
python
def _url_params(size:str='>400*300', format:str='jpg') -> str: "Build Google Images Search Url params and return them as a string." _fmts = {'jpg':'ift:jpg','gif':'ift:gif','png':'ift:png','bmp':'ift:bmp', 'svg':'ift:svg','webp':'webp','ico':'ift:ico'} if size not in _img_sizes: raise RuntimeError(f"""Unexpected size argument value: {size}. See `widgets.image_downloader._img_sizes` for supported sizes.""") if format not in _fmts: raise RuntimeError(f"Unexpected image file format: {format}. Use jpg, gif, png, bmp, svg, webp, or ico.") return "&tbs=" + _img_sizes[size] + "," + _fmts[format]
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Build Google Images Search Url params and return them as a string.
[ "Build", "Google", "Images", "Search", "Url", "params", "and", "return", "them", "as", "a", "string", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L93-L101
train
Build Google Images Search Url params and return them as a 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(0b110000) + '\157' + chr(0b0 + 0o63) + '\064' + chr(0b110110), 53400 - 53392), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + chr(0b100000 + 0o22) + chr(0b110010) + '\061', 28868 - 28860), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b10000 + 0o137) + chr(49) + '\x32' + chr(2817 - 2762), 36345 - 36337), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\x34' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b11101 + 0o32) + chr(62 - 12), 0o10), ehT0Px3KOsy9(chr(1249 - 1201) + chr(111) + '\x34' + '\062', 49930 - 49922), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + chr(0b110110) + chr(1345 - 1293), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(994 - 945) + '\x35' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7593 - 7482) + '\x33' + chr(0b111 + 0o54) + chr(1689 - 1637), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\062' + chr(0b1011 + 0o45) + chr(0b1111 + 0o42), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(48) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(225 - 114) + '\x33' + chr(0b110010) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b101101 + 0o102) + '\063' + chr(0b11011 + 0o26) + '\x31', 62371 - 62363), ehT0Px3KOsy9(chr(1723 - 1675) + chr(0b110100 + 0o73) + chr(0b110010) + '\x34' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\067' + chr(48), 40082 - 40074), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + chr(0b110011) + chr(0b100 + 0o63) + chr(1457 - 1405), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011011 + 0o24) + chr(0b110010) + chr(54) + '\x34', 8), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(51) + chr(49), 17229 - 17221), ehT0Px3KOsy9(chr(1540 - 1492) + '\x6f' + chr(2124 - 2075) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1667 - 1619) + '\x6f' + chr(2349 - 2299) + chr(0b11111 + 0o30) + '\x37', 49342 - 49334), ehT0Px3KOsy9(chr(48) + chr(7383 - 7272) + chr(54) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b0 + 0o63) + chr(48) + chr(0b11 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\x31' + chr(0b11010 + 0o27) + '\067', 33021 - 33013), ehT0Px3KOsy9(chr(976 - 928) + chr(111) + chr(0b10001 + 0o41) + chr(0b110111) + chr(2162 - 2112), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\062' + '\x37', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11010 + 0o30) + chr(0b100010 + 0o25) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(51) + chr(52) + '\062', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\063' + '\x34' + chr(0b100101 + 0o22), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b111011 + 0o64) + chr(0b11001 + 0o30) + chr(50) + '\x33', 48238 - 48230), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(48) + chr(49), 0o10), ehT0Px3KOsy9(chr(296 - 248) + chr(0b1101111) + chr(0b110011) + chr(0b110010) + chr(0b11111 + 0o25), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\x6f' + chr(0b100001 + 0o21) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(831 - 782) + chr(768 - 720) + chr(55), 35727 - 35719), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(1337 - 1226) + '\061' + chr(55) + chr(48), 0b1000), ehT0Px3KOsy9(chr(2303 - 2255) + chr(0b1101111) + chr(0b10110 + 0o34) + '\064' + chr(2109 - 2060), 0o10), ehT0Px3KOsy9('\x30' + chr(4204 - 4093) + chr(51) + chr(0b11011 + 0o30) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(220 - 170) + chr(0b110010) + chr(0b100111 + 0o12), 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1000011 + 0o54) + chr(0b110011) + chr(55) + chr(0b110000), 8), ehT0Px3KOsy9(chr(2253 - 2205) + '\x6f' + chr(51 - 2) + chr(670 - 621) + chr(1358 - 1303), 8), ehT0Px3KOsy9('\060' + chr(9790 - 9679) + chr(0b110001) + chr(54) + '\x37', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2219 - 2171) + chr(0b1101111) + '\x35' + '\060', 39435 - 39427)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8'), '\x64' + chr(0b10011 + 0o122) + '\x63' + '\157' + chr(8396 - 8296) + chr(3852 - 3751))(chr(0b1110101) + '\164' + chr(102) + '\055' + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def lyuqxu7sF2Cq(NLcc3BCJnQka=xafqLlk3kkUe(SXOLrMavuUCe(b'\xd8\xa5g\xd4\x90\x11\x84['), chr(100) + chr(0b1100101) + chr(5130 - 5031) + '\x6f' + '\x64' + chr(0b1011100 + 0o11))(chr(117) + '\x74' + chr(9926 - 9824) + chr(131 - 86) + '\x38'), V4roHaS3Ppej=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xe10'), '\144' + chr(0b1000 + 0o135) + chr(0b1100011) + '\x6f' + chr(0b1010111 + 0o15) + '\145')(chr(117) + chr(8638 - 8522) + chr(0b1001011 + 0o33) + '\x2d' + '\070')) -> M8_cKLkHVB2V: NRIdsaDymiUS = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xe10'), chr(0b1100100) + chr(0b1011101 + 0o10) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + chr(56)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf7#\xde\xd0R\xd3'), chr(0b1100100) + chr(0b1100 + 0o131) + chr(0b1011 + 0o130) + chr(0b1101111) + chr(100) + chr(4713 - 4612))(chr(0b101011 + 0o112) + chr(2483 - 2367) + chr(0b1100110) + '\055' + chr(0b11110 + 0o32)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\xf81'), '\x64' + '\145' + '\143' + chr(11038 - 10927) + '\144' + '\x65')('\165' + '\164' + chr(0b1001110 + 0o30) + chr(0b101011 + 0o2) + chr(56)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf7#\xde\xddK\xd2'), chr(6411 - 6311) + chr(101) + chr(0b1100011) + '\157' + '\x64' + chr(1616 - 1515))(chr(0b1001000 + 0o55) + chr(0b111011 + 0o71) + chr(0b1100110) + chr(0b101101) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xff0'), chr(0b1100100) + chr(101) + '\x63' + chr(4941 - 4830) + '\144' + chr(2723 - 2622))('\x75' + '\x74' + '\x66' + chr(0b101011 + 0o2) + chr(0b10001 + 0o47)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf7#\xde\xcaL\xd3'), '\x64' + chr(0b1010000 + 0o25) + chr(0b1100010 + 0o1) + chr(111) + '\144' + chr(8272 - 8171))('\x75' + '\x74' + '\x66' + chr(45) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b"\x84\xfc'"), chr(0b1100100) + chr(0b1000010 + 0o43) + chr(0b1100011) + chr(111) + chr(0b10 + 0o142) + chr(1889 - 1788))(chr(2955 - 2838) + chr(0b1110100) + '\x66' + chr(1482 - 1437) + '\x38'): xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf7#\xde\xd8O\xc4'), '\x64' + chr(160 - 59) + chr(99) + chr(111) + chr(0b1100100) + chr(0b1100101 + 0o0))(chr(2915 - 2798) + '\x74' + chr(0b1100110) + chr(1213 - 1168) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xe70'), chr(0b1100100) + '\x65' + chr(4225 - 4126) + chr(10791 - 10680) + chr(2722 - 2622) + chr(1949 - 1848))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + chr(0b111 + 0o61)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf7#\xde\xc9T\xd3'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b110 + 0o136) + chr(8607 - 8506))(chr(0b1101110 + 0o7) + chr(11240 - 11124) + '\x66' + chr(45) + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xf45\x94'), chr(3249 - 3149) + '\145' + chr(0b1100011) + chr(111) + chr(1317 - 1217) + chr(101))(chr(12523 - 12406) + '\x74' + chr(102) + '\x2d' + chr(0b111000)): xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xf45\x94'), chr(0b0 + 0o144) + chr(101) + chr(99) + chr(111) + chr(0b101101 + 0o67) + chr(101))('\x75' + '\164' + chr(0b1100110) + chr(45) + chr(3050 - 2994)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf28'), chr(100) + chr(0b1100101) + '\143' + '\157' + chr(0b111 + 0o135) + chr(0b1100101))(chr(11144 - 11027) + chr(0b1110100) + chr(102) + '\055' + '\x38'): xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xf7#\xde\xd3A\xdb'), chr(1806 - 1706) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(5767 - 5667) + chr(4150 - 4049))(chr(117) + chr(116) + '\146' + '\x2d' + '\x38')} if NLcc3BCJnQka not in fAlA6Zqq6nXw: raise n0ZkatoveZpF(f'Unexpected size argument value: {NLcc3BCJnQka}.\n See `widgets.image_downloader._img_sizes` for supported sizes.') if V4roHaS3Ppej not in NRIdsaDymiUS: raise n0ZkatoveZpF(f'Unexpected image file format: {V4roHaS3Ppej}. Use jpg, gif, png, bmp, svg, webp, or ico.') return xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xe55\x97\x87'), '\144' + chr(9557 - 9456) + chr(0b1000000 + 0o43) + '\x6f' + chr(0b1100100) + '\x65')(chr(952 - 835) + '\164' + '\146' + '\x2d' + chr(0b110 + 0o62)) + fAlA6Zqq6nXw[NLcc3BCJnQka] + xafqLlk3kkUe(SXOLrMavuUCe(b'\xca'), '\144' + chr(0b1100101) + chr(717 - 618) + chr(0b1101111) + chr(2872 - 2772) + '\145')(chr(0b1000000 + 0o65) + chr(1385 - 1269) + '\x66' + '\055' + chr(0b111000)) + NRIdsaDymiUS[V4roHaS3Ppej]
fastai/fastai
fastai/widgets/image_downloader.py
_search_url
def _search_url(search_term:str, size:str='>400*300', format:str='jpg') -> str: "Return a Google Images Search URL for a given search term." return ('https://www.google.com/search?q=' + quote(search_term) + '&espv=2&biw=1366&bih=667&site=webhp&source=lnms&tbm=isch' + _url_params(size, format) + '&sa=X&ei=XosDVaCXD8TasATItgE&ved=0CAcQ_AUoAg')
python
def _search_url(search_term:str, size:str='>400*300', format:str='jpg') -> str: "Return a Google Images Search URL for a given search term." return ('https://www.google.com/search?q=' + quote(search_term) + '&espv=2&biw=1366&bih=667&site=webhp&source=lnms&tbm=isch' + _url_params(size, format) + '&sa=X&ei=XosDVaCXD8TasATItgE&ved=0CAcQ_AUoAg')
[ "def", "_search_url", "(", "search_term", ":", "str", ",", "size", ":", "str", "=", "'>400*300'", ",", "format", ":", "str", "=", "'jpg'", ")", "->", "str", ":", "return", "(", "'https://www.google.com/search?q='", "+", "quote", "(", "search_term", ")", "+", "'&espv=2&biw=1366&bih=667&site=webhp&source=lnms&tbm=isch'", "+", "_url_params", "(", "size", ",", "format", ")", "+", "'&sa=X&ei=XosDVaCXD8TasATItgE&ved=0CAcQ_AUoAg'", ")" ]
Return a Google Images Search URL for a given search term.
[ "Return", "a", "Google", "Images", "Search", "URL", "for", "a", "given", "search", "term", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L103-L107
train
Return a Google Images Search URL for a given search term.
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' + '\x34' + chr(1878 - 1826), 27802 - 27794), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2209 - 2159) + chr(1401 - 1353) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(55) + chr(2182 - 2133), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b111101 + 0o62) + chr(558 - 508) + '\063' + chr(0b110 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1010 + 0o50) + chr(0b110011) + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b10011 + 0o134) + chr(0b110111) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(50) + chr(1890 - 1840) + '\061', 24179 - 24171), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\x34' + '\x32', 54852 - 54844), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\067' + chr(954 - 900), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b11110 + 0o27) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(1382 - 1328) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(0b101 + 0o55) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + chr(561 - 507) + '\x36', 43854 - 43846), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1110 + 0o43) + '\061' + '\x33', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(372 - 323) + chr(0b111 + 0o56) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + '\x31' + chr(0b110010) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(52) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\x36' + chr(0b11000 + 0o30), 61667 - 61659), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110000) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7800 - 7689) + chr(297 - 246) + chr(70 - 18) + chr(0b101111 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b110100) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1011000 + 0o27) + '\063' + chr(0b11 + 0o55) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1354 - 1303) + chr(0b110010) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b110001 + 0o76) + chr(2040 - 1989) + chr(0b110101) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1000101 + 0o52) + chr(49) + '\060' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1101 + 0o44) + chr(52) + chr(78 - 30), ord("\x08")), ehT0Px3KOsy9(chr(381 - 333) + chr(0b1101111) + '\x33' + chr(1818 - 1770) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1482 - 1434) + chr(111) + chr(1340 - 1291) + chr(0b110111) + '\x31', 39254 - 39246), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110010 + 0o75) + '\062' + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010 + 0o5) + chr(0b110001), 18914 - 18906), ehT0Px3KOsy9(chr(676 - 628) + '\157' + '\061' + chr(1655 - 1603) + chr(0b1001 + 0o50), 55118 - 55110), ehT0Px3KOsy9('\060' + '\157' + chr(0b110110) + chr(521 - 472), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100011 + 0o114) + chr(814 - 765) + chr(1583 - 1532) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(50) + '\x31' + chr(48), 48384 - 48376), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(1834 - 1780) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(111) + chr(947 - 898) + chr(55) + chr(51), 0o10), ehT0Px3KOsy9(chr(1853 - 1805) + '\x6f' + chr(0b110011) + chr(0b110110 + 0o1) + '\x30', 40153 - 40145), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010010 + 0o35) + chr(0b110011) + '\x31', 0o10), ehT0Px3KOsy9(chr(1957 - 1909) + chr(111) + chr(402 - 352) + chr(0b101111 + 0o2) + chr(0b110011), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\065' + chr(888 - 840), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\n'), chr(0b1100100) + chr(0b11111 + 0o106) + chr(99) + '\157' + chr(100) + chr(101))(chr(11688 - 11571) + chr(0b1110100) + '\146' + chr(0b10 + 0o53) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def YiCVk50ijSNt(G_GmyhRYZSY6, NLcc3BCJnQka=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a\xb3\xc9\xad\xb2\r\xa1R'), chr(0b11101 + 0o107) + chr(7110 - 7009) + chr(5779 - 5680) + '\x6f' + chr(100) + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + chr(0b110101 + 0o3)), V4roHaS3Ppej=xafqLlk3kkUe(SXOLrMavuUCe(b'N\xf7\x9e'), '\x64' + '\x65' + chr(6813 - 6714) + chr(0b1101111) + chr(3822 - 3722) + chr(0b1100101))(chr(324 - 207) + chr(116) + '\146' + chr(45) + '\070')) -> M8_cKLkHVB2V: return xafqLlk3kkUe(SXOLrMavuUCe(b'L\xf3\x8d\xed\xeb\x04\xbeM\t\xdf\x07;\xd1$\x075IUn\x86\x89\xaa\xfa\x9c&\x01\xb6\x1ac+H\\'), '\x64' + '\145' + chr(0b1000 + 0o133) + chr(10381 - 10270) + '\x64' + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(0b1100 + 0o41) + '\x38') + awd00t4FQC3c(G_GmyhRYZSY6) + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xe2\x8a\xed\xee\x03\xa3D\x1c\xc1\x07(\x87x^d\x03R)\x8d\xdb\xf1\xe3\xd8e\x13\xad\rn)N\x04S2\xf8\xd4\x08\x97l\xf9G\xe2\xc4\xf1\xf6S\xe2D\n\xca\x1d(\xdf8\x0b:'), chr(100) + chr(5995 - 5894) + chr(99) + '\157' + chr(100) + chr(4432 - 4331))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\055' + '\x38') + lyuqxu7sF2Cq(NLcc3BCJnQka, V4roHaS3Ppej) + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xf4\x98\xa0\xc0\x18\xf4\x0bC\xf0\x1ff\xf2\x1d\t\x11}tx\xb1\x87\xb4\x94\xbb\n\x14\xa3<-b\\\x05\x0cj\xcb\xb3\x18\xa9F\xcaq\xe8\xb8\xfa'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1010011 + 0o21) + '\x65')(chr(117) + chr(5378 - 5262) + '\146' + chr(0b101101 + 0o0) + chr(56))
fastai/fastai
fastai/widgets/image_downloader.py
_fetch_img_tuples
def _fetch_img_tuples(url:str, format:str='jpg', n_images:int=10) -> list: "Parse the Google Images Search for urls and return the image metadata as tuples (fname, url)." headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2228.0 Safari/537.36'} html = requests.get(url, headers=headers).text return _html_to_img_tuples(html, format=format, n_images=n_images)
python
def _fetch_img_tuples(url:str, format:str='jpg', n_images:int=10) -> list: "Parse the Google Images Search for urls and return the image metadata as tuples (fname, url)." headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2228.0 Safari/537.36'} html = requests.get(url, headers=headers).text return _html_to_img_tuples(html, format=format, n_images=n_images)
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Parse the Google Images Search for urls and return the image metadata as tuples (fname, url).
[ "Parse", "the", "Google", "Images", "Search", "for", "urls", "and", "return", "the", "image", "metadata", "as", "tuples", "(", "fname", "url", ")", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L113-L117
train
Parse the Google Images Search for urls and return the image metadata as tuples ( fname url ).
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) + '\063' + '\x32' + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(48) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(49) + '\x31' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + '\x31' + chr(2551 - 2497) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1001 + 0o52) + '\x33' + chr(1415 - 1360), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(51) + chr(0b100000 + 0o23) + chr(2539 - 2486), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1011 + 0o144) + '\x31' + '\x36' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(49) + '\x31' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b100100 + 0o113) + '\062' + chr(50) + chr(0b10000 + 0o42), 0b1000), ehT0Px3KOsy9('\060' + chr(3954 - 3843) + chr(51) + chr(1736 - 1681) + '\x35', 12123 - 12115), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b10011 + 0o42) + chr(0b1101 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\x33' + chr(50) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1443 - 1393) + '\065' + chr(0b0 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(1857 - 1803) + chr(419 - 369), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b110010 + 0o75) + chr(50) + chr(0b101100 + 0o4) + '\067', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1641 - 1591) + chr(0b11101 + 0o23) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8381 - 8270) + chr(0b110001) + chr(0b11 + 0o60) + '\061', 0b1000), ehT0Px3KOsy9(chr(677 - 629) + '\x6f' + chr(0b110111) + chr(50), 0o10), ehT0Px3KOsy9(chr(841 - 793) + chr(0b1101111) + chr(0b110001) + chr(0b10011 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(1809 - 1761), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b110110 + 0o71) + '\x32' + chr(0b110111) + chr(0b10111 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(2184 - 2136) + chr(0b1101111) + chr(50) + '\x34' + chr(0b101111 + 0o2), 0o10), ehT0Px3KOsy9(chr(998 - 950) + '\x6f' + chr(49) + '\067' + '\066', 0b1000), ehT0Px3KOsy9(chr(1218 - 1170) + '\x6f' + chr(0b1101 + 0o46) + chr(0b1000 + 0o55) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(85 - 36) + chr(0b1011 + 0o53) + '\062', 62412 - 62404), ehT0Px3KOsy9(chr(1248 - 1200) + chr(111) + '\x32' + chr(51) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100101 + 0o12) + chr(0b1011 + 0o47) + chr(52) + chr(0b101 + 0o60), 0o10), ehT0Px3KOsy9(chr(1945 - 1897) + chr(0b1100100 + 0o13) + chr(2065 - 2015) + chr(51) + chr(2264 - 2216), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(0b110010) + chr(0b101111 + 0o3) + chr(0b1111 + 0o50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011 + 0o0) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1941 - 1893) + chr(0b111110 + 0o61) + chr(0b101111 + 0o6), 28900 - 28892), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + '\x31' + chr(0b110111) + chr(50), 0o10), ehT0Px3KOsy9(chr(252 - 204) + chr(943 - 832) + chr(0b110011) + '\066' + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\x34' + '\x32', 0b1000), ehT0Px3KOsy9(chr(1887 - 1839) + '\x6f' + chr(51) + '\060' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b11111 + 0o25), 0b1000), ehT0Px3KOsy9('\060' + chr(5974 - 5863) + '\062' + chr(982 - 928) + chr(0b110101), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(0b100 + 0o54), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd'), '\x64' + chr(0b10111 + 0o116) + '\x63' + '\x6f' + chr(0b1100100) + chr(9835 - 9734))(chr(117) + chr(0b10011 + 0o141) + chr(429 - 327) + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def HSbS7mUeAM_6(CYCr3xzMHl4K, V4roHaS3Ppej=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xb5+'), chr(1356 - 1256) + chr(4586 - 4485) + chr(4695 - 4596) + '\x6f' + chr(2177 - 2077) + chr(9526 - 9425))(chr(117) + chr(116) + chr(102) + chr(0b110 + 0o47) + chr(0b11101 + 0o33)), ZGhmNOY5Qz38=ehT0Px3KOsy9('\060' + chr(111) + chr(0b10101 + 0o34) + chr(0b110010), 8)) -> YyaZ4tpXu4lf: Po1zXXTKc_sm = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\xb6)\x94X\x9e\xbax\x1d9'), chr(0b1100100) + '\145' + chr(0b111100 + 0o47) + chr(0b1100001 + 0o16) + chr(7191 - 7091) + chr(101))(chr(117) + chr(116) + chr(4171 - 4069) + chr(0b11 + 0o52) + '\x38'): xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\xaa6\x8f\x19\xb3\xbc2Fc\xa2\xdd\x04\x82\xc1\x9c\xe3\xedm*\x1aD\\\x9c\x97P\xdc[\xbb\xe4\xe8\xe7s`-\x97\x80\x8bu\xc1\xfc\xf0\x7f\xd1[\xec\xeb=[\x06\xda\xa9a\x99\x84\xd2\xeb\xebq<\x1aMm\xdf\xca\x11\xc4R\xd8\xcd\xea\xf8r`U\xc6\xd3\xee,\x9b\xe1\xf7~\xde[\xef\xfdN\x12+\xf3\x8fE\xfa\x9d\xc1\xb0\xac)o'), chr(100) + chr(101) + chr(598 - 499) + '\x6f' + chr(100) + '\145')('\x75' + chr(116) + '\x66' + '\x2d' + chr(0b111000))} kK5tVZVlLKWY = Mx6ixpcPMQy3.get(CYCr3xzMHl4K, headers=Po1zXXTKc_sm).text return FaTJ49p3Oewi(kK5tVZVlLKWY, format=V4roHaS3Ppej, n_images=ZGhmNOY5Qz38)
fastai/fastai
fastai/widgets/image_downloader.py
_html_to_img_tuples
def _html_to_img_tuples(html:str, format:str='jpg', n_images:int=10) -> list: "Parse the google images html to img tuples containining `(fname, url)`" bs = BeautifulSoup(html, 'html.parser') img_tags = bs.find_all('div', {'class': 'rg_meta'}) metadata_dicts = (json.loads(e.text) for e in img_tags) img_tuples = ((_img_fname(d['ou']), d['ou']) for d in metadata_dicts if d['ity'] == format) return list(itertools.islice(img_tuples, n_images))
python
def _html_to_img_tuples(html:str, format:str='jpg', n_images:int=10) -> list: "Parse the google images html to img tuples containining `(fname, url)`" bs = BeautifulSoup(html, 'html.parser') img_tags = bs.find_all('div', {'class': 'rg_meta'}) metadata_dicts = (json.loads(e.text) for e in img_tags) img_tuples = ((_img_fname(d['ou']), d['ou']) for d in metadata_dicts if d['ity'] == format) return list(itertools.islice(img_tuples, n_images))
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Parse the google images html to img tuples containining `(fname, url)`
[ "Parse", "the", "google", "images", "html", "to", "img", "tuples", "containining", "(", "fname", "url", ")" ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L119-L125
train
Parse the google images html to img tuples containining ( fname url )
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(0b110111) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(3306 - 3195) + chr(0b100001 + 0o20) + chr(54) + '\x30', 14190 - 14182), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100111 + 0o13) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11111 + 0o22) + '\x31' + chr(857 - 804), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1111 + 0o140) + chr(0b10111 + 0o33) + chr(2040 - 1988) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + chr(8536 - 8425) + chr(0b110010) + chr(0b101100 + 0o6) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100010 + 0o21) + '\x30' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(1261 - 1208) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10100 + 0o41) + chr(0b110111), 46594 - 46586), ehT0Px3KOsy9(chr(48) + chr(7748 - 7637) + chr(0b110111) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(0b110000) + chr(0b110110), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(330 - 281) + chr(0b1 + 0o64) + chr(0b11111 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\065' + chr(0b10010 + 0o43), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(1821 - 1766) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1785 - 1737) + chr(4901 - 4790) + chr(0b110010) + chr(51) + chr(0b100100 + 0o14), 0o10), ehT0Px3KOsy9(chr(48) + chr(1416 - 1305) + chr(49) + '\063' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(51) + '\064', 57644 - 57636), ehT0Px3KOsy9('\060' + chr(1889 - 1778) + chr(0b110011) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(9541 - 9430) + chr(0b101001 + 0o12) + chr(48) + chr(879 - 829), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(7735 - 7624) + chr(49) + '\063' + '\063', 62509 - 62501), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + '\063' + chr(48), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x31' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(4227 - 4116) + '\x33' + chr(0b110000) + chr(0b110101), 33995 - 33987), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b101111 + 0o5) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6728 - 6617) + chr(0b101110 + 0o5) + '\065' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(879 - 827) + chr(0b10101 + 0o34), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100110 + 0o11) + chr(1953 - 1903) + chr(420 - 368) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(0b1000 + 0o57) + chr(52), 0o10), ehT0Px3KOsy9(chr(1050 - 1002) + chr(0b1101111) + '\x32' + chr(52 - 4) + '\060', 0o10), ehT0Px3KOsy9(chr(745 - 697) + '\157' + chr(0b110010) + chr(0b110010) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10700 - 10589) + '\062' + chr(2179 - 2129) + '\060', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(417 - 368) + chr(2061 - 2009) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\064' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100111 + 0o13) + chr(0b110101) + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7581 - 7470) + '\062' + chr(0b1100 + 0o45) + chr(0b11101 + 0o32), 0b1000), ehT0Px3KOsy9(chr(2295 - 2247) + '\157' + '\x31' + chr(0b100001 + 0o22) + chr(52), 32310 - 32302), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(9376 - 9265) + '\063' + chr(291 - 242) + chr(0b10000 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(6414 - 6303) + chr(50) + '\x30' + '\060', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(5712 - 5601) + '\x35' + chr(0b10111 + 0o31), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x13'), chr(100) + '\x65' + '\143' + chr(0b1101100 + 0o3) + chr(0b1100100) + chr(101))('\165' + '\x74' + chr(102) + chr(0b1011 + 0o42) + chr(0b111000)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def FaTJ49p3Oewi(kK5tVZVlLKWY, V4roHaS3Ppej=xafqLlk3kkUe(SXOLrMavuUCe(b'W\x00r'), '\x64' + chr(0b101110 + 0o67) + chr(99) + '\157' + chr(0b1100000 + 0o4) + chr(3124 - 3023))(chr(0b111000 + 0o75) + '\164' + chr(2350 - 2248) + chr(0b101101) + '\x38'), ZGhmNOY5Qz38=ehT0Px3KOsy9('\060' + chr(10932 - 10821) + chr(164 - 115) + '\x32', 0b1000)) -> YyaZ4tpXu4lf: SfegzJB3EFQO = UIj2DOxpRhdZ(kK5tVZVlLKWY, xafqLlk3kkUe(SXOLrMavuUCe(b'U\x04x!\x88\xe6\xa7\xd9\\]4'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(0b110110 + 0o71) + '\x64' + chr(0b1100101))(chr(0b10110 + 0o137) + chr(0b101111 + 0o105) + '\x66' + '\x2d' + chr(56))) Vt6flvt7xlc7 = SfegzJB3EFQO.find_all(xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x19c'), chr(2925 - 2825) + chr(7602 - 7501) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(7633 - 7516) + chr(0b1110100) + chr(0b111110 + 0o50) + chr(45) + '\070'), {xafqLlk3kkUe(SXOLrMavuUCe(b'^\x1ct>\xd5'), '\144' + chr(9081 - 8980) + chr(0b1111 + 0o124) + chr(111) + chr(0b1000100 + 0o40) + chr(101))('\x75' + '\164' + '\x66' + chr(0b101101) + '\x38'): xafqLlk3kkUe(SXOLrMavuUCe(b'O\x17J \xc3\xe2\xa7'), '\x64' + chr(0b101110 + 0o67) + '\143' + '\x6f' + '\144' + chr(101))(chr(117) + chr(2336 - 2220) + '\x66' + chr(0b101101) + '\x38')}) FPzEMyYri8e0 = (fXk443epxtd5.loads(GlnVAPeT6CUe.text) for GlnVAPeT6CUe in Vt6flvt7xlc7) t_tzQGEuNklw = ((t7TvObvgZv_a(pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'R\x05'), chr(0b1100100) + '\x65' + '\x63' + chr(111) + chr(6718 - 6618) + chr(0b1100101))('\x75' + chr(0b1110100 + 0o0) + '\x66' + '\055' + chr(0b101010 + 0o16))]), pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'R\x05'), chr(100) + chr(0b1000101 + 0o40) + chr(0b1000101 + 0o36) + chr(0b1001000 + 0o47) + '\x64' + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(45) + chr(2202 - 2146))]) for pd3lxn9vqWxp in FPzEMyYri8e0 if pd3lxn9vqWxp[xafqLlk3kkUe(SXOLrMavuUCe(b'T\x04l'), chr(100) + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(9739 - 9639) + chr(0b101011 + 0o72))(chr(117) + chr(11020 - 10904) + chr(0b1100110) + '\055' + chr(210 - 154))] == V4roHaS3Ppej) return YyaZ4tpXu4lf(xafqLlk3kkUe(nLSuLqmR6kNP, xafqLlk3kkUe(SXOLrMavuUCe(b'T\x03y$\xc5\xf3'), chr(0b1010 + 0o132) + chr(101) + '\x63' + '\x6f' + chr(0b1100100) + chr(2656 - 2555))('\x75' + '\164' + chr(0b1100110) + chr(0b101101) + chr(3100 - 3044)))(t_tzQGEuNklw, ZGhmNOY5Qz38))
fastai/fastai
fastai/widgets/image_downloader.py
_fetch_img_tuples_webdriver
def _fetch_img_tuples_webdriver(url:str, format:str='jpg', n_images:int=150) -> list: """ Parse the Google Images Search for urls and return the image metadata as tuples (fname, url). Use this for downloads of >100 images. Requires `selenium`. """ try: from selenium import webdriver from selenium.webdriver.common.keys import Keys except: print("""Looks like you're trying to download > 100 images and `selenium` is not installed. Try running `pip install selenium` to fix this. You'll also need chrome and `chromedriver` installed.""") options = webdriver.ChromeOptions() options.add_argument("--headless") try: driver = webdriver.Chrome(chrome_options=options) except: print("""Error initializing chromedriver. Check if it's in your path by running `which chromedriver`""") driver.set_window_size(1440, 900) driver.get(url) for i in range(n_images // 100 + 1): driver.execute_script("window.scrollTo(0, document.body.scrollHeight)") time.sleep(0.5 + random.random()/2.0) n_available = len(driver.find_elements_by_css_selector("div.rg_meta")) if n_available < n_images: raise ValueError(f"Requested {n_images} images, but only found {n_available}.") html = driver.page_source driver.close() return _html_to_img_tuples(html, format=format, n_images=n_images)
python
def _fetch_img_tuples_webdriver(url:str, format:str='jpg', n_images:int=150) -> list: """ Parse the Google Images Search for urls and return the image metadata as tuples (fname, url). Use this for downloads of >100 images. Requires `selenium`. """ try: from selenium import webdriver from selenium.webdriver.common.keys import Keys except: print("""Looks like you're trying to download > 100 images and `selenium` is not installed. Try running `pip install selenium` to fix this. You'll also need chrome and `chromedriver` installed.""") options = webdriver.ChromeOptions() options.add_argument("--headless") try: driver = webdriver.Chrome(chrome_options=options) except: print("""Error initializing chromedriver. Check if it's in your path by running `which chromedriver`""") driver.set_window_size(1440, 900) driver.get(url) for i in range(n_images // 100 + 1): driver.execute_script("window.scrollTo(0, document.body.scrollHeight)") time.sleep(0.5 + random.random()/2.0) n_available = len(driver.find_elements_by_css_selector("div.rg_meta")) if n_available < n_images: raise ValueError(f"Requested {n_images} images, but only found {n_available}.") html = driver.page_source driver.close() return _html_to_img_tuples(html, format=format, n_images=n_images)
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Parse the Google Images Search for urls and return the image metadata as tuples (fname, url). Use this for downloads of >100 images. Requires `selenium`.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L127-L157
train
Fetch the Google Images from the given URL and return the image metadata as tuples.
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(2032 - 1984) + chr(0b1011001 + 0o26) + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10111 + 0o32) + chr(0b110101) + '\060', 0b1000), ehT0Px3KOsy9(chr(539 - 491) + chr(0b11101 + 0o122) + chr(49) + chr(55) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(1741 - 1690) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(1285 - 1237) + chr(0b101110 + 0o101) + chr(0b1101 + 0o51) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101001 + 0o10) + chr(50) + chr(1873 - 1822), 3771 - 3763), ehT0Px3KOsy9(chr(48) + chr(0b1100 + 0o143) + chr(0b101100 + 0o6) + '\x35' + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000000 + 0o57) + chr(50) + '\x30' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(6650 - 6539) + chr(2591 - 2537) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(387 - 336) + chr(2247 - 2193) + chr(0b110001), 33381 - 33373), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1788 - 1734) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(49) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1176 - 1128) + chr(0b1101111) + chr(0b110010) + chr(1720 - 1665) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(7312 - 7201) + chr(0b110011) + '\062' + '\066', 0o10), ehT0Px3KOsy9(chr(97 - 49) + '\x6f' + chr(0b110000 + 0o2) + chr(2852 - 2798) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + '\x36' + '\066', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(356 - 302), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(2595 - 2484) + chr(55) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11111 + 0o24) + chr(2551 - 2496) + chr(0b110001 + 0o0), 47927 - 47919), ehT0Px3KOsy9('\x30' + '\x6f' + '\067' + '\x32', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(2479 - 2426) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100 + 0o56) + chr(0b110000) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001 + 0o0) + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(50) + '\063' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(51) + chr(2122 - 2070) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(12299 - 12188) + chr(0b11101 + 0o24) + chr(52) + chr(0b110 + 0o61), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(149 - 100) + chr(0b100011 + 0o15) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(8974 - 8863) + chr(0b1010 + 0o51) + chr(2354 - 2304) + '\x31', 0b1000), ehT0Px3KOsy9(chr(1114 - 1066) + '\x6f' + '\062' + chr(54) + '\x37', 51179 - 51171), ehT0Px3KOsy9('\060' + chr(0b1010000 + 0o37) + '\x31' + '\063' + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10000 + 0o41) + chr(1244 - 1191) + '\065', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(4188 - 4077) + '\x31' + chr(0b100110 + 0o20) + chr(0b101011 + 0o12), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(50) + chr(53) + chr(1900 - 1845), 8), ehT0Px3KOsy9(chr(0b110000) + chr(8920 - 8809) + '\x31' + chr(50) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101100 + 0o7) + chr(0b110101) + chr(328 - 278), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(516 - 466) + chr(0b1110 + 0o51) + chr(0b101111 + 0o10), ord("\x08")), ehT0Px3KOsy9(chr(1316 - 1268) + '\157' + chr(50) + chr(0b11100 + 0o24) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\063' + chr(1647 - 1592) + '\063', 39459 - 39451)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10010 + 0o43) + '\060', 33573 - 33565)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x16'), '\x64' + '\145' + '\143' + chr(4702 - 4591) + chr(0b10011 + 0o121) + chr(101))(chr(117) + chr(116) + '\x66' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def kLMHONeqRm5x(CYCr3xzMHl4K, V4roHaS3Ppej=xafqLlk3kkUe(SXOLrMavuUCe(b'R\x18\x1c'), '\144' + chr(832 - 731) + chr(1249 - 1150) + '\x6f' + chr(100) + '\x65')(chr(117) + chr(0b100 + 0o160) + '\x66' + '\x2d' + '\070'), ZGhmNOY5Qz38=ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1011110 + 0o21) + chr(696 - 646) + chr(1847 - 1797) + chr(0b100111 + 0o17), ord("\x08"))) -> YyaZ4tpXu4lf: try: (VeXNvLROecVG,) = (xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'K\r\x17\xbc\\:\xda\xed'), chr(0b1011110 + 0o6) + chr(101) + '\143' + '\157' + chr(0b111111 + 0o45) + chr(0b1100101))('\165' + chr(7277 - 7161) + chr(3296 - 3194) + chr(0b101100 + 0o1) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'O\r\x19\xbd@:\xd9\xe5D'), chr(3224 - 3124) + chr(0b1100101) + chr(99) + chr(111) + '\144' + chr(0b1 + 0o144))(chr(0b101000 + 0o115) + chr(0b1110100) + chr(102) + chr(45) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b'O\r\x19\xbd@:\xd9\xe5D'), '\144' + '\145' + chr(2999 - 2900) + '\157' + '\144' + '\145')(chr(12231 - 12114) + '\164' + chr(0b1100110) + chr(0b101101) + '\x38')),) (CIp9lFQzrNAD,) = (xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'K\r\x17\xbc\\:\xda\xed\x18\x86\x16`\xad\xce\xbf\xc6Sd\x14\x9aU\x82\xea\x1e\xf5\xcd\x0c$\xa8\xc4'), chr(0b111101 + 0o47) + chr(101) + chr(0b1011011 + 0o10) + chr(111) + '\144' + chr(0b1100101))('\x75' + chr(11226 - 11110) + chr(102) + '\055' + chr(903 - 847)), xafqLlk3kkUe(SXOLrMavuUCe(b's\r\x02\xaa'), chr(2843 - 2743) + chr(0b1100101) + '\143' + '\x6f' + chr(5697 - 5597) + chr(0b1100101))(chr(387 - 270) + '\x74' + chr(0b1100100 + 0o2) + chr(0b1 + 0o54) + chr(2842 - 2786))), xafqLlk3kkUe(SXOLrMavuUCe(b'O\r\x19\xbd@:\xd9\xe5D'), '\144' + chr(0b1100101) + chr(7605 - 7506) + chr(111) + '\144' + chr(101))(chr(0b1110101) + chr(5602 - 5486) + '\146' + chr(0b101101) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'[\x07\x16\xb4]='), '\x64' + chr(8487 - 8386) + '\143' + chr(0b1101111) + chr(0b1001111 + 0o25) + chr(2282 - 2181))('\x75' + chr(0b1110100) + chr(102) + chr(45) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'S\r\x02\xaa'), '\x64' + '\145' + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(5077 - 4961) + chr(0b1100110) + '\x2d' + chr(0b1111 + 0o51))), xafqLlk3kkUe(SXOLrMavuUCe(b's\r\x02\xaa'), chr(100) + chr(0b1011011 + 0o12) + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + '\145')(chr(9809 - 9692) + chr(0b1110100) + chr(102) + chr(1940 - 1895) + chr(0b10011 + 0o45))),) except ZVWAAMjVVHHl: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b't\x07\x14\xb2As\xc3\xe9]\x94S{\xa6\xc9\xf1\xc2S6N\x8bC\x86\xe9\x16\xbb\x97\x08a\xb5\xd8)\x03r\x1a\xce0\xca\x81\xa2\xca\x08X[\xb0_2\xc8\xe5E\xd1\x12l\xad\x9c\xb6\xc3Sz_\x97S\x9a\xea\x11\x91\xc3Ga\xf1\x97~M>U\x8ft\xca\x9f\xa2\xdb\x18\x01\x08\xf9\\<\xdb\xa0_\x9f\x00v\xa8\xd0\xba\xd5R8\x1a\xadH\x96\xa7\x03\xee\x8d\t(\xbf\xd0~\rn\x1c\xdft\x83\xd1\xf1\x8fY\x04\x17\xf9A6\xc3\xe5X\x98\x06o\xa9\x9c\xa2\xdf\x16pS\x81\x1a\x9b\xef\x18\xe8\xcdma\xf1\x97~M>U\x8ft\xca\x9f\xa2\xdb\x18H[\x80]&\x88\xecZ\xd1\x12n\xba\xd3\xf6\xdeSs^\xd9Y\x87\xf5\x1e\xf6\x86G \xbf\xd3~\r}\x1d\xdd;\x87\xda\xe6\x89Q\x1e\x1e\xabRs\xc6\xeeE\x85\x12n\xa5\xd9\xb2\x9e'), chr(0b1100 + 0o130) + chr(101) + '\143' + chr(0b110101 + 0o72) + chr(3323 - 3223) + chr(101))(chr(11630 - 11513) + '\164' + chr(0b101101 + 0o71) + chr(45) + '\x38')) vvlcdVOK7clu = VeXNvLROecVG.ChromeOptions() xafqLlk3kkUe(vvlcdVOK7clu, xafqLlk3kkUe(SXOLrMavuUCe(b'Y\x0c\x1f\x86S!\xc8\xf5[\x94\x1dv'), '\x64' + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(0b1011110 + 0o7))(chr(117) + '\x74' + chr(102) + '\x2d' + chr(2712 - 2656)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x15E\x13\xbcS7\xc3\xe5E\x82'), '\144' + '\x65' + chr(1526 - 1427) + chr(0b1101111) + '\x64' + chr(6076 - 5975))(chr(0b1110101) + chr(506 - 390) + chr(0b10110 + 0o120) + chr(969 - 924) + chr(1291 - 1235))) try: N4nnhjkDwCnA = VeXNvLROecVG.Chrome(chrome_options=vvlcdVOK7clu) except ZVWAAMjVVHHl: zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'}\x1a\t\xb6@s\xc6\xee_\x85\x1ac\xa5\xd5\xac\xd9Xq\x1a\x9aR\x9d\xe8\x1c\xfe\x87\x15(\xa7\xd2,C\x14U\x8ft\xca\x9f\xa2\xdb\x18H[\xf9\x12s\x8f\xa0\x16\xd1S"\xe9\xff\xbe\xd5U}\x1a\x90\\\xcf\xee\x05\xbc\x90G(\xbf\x97\'\x02k\x07\x8f$\x8b\xcb\xea\xdbZ\x11[\xabG=\xc1\xe9X\x96Sb\xbe\xd4\xbf\xd3^6Y\x91H\x80\xea\x14\xff\x91\x0e7\xb4\xc5>'), '\144' + chr(0b1010010 + 0o23) + chr(0b1100 + 0o127) + '\157' + chr(8014 - 7914) + chr(0b1100101))('\x75' + '\x74' + chr(102) + chr(45) + chr(1201 - 1145))) xafqLlk3kkUe(N4nnhjkDwCnA, xafqLlk3kkUe(SXOLrMavuUCe(b'K\r\x0f\x86E:\xc1\xe4Y\x86,q\xa0\xc6\xb3'), chr(0b1100000 + 0o4) + '\145' + chr(99) + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + chr(0b1000100 + 0o60) + '\146' + '\x2d' + '\070'))(ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\x36' + '\x34' + chr(0b10100 + 0o34), 14938 - 14930), ehT0Px3KOsy9('\060' + chr(1718 - 1607) + '\x31' + '\x36' + chr(0b11110 + 0o22) + '\x34', 0o10)) xafqLlk3kkUe(N4nnhjkDwCnA, xafqLlk3kkUe(SXOLrMavuUCe(b'_\r\x0f'), chr(0b111111 + 0o45) + chr(2573 - 2472) + chr(0b1011111 + 0o4) + chr(0b1101111) + '\x64' + chr(3506 - 3405))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(45) + chr(0b1010 + 0o56)))(CYCr3xzMHl4K) for WVxHKyX45z_L in vQr8gNKaIaWE(ZGhmNOY5Qz38 // ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b10 + 0o155) + '\061' + '\x34' + chr(0b110100), ord("\x08")) + ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1022 - 973), 0b1000)): xafqLlk3kkUe(N4nnhjkDwCnA, xafqLlk3kkUe(SXOLrMavuUCe(b"]\x10\x1e\xbaG'\xca\xdfE\x92\x01k\xb9\xc8"), '\x64' + '\145' + chr(0b11111 + 0o104) + chr(111) + '\x64' + chr(0b1100101))(chr(6248 - 6131) + '\164' + chr(102) + chr(0b10100 + 0o31) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'O\x01\x15\xbd]$\x81\xf3U\x83\x1cn\xa5\xe8\xb9\x98\x06:\x1a\x9dU\x8c\xf2\x1c\xfe\x8d\x13o\xb3\xd8:\x140\x06\xcc&\x85\xd3\xee\xb3]\x01\x1c\xb1Fz'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(7123 - 7012) + chr(3514 - 3414) + '\145')(chr(0b1110101) + chr(116) + chr(8831 - 8729) + chr(0b11100 + 0o21) + chr(0b111000))) xafqLlk3kkUe(ltvhPP4VhXre, xafqLlk3kkUe(SXOLrMavuUCe(b'K\x04\x1e\xbcB'), chr(100) + chr(101) + '\143' + chr(2449 - 2338) + chr(3691 - 3591) + chr(0b110111 + 0o56))(chr(117) + '\164' + chr(0b1001100 + 0o32) + chr(0b10110 + 0o27) + chr(0b111000)))(0.5 + xafqLlk3kkUe(drxw09AdRdci, xafqLlk3kkUe(SXOLrMavuUCe(b'J\t\x15\xbd]>'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b10001 + 0o123) + chr(0b1100100 + 0o1))('\165' + '\164' + chr(0b110100 + 0o62) + '\055' + chr(0b111000)))() / 2.0) KY8jPXxYN_y_ = c2A0yzQpDQB3(N4nnhjkDwCnA.find_elements_by_css_selector(xafqLlk3kkUe(SXOLrMavuUCe(b'\\\x01\r\xf7@4\xf0\xedS\x85\x12'), '\144' + chr(9122 - 9021) + '\x63' + chr(111) + chr(0b1011000 + 0o14) + chr(0b1100101))(chr(0b1110101) + chr(0b111011 + 0o71) + '\x66' + chr(679 - 634) + chr(56)))) if KY8jPXxYN_y_ < ZGhmNOY5Qz38: raise q1QCh3W88sgk(f'Requested {ZGhmNOY5Qz38} images, but only found {KY8jPXxYN_y_}.') kK5tVZVlLKWY = N4nnhjkDwCnA.page_source xafqLlk3kkUe(N4nnhjkDwCnA, xafqLlk3kkUe(SXOLrMavuUCe(b'[\x04\x14\xaaW'), chr(5916 - 5816) + '\x65' + '\143' + chr(0b1101111) + '\x64' + '\145')(chr(117) + '\164' + chr(6579 - 6477) + chr(0b101010 + 0o3) + chr(56)))() return FaTJ49p3Oewi(kK5tVZVlLKWY, format=V4roHaS3Ppej, n_images=ZGhmNOY5Qz38)
fastai/fastai
fastai/widgets/image_downloader.py
_download_images
def _download_images(label_path:PathOrStr, img_tuples:list, max_workers:int=defaults.cpus, timeout:int=4) -> FilePathList: """ Downloads images in `img_tuples` to `label_path`. If the directory doesn't exist, it'll be created automatically. Uses `parallel` to speed things up in `max_workers` when the system has enough CPU cores. If something doesn't work, try setting up `max_workers=0` to debug. """ os.makedirs(Path(label_path), exist_ok=True) parallel( partial(_download_single_image, label_path, timeout=timeout), img_tuples, max_workers=max_workers) return get_image_files(label_path)
python
def _download_images(label_path:PathOrStr, img_tuples:list, max_workers:int=defaults.cpus, timeout:int=4) -> FilePathList: """ Downloads images in `img_tuples` to `label_path`. If the directory doesn't exist, it'll be created automatically. Uses `parallel` to speed things up in `max_workers` when the system has enough CPU cores. If something doesn't work, try setting up `max_workers=0` to debug. """ os.makedirs(Path(label_path), exist_ok=True) parallel( partial(_download_single_image, label_path, timeout=timeout), img_tuples, max_workers=max_workers) return get_image_files(label_path)
[ "def", "_download_images", "(", "label_path", ":", "PathOrStr", ",", "img_tuples", ":", "list", ",", "max_workers", ":", "int", "=", "defaults", ".", "cpus", ",", "timeout", ":", "int", "=", "4", ")", "->", "FilePathList", ":", "os", ".", "makedirs", "(", "Path", "(", "label_path", ")", ",", "exist_ok", "=", "True", ")", "parallel", "(", "partial", "(", "_download_single_image", ",", "label_path", ",", "timeout", "=", "timeout", ")", ",", "img_tuples", ",", "max_workers", "=", "max_workers", ")", "return", "get_image_files", "(", "label_path", ")" ]
Downloads images in `img_tuples` to `label_path`. If the directory doesn't exist, it'll be created automatically. Uses `parallel` to speed things up in `max_workers` when the system has enough CPU cores. If something doesn't work, try setting up `max_workers=0` to debug.
[ "Downloads", "images", "in", "img_tuples", "to", "label_path", ".", "If", "the", "directory", "doesn", "t", "exist", "it", "ll", "be", "created", "automatically", ".", "Uses", "parallel", "to", "speed", "things", "up", "in", "max_workers", "when", "the", "system", "has", "enough", "CPU", "cores", ".", "If", "something", "doesn", "t", "work", "try", "setting", "up", "max_workers", "=", "0", "to", "debug", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L159-L168
train
Downloads images in img_tuples to label_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(0b1100 + 0o44) + chr(0b1101101 + 0o2) + chr(0b110001) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(377 - 266) + '\066' + chr(0b11110 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6706 - 6595) + '\062' + '\x33' + chr(51), 34873 - 34865), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + chr(824 - 772) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9465 - 9354) + chr(0b100001 + 0o20) + '\066' + chr(0b110010 + 0o1), 7011 - 7003), ehT0Px3KOsy9('\060' + chr(7655 - 7544) + chr(51) + '\060' + chr(1642 - 1588), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(1688 - 1637) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(7829 - 7718) + chr(2333 - 2280) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\x33' + chr(52) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(51) + chr(0b110101) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(546 - 497) + chr(1796 - 1746) + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9(chr(113 - 65) + chr(0b1110 + 0o141) + chr(0b110011) + chr(0b110111) + '\x37', 29154 - 29146), ehT0Px3KOsy9(chr(426 - 378) + chr(0b110000 + 0o77) + chr(0b10011 + 0o37) + chr(49) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110010) + chr(52) + chr(1592 - 1539), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + '\060' + '\x33', 56529 - 56521), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6089 - 5978) + '\x37' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(2002 - 1954) + '\x6f' + chr(0b100001 + 0o21) + '\x37', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b101111 + 0o2) + '\x32' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\x33' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(51) + '\x31' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100010 + 0o17) + '\x37' + chr(52), 39176 - 39168), ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(0b101 + 0o60) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(126 - 75) + chr(0b101100 + 0o10) + chr(0b110001), 18572 - 18564), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101110 + 0o1) + '\x33' + chr(0b11101 + 0o32) + chr(51), 5687 - 5679), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1624 - 1574) + chr(0b110000) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(5683 - 5572) + chr(49) + chr(52) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b0 + 0o65) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b1 + 0o60) + chr(1328 - 1279) + chr(1724 - 1673), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3747 - 3636) + chr(55) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10001 + 0o136) + chr(50) + chr(0b10100 + 0o42) + chr(52), 0b1000), ehT0Px3KOsy9(chr(733 - 685) + '\x6f' + chr(660 - 610) + chr(787 - 737), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1494 - 1443) + '\x31' + chr(1242 - 1190), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(61 - 10) + chr(0b11100 + 0o30) + chr(0b1011 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100011 + 0o17) + chr(0b110111) + chr(0b110010), 33985 - 33977), ehT0Px3KOsy9(chr(859 - 811) + '\157' + '\061' + chr(2754 - 2701) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(1664 - 1611) + '\x37', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(49) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + chr(10912 - 10801) + chr(0b1110 + 0o42), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(525 - 472) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'#'), chr(1369 - 1269) + chr(101) + chr(6763 - 6664) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(6131 - 6014) + chr(3707 - 3591) + chr(102) + chr(0b101101) + chr(3018 - 2962)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def MiApLgT6Cxvu(Y8_hgX0a4KBK, t_tzQGEuNklw, MtU7pWvhdnwP=xafqLlk3kkUe(sRkYTJirQlN8, xafqLlk3kkUe(SXOLrMavuUCe(b'nA\xeeW'), chr(100) + chr(0b111110 + 0o47) + chr(9496 - 9397) + chr(111) + '\144' + '\145')(chr(7534 - 7417) + chr(0b101100 + 0o110) + chr(0b100100 + 0o102) + chr(45) + chr(0b101001 + 0o17))), FaIjqlnzCXev=ehT0Px3KOsy9(chr(789 - 741) + chr(0b10100 + 0o133) + chr(0b1001 + 0o53), ord("\x08"))) -> _6zyeftYRjeJ: xafqLlk3kkUe(oqhJDdMJfuwx, xafqLlk3kkUe(SXOLrMavuUCe(b'`P\xf0A\x17\xaf\xed['), '\144' + '\x65' + '\143' + chr(111) + chr(0b1100100) + chr(101))('\x75' + chr(116) + '\146' + chr(45) + chr(0b111000)))(HiPOQr0Cdorg(Y8_hgX0a4KBK), exist_ok=ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(49), ord("\x08"))) m21o0ZXw2voA(q_kvx1iNIzrz(rdHF28BFN9ET, Y8_hgX0a4KBK, timeout=FaIjqlnzCXev), t_tzQGEuNklw, max_workers=MtU7pWvhdnwP) return KRPSxj4IlRJ3(Y8_hgX0a4KBK)
fastai/fastai
fastai/widgets/image_downloader.py
_download_single_image
def _download_single_image(label_path:Path, img_tuple:tuple, i:int, timeout:int=4) -> None: """ Downloads a single image from Google Search results to `label_path` given an `img_tuple` that contains `(fname, url)` of an image to download. `i` is just an iteration number `int`. """ suffix = re.findall(r'\.\w+?(?=(?:\?|$))', img_tuple[1]) suffix = suffix[0].lower() if len(suffix)>0 else '.jpg' fname = f"{i:08d}{suffix}" download_url(img_tuple[1], label_path/fname, timeout=timeout)
python
def _download_single_image(label_path:Path, img_tuple:tuple, i:int, timeout:int=4) -> None: """ Downloads a single image from Google Search results to `label_path` given an `img_tuple` that contains `(fname, url)` of an image to download. `i` is just an iteration number `int`. """ suffix = re.findall(r'\.\w+?(?=(?:\?|$))', img_tuple[1]) suffix = suffix[0].lower() if len(suffix)>0 else '.jpg' fname = f"{i:08d}{suffix}" download_url(img_tuple[1], label_path/fname, timeout=timeout)
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Downloads a single image from Google Search results to `label_path` given an `img_tuple` that contains `(fname, url)` of an image to download. `i` is just an iteration number `int`.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L170-L179
train
Downloads a single image from Google Search results to label_path.
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5605) + chr(357 - 307) + chr(49) + chr(814 - 766), 0o10), ehT0Px3KOsy9(chr(1406 - 1358) + chr(0b1101111) + chr(49) + chr(0b101 + 0o57) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\064' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + '\060', 8602 - 8594), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + '\061' + chr(55) + chr(0b10100 + 0o40), 37732 - 37724), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(1825 - 1770) + '\062', 26771 - 26763), ehT0Px3KOsy9(chr(536 - 488) + chr(0b1010001 + 0o36) + chr(1011 - 962) + chr(52), 51991 - 51983), ehT0Px3KOsy9(chr(1715 - 1667) + '\x6f' + '\063' + chr(49) + chr(2644 - 2590), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100), 25180 - 25172), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b1000 + 0o54) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b110101) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1549 - 1499) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\061' + '\x33' + chr(0b110010), 39548 - 39540), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(1967 - 1917) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + chr(9184 - 9073) + '\061' + chr(49) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101000 + 0o17) + chr(2257 - 2209), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(843 - 789) + chr(0b101000 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b100011 + 0o16) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(1738 - 1690) + chr(0b1111 + 0o140) + chr(2116 - 2067) + chr(0b1 + 0o60) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\x34', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + '\066' + chr(0b110100), 7307 - 7299), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100110 + 0o14) + chr(0b1000 + 0o52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2834 - 2723) + '\x33' + chr(0b110011), 34536 - 34528), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(2434 - 2384) + chr(2588 - 2537), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110100), 8), ehT0Px3KOsy9(chr(1328 - 1280) + chr(11728 - 11617) + chr(0b110011) + chr(0b110010 + 0o5) + '\067', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101100 + 0o12) + chr(54), 23913 - 23905), ehT0Px3KOsy9(chr(0b110000) + chr(871 - 760) + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\x34' + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x37' + chr(0b10110 + 0o34), 59670 - 59662), ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + chr(0b11011 + 0o30) + chr(0b101011 + 0o12) + chr(2529 - 2478), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100001 + 0o16) + '\x32' + '\x31', 24154 - 24146), ehT0Px3KOsy9('\060' + chr(466 - 355) + chr(0b11111 + 0o23) + chr(0b110001 + 0o2) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1531 - 1420) + chr(1921 - 1872) + chr(0b100100 + 0o15) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(907 - 858) + chr(0b100101 + 0o20) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11613 - 11502) + '\063' + chr(0b110001 + 0o5) + chr(53), 24653 - 24645), ehT0Px3KOsy9('\060' + chr(7124 - 7013) + '\063' + chr(0b101011 + 0o5) + '\x36', 32984 - 32976), ehT0Px3KOsy9('\060' + '\157' + chr(0b1111 + 0o42) + chr(373 - 323) + chr(1280 - 1232), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101 + 0o54) + chr(52) + chr(52), 42773 - 42765)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + chr(0b110101) + chr(1529 - 1481), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'9'), chr(0b1100100) + chr(0b1100100 + 0o1) + '\x63' + chr(111) + chr(3243 - 3143) + '\x65')(chr(0b1110101) + chr(10077 - 9961) + chr(4826 - 4724) + '\055' + chr(2079 - 2023)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def rdHF28BFN9ET(Y8_hgX0a4KBK, fGD1NEFYYoLi, WVxHKyX45z_L, FaIjqlnzCXev=ehT0Px3KOsy9(chr(0b110000) + chr(10137 - 10026) + '\x34', 8)) -> None: YhhkyMvxPIjH = _7u55U49WwX2.findall(xafqLlk3kkUe(SXOLrMavuUCe(b'K\xa6;\x14\x0bC\x123\xf3,\xde\x92Ne*m\x11^'), chr(0b11100 + 0o110) + chr(101) + chr(99) + chr(111) + chr(0b111101 + 0o47) + chr(3745 - 3644))(chr(117) + '\x74' + '\x66' + chr(62 - 17) + chr(2376 - 2320)), fGD1NEFYYoLi[ehT0Px3KOsy9('\060' + chr(111) + '\061', 0o10)]) YhhkyMvxPIjH = YhhkyMvxPIjH[ehT0Px3KOsy9('\x30' + chr(111) + chr(2009 - 1961), 0o10)].lower() if c2A0yzQpDQB3(YhhkyMvxPIjH) > ehT0Px3KOsy9('\x30' + '\157' + chr(1899 - 1851), 8) else xafqLlk3kkUe(SXOLrMavuUCe(b'9\xe2\x17\x04'), chr(3883 - 3783) + chr(0b1100101) + chr(0b1 + 0o142) + chr(4032 - 3921) + chr(0b1100100) + '\x65')(chr(0b11100 + 0o131) + '\x74' + chr(0b1000001 + 0o45) + chr(45) + '\x38') t3WbF0Ae42Pu = f'{WVxHKyX45z_L:08d}{YhhkyMvxPIjH}' AJe8IgYs4QkA(fGD1NEFYYoLi[ehT0Px3KOsy9(chr(1305 - 1257) + chr(0b1011111 + 0o20) + '\061', 8)], Y8_hgX0a4KBK / t3WbF0Ae42Pu, timeout=FaIjqlnzCXev)
fastai/fastai
fastai/widgets/image_downloader.py
ImageDownloader._init_ui
def _init_ui(self) -> VBox: "Initialize the widget UI and return the UI." self._search_input = Text(placeholder="What images to search for?") self._count_input = BoundedIntText(placeholder="How many pics?", value=10, min=1, max=5000, step=1, layout=Layout(width='60px')) self._size_input = Dropdown(options= _img_sizes.keys(), value='>400*300', layout=Layout(width='120px')) self._download_button = Button(description="Search & Download", icon="download", layout=Layout(width='200px')) self._download_button.on_click(self.on_download_button_click) self._output = Output() self._controls_pane = HBox([self._search_input, self._count_input, self._size_input, self._download_button], layout=Layout(width='auto', height='40px')) self._heading = "" self._download_complete_heading = "<h3>Download complete. Here are a few images</h3>" self._preview_header = widgets.HTML(self._heading, layout=Layout(height='60px')) self._img_pane = Box(layout=Layout(display='inline')) return VBox([self._controls_pane, self._preview_header, self._img_pane])
python
def _init_ui(self) -> VBox: "Initialize the widget UI and return the UI." self._search_input = Text(placeholder="What images to search for?") self._count_input = BoundedIntText(placeholder="How many pics?", value=10, min=1, max=5000, step=1, layout=Layout(width='60px')) self._size_input = Dropdown(options= _img_sizes.keys(), value='>400*300', layout=Layout(width='120px')) self._download_button = Button(description="Search & Download", icon="download", layout=Layout(width='200px')) self._download_button.on_click(self.on_download_button_click) self._output = Output() self._controls_pane = HBox([self._search_input, self._count_input, self._size_input, self._download_button], layout=Layout(width='auto', height='40px')) self._heading = "" self._download_complete_heading = "<h3>Download complete. Here are a few images</h3>" self._preview_header = widgets.HTML(self._heading, layout=Layout(height='60px')) self._img_pane = Box(layout=Layout(display='inline')) return VBox([self._controls_pane, self._preview_header, self._img_pane])
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Initialize the widget UI and return the UI.
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L27-L42
train
Initialize the widget UI and return the UI.
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(9632 - 9521) + chr(0b110010) + chr(0b110001) + chr(0b11011 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(49) + chr(51) + '\063', 17965 - 17957), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(53) + chr(0b1001 + 0o55), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1264 - 1215) + '\061' + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10722 - 10611) + chr(0b101010 + 0o7) + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b100111 + 0o16) + '\x34', 53094 - 53086), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(731 - 681) + chr(0b110001) + chr(0b11101 + 0o24), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11 + 0o56) + chr(53) + '\x31', 0b1000), ehT0Px3KOsy9(chr(383 - 335) + chr(2411 - 2300) + chr(0b110011) + chr(0b110101) + chr(1028 - 975), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\063' + '\x35' + chr(2363 - 2308), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(2061 - 2007) + '\x37', 48473 - 48465), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(48) + chr(1542 - 1492), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(0b101011 + 0o11) + chr(764 - 711), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1373 - 1322) + chr(50) + chr(0b110111), 32677 - 32669), ehT0Px3KOsy9(chr(0b110000) + chr(263 - 152) + '\063' + chr(0b100111 + 0o13) + chr(53), 40452 - 40444), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1372 - 1323) + '\x36' + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1006 - 954) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b110010) + '\065' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(1596 - 1485) + '\x33' + chr(0b101001 + 0o14) + chr(544 - 494), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o56) + '\x36' + chr(0b101001 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b1000 + 0o51) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b100111 + 0o13) + '\x31' + '\x33', 8), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(2696 - 2643) + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(728 - 677) + chr(0b101110 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(1911 - 1857) + '\060', 49513 - 49505), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b10001 + 0o40) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6216 - 6105) + chr(1620 - 1571) + chr(0b1011 + 0o50) + '\062', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1522 - 1473) + chr(0b110110) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110011) + chr(0b110001) + '\063', 27609 - 27601), ehT0Px3KOsy9(chr(1464 - 1416) + chr(0b1101111) + chr(0b100101 + 0o15) + chr(841 - 789) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + '\062' + chr(51) + chr(2382 - 2331), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x37' + chr(0b0 + 0o60), 61435 - 61427), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000101 + 0o52) + chr(0b101000 + 0o11) + chr(0b100100 + 0o21) + chr(49), 8), ehT0Px3KOsy9(chr(48) + chr(0b1100100 + 0o13) + '\062' + chr(0b110001) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(0b100 + 0o55) + '\x36' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(468 - 420) + '\x6f' + '\062' + chr(0b110110) + chr(0b110000), 25462 - 25454), ehT0Px3KOsy9('\060' + chr(5037 - 4926) + chr(1024 - 975) + '\062' + chr(0b110001), 61692 - 61684)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + '\065' + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0'), chr(0b1100100) + '\145' + '\143' + chr(9238 - 9127) + '\144' + chr(0b100110 + 0o77))(chr(0b100011 + 0o122) + chr(0b1001000 + 0o54) + chr(0b1100110) + chr(1730 - 1685) + '\x38') + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def vSY5ZV3U48fB(oVre8I6UXc3b) -> QQQWRKqGDWNP: oVre8I6UXc3b.O2GOJUkKHfbj = q8dtU4b0Qq1O(placeholder=xafqLlk3kkUe(SXOLrMavuUCe(b'\xd93\xcf9Zx\x81\xe8\x0e\x88\x9c\xd7\xf6J$\xa4\xb0\x10U\xce\x82\x92`\xe4\xf9\x93'), chr(100) + '\145' + '\x63' + chr(0b1101101 + 0o2) + '\144' + '\145')(chr(129 - 12) + chr(0b1110100) + '\146' + '\055' + chr(0b111000))) oVre8I6UXc3b.KZUC3d8nXKsC = gyDgq3pXWZct(placeholder=xafqLlk3kkUe(SXOLrMavuUCe(b'\xc64\xd9m\x17p\x82\xf0I\x9d\x86\x94\xf1\x1a'), chr(5275 - 5175) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(100) + '\145')('\165' + '\164' + chr(0b1100110) + chr(0b10 + 0o53) + '\x38'), value=ehT0Px3KOsy9(chr(349 - 301) + chr(0b1101111) + '\x31' + chr(0b110010), 0o10), min=ehT0Px3KOsy9(chr(327 - 279) + '\157' + chr(568 - 519), 38733 - 38725), max=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10011 + 0o36) + '\x31' + chr(54) + '\061' + '\060', 0o10), step=ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(49), 8), layout=W_AO9evqCYv6(width=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8k\xde5'), '\x64' + chr(0b1010010 + 0o23) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b1100101))('\165' + '\x74' + '\146' + chr(0b100000 + 0o15) + chr(56)))) oVre8I6UXc3b.DcQ3mMCkDkoe = ihnionqGh6RL(options=fAlA6Zqq6nXw.keys(), value=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb0o\x9e}P"\xdc\xb9'), chr(0b1010001 + 0o23) + chr(0b1011001 + 0o14) + chr(8010 - 7911) + chr(0b1101111 + 0o0) + chr(6763 - 6663) + chr(0b1100101))(chr(117) + chr(116) + '\x66' + chr(45) + chr(1602 - 1546)), layout=W_AO9evqCYv6(width=xafqLlk3kkUe(SXOLrMavuUCe(b'\xbfi\x9e=\x02'), chr(4093 - 3993) + '\x65' + '\143' + chr(111) + '\x64' + chr(101))('\x75' + '\164' + chr(0b1100110) + '\055' + '\x38'))) oVre8I6UXc3b.UGi3qS2D3Q_n = Hz_UQ_jDfSQW(description=xafqLlk3kkUe(SXOLrMavuUCe(b'\xdd>\xcf?\x19y\xcc\xafI\xa9\x80\x80\xecIk\xb6\xb1'), '\144' + chr(5141 - 5040) + '\143' + '\x6f' + '\x64' + '\x65')('\x75' + '\164' + chr(0b101 + 0o141) + '\x2d' + '\070'), icon=xafqLlk3kkUe(SXOLrMavuUCe(b'\xea4\xd9#\x16~\x8d\xed'), chr(100) + chr(8658 - 8557) + '\x63' + chr(0b110000 + 0o77) + '\x64' + '\x65')(chr(10117 - 10000) + chr(0b1101110 + 0o6) + chr(102) + '\x2d' + chr(56)), layout=W_AO9evqCYv6(width=xafqLlk3kkUe(SXOLrMavuUCe(b'\xbck\x9e=\x02'), chr(100) + '\x65' + chr(0b110100 + 0o57) + chr(3098 - 2987) + '\x64' + chr(5081 - 4980))(chr(0b1101111 + 0o6) + chr(13171 - 13055) + chr(0b1100110) + chr(1063 - 1018) + '\070'))) xafqLlk3kkUe(oVre8I6UXc3b._download_button, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe15\xf1.\x16x\x8f\xe2'), chr(100) + chr(8534 - 8433) + chr(0b111110 + 0o45) + chr(11274 - 11163) + '\144' + chr(0b101001 + 0o74))('\165' + '\164' + chr(0b1100110) + '\055' + chr(0b1000 + 0o60)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe15\xf1)\x15f\x82\xe5\x06\x8c\x8b\xa8\xe0Pp\xa3\xba\x1fx\xce\x86\xdbe\xe0'), chr(0b1010010 + 0o22) + chr(0b10000 + 0o125) + chr(2432 - 2333) + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1110101) + '\x74' + chr(0b11110 + 0o110) + '\055' + '\x38'))) oVre8I6UXc3b.zGvQkEvivlqF = Qoo4G06KIRyz() oVre8I6UXc3b.KrSX11dSFNQT = Q4s6fPbHJNhL([oVre8I6UXc3b.O2GOJUkKHfbj, oVre8I6UXc3b.KZUC3d8nXKsC, oVre8I6UXc3b.DcQ3mMCkDkoe, oVre8I6UXc3b.UGi3qS2D3Q_n], layout=W_AO9evqCYv6(width=xafqLlk3kkUe(SXOLrMavuUCe(b'\xef.\xda"'), '\144' + chr(330 - 229) + chr(5176 - 5077) + chr(9741 - 9630) + chr(100) + chr(8576 - 8475))('\165' + '\x74' + '\x66' + chr(562 - 517) + chr(0b111000)), height=xafqLlk3kkUe(SXOLrMavuUCe(b'\xbak\xde5'), chr(100) + chr(101) + chr(0b111010 + 0o51) + chr(111) + '\x64' + '\x65')(chr(4287 - 4170) + chr(0b1110 + 0o146) + '\146' + '\055' + '\070'))) oVre8I6UXc3b.bsStAl4UzSjL = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b111010 + 0o52) + chr(9453 - 9352) + '\x63' + chr(111) + chr(100) + chr(0b1100101))(chr(0b1101100 + 0o11) + '\x74' + chr(0b1100110) + '\x2d' + chr(0b111000)) oVre8I6UXc3b.d2P3dC_lvfpv = xafqLlk3kkUe(SXOLrMavuUCe(b'\xb23\x9ds>~\x9b\xe7\x05\x82\x8e\x93\xa2Fk\xba\xa5\x1dB\xd9\x8f\x9c&\xc3\xee\xdez\xd0\xeb(\x11\xeb\xc0\xbb^\x0c\xf8W\xd9<\xef<\xcb>F>\x84\xbaW'), chr(0b1100100) + '\x65' + '\143' + '\x6f' + '\x64' + '\145')('\x75' + '\x74' + chr(0b10011 + 0o123) + '\x2d' + '\x38') oVre8I6UXc3b.dp5bHavVO98a = _hsjuBdi8ctP.HTML(oVre8I6UXc3b.bsStAl4UzSjL, layout=W_AO9evqCYv6(height=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8k\xde5'), '\x64' + '\145' + '\x63' + chr(0b1101111) + '\x64' + chr(0b1011000 + 0o15))('\x75' + '\x74' + '\146' + chr(0b11111 + 0o16) + '\x38'))) oVre8I6UXc3b.vVS8m0d_QToU = jxoG1yIsLqiQ(layout=W_AO9evqCYv6(display=xafqLlk3kkUe(SXOLrMavuUCe(b'\xe75\xc2$\x14t'), chr(0b1011111 + 0o5) + '\145' + '\x63' + chr(111) + chr(0b111111 + 0o45) + chr(0b11100 + 0o111))('\x75' + chr(0b1110100) + '\x66' + chr(1934 - 1889) + chr(0b111000)))) return QQQWRKqGDWNP([xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5)\xfd\x15K \x88\xda/\xa3\xbe\xa3'), chr(0b1100100) + '\x65' + chr(8004 - 7905) + chr(0b1100110 + 0o11) + chr(100) + '\145')('\165' + chr(0b1110100) + chr(762 - 660) + chr(1453 - 1408) + '\x38')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xea+\x9b/2p\x9a\xdf&\xd4\xd7\x96'), chr(1190 - 1090) + chr(101) + '\143' + chr(111) + chr(0b101010 + 0o72) + chr(101))(chr(0b1110101) + '\x74' + chr(0b1100110) + chr(45) + chr(2890 - 2834))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8\r\xfdu\x17!\x88\xd68\xb9\x80\xa2'), chr(0b1010011 + 0o21) + '\x65' + '\143' + chr(0b1101111) + chr(4629 - 4529) + chr(0b1010 + 0o133))('\x75' + '\x74' + chr(0b111100 + 0o52) + chr(0b101101) + chr(56)))])
fastai/fastai
fastai/widgets/image_downloader.py
ImageDownloader.clear_imgs
def clear_imgs(self) -> None: "Clear the widget's images preview pane." self._preview_header.value = self._heading self._img_pane.children = tuple()
python
def clear_imgs(self) -> None: "Clear the widget's images preview pane." self._preview_header.value = self._heading self._img_pane.children = tuple()
[ "def", "clear_imgs", "(", "self", ")", "->", "None", ":", "self", ".", "_preview_header", ".", "value", "=", "self", ".", "_heading", "self", ".", "_img_pane", ".", "children", "=", "tuple", "(", ")" ]
Clear the widget's images preview pane.
[ "Clear", "the", "widget", "s", "images", "preview", "pane", "." ]
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/widgets/image_downloader.py#L48-L51
train
Clear the widget s images preview pane.
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8227) + chr(51) + chr(0b1001 + 0o47) + chr(289 - 234), 0b1000), ehT0Px3KOsy9(chr(1866 - 1818) + chr(0b110010 + 0o75) + chr(0b100000 + 0o22) + chr(53) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\061' + chr(2518 - 2464), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(0b101 + 0o54) + chr(0b100100 + 0o16) + chr(0b11001 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(2157 - 2109) + '\157' + '\063' + chr(0b110100 + 0o3) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(55) + chr(53), 0b1000), ehT0Px3KOsy9(chr(1295 - 1247) + '\x6f' + '\067' + chr(0b100000 + 0o26), 8967 - 8959), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + '\x32' + '\061' + chr(0b101010 + 0o15), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\064' + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\064' + chr(55), 37950 - 37942), ehT0Px3KOsy9(chr(48) + chr(557 - 446) + chr(49) + chr(0b10011 + 0o36) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + '\061' + chr(0b101001 + 0o7), 40246 - 40238), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37' + '\061', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(2288 - 2239) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(51) + '\060' + '\063', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(53) + chr(1252 - 1200), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + '\x34' + chr(0b110 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110010) + chr(0b110010), 30390 - 30382), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(54) + chr(0b11 + 0o55), 0o10), ehT0Px3KOsy9(chr(48) + chr(605 - 494) + '\063' + '\066' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100010 + 0o20) + '\061', 42317 - 42309), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001 + 0o2) + '\x35' + chr(0b0 + 0o62), 0o10), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + '\062' + '\065' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1001 + 0o51) + chr(49) + chr(1469 - 1417), 0b1000), ehT0Px3KOsy9(chr(553 - 505) + chr(0b1010011 + 0o34) + '\063' + chr(0b110000 + 0o7) + chr(53), 63684 - 63676), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(52) + '\x32', 28639 - 28631), ehT0Px3KOsy9('\x30' + '\x6f' + '\064', 0b1000), ehT0Px3KOsy9(chr(1799 - 1751) + chr(0b100011 + 0o114) + chr(0b11111 + 0o22) + '\065' + chr(1782 - 1731), 44570 - 44562), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + chr(2428 - 2378) + '\060' + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b1010 + 0o50) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(515 - 404) + chr(1756 - 1707) + chr(0b0 + 0o64) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(48) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + chr(0b1110 + 0o43) + chr(55) + '\x34', 17124 - 17116), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + chr(1896 - 1846) + chr(0b110011) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1056 - 1005) + chr(0b110100) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(136 - 85) + chr(50) + chr(2638 - 2585), 0b1000), ehT0Px3KOsy9(chr(262 - 214) + chr(2452 - 2341) + chr(49) + '\x32' + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(52) + '\065', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(49), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(55) + chr(52), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10000 + 0o45) + chr(0b110000), 1605 - 1597)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)]) def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh): try: return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9'), chr(0b1100100) + chr(6225 - 6124) + '\143' + chr(0b1101110 + 0o1) + chr(100) + '\145')('\x75' + chr(10575 - 10459) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh) except yROw0HWBk0Qc: return jFWsnpHpAUWz(RqocVGOryNPv) def fwtH1pTsmuCx(oVre8I6UXc3b) -> None: oVre8I6UXc3b._preview_header.QmmgWUB13VCJ = oVre8I6UXc3b.bsStAl4UzSjL oVre8I6UXc3b._img_pane.fbmcheqacAus = KNyTy8rYcwji()