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fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter.on_batch_end
|
def on_batch_end(self, last_loss:Tensor, iteration:int, **kwargs)->None:
"Callback function that writes batch end appropriate data to Tensorboard."
if iteration == 0: return
self._update_batches_if_needed()
if iteration % self.loss_iters == 0: self._write_training_loss(iteration=iteration, last_loss=last_loss)
if iteration % self.hist_iters == 0: self._write_weight_histograms(iteration=iteration)
|
python
|
def on_batch_end(self, last_loss:Tensor, iteration:int, **kwargs)->None:
"Callback function that writes batch end appropriate data to Tensorboard."
if iteration == 0: return
self._update_batches_if_needed()
if iteration % self.loss_iters == 0: self._write_training_loss(iteration=iteration, last_loss=last_loss)
if iteration % self.hist_iters == 0: self._write_weight_histograms(iteration=iteration)
|
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] |
Callback function that writes batch end appropriate data to Tensorboard.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L85-L90
|
train
|
Callback function that writes batch end appropriate data to Tensorboard.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1001000 + 0o47) + chr(49) + chr(0b110001) + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011000 + 0o27) + chr(0b1110 + 0o45) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111001 + 0o66) + '\x32' + chr(0b110111) + chr(2287 - 2232), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(2431 - 2381) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + chr(0b110010) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\063' + '\x35' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(9800 - 9689) + chr(0b110001) + chr(51) + chr(586 - 537), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + chr(0b110010) + chr(1470 - 1420) + chr(0b100101 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\061' + chr(0b110011 + 0o0) + chr(51), 31355 - 31347), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1812 - 1762) + chr(0b100011 + 0o16) + chr(0b100111 + 0o15), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(0b1011 + 0o46) + chr(1041 - 987) + chr(0b10011 + 0o44), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(1956 - 1902), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(716 - 665) + '\x36' + chr(52), 0b1000), ehT0Px3KOsy9(chr(2298 - 2250) + chr(0b111100 + 0o63) + chr(50) + '\x33' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1700 - 1652) + chr(10461 - 10350) + chr(0b110000 + 0o1) + '\x37' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1799 - 1751) + '\x6f' + chr(0b110001) + '\x35' + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(53) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(2436 - 2384) + '\062', 0b1000), ehT0Px3KOsy9(chr(349 - 301) + chr(10251 - 10140) + chr(50) + '\x35' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1100001 + 0o16) + '\062' + chr(814 - 761) + chr(0b1100 + 0o51), 8), ehT0Px3KOsy9(chr(879 - 831) + chr(111) + chr(0b1001 + 0o51) + chr(50) + chr(0b110110), 8), ehT0Px3KOsy9(chr(48) + chr(446 - 335) + chr(49) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + chr(0b100000 + 0o23) + chr(2521 - 2467) + chr(0b110000), 17855 - 17847), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\065' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(49) + '\x34', 8500 - 8492), ehT0Px3KOsy9('\060' + chr(0b110000 + 0o77) + chr(52) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10924 - 10813) + chr(0b1 + 0o61) + chr(0b100101 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(94 - 46) + chr(0b1101111) + chr(50) + chr(0b110101) + '\x31', 8272 - 8264), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(1440 - 1329) + '\x34' + '\x35', 57467 - 57459), ehT0Px3KOsy9(chr(834 - 786) + chr(111) + '\x33' + '\x34' + chr(0b10111 + 0o37), 5365 - 5357), ehT0Px3KOsy9('\x30' + chr(4889 - 4778) + '\067' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1772 - 1724) + '\x6f' + '\x32' + '\060' + chr(0b1011 + 0o51), 14546 - 14538), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111 + 0o0) + '\061' + chr(49) + '\064', 46996 - 46988), ehT0Px3KOsy9(chr(778 - 730) + chr(111) + chr(49) + '\x35' + chr(1936 - 1881), 0o10), ehT0Px3KOsy9('\060' + chr(0b111011 + 0o64) + chr(0b110101) + chr(1528 - 1480), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b111101 + 0o62) + '\x33' + chr(417 - 368) + chr(0b110001), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(289 - 237) + '\x31', 8817 - 8809), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + '\063' + '\064' + chr(564 - 516), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(54) + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(215 - 165) + chr(0b110001) + '\066', 40818 - 40810)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(9665 - 9554) + '\065' + chr(0b1000 + 0o50), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'a'), chr(4677 - 4577) + chr(101) + '\x63' + chr(0b1101111) + chr(0b100101 + 0o77) + '\x65')('\x75' + '\164' + chr(102) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def J9LLNH_kQ0hr(oVre8I6UXc3b, tCvlqDxqdKGd, HTak90t_SLN1, **M8EIoTs2GJXE) -> None:
if HTak90t_SLN1 == ehT0Px3KOsy9(chr(0b110000) + chr(2443 - 2332) + chr(48), 20075 - 20067):
return
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10h\xcf\xb6w\x99<\xcf9\xed\x03\xf5\x9c\xf8\x0c6\x86\x84\xf2\xc3\xf3j\x94\xcf\xa8'), chr(0b1100100) + chr(0b1100101) + chr(0b1000111 + 0o34) + '\x6f' + '\x64' + '\x65')(chr(0b111100 + 0o71) + chr(10128 - 10012) + chr(0b100100 + 0o102) + chr(0b11110 + 0o17) + chr(56)))()
if HTak90t_SLN1 % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'#r\xcc\xa1I\x84-\xf5)\xff'), '\x64' + chr(101) + chr(0b111001 + 0o52) + '\x6f' + '\x64' + chr(0b1000100 + 0o41))(chr(117) + chr(0b10110 + 0o136) + chr(102) + '\055' + '\x38')) == ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110000), 8):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10j\xcd\xbbb\x88\x06\xe4)\xed\x1e\xf8\x9d\xf3\x186\x83\x8d\xde\xde'), '\144' + '\145' + chr(0b11011 + 0o110) + chr(0b110001 + 0o76) + '\144' + chr(101))('\165' + chr(116) + '\x66' + chr(0b111 + 0o46) + chr(139 - 83)))(iteration=HTak90t_SLN1, last_loss=tCvlqDxqdKGd)
if HTak90t_SLN1 % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"'t\xcc\xa6I\x84-\xf5)\xff"), chr(0b110011 + 0o61) + '\145' + '\143' + chr(0b1101111) + chr(0b1100100) + chr(0b1001001 + 0o34))('\165' + chr(0b1110100) + chr(9239 - 9137) + '\055' + chr(0b111000))) == ehT0Px3KOsy9('\060' + chr(8357 - 8246) + chr(1075 - 1027), 8):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10j\xcd\xbbb\x88\x06\xe7>\xe5\x10\xfe\x80\xc2\x17\x00\x9c\x96\xc2\xca\xe4n\x9d\xd9'), chr(0b110011 + 0o61) + chr(0b1100101) + chr(0b1100011) + '\157' + '\144' + '\145')(chr(0b1101010 + 0o13) + chr(116) + chr(102) + chr(2010 - 1965) + chr(3012 - 2956)))(iteration=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter.on_backward_end
|
def on_backward_end(self, iteration:int, **kwargs)->None:
"Callback function that writes backward end appropriate data to Tensorboard."
if iteration == 0: return
self._update_batches_if_needed()
if iteration % self.stats_iters == 0: self._write_model_stats(iteration=iteration)
|
python
|
def on_backward_end(self, iteration:int, **kwargs)->None:
"Callback function that writes backward end appropriate data to Tensorboard."
if iteration == 0: return
self._update_batches_if_needed()
if iteration % self.stats_iters == 0: self._write_model_stats(iteration=iteration)
|
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] |
Callback function that writes backward end appropriate data to Tensorboard.
|
[
"Callback",
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"backward",
"end",
"appropriate",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L93-L97
|
train
|
Callback function that writes backward end appropriate data to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(5028 - 4917) + '\x31' + chr(48) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1787 - 1736) + chr(2467 - 2413) + chr(0b110010), 9693 - 9685), ehT0Px3KOsy9('\060' + chr(4235 - 4124) + '\x33' + chr(0b110100) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(49) + '\066' + '\x30', 35435 - 35427), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\067' + chr(0b11000 + 0o37), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(11777 - 11666) + chr(52) + chr(3003 - 2948), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(49) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(389 - 340) + chr(0b110110) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(9607 - 9496) + '\x32' + chr(907 - 857) + '\060', 62181 - 62173), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(0b110110) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110100) + chr(0b10011 + 0o35), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100010 + 0o22) + '\x37', 8), ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + '\x31' + chr(0b11 + 0o56) + '\x35', 50219 - 50211), ehT0Px3KOsy9(chr(0b110000) + chr(2949 - 2838) + chr(51) + chr(257 - 206) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1000000 + 0o57) + '\x33' + '\067' + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(52) + '\x31', 9023 - 9015), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o53) + chr(1015 - 963) + chr(0b100110 + 0o14), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + '\062', 34561 - 34553), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b1 + 0o57) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(1983 - 1935) + '\x6f' + chr(0b110011) + chr(0b100110 + 0o15) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(1335 - 1285) + '\x34', 58831 - 58823), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + chr(0b110011) + '\x35' + chr(1390 - 1340), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1821 - 1767) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8363 - 8252) + chr(50) + chr(0b11101 + 0o27), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + '\x31' + chr(1569 - 1521) + chr(51), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\x31' + chr(0b110 + 0o55) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + '\x33' + chr(0b10010 + 0o36) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + '\x32' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(0b101 + 0o56) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + '\061' + chr(2208 - 2156) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11 + 0o154) + chr(0b110001) + '\x31' + chr(0b1011 + 0o52), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(721 - 670) + '\061' + chr(1608 - 1557), 21762 - 21754), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(11110 - 10999) + '\063' + chr(0b10011 + 0o43) + chr(0b1001 + 0o55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x30' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(2585 - 2534) + chr(50), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x30' + chr(0b10010 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b0 + 0o60) + chr(0b11 + 0o55), 32335 - 32327), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(504 - 454) + chr(0b1100 + 0o44) + '\067', 7657 - 7649)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(3091 - 2980) + '\065' + chr(1616 - 1568), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'm'), '\144' + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + chr(0b1100101))(chr(1611 - 1494) + '\164' + chr(0b1100110) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Cg3htv_thiYu(oVre8I6UXc3b, HTak90t_SLN1, **M8EIoTs2GJXE) -> None:
if HTak90t_SLN1 == ehT0Px3KOsy9(chr(1610 - 1562) + chr(0b1101111) + chr(48), ord("\x08")):
return
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x87\x91\x14\xdeS\xaf,\xf2u\xc1\xc3O(\xa9\xa3\x08\x84El\xa7\xbb0\x8fV'), chr(0b1100100) + chr(0b1001110 + 0o27) + chr(388 - 289) + chr(2225 - 2114) + chr(100) + chr(2725 - 2624))(chr(7076 - 6959) + chr(0b1110010 + 0o2) + chr(102) + chr(0b101101) + chr(112 - 56)))()
if HTak90t_SLN1 % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'0\x86\x80\x04\xccx\xa3\x07\xf5f\xc6'), chr(0b0 + 0o144) + chr(0b1100101) + '\143' + '\x6f' + '\144' + '\x65')(chr(12378 - 12261) + chr(10583 - 10467) + '\146' + '\055' + '\070')) == ehT0Px3KOsy9('\060' + chr(111) + chr(0b0 + 0o60), 8):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c\x85\x93\x19\xcbB\x95\x1e\xffp\xd0\xccx>\xae\x9d\x15\x91'), '\144' + chr(0b1100101) + chr(8713 - 8614) + chr(6911 - 6800) + chr(100) + '\x65')(chr(117) + chr(13358 - 13242) + chr(3196 - 3094) + chr(0b101101) + chr(1778 - 1722)))(iteration=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
LearnerTensorboardWriter.on_epoch_end
|
def on_epoch_end(self, last_metrics:MetricsList, iteration:int, **kwargs)->None:
"Callback function that writes epoch end appropriate data to Tensorboard."
self._write_metrics(iteration=iteration, last_metrics=last_metrics)
|
python
|
def on_epoch_end(self, last_metrics:MetricsList, iteration:int, **kwargs)->None:
"Callback function that writes epoch end appropriate data to Tensorboard."
self._write_metrics(iteration=iteration, last_metrics=last_metrics)
|
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"self",
".",
"_write_metrics",
"(",
"iteration",
"=",
"iteration",
",",
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] |
Callback function that writes epoch end appropriate data to Tensorboard.
|
[
"Callback",
"function",
"that",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L99-L101
|
train
|
Callback function that writes epoch end appropriate data to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + '\062' + chr(0b1111 + 0o50) + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1100 + 0o45) + chr(0b110001) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011101 + 0o22) + chr(52) + chr(48), 0o10), ehT0Px3KOsy9(chr(2138 - 2090) + chr(111) + chr(0b110010 + 0o0) + '\060' + chr(0b101110 + 0o3), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + '\060' + chr(0b1000 + 0o52), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x30' + '\x36', 12485 - 12477), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\x31' + '\061' + chr(0b101111 + 0o5), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(1779 - 1730) + chr(0b101100 + 0o4) + chr(681 - 633), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(5324 - 5213) + '\061' + '\065' + chr(0b101000 + 0o14), 11038 - 11030), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(0b11 + 0o55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\067' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2329 - 2278) + chr(0b11001 + 0o33) + chr(0b11100 + 0o32), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100100 + 0o113) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(1151 - 1101) + '\x30', 0o10), ehT0Px3KOsy9(chr(889 - 841) + chr(383 - 272) + chr(2213 - 2162) + chr(0b10101 + 0o37) + chr(0b10110 + 0o37), 3701 - 3693), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b101111 + 0o2) + chr(55) + '\061', 0o10), ehT0Px3KOsy9(chr(2042 - 1994) + chr(0b110010 + 0o75) + '\x31' + chr(48) + '\061', 9526 - 9518), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(0b110011) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10101 + 0o34) + '\x35' + chr(0b11000 + 0o37), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\066' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1769 - 1720) + chr(0b100 + 0o55) + chr(54), 0b1000), ehT0Px3KOsy9(chr(2029 - 1981) + chr(0b100001 + 0o116) + '\061' + '\x34', 50136 - 50128), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b100000 + 0o23) + chr(0b11110 + 0o22) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + '\x31' + chr(0b11111 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10010 + 0o41) + '\x36' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + '\063' + chr(54) + chr(0b100001 + 0o17), 0o10), ehT0Px3KOsy9(chr(808 - 760) + '\157' + chr(0b11110 + 0o25) + '\x37' + chr(0b110010 + 0o4), 42206 - 42198), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x31' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(1810 - 1758) + chr(55), 65389 - 65381), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b10 + 0o60) + '\063' + chr(0b110001 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b11110 + 0o25) + '\x36', 51379 - 51371), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + '\x32' + '\064', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100101 + 0o112) + chr(1647 - 1596) + '\x36' + chr(0b10010 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7256 - 7145) + chr(0b1 + 0o66), 0b1000), ehT0Px3KOsy9(chr(1964 - 1916) + chr(0b1101111) + chr(0b110001) + chr(0b100 + 0o56) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11010 + 0o30) + chr(0b110000) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101 + 0o60) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1171 - 1123) + '\x6f' + chr(0b110001 + 0o0) + '\x32' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(50) + chr(0b110100), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(4909 - 4798) + chr(0b1101 + 0o50) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x93'), chr(0b1000000 + 0o44) + '\x65' + '\143' + '\157' + chr(6241 - 6141) + '\145')(chr(0b1110101) + chr(0b1000000 + 0o64) + '\146' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SQOyZyL5d6nN(oVre8I6UXc3b, vj7v6alGA3el, HTak90t_SLN1, **M8EIoTs2GJXE) -> None:
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe28R\xe86\xe3\x13-q\x18j\x94\x85v'), chr(100) + chr(101) + '\x63' + '\x6f' + '\x64' + chr(101))(chr(117) + chr(0b1110100) + chr(0b1100110) + chr(1190 - 1145) + '\070'))(iteration=HTak90t_SLN1, last_metrics=vj7v6alGA3el)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter._write_weight_histograms
|
def _write_weight_histograms(self, iteration:int)->None:
"Writes model weight histograms to Tensorboard."
generator, critic = self.learn.gan_trainer.generator, self.learn.gan_trainer.critic
self.hist_writer.write(model=generator, iteration=iteration, tbwriter=self.tbwriter, name='generator')
self.hist_writer.write(model=critic, iteration=iteration, tbwriter=self.tbwriter, name='critic')
|
python
|
def _write_weight_histograms(self, iteration:int)->None:
"Writes model weight histograms to Tensorboard."
generator, critic = self.learn.gan_trainer.generator, self.learn.gan_trainer.critic
self.hist_writer.write(model=generator, iteration=iteration, tbwriter=self.tbwriter, name='generator')
self.hist_writer.write(model=critic, iteration=iteration, tbwriter=self.tbwriter, name='critic')
|
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] |
Writes model weight histograms to Tensorboard.
|
[
"Writes",
"model",
"weight",
"histograms",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L114-L118
|
train
|
Writes model weight histograms to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + chr(2001 - 1949) + chr(0b1101 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b101 + 0o55) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x36' + chr(0b100010 + 0o17), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(1336 - 1284) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(2070 - 2022) + '\x6f' + chr(1397 - 1347) + '\062' + '\061', 6151 - 6143), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110 + 0o54) + chr(52) + chr(0b110100), 15639 - 15631), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(53) + chr(0b110001), 53793 - 53785), ehT0Px3KOsy9(chr(1991 - 1943) + chr(0b1101111) + chr(0b110110) + '\063', 60436 - 60428), ehT0Px3KOsy9(chr(354 - 306) + '\x6f' + chr(0b110011) + chr(0b100000 + 0o24) + '\067', 0o10), ehT0Px3KOsy9(chr(61 - 13) + chr(0b1101111) + '\x32' + chr(0b10 + 0o61) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\063', 48506 - 48498), ehT0Px3KOsy9(chr(90 - 42) + '\157' + chr(50) + '\066' + chr(1460 - 1408), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x33' + '\066', 20782 - 20774), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(11484 - 11373) + chr(2154 - 2105) + '\064' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1100010 + 0o15) + chr(0b1 + 0o62) + chr(1545 - 1491) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + '\x32' + '\x30' + '\x35', 63380 - 63372), ehT0Px3KOsy9(chr(1249 - 1201) + chr(0b1101111) + chr(2387 - 2337) + chr(48) + '\x32', 19952 - 19944), ehT0Px3KOsy9(chr(0b110000) + chr(8713 - 8602) + chr(2357 - 2308), 0o10), ehT0Px3KOsy9('\x30' + chr(1885 - 1774) + chr(53) + '\064', 30036 - 30028), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(597 - 546) + '\066' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1378 - 1330) + chr(111) + '\062' + chr(52), 46589 - 46581), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + '\066', 0o10), ehT0Px3KOsy9(chr(505 - 457) + chr(1469 - 1358) + '\x32' + chr(52) + '\x35', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + chr(51), 0o10), ehT0Px3KOsy9(chr(870 - 822) + '\x6f' + chr(49) + chr(0b110001) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1008 - 897) + '\062' + chr(0b110110) + chr(48), 29076 - 29068), ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + chr(51) + chr(0b110111 + 0o0) + '\066', 0b1000), ehT0Px3KOsy9(chr(2044 - 1996) + chr(0b1101111) + chr(1154 - 1105) + chr(0b110111) + chr(53), 56084 - 56076), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110010) + chr(51) + chr(54), 29926 - 29918), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(609 - 558) + '\061' + chr(0b1000 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\066' + chr(0b10 + 0o64), 22008 - 22000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(49) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + '\065' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\x30' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + chr(2090 - 2040) + chr(209 - 154), 46554 - 46546), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(1326 - 1276) + '\067', 8), ehT0Px3KOsy9(chr(1530 - 1482) + '\157' + '\061' + '\x33' + chr(0b101100 + 0o13), 60600 - 60592), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x36' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(54) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10864 - 10753) + chr(883 - 833) + '\061' + chr(52), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + '\x35' + chr(863 - 815), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(0b111001 + 0o53) + '\145' + chr(9298 - 9199) + chr(0b1010001 + 0o36) + '\x64' + chr(4919 - 4818))(chr(0b1011 + 0o152) + chr(0b1110100) + chr(0b101111 + 0o67) + chr(0b101101) + chr(1107 - 1051)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eCA4JX0aLFxN(oVre8I6UXc3b, HTak90t_SLN1) -> None:
(bTFcxMKbQoFz, C_pwL5xWg19I) = (oVre8I6UXc3b.learn.gan_trainer.generator, oVre8I6UXc3b.learn.gan_trainer.critic)
xafqLlk3kkUe(oVre8I6UXc3b.hist_writer, xafqLlk3kkUe(SXOLrMavuUCe(b'ReX\xd7\xf4'), '\x64' + '\x65' + chr(2346 - 2247) + chr(0b1101111) + '\144' + '\x65')(chr(0b11111 + 0o126) + '\x74' + chr(0b11000 + 0o116) + '\x2d' + '\x38'))(model=bTFcxMKbQoFz, iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'QuF\xd1\xf8\xd0\xccA'), '\x64' + chr(101) + chr(0b1100011) + '\x6f' + chr(100) + '\x65')('\165' + chr(0b11011 + 0o131) + '\146' + '\055' + chr(56))), name=xafqLlk3kkUe(SXOLrMavuUCe(b'Br_\xc6\xe3\xc5\xdd\\\x95'), '\x64' + chr(0b1000011 + 0o42) + chr(99) + '\157' + chr(0b1100100) + chr(0b10100 + 0o121))('\165' + '\x74' + '\146' + '\x2d' + chr(0b10111 + 0o41)))
xafqLlk3kkUe(oVre8I6UXc3b.hist_writer, xafqLlk3kkUe(SXOLrMavuUCe(b'ReX\xd7\xf4'), chr(100) + chr(2520 - 2419) + chr(99) + chr(111) + '\x64' + chr(0b1100101))(chr(12966 - 12849) + chr(0b1110100) + '\x66' + chr(0b101001 + 0o4) + chr(0b110011 + 0o5)))(model=C_pwL5xWg19I, iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'QuF\xd1\xf8\xd0\xccA'), '\144' + chr(0b1100101) + chr(4523 - 4424) + '\157' + '\144' + chr(6251 - 6150))('\x75' + chr(0b1100111 + 0o15) + chr(0b1100110) + '\x2d' + chr(56))), name=xafqLlk3kkUe(SXOLrMavuUCe(b'FeX\xd7\xf8\xc7'), '\144' + chr(0b11011 + 0o112) + '\143' + chr(0b11010 + 0o125) + chr(0b11111 + 0o105) + chr(101))('\x75' + chr(0b1110100) + chr(0b1000101 + 0o41) + chr(0b110 + 0o47) + '\x38'))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter._write_gen_model_stats
|
def _write_gen_model_stats(self, iteration:int)->None:
"Writes gradient statistics for generator to Tensorboard."
generator = self.learn.gan_trainer.generator
self.stats_writer.write(model=generator, iteration=iteration, tbwriter=self.tbwriter, name='gen_model_stats')
self.gen_stats_updated = True
|
python
|
def _write_gen_model_stats(self, iteration:int)->None:
"Writes gradient statistics for generator to Tensorboard."
generator = self.learn.gan_trainer.generator
self.stats_writer.write(model=generator, iteration=iteration, tbwriter=self.tbwriter, name='gen_model_stats')
self.gen_stats_updated = True
|
[
"def",
"_write_gen_model_stats",
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"self",
",",
"iteration",
":",
"int",
")",
"->",
"None",
":",
"generator",
"=",
"self",
".",
"learn",
".",
"gan_trainer",
".",
"generator",
"self",
".",
"stats_writer",
".",
"write",
"(",
"model",
"=",
"generator",
",",
"iteration",
"=",
"iteration",
",",
"tbwriter",
"=",
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"tbwriter",
",",
"name",
"=",
"'gen_model_stats'",
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"gen_stats_updated",
"=",
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] |
Writes gradient statistics for generator to Tensorboard.
|
[
"Writes",
"gradient",
"statistics",
"for",
"generator",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L120-L124
|
train
|
Writes gradient statistics for generator to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(0b110010) + chr(51) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001 + 0o2) + '\060' + chr(540 - 486), 24912 - 24904), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1000 + 0o147) + '\x32' + chr(0b110111) + chr(2400 - 2345), 0b1000), ehT0Px3KOsy9(chr(604 - 556) + chr(111) + chr(54) + '\x32', 29401 - 29393), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + chr(51) + '\x37' + chr(0b110110), 59337 - 59329), ehT0Px3KOsy9(chr(0b110000) + chr(6225 - 6114) + chr(0b10000 + 0o42) + chr(52) + chr(1215 - 1165), 7941 - 7933), ehT0Px3KOsy9('\x30' + chr(3293 - 3182) + chr(0b1111 + 0o43) + chr(0b110001) + '\x31', 26313 - 26305), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + '\x33' + chr(0b111 + 0o55) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6208 - 6097) + '\061' + chr(51) + chr(813 - 760), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + chr(623 - 574) + chr(1068 - 1020) + chr(0b11001 + 0o35), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(0b110001) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(117 - 66) + chr(0b110100) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x37' + chr(0b11111 + 0o27), 0o10), ehT0Px3KOsy9(chr(2137 - 2089) + chr(6398 - 6287) + chr(0b100010 + 0o17) + '\x34' + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\066' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10006 - 9895) + '\065' + '\062', 56174 - 56166), ehT0Px3KOsy9('\060' + chr(0b101110 + 0o101) + chr(49) + '\x32' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9811 - 9700) + chr(50) + chr(1591 - 1538) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(55) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + chr(49) + '\x30' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(51) + '\067' + chr(0b11101 + 0o27), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(2337 - 2284), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110111 + 0o70) + chr(718 - 669) + chr(0b110010) + chr(0b100001 + 0o26), 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + '\x32' + chr(55) + '\060', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2589 - 2538) + chr(0b110101 + 0o1) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(0b110001) + '\x34' + chr(1593 - 1540), 48545 - 48537), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(781 - 731) + chr(0b110110) + chr(0b10 + 0o60), 13944 - 13936), ehT0Px3KOsy9('\060' + chr(9924 - 9813) + '\x32' + '\063' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x35', 8), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1101111) + '\x35' + chr(0b101011 + 0o13), 5175 - 5167), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(54) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(753 - 704) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(11015 - 10904) + chr(50) + chr(352 - 304) + chr(2543 - 2488), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(2272 - 2221) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(8394 - 8283) + chr(0b110010) + '\066' + chr(2636 - 2581), 0b1000), ehT0Px3KOsy9(chr(635 - 587) + '\x6f' + chr(0b110011) + '\x33' + '\061', 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(705 - 655) + chr(52) + chr(0b11110 + 0o25), 60267 - 60259), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101010 + 0o11) + '\x36' + chr(0b1101 + 0o51), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b100001 + 0o116) + chr(0b110010) + chr(0b110010) + chr(49), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + chr(2211 - 2163), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5'), '\144' + '\145' + '\x63' + '\x6f' + chr(100) + chr(8469 - 8368))(chr(117) + chr(6995 - 6879) + '\x66' + chr(1539 - 1494) + chr(0b110100 + 0o4)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OdLK2xTyxEGp(oVre8I6UXc3b, HTak90t_SLN1) -> None:
bTFcxMKbQoFz = oVre8I6UXc3b.learn.gan_trainer.generator
xafqLlk3kkUe(oVre8I6UXc3b.stats_writer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xec\xb4\xd6F\x9b'), '\144' + '\x65' + chr(99) + '\x6f' + '\144' + '\x65')('\165' + chr(10440 - 10324) + chr(6402 - 6300) + '\x2d' + chr(56)))(model=bTFcxMKbQoFz, iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xef\xa4\xc8@\x97\xd6\xec\x93'), chr(0b1100100) + chr(101) + chr(5656 - 5557) + chr(0b111100 + 0o63) + chr(0b1100100) + '\x65')('\165' + chr(0b10 + 0o162) + '\x66' + chr(0b101101) + chr(0b111000))), name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xfc\xa3\xd1m\x93\xcd\xed\x841\x19{\x91_\x17@'), chr(0b11010 + 0o112) + chr(7173 - 7072) + '\x63' + chr(111) + chr(6307 - 6207) + chr(6409 - 6308))(chr(0b10010 + 0o143) + '\164' + chr(5206 - 5104) + chr(0b11101 + 0o20) + chr(74 - 18)))
oVre8I6UXc3b.Wugv6V_0R_q5 = ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061', 0b1000)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter._write_critic_model_stats
|
def _write_critic_model_stats(self, iteration:int)->None:
"Writes gradient statistics for critic to Tensorboard."
critic = self.learn.gan_trainer.critic
self.stats_writer.write(model=critic, iteration=iteration, tbwriter=self.tbwriter, name='crit_model_stats')
self.crit_stats_updated = True
|
python
|
def _write_critic_model_stats(self, iteration:int)->None:
"Writes gradient statistics for critic to Tensorboard."
critic = self.learn.gan_trainer.critic
self.stats_writer.write(model=critic, iteration=iteration, tbwriter=self.tbwriter, name='crit_model_stats')
self.crit_stats_updated = True
|
[
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"_write_critic_model_stats",
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",",
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":",
"int",
")",
"->",
"None",
":",
"critic",
"=",
"self",
".",
"learn",
".",
"gan_trainer",
".",
"critic",
"self",
".",
"stats_writer",
".",
"write",
"(",
"model",
"=",
"critic",
",",
"iteration",
"=",
"iteration",
",",
"tbwriter",
"=",
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"tbwriter",
",",
"name",
"=",
"'crit_model_stats'",
")",
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".",
"crit_stats_updated",
"=",
"True"
] |
Writes gradient statistics for critic to Tensorboard.
|
[
"Writes",
"gradient",
"statistics",
"for",
"critic",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L126-L130
|
train
|
Writes gradient statistics for critic to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b100011 + 0o114) + '\x32' + chr(0b110110) + chr(101 - 46), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1001000 + 0o47) + chr(0b110011) + chr(0b100111 + 0o12) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1946 - 1897) + chr(0b1110 + 0o51) + chr(2915 - 2860), 0o10), ehT0Px3KOsy9('\x30' + chr(5885 - 5774) + chr(53) + chr(53), 20420 - 20412), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b101111 + 0o4) + chr(50), 0o10), ehT0Px3KOsy9(chr(2016 - 1968) + chr(12019 - 11908) + chr(0b11010 + 0o32) + chr(53), 34910 - 34902), ehT0Px3KOsy9(chr(1826 - 1778) + '\157' + chr(0b110001) + '\060' + chr(54), 0o10), ehT0Px3KOsy9(chr(1945 - 1897) + '\157' + chr(0b10011 + 0o36) + chr(54) + chr(0b110011 + 0o2), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(52), 31671 - 31663), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110011) + chr(2312 - 2262) + chr(0b110000), 63346 - 63338), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b100000 + 0o20) + chr(52), 63113 - 63105), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b111 + 0o52) + chr(0b110110), 50924 - 50916), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b111 + 0o53) + chr(0b1110 + 0o44) + chr(0b101000 + 0o13), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1367 - 1256) + '\063' + '\061' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b100110 + 0o111) + '\x32' + '\x31' + chr(0b101010 + 0o15), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(51) + '\063', 61629 - 61621), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o13) + chr(2342 - 2291) + chr(181 - 130), 45585 - 45577), ehT0Px3KOsy9(chr(48) + '\157' + chr(1978 - 1926) + chr(0b110000), 5289 - 5281), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x34' + chr(2563 - 2512), ord("\x08")), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + '\x31' + chr(0b110100) + chr(0b110000 + 0o6), 48658 - 48650), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1100101 + 0o12) + '\061' + chr(51) + '\066', 42040 - 42032), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\063' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(0b110000), 4019 - 4011), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(50) + chr(2508 - 2453), 14144 - 14136), ehT0Px3KOsy9(chr(900 - 852) + '\157' + chr(0b11000 + 0o32) + '\066' + chr(2303 - 2255), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000 + 0o147) + chr(0b110011) + chr(0b110111) + chr(0b101100 + 0o13), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + '\x35' + chr(0b110100), 6347 - 6339), ehT0Px3KOsy9(chr(48) + '\157' + chr(420 - 371) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(777 - 729) + chr(0b110101), 27091 - 27083), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\062' + chr(2035 - 1980) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + '\061' + chr(0b10 + 0o63) + chr(0b110101), 6348 - 6340), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(992 - 941) + chr(0b110010), 50996 - 50988), ehT0Px3KOsy9('\x30' + chr(10932 - 10821) + '\062' + chr(1849 - 1797) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1000 + 0o51) + '\060' + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(2144 - 2096) + '\157' + chr(0b110100) + chr(50), 559 - 551), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b1110 + 0o45) + chr(1308 - 1259), 10166 - 10158), ehT0Px3KOsy9(chr(1980 - 1932) + chr(111) + '\x33' + chr(51) + '\065', 19200 - 19192), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(53) + chr(1222 - 1173), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110010 + 0o3) + '\x30', 42202 - 42194)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x99'), chr(5830 - 5730) + chr(382 - 281) + chr(3024 - 2925) + '\x6f' + '\x64' + chr(0b10011 + 0o122))(chr(117) + chr(6601 - 6485) + chr(7700 - 7598) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def TLy6SM5cpylK(oVre8I6UXc3b, HTak90t_SLN1) -> None:
C_pwL5xWg19I = oVre8I6UXc3b.learn.gan_trainer.critic
xafqLlk3kkUe(oVre8I6UXc3b.stats_writer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0\xbc\x16Y?'), chr(0b1100100) + '\x65' + chr(0b110110 + 0o55) + chr(111) + chr(0b10000 + 0o124) + chr(0b11 + 0o142))(chr(117) + chr(0b10110 + 0o136) + chr(0b1100110) + '\x2d' + '\x38'))(model=C_pwL5xWg19I, iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc3\xac\x08_3Q#\x07'), '\144' + '\145' + chr(0b1100011) + chr(0b10010 + 0o135) + chr(0b1100100) + chr(101))(chr(5990 - 5873) + '\x74' + chr(0b11101 + 0o111) + '\055' + chr(210 - 154))), name=xafqLlk3kkUe(SXOLrMavuUCe(b'\xd4\xbc\x16Y\x05H)\x11i\xbcD\xb7z\xf2\xb8\xfc'), '\x64' + chr(0b1100101) + '\x63' + chr(7646 - 7535) + chr(100) + chr(0b1001010 + 0o33))(chr(7046 - 6929) + '\164' + '\x66' + chr(45) + chr(0b111000)))
oVre8I6UXc3b.f7eiEkXIDRMy = ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001), 0b1000)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter._write_model_stats
|
def _write_model_stats(self, iteration:int)->None:
"Writes gradient statistics to Tensorboard."
# We don't want to write stats when model is not iterated on and hence has zeroed out gradients
gen_mode = self.learn.gan_trainer.gen_mode
if gen_mode and not self.gen_stats_updated: self._write_gen_model_stats(iteration=iteration)
if not gen_mode and not self.crit_stats_updated: self._write_critic_model_stats(iteration=iteration)
|
python
|
def _write_model_stats(self, iteration:int)->None:
"Writes gradient statistics to Tensorboard."
# We don't want to write stats when model is not iterated on and hence has zeroed out gradients
gen_mode = self.learn.gan_trainer.gen_mode
if gen_mode and not self.gen_stats_updated: self._write_gen_model_stats(iteration=iteration)
if not gen_mode and not self.crit_stats_updated: self._write_critic_model_stats(iteration=iteration)
|
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"_write_critic_model_stats",
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] |
Writes gradient statistics to Tensorboard.
|
[
"Writes",
"gradient",
"statistics",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L132-L137
|
train
|
Writes gradient statistics to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b11110 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(11918 - 11807) + '\x31' + chr(0b110000) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\060' + chr(513 - 462), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101001 + 0o13), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(48) + '\063', 32144 - 32136), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + '\x33' + chr(1668 - 1614) + chr(0b101100 + 0o5), ord("\x08")), ehT0Px3KOsy9(chr(65 - 17) + '\157' + chr(2454 - 2403) + '\060' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(456 - 345) + chr(0b110011) + chr(52) + chr(0b101110 + 0o11), 58427 - 58419), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(0b1000 + 0o54), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(50) + chr(0b101010 + 0o6) + chr(1392 - 1339), 0o10), ehT0Px3KOsy9('\060' + chr(3276 - 3165) + chr(0b110011) + '\060' + chr(53), 3956 - 3948), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b110001) + chr(1773 - 1722) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1166 - 1116) + chr(2551 - 2498) + '\066', 39037 - 39029), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(1458 - 1407) + chr(0b110001) + chr(0b1111 + 0o41), 0o10), ehT0Px3KOsy9('\x30' + chr(11929 - 11818) + '\x33' + chr(0b1011 + 0o52) + chr(0b100111 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(264 - 214) + chr(0b110000) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1840 - 1791) + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b10111 + 0o36) + chr(291 - 241), 0b1000), ehT0Px3KOsy9(chr(53 - 5) + '\157' + chr(0b10111 + 0o32) + chr(0b110111) + chr(0b100001 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100011 + 0o23) + chr(0b101010 + 0o10), 61 - 53), ehT0Px3KOsy9('\060' + chr(4157 - 4046) + '\063' + '\x36' + chr(1803 - 1753), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10111 + 0o33) + chr(0b110111) + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2245 - 2193) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(2887 - 2776) + chr(0b110010) + chr(50) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + '\062' + '\062' + '\x31', 8), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + '\062' + '\060' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101000 + 0o11) + chr(55) + chr(1177 - 1129), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101111 + 0o2) + '\060' + chr(1056 - 1006), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + '\061' + chr(0b10100 + 0o40) + chr(52), 46906 - 46898), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(686 - 637) + '\065' + chr(0b1100 + 0o52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100010 + 0o24) + '\x30', 53090 - 53082), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101000 + 0o12) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1000 + 0o53) + '\060' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101001 + 0o6) + '\x32' + chr(0b100 + 0o54) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1966 - 1915) + chr(54) + chr(1377 - 1327), 8), ehT0Px3KOsy9('\060' + chr(11395 - 11284) + chr(0b110011) + '\x30' + '\061', 9490 - 9482), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(2378 - 2324) + chr(0b110001), 21493 - 21485), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1641 - 1593), 0o10), ehT0Px3KOsy9('\x30' + chr(9134 - 9023) + '\x31' + chr(0b110011) + chr(1559 - 1509), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1016 - 968) + chr(0b100111 + 0o110) + chr(2692 - 2639) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x01'), '\x64' + '\x65' + chr(99) + chr(0b1110 + 0o141) + chr(100) + chr(0b1000 + 0o135))('\x75' + chr(3202 - 3086) + '\146' + chr(45) + chr(1138 - 1082)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SfpN7qswWDel(oVre8I6UXc3b, HTak90t_SLN1) -> None:
P5vJs78Pq5aE = oVre8I6UXc3b.learn.gan_trainer.P5vJs78Pq5aE
if P5vJs78Pq5aE and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'x3\xe4p2\x15\xae\xf6\xb5c\xf4\xf0'), '\144' + chr(0b1100101) + '\143' + chr(4008 - 3897) + chr(100) + chr(101))('\x75' + chr(0b101111 + 0o105) + chr(3254 - 3152) + chr(0b11001 + 0o24) + chr(1356 - 1300)))):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'p1\xf1op&\xae\xa1\x82R\xda\xa81\xca\xad\x87\xda\x13\x1e\x18F\x81'), '\144' + chr(0b1100101) + chr(291 - 192) + chr(0b1101111) + chr(0b11111 + 0o105) + chr(1135 - 1034))('\165' + '\164' + chr(7810 - 7708) + chr(0b10000 + 0o35) + '\070'))(iteration=HTak90t_SLN1)
if not P5vJs78Pq5aE and (not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Iq\xe6oA(\xa9\x8f\xa3n\xc8\xbc'), chr(100) + chr(2730 - 2629) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(101))(chr(0b110010 + 0o103) + chr(0b11100 + 0o130) + chr(0b1100110) + chr(45) + chr(56)))):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'p1\xf1op&\xae\xa5\x95U\xf1\xac=\xf1\xa5\x84\xe1\x05\x06&A\x86\xdcP\xe2'), '\144' + '\145' + '\x63' + chr(2789 - 2678) + chr(100) + chr(0b1100101))(chr(117) + '\x74' + chr(5181 - 5079) + chr(0b1001 + 0o44) + '\x38'))(iteration=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter._write_training_loss
|
def _write_training_loss(self, iteration:int, last_loss:Tensor)->None:
"Writes training loss to Tensorboard."
recorder = self.learn.gan_trainer.recorder
if len(recorder.losses) == 0: return
scalar_value = to_np((recorder.losses[-1:])[0])
tag = self.metrics_root + 'train_loss'
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=iteration)
|
python
|
def _write_training_loss(self, iteration:int, last_loss:Tensor)->None:
"Writes training loss to Tensorboard."
recorder = self.learn.gan_trainer.recorder
if len(recorder.losses) == 0: return
scalar_value = to_np((recorder.losses[-1:])[0])
tag = self.metrics_root + 'train_loss'
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=iteration)
|
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] |
Writes training loss to Tensorboard.
|
[
"Writes",
"training",
"loss",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L139-L145
|
train
|
Writes training loss to Tensorboard.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\x31' + '\x32', 0b1000), ehT0Px3KOsy9(chr(1426 - 1378) + chr(111) + chr(54 - 3) + chr(0b110001) + chr(874 - 825), 0b1000), ehT0Px3KOsy9(chr(184 - 136) + chr(0b1101111) + chr(0b100 + 0o54), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(846 - 794) + chr(1418 - 1365), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100 + 0o55) + chr(49) + chr(52), 0b1000), ehT0Px3KOsy9(chr(106 - 58) + chr(0b100110 + 0o111) + '\x31' + chr(1315 - 1262) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o52) + '\x31' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(793 - 745) + chr(111) + '\x32' + chr(0b110001) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b0 + 0o62) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b110100 + 0o73) + chr(0b11001 + 0o35) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(2948 - 2837) + '\x32' + '\061' + '\x31', 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + chr(50) + chr(0b11010 + 0o26) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(0b110001) + chr(0b10000 + 0o45) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110110) + chr(2140 - 2088), 29116 - 29108), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(50) + chr(55) + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(55) + chr(53), 0o10), ehT0Px3KOsy9(chr(989 - 941) + '\x6f' + chr(0b110010) + chr(1295 - 1247) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b101111 + 0o5) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(929 - 880) + chr(54) + chr(0b110111), 39364 - 39356), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\x6f' + chr(50) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + '\063' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b110010) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(4693 - 4582) + chr(0b11101 + 0o24) + chr(645 - 597) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + '\062' + chr(0b11111 + 0o30) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(2166 - 2118) + chr(111) + chr(0b10010 + 0o37) + chr(0b10010 + 0o41) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(716 - 668) + chr(7654 - 7543) + chr(927 - 877) + '\060' + chr(1941 - 1887), 8), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + chr(0b110001) + chr(0b110000) + chr(53), 44727 - 44719), ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + chr(49) + '\063' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b110111) + '\064', 61063 - 61055), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\x33' + chr(176 - 127), ord("\x08")), ehT0Px3KOsy9(chr(2189 - 2141) + chr(111) + chr(54) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(1928 - 1880) + '\157' + '\x36' + chr(0b100001 + 0o20), 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1100111 + 0o10) + chr(0b110100) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(2283 - 2235) + '\157' + chr(2430 - 2379) + chr(49) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100010 + 0o20) + chr(51) + '\065', 35787 - 35779), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\x31' + chr(50) + chr(49), 34009 - 34001), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011101 + 0o22) + chr(0b110011) + '\062' + chr(866 - 817), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(53) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe4'), chr(100) + '\x65' + chr(0b100000 + 0o103) + '\157' + chr(100) + chr(3384 - 3283))('\x75' + chr(0b1110100) + chr(7797 - 7695) + chr(1975 - 1930) + chr(0b100111 + 0o21)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def L_M0LZpuHTB7(oVre8I6UXc3b, HTak90t_SLN1, tCvlqDxqdKGd) -> None:
K4tvpN0JS5fF = oVre8I6UXc3b.learn.gan_trainer.recorder
if c2A0yzQpDQB3(xafqLlk3kkUe(K4tvpN0JS5fF, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\xa6s\xd6e?'), chr(0b1100100) + chr(0b1011010 + 0o13) + chr(8832 - 8733) + chr(111) + chr(0b100100 + 0o100) + chr(101))(chr(7567 - 7450) + chr(0b1110100) + '\146' + chr(0b101101) + '\x38'))) == ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1100000 + 0o17) + chr(48), 8):
return
wogqG3zDpl9X = dw42UMwEDh0P(K4tvpN0JS5fF.losses[-ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + chr(49), 0b1000):][ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b110000), 8)])
CPdEsc5O1sf7 = oVre8I6UXc3b.metrics_root + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe\xbba\xccn\x13\x07\xe3\xfae'), '\x64' + chr(0b1100101) + chr(0b10 + 0o141) + chr(0b1101111) + '\144' + chr(3412 - 3311))(chr(117) + chr(116) + chr(0b1100110) + '\055' + '\x38')
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'\xab\xadd\xfas/\n\xe0\xe8d'), chr(0b111110 + 0o46) + chr(0b1100101) + chr(0b1011111 + 0o4) + chr(0b11101 + 0o122) + chr(0b1100100) + chr(0b101 + 0o140))(chr(0b1110101) + chr(4401 - 4285) + '\146' + chr(0b101101) + chr(56)))(tag=CPdEsc5O1sf7, scalar_value=wogqG3zDpl9X, global_step=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter._write_images
|
def _write_images(self, iteration:int)->None:
"Writes model generated, original and real images to Tensorboard."
trainer = self.learn.gan_trainer
#TODO: Switching gen_mode temporarily seems a bit hacky here. Certainly not a good side-effect. Is there a better way?
gen_mode = trainer.gen_mode
try:
trainer.switch(gen_mode=True)
self.img_gen_vis.write(learn=self.learn, trn_batch=self.trn_batch, val_batch=self.val_batch,
iteration=iteration, tbwriter=self.tbwriter)
finally: trainer.switch(gen_mode=gen_mode)
|
python
|
def _write_images(self, iteration:int)->None:
"Writes model generated, original and real images to Tensorboard."
trainer = self.learn.gan_trainer
#TODO: Switching gen_mode temporarily seems a bit hacky here. Certainly not a good side-effect. Is there a better way?
gen_mode = trainer.gen_mode
try:
trainer.switch(gen_mode=True)
self.img_gen_vis.write(learn=self.learn, trn_batch=self.trn_batch, val_batch=self.val_batch,
iteration=iteration, tbwriter=self.tbwriter)
finally: trainer.switch(gen_mode=gen_mode)
|
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Writes model generated, original and real images to Tensorboard.
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L147-L156
|
train
|
Writes model generated original and real images to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2583 - 2532) + chr(50) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110100) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(432 - 381) + '\063' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1000110 + 0o51) + chr(0b110010) + '\064' + chr(0b10111 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + chr(49) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1010 + 0o51) + '\x34' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + '\x34' + chr(0b100001 + 0o24), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\062' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(2040 - 1992) + chr(1606 - 1552), 0o10), ehT0Px3KOsy9(chr(1837 - 1789) + chr(111) + '\065' + '\x31', 34366 - 34358), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1101111) + chr(54) + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(3433 - 3322) + chr(0b110001) + '\x33' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(148 - 37) + chr(0b1011 + 0o47) + chr(0b110110) + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x36' + chr(1400 - 1351), 50726 - 50718), ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + chr(0b110010) + '\060' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10 + 0o61) + chr(0b110011 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + chr(1037 - 986) + chr(0b10110 + 0o33) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4409 - 4298) + '\x35' + chr(1302 - 1251), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(831 - 782) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(4975 - 4864) + chr(0b110001 + 0o0) + '\060' + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\066' + '\063', 8), ehT0Px3KOsy9(chr(459 - 411) + chr(12138 - 12027) + '\063' + chr(0b110101) + chr(0b111 + 0o56), 12038 - 12030), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + chr(1542 - 1492) + chr(740 - 689), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(1185 - 1136) + chr(1123 - 1075), 15955 - 15947), ehT0Px3KOsy9(chr(736 - 688) + chr(12049 - 11938) + chr(118 - 69) + chr(0b11000 + 0o30) + '\x33', 2719 - 2711), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10000 + 0o42) + chr(54) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1101111) + chr(0b11101 + 0o27) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(1523 - 1475) + chr(1132 - 1021) + chr(49) + '\x34' + chr(2382 - 2330), 0o10), ehT0Px3KOsy9(chr(1105 - 1057) + chr(7599 - 7488) + '\x31' + chr(0b100110 + 0o21) + chr(0b110110 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(9111 - 9000) + chr(0b101110 + 0o6) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + '\x33' + chr(2512 - 2460), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(6463 - 6352) + chr(0b10011 + 0o37) + '\061' + chr(0b1000 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100001 + 0o20) + chr(49) + chr(53), 31178 - 31170), ehT0Px3KOsy9(chr(0b110000) + chr(10815 - 10704) + chr(0b101010 + 0o11) + chr(0b110001) + chr(0b101 + 0o53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1599 - 1488) + '\x32' + '\x34' + chr(1617 - 1569), 23825 - 23817), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\x6f' + chr(0b100100 + 0o15) + chr(0b110000 + 0o7) + chr(54), 8), ehT0Px3KOsy9(chr(1858 - 1810) + chr(111) + chr(0b10001 + 0o40) + '\061' + chr(0b1100 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b101100 + 0o4) + chr(0b1 + 0o64), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\065' + chr(2343 - 2290), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf8'), chr(0b1100100) + chr(0b1010101 + 0o20) + chr(99) + chr(0b1101101 + 0o2) + chr(0b1010100 + 0o20) + chr(3855 - 3754))(chr(117) + chr(116) + chr(102) + chr(0b101101) + chr(0b101000 + 0o20)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xOvoCYH4ZZQN(oVre8I6UXc3b, HTak90t_SLN1) -> None:
ehTF8dweL_Oo = oVre8I6UXc3b.learn.gan_trainer
P5vJs78Pq5aE = ehTF8dweL_Oo.P5vJs78Pq5aE
try:
xafqLlk3kkUe(ehTF8dweL_Oo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\x10\xb7\xd0h\x8d'), chr(0b1100100) + chr(0b1100101) + chr(7432 - 7333) + '\157' + '\144' + chr(0b110100 + 0o61))('\165' + '\x74' + '\x66' + chr(45) + chr(0b111000)))(gen_mode=ehT0Px3KOsy9(chr(48) + '\157' + chr(704 - 655), 0o10))
xafqLlk3kkUe(oVre8I6UXc3b.img_gen_vis, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa1\x15\xb7\xd0n'), chr(2779 - 2679) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100 + 0o130) + chr(101))(chr(117) + chr(5894 - 5778) + chr(102) + chr(0b0 + 0o55) + '\x38'))(learn=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95Q\xa9\xf7^\xd2\x90\x08\xcdzi\x1d'), chr(0b1100100) + chr(1466 - 1365) + '\143' + chr(0b1101111) + chr(0b10 + 0o142) + chr(9846 - 9745))(chr(0b1110101) + chr(116) + '\146' + chr(2024 - 1979) + chr(56))), trn_batch=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\x05\x8f\xf3M\xb6\xb6%\xc4\x18\x06h'), chr(0b1100100 + 0o0) + chr(101) + '\x63' + chr(111) + '\x64' + '\x65')(chr(0b1100100 + 0o21) + chr(0b1011 + 0o151) + '\x66' + '\x2d' + '\x38')), val_batch=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f1\x96\x91I\xb6\xa2\x08\xf6Pr\x1c'), '\x64' + '\145' + '\143' + chr(111) + chr(100) + chr(101))('\165' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(2365 - 2309))), iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\x05\xa9\xd6b\x91\x80%'), '\144' + chr(0b100110 + 0o77) + chr(99) + '\157' + chr(0b111011 + 0o51) + '\145')(chr(117) + '\164' + chr(102) + '\055' + chr(3076 - 3020))))
finally:
xafqLlk3kkUe(ehTF8dweL_Oo, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa5\x10\xb7\xd0h\x8d'), chr(0b1001110 + 0o26) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b110000 + 0o105) + '\x74' + '\146' + chr(448 - 403) + '\x38'))(gen_mode=P5vJs78Pq5aE)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter.on_batch_end
|
def on_batch_end(self, iteration:int, **kwargs)->None:
"Callback function that writes batch end appropriate data to Tensorboard."
super().on_batch_end(iteration=iteration, **kwargs)
if iteration == 0: return
if iteration % self.visual_iters == 0: self._write_images(iteration=iteration)
|
python
|
def on_batch_end(self, iteration:int, **kwargs)->None:
"Callback function that writes batch end appropriate data to Tensorboard."
super().on_batch_end(iteration=iteration, **kwargs)
if iteration == 0: return
if iteration % self.visual_iters == 0: self._write_images(iteration=iteration)
|
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] |
Callback function that writes batch end appropriate data to Tensorboard.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L158-L162
|
train
|
Callback function that writes batch end appropriate data to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(12211 - 12100) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9(chr(1228 - 1180) + chr(10727 - 10616) + chr(0b11110 + 0o25) + '\x30', 8), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\067' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + '\x33' + chr(49) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110111) + '\063', 60156 - 60148), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\x32' + chr(1299 - 1246), 5944 - 5936), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b11000 + 0o30) + chr(1363 - 1313), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b11110 + 0o24) + chr(1586 - 1536), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(2035 - 1982) + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(10930 - 10819) + '\x33' + chr(0b10001 + 0o44) + chr(0b100001 + 0o21), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + chr(390 - 335) + chr(0b111 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b11100 + 0o27) + chr(0b101010 + 0o13) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001100 + 0o43) + chr(0b110010) + chr(0b10001 + 0o44) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(819 - 771) + chr(0b1001 + 0o146) + chr(49) + chr(2203 - 2153) + chr(374 - 321), 1505 - 1497), ehT0Px3KOsy9(chr(48) + chr(156 - 45) + '\063' + '\066' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(294 - 246) + '\157' + '\062', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(2297 - 2247) + chr(0b110100) + chr(0b110110), 23310 - 23302), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(11908 - 11797) + chr(50) + chr(1021 - 972) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(52) + chr(0b110010), 28893 - 28885), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(2685 - 2574) + chr(0b10110 + 0o35), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(9496 - 9385) + chr(51) + chr(535 - 485) + chr(0b11 + 0o64), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\064' + chr(0b11111 + 0o30), 49376 - 49368), ehT0Px3KOsy9(chr(316 - 268) + '\157' + chr(0b101010 + 0o11) + '\x33', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x34', 10789 - 10781), ehT0Px3KOsy9(chr(48) + chr(0b101010 + 0o105) + chr(190 - 140) + '\061' + chr(0b101110 + 0o2), 60133 - 60125), ehT0Px3KOsy9(chr(101 - 53) + chr(0b1101111) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110110) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b11100 + 0o26) + '\x34', 62177 - 62169), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1001010 + 0o45) + '\062' + '\x34' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101 + 0o142) + chr(50) + '\062' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1924 - 1875) + chr(1976 - 1924) + chr(2564 - 2509), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(0b11110 + 0o25) + chr(0b101100 + 0o4) + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110001 + 0o1), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + '\x32' + '\066' + chr(0b10 + 0o60), 0b1000), ehT0Px3KOsy9(chr(1235 - 1187) + '\157' + chr(0b10110 + 0o33) + chr(184 - 132) + chr(0b110111), 8), ehT0Px3KOsy9(chr(1676 - 1628) + chr(0b1101111) + chr(51) + chr(0b110011) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b1011 + 0o47) + chr(877 - 827) + chr(0b110100), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(0b1101 + 0o43), 61070 - 61062)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'6'), '\144' + '\145' + chr(0b100100 + 0o77) + chr(111) + chr(0b1000110 + 0o36) + chr(0b1100101))(chr(117) + '\x74' + chr(0b1100110) + chr(1557 - 1512) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def J9LLNH_kQ0hr(oVre8I6UXc3b, HTak90t_SLN1, **M8EIoTs2GJXE) -> None:
xafqLlk3kkUe(KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'wv&\xac\x1a\xe1!\xfaB\x0e\x84\x9c'), chr(0b10 + 0o142) + '\145' + chr(0b1100011) + '\157' + chr(400 - 300) + '\145')('\165' + chr(0b10111 + 0o135) + chr(0b1100 + 0o132) + '\x2d' + chr(0b110100 + 0o4)))(iteration=HTak90t_SLN1, **M8EIoTs2GJXE)
if HTak90t_SLN1 == ehT0Px3KOsy9(chr(0b111 + 0o51) + '\x6f' + chr(925 - 877), 8):
return
if HTak90t_SLN1 % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'nq\n\xbb\x1a\xf9\x1d\xfbi\x0e\x98\x8b'), '\144' + '\x65' + chr(0b1011000 + 0o13) + '\157' + chr(100) + chr(6034 - 5933))(chr(117) + '\x74' + chr(1017 - 915) + '\055' + chr(0b111000))) == ehT0Px3KOsy9(chr(1548 - 1500) + chr(5184 - 5073) + '\060', 8):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'Go\x0b\xa7\x0f\xf0\x1d\xfbp\n\x8d\x9d\x9f'), chr(100) + chr(0b1100101) + chr(2049 - 1950) + chr(0b111 + 0o150) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + '\146' + chr(45) + chr(2704 - 2648)))(iteration=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GANTensorboardWriter.on_backward_end
|
def on_backward_end(self, iteration:int, **kwargs)->None:
"Callback function that writes backward end appropriate data to Tensorboard."
if iteration == 0: return
self._update_batches_if_needed()
#TODO: This could perhaps be implemented as queues of requests instead but that seemed like overkill.
# But I'm not the biggest fan of maintaining these boolean flags either... Review pls.
if iteration % self.stats_iters == 0: self.gen_stats_updated, self.crit_stats_updated = False, False
if not (self.gen_stats_updated and self.crit_stats_updated): self._write_model_stats(iteration=iteration)
|
python
|
def on_backward_end(self, iteration:int, **kwargs)->None:
"Callback function that writes backward end appropriate data to Tensorboard."
if iteration == 0: return
self._update_batches_if_needed()
#TODO: This could perhaps be implemented as queues of requests instead but that seemed like overkill.
# But I'm not the biggest fan of maintaining these boolean flags either... Review pls.
if iteration % self.stats_iters == 0: self.gen_stats_updated, self.crit_stats_updated = False, False
if not (self.gen_stats_updated and self.crit_stats_updated): self._write_model_stats(iteration=iteration)
|
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] |
Callback function that writes backward end appropriate data to Tensorboard.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L164-L171
|
train
|
Callback function that writes backward end appropriate data to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + '\x32' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(904 - 856) + chr(0b1101111) + chr(50) + chr(0b10 + 0o63) + chr(741 - 689), 15174 - 15166), ehT0Px3KOsy9('\x30' + chr(0b11000 + 0o127) + '\x31' + '\061' + chr(0b100010 + 0o17), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\063' + chr(0b101111 + 0o7) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(10478 - 10367) + '\x33' + chr(0b10010 + 0o43) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x37' + chr(0b101111 + 0o6), 38932 - 38924), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\060' + chr(0b101 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b11010 + 0o27) + chr(0b110101) + chr(2023 - 1972), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x37' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(1807 - 1759) + '\x6f' + chr(0b1111 + 0o43) + chr(0b110100) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(9909 - 9798) + chr(50) + chr(0b110100) + chr(0b101010 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(3505 - 3394) + '\066' + chr(0b100001 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(774 - 725) + chr(873 - 823) + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(1822 - 1772) + chr(0b100010 + 0o17) + chr(0b11100 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(54) + '\060', 57079 - 57071), ehT0Px3KOsy9('\060' + chr(111) + '\067' + '\067', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110 + 0o54) + chr(55) + '\x35', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(53) + '\x34', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\x32', 11511 - 11503), ehT0Px3KOsy9(chr(0b110000) + chr(0b10101 + 0o132) + '\063' + chr(52) + '\067', 3578 - 3570), ehT0Px3KOsy9('\x30' + chr(111) + chr(1220 - 1166) + '\x37', 8), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(2103 - 2052) + chr(2429 - 2379) + chr(0b110010 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(0b11011 + 0o27) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(528 - 480) + chr(0b1101111) + '\063' + '\066' + '\063', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1001 + 0o54) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1211 - 1163) + chr(0b1101111) + chr(0b110010) + chr(2310 - 2259) + chr(1176 - 1121), 0o10), ehT0Px3KOsy9(chr(1211 - 1163) + chr(0b1101111) + chr(0b101011 + 0o10) + '\x35' + chr(459 - 410), 26877 - 26869), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1518 - 1468) + chr(0b101 + 0o56), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100000 + 0o17) + chr(49) + '\062' + chr(49), 8), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + chr(51) + '\x36' + chr(1322 - 1273), 38408 - 38400), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(3169 - 3058) + '\x32' + chr(52) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(0b110001) + chr(0b11111 + 0o30) + '\067', 14359 - 14351), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b11 + 0o154) + chr(1202 - 1153) + chr(0b1001 + 0o52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1001010 + 0o45) + '\063' + '\x31' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(1403 - 1355) + '\x6f' + chr(0b111 + 0o53) + chr(0b110110) + chr(55), 0b1000), ehT0Px3KOsy9(chr(1837 - 1789) + chr(12225 - 12114) + chr(0b101101 + 0o5) + '\064' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9398 - 9287) + chr(0b110011) + chr(0b110111) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(6988 - 6877) + '\063' + '\x35', 31011 - 31003), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + chr(84 - 34) + chr(54) + '\063', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\065' + chr(1810 - 1762), 40864 - 40856)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xfd'), '\144' + chr(101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + chr(0b1010 + 0o152) + chr(102) + chr(1116 - 1071) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Cg3htv_thiYu(oVre8I6UXc3b, HTak90t_SLN1, **M8EIoTs2GJXE) -> None:
if HTak90t_SLN1 == ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(48), 6479 - 6471):
return
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xd99\x94\x8a\xc9\xe54]\xc4\xd7T9\xedC`\xd4\xcaU\x89Ri\xb1\xb7\x97'), chr(0b1000000 + 0o44) + chr(0b1100 + 0o131) + '\x63' + chr(0b1100000 + 0o17) + chr(0b0 + 0o144) + chr(0b1100101))(chr(1265 - 1148) + '\x74' + chr(0b10100 + 0o122) + chr(0b1101 + 0o40) + '\x38'))()
if HTak90t_SLN1 % xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0\xd8(\x84\x98\xe2\xe9\x1fZ\xd7\xd0'), chr(100) + chr(0b101 + 0o140) + '\x63' + chr(111) + chr(0b1000011 + 0o41) + chr(0b1000 + 0o135))('\165' + chr(0b1001010 + 0o52) + chr(6472 - 6370) + chr(0b101101) + chr(2070 - 2014))) == ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 8):
(oVre8I6UXc3b.Wugv6V_0R_q5, oVre8I6UXc3b.f7eiEkXIDRMy) = (ehT0Px3KOsy9(chr(48) + '\157' + '\x30', 8), ehT0Px3KOsy9(chr(48) + chr(11101 - 10990) + chr(0b110000), 8))
if not (xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x84\xd9.\x86\xdd\xeb\xdf[m\xfa\xd2\x02'), chr(100) + chr(101) + chr(9785 - 9686) + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(9624 - 9508) + chr(0b1100110) + '\x2d' + '\070')) and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\x9b,\x99\xae\xd6\xd8"{\xf7\xeeN'), '\144' + '\145' + chr(99) + chr(0b1100000 + 0o17) + chr(100) + chr(101))('\x75' + '\x74' + chr(1766 - 1664) + chr(0b101101) + chr(56)))):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xdb;\x99\x9f\xd8\xdf\x06P\xc1\xc6[\x0e\xfbD^\xc9\xdf'), '\144' + '\145' + '\143' + '\x6f' + '\x64' + '\x65')('\165' + chr(0b11101 + 0o127) + chr(0b1100110) + '\055' + '\x38'))(iteration=HTak90t_SLN1)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ImageGenTensorboardWriter._write_images
|
def _write_images(self, iteration:int)->None:
"Writes model generated, original and real images to Tensorboard"
self.img_gen_vis.write(learn=self.learn, trn_batch=self.trn_batch, val_batch=self.val_batch, iteration=iteration,
tbwriter=self.tbwriter)
|
python
|
def _write_images(self, iteration:int)->None:
"Writes model generated, original and real images to Tensorboard"
self.img_gen_vis.write(learn=self.learn, trn_batch=self.trn_batch, val_batch=self.val_batch, iteration=iteration,
tbwriter=self.tbwriter)
|
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Writes model generated, original and real images to Tensorboard
|
[
"Writes",
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"original",
"and",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L182-L185
|
train
|
Writes model generated original and real images to Tensorboard
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1110 + 0o45) + chr(1606 - 1552) + '\067', 10861 - 10853), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(778 - 730) + chr(9471 - 9360) + chr(0b110010) + chr(50) + chr(224 - 175), 0b1000), ehT0Px3KOsy9(chr(2238 - 2190) + '\x6f' + '\x33' + chr(1691 - 1639) + chr(54), 5207 - 5199), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b1011 + 0o54) + chr(54), 51535 - 51527), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + '\x33' + chr(1717 - 1664) + chr(1436 - 1384), ord("\x08")), ehT0Px3KOsy9(chr(516 - 468) + '\157' + chr(51) + chr(1529 - 1479), 64526 - 64518), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(7052 - 6941) + chr(0b10000 + 0o43) + chr(0b110100), 502 - 494), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(1499 - 1449), 25320 - 25312), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101010 + 0o7) + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\062' + chr(0b101000 + 0o16), 25907 - 25899), ehT0Px3KOsy9(chr(1237 - 1189) + '\x6f' + '\x33' + chr(50), 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\x31' + chr(0b110101) + chr(0b1111 + 0o47), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(321 - 267) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(8157 - 8046) + chr(0b110110) + chr(1165 - 1117), ord("\x08")), ehT0Px3KOsy9(chr(2128 - 2080) + '\x6f' + '\x33' + '\x32' + chr(49), 0b1000), ehT0Px3KOsy9(chr(2297 - 2249) + chr(111) + chr(1427 - 1377) + '\061' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(11508 - 11397) + chr(317 - 267) + chr(0b101 + 0o55) + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b101011 + 0o11), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x32' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(2412 - 2358) + chr(1616 - 1563), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b100001 + 0o25) + chr(0b101000 + 0o12), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\x6f' + chr(50) + chr(966 - 915) + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111 + 0o0) + chr(0b101111 + 0o2) + chr(1882 - 1829) + chr(0b10111 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10111 + 0o33) + chr(815 - 766) + chr(0b11100 + 0o27), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b110000) + chr(0b100101 + 0o17), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(0b100111 + 0o13), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(49) + chr(0b10110 + 0o33), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(8319 - 8208) + chr(0b110001) + chr(0b110101) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(0b110010) + '\061' + chr(0b100001 + 0o25), 46754 - 46746), ehT0Px3KOsy9(chr(496 - 448) + chr(0b1100001 + 0o16) + chr(0b100011 + 0o23) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(60 - 12) + '\157' + chr(0b110001) + chr(1202 - 1149), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + chr(0b110011) + '\x37' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101110 + 0o1) + chr(1662 - 1613) + '\063' + chr(0b110001 + 0o0), 17948 - 17940), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + '\062' + chr(0b1110 + 0o43) + '\063', 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + '\x36' + chr(1615 - 1567), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101 + 0o152) + chr(0b11000 + 0o33) + chr(0b110001) + chr(0b101011 + 0o7), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + '\x35' + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd9'), chr(1724 - 1624) + '\x65' + '\143' + chr(0b1101111) + chr(5230 - 5130) + '\145')(chr(0b1000011 + 0o62) + chr(0b1101011 + 0o11) + chr(7740 - 7638) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xOvoCYH4ZZQN(oVre8I6UXc3b, HTak90t_SLN1) -> None:
xafqLlk3kkUe(oVre8I6UXc3b.img_gen_vis, xafqLlk3kkUe(SXOLrMavuUCe(b'\x80p\xf8\x92\x1b'), chr(0b10001 + 0o123) + chr(0b1100101) + chr(6061 - 5962) + '\x6f' + '\x64' + chr(0b1100 + 0o131))(chr(3529 - 3412) + '\164' + '\x66' + '\055' + chr(162 - 106)))(learn=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb44\xe6\xb5+\xdboWWA\t\x10'), chr(3446 - 3346) + '\145' + chr(99) + chr(0b110011 + 0o74) + chr(100) + '\145')('\x75' + chr(0b1110100) + '\146' + chr(45) + '\070')), trn_batch=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xad`\xc0\xb18\xbfIz^#fe'), chr(100) + chr(101) + chr(0b110101 + 0o56) + chr(3102 - 2991) + chr(0b10011 + 0o121) + chr(0b110001 + 0o64))(chr(0b1011011 + 0o32) + chr(5909 - 5793) + chr(0b1100110) + chr(0b101101) + '\070')), val_batch=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaeT\xd9\xd3<\xbf]Wlk\x12\x11'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(2556 - 2456) + chr(101))(chr(0b1110101) + '\164' + chr(0b1001001 + 0o35) + '\x2d' + '\070')), iteration=HTak90t_SLN1, tbwriter=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83`\xe6\x94\x17\x98\x7fz'), '\x64' + chr(0b1100100 + 0o1) + chr(0b1011101 + 0o6) + chr(0b1101111) + '\144' + chr(101))(chr(2867 - 2750) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b10100 + 0o44))))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
AsyncTBWriter.request_write
|
def request_write(self, request: TBWriteRequest)->None:
"Queues up an asynchronous write request to Tensorboard."
if self.stop_request.isSet(): return
self.queue.put(request)
|
python
|
def request_write(self, request: TBWriteRequest)->None:
"Queues up an asynchronous write request to Tensorboard."
if self.stop_request.isSet(): return
self.queue.put(request)
|
[
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"request_write",
"(",
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",",
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":",
"TBWriteRequest",
")",
"->",
"None",
":",
"if",
"self",
".",
"stop_request",
".",
"isSet",
"(",
")",
":",
"return",
"self",
".",
"queue",
".",
"put",
"(",
"request",
")"
] |
Queues up an asynchronous write request to Tensorboard.
|
[
"Queues",
"up",
"an",
"asynchronous",
"write",
"request",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L216-L219
|
train
|
Queues up an asynchronous write request to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1001 - 953) + chr(0b10111 + 0o130) + '\x32' + chr(0b110010) + '\066', 49766 - 49758), ehT0Px3KOsy9('\060' + chr(10413 - 10302) + chr(0b100010 + 0o17) + '\063' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9002 - 8891) + chr(55) + chr(1578 - 1524), 0b1000), ehT0Px3KOsy9(chr(1373 - 1325) + chr(0b1101111) + chr(0b101010 + 0o7) + chr(0b110001) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(591 - 539) + '\x34', 56633 - 56625), ehT0Px3KOsy9(chr(48) + chr(0b1000010 + 0o55) + chr(699 - 649) + chr(0b110010) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(55) + chr(0b110001), 17067 - 17059), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + '\065' + chr(0b11111 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(49) + chr(1752 - 1697), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(0b110011), 14010 - 14002), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + '\063' + chr(732 - 684) + chr(0b110010 + 0o4), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\064' + chr(52), 8), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(55) + chr(0b11010 + 0o31), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\x35' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(1478 - 1367) + '\063' + chr(1926 - 1875) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1748 - 1698) + chr(1388 - 1334) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011101 + 0o22) + chr(0b110010) + chr(50) + chr(51), 1003 - 995), ehT0Px3KOsy9(chr(48) + chr(3088 - 2977) + chr(0b110010) + chr(54) + chr(2111 - 2062), 43697 - 43689), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + '\063' + '\x36' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(833 - 782) + chr(1299 - 1247) + '\x37', 40768 - 40760), ehT0Px3KOsy9(chr(1386 - 1338) + chr(0b1101111) + chr(0b111 + 0o52) + chr(0b110010) + '\063', 20799 - 20791), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(0b10111 + 0o33) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2116 - 2066) + chr(55) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + '\066' + chr(1916 - 1863), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(50), 60302 - 60294), ehT0Px3KOsy9('\060' + '\157' + '\x34' + chr(0b11111 + 0o26), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b1101 + 0o46) + chr(48) + chr(2406 - 2356), 63355 - 63347), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(2281 - 2170) + '\063' + '\066' + chr(55), 0b1000), ehT0Px3KOsy9(chr(866 - 818) + chr(3955 - 3844) + chr(1923 - 1873) + chr(0b110011) + chr(49), 65355 - 65347), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2346 - 2296) + chr(0b1001 + 0o53) + '\060', 0b1000), ehT0Px3KOsy9(chr(2079 - 2031) + chr(111) + chr(0b110 + 0o54) + '\x35' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(52) + chr(0b1100 + 0o50), 8), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(1888 - 1837) + '\x31' + '\066', 0o10), ehT0Px3KOsy9(chr(502 - 454) + chr(0b110100 + 0o73) + chr(0b101111 + 0o4) + chr(51) + chr(0b110010 + 0o4), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(1165 - 1115) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(1297 - 1249) + chr(54), 8), ehT0Px3KOsy9(chr(1691 - 1643) + '\157' + chr(51) + '\x37' + chr(0b1001 + 0o51), 14482 - 14474), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11100 + 0o26) + chr(0b110001) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(0b110101) + chr(55), 63031 - 63023), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\065' + chr(0b110000), 64780 - 64772)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(2244 - 2191) + chr(0b101011 + 0o5), 20672 - 20664)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb8'), chr(0b1100100) + chr(101) + chr(6674 - 6575) + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + chr(10337 - 10221) + '\x66' + chr(0b101000 + 0o5) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SOaSO_cveHl0(oVre8I6UXc3b, r9Xp41HGNpwj) -> None:
if xafqLlk3kkUe(oVre8I6UXc3b.stop_request, xafqLlk3kkUe(SXOLrMavuUCe(b'\xff+m-\x10'), chr(0b10100 + 0o120) + chr(0b1101 + 0o130) + '\143' + chr(11412 - 11301) + chr(1160 - 1060) + chr(1795 - 1694))('\165' + chr(11127 - 11011) + chr(102) + chr(0b101101) + '\x38'))():
return
xafqLlk3kkUe(oVre8I6UXc3b.queue, xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6-J'), '\144' + '\x65' + chr(1664 - 1565) + chr(111) + chr(0b10001 + 0o123) + chr(0b10110 + 0o117))(chr(117) + chr(1576 - 1460) + '\x66' + chr(0b101101) + '\x38'))(r9Xp41HGNpwj)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
AsyncTBWriter._queue_processor
|
def _queue_processor(self)->None:
"Processes queued up write requests asynchronously to Tensorboard."
while not self.stop_request.isSet():
while not self.queue.empty():
if self.stop_request.isSet(): return
request = self.queue.get()
request.write()
sleep(0.2)
|
python
|
def _queue_processor(self)->None:
"Processes queued up write requests asynchronously to Tensorboard."
while not self.stop_request.isSet():
while not self.queue.empty():
if self.stop_request.isSet(): return
request = self.queue.get()
request.write()
sleep(0.2)
|
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")",
":",
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"self",
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"if",
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".",
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"get",
"(",
")",
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"write",
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"sleep",
"(",
"0.2",
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] |
Processes queued up write requests asynchronously to Tensorboard.
|
[
"Processes",
"queued",
"up",
"write",
"requests",
"asynchronously",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L221-L228
|
train
|
Processes queued up write requests asynchronously to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\x6f' + chr(199 - 150) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + '\063' + chr(0b1011 + 0o46) + chr(1996 - 1943), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + '\060' + chr(216 - 166), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\063' + chr(0b10010 + 0o36) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1219 - 1171) + chr(0b100010 + 0o115) + '\x31' + chr(0b110001) + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(158 - 109) + chr(0b110110) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(5440 - 5329) + chr(0b110111) + chr(1216 - 1168), 0o10), ehT0Px3KOsy9(chr(1182 - 1134) + chr(1208 - 1097) + '\061' + chr(0b110001 + 0o3) + chr(0b110001), 24398 - 24390), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1510 - 1459) + '\060' + chr(0b110010), 8), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(50) + '\x36' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(5489 - 5378) + chr(49) + '\x30' + chr(1136 - 1088), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(1626 - 1577) + chr(0b110011) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010111 + 0o30) + '\x33' + '\060' + '\x36', 0o10), ehT0Px3KOsy9(chr(613 - 565) + '\x6f' + '\062' + chr(0b100101 + 0o17) + chr(0b100101 + 0o21), 7223 - 7215), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + chr(51) + chr(52) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1929 - 1881) + chr(0b1000001 + 0o56) + '\063' + '\064' + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(1437 - 1387) + chr(0b100010 + 0o20), 51590 - 51582), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3091 - 2980) + chr(51) + '\065' + '\061', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(0b101000 + 0o15), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3904 - 3793) + chr(0b0 + 0o65) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + '\062' + chr(0b110100), 16827 - 16819), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(2642 - 2531) + '\x35' + chr(2542 - 2490), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7382 - 7271) + chr(0b1100 + 0o51) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b11110 + 0o121) + chr(0b101110 + 0o5) + chr(0b110010) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(559 - 511) + chr(111) + chr(0b10010 + 0o41) + '\067' + chr(55), 2686 - 2678), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2122 - 2073) + '\064' + chr(2810 - 2756), 0o10), ehT0Px3KOsy9('\x30' + chr(1963 - 1852) + chr(0b10111 + 0o32) + chr(0b101100 + 0o11) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(1097 - 1046) + '\x36' + chr(49), 26083 - 26075), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\x36', 55342 - 55334), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11100 + 0o26), 54602 - 54594), ehT0Px3KOsy9(chr(888 - 840) + chr(0b1101111) + chr(49) + chr(293 - 244) + chr(2250 - 2202), 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(50) + chr(0b110000) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(51) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\063' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9398 - 9287) + chr(0b110010) + '\065' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6981 - 6870) + chr(49) + chr(384 - 335) + chr(0b11 + 0o64), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\065' + chr(0b100111 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\157' + chr(0b110001 + 0o0) + '\066', 41296 - 41288)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(4825 - 4714) + chr(364 - 311) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'%'), '\x64' + chr(0b101100 + 0o71) + '\x63' + chr(111) + chr(4764 - 4664) + chr(0b1001000 + 0o35))(chr(0b111111 + 0o66) + '\x74' + chr(3543 - 3441) + chr(0b101101 + 0o0) + chr(375 - 319)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def doPeM3d_BO_J(oVre8I6UXc3b) -> None:
while not xafqLlk3kkUe(oVre8I6UXc3b.stop_request, xafqLlk3kkUe(SXOLrMavuUCe(b'b\xbe\x91\xa7>'), chr(0b1001110 + 0o26) + chr(101) + '\143' + chr(0b1101111) + chr(0b110111 + 0o55) + chr(0b1100101))(chr(3616 - 3499) + chr(0b1110100) + chr(0b11101 + 0o111) + '\055' + chr(0b111000)))():
while not xafqLlk3kkUe(oVre8I6UXc3b.queue, xafqLlk3kkUe(SXOLrMavuUCe(b'n\xa0\xb2\xb63'), chr(100) + chr(0b1100101) + chr(0b11 + 0o140) + chr(0b1000010 + 0o55) + '\144' + chr(0b1100101))('\165' + chr(0b10111 + 0o135) + chr(5080 - 4978) + chr(45) + chr(0b10 + 0o66)))():
if xafqLlk3kkUe(oVre8I6UXc3b.stop_request, xafqLlk3kkUe(SXOLrMavuUCe(b'b\xbe\x91\xa7>'), chr(100) + chr(0b1100101) + '\143' + chr(11710 - 11599) + chr(4586 - 4486) + chr(0b1001101 + 0o30))(chr(0b1101011 + 0o12) + '\164' + chr(0b111110 + 0o50) + '\055' + '\x38'))():
return
r9Xp41HGNpwj = oVre8I6UXc3b.queue.get()
xafqLlk3kkUe(r9Xp41HGNpwj, xafqLlk3kkUe(SXOLrMavuUCe(b'|\xbf\xab\xb6/'), chr(0b1100100) + chr(101) + '\143' + '\157' + '\144' + chr(0b1100101))(chr(117) + chr(537 - 421) + '\146' + '\055' + chr(0b111000)))()
KFP8A3f9JvFY(0.2)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelImageSet.get_list_from_model
|
def get_list_from_model(learn:Learner, ds_type:DatasetType, batch:Tuple)->[]:
"Factory method to convert a batch of model images to a list of ModelImageSet."
image_sets = []
x,y = batch[0],batch[1]
preds = learn.pred_batch(ds_type=ds_type, batch=(x,y), reconstruct=True)
for orig_px, real_px, gen in zip(x,y,preds):
orig, real = Image(px=orig_px), Image(px=real_px)
image_set = ModelImageSet(orig=orig, real=real, gen=gen)
image_sets.append(image_set)
return image_sets
|
python
|
def get_list_from_model(learn:Learner, ds_type:DatasetType, batch:Tuple)->[]:
"Factory method to convert a batch of model images to a list of ModelImageSet."
image_sets = []
x,y = batch[0],batch[1]
preds = learn.pred_batch(ds_type=ds_type, batch=(x,y), reconstruct=True)
for orig_px, real_px, gen in zip(x,y,preds):
orig, real = Image(px=orig_px), Image(px=real_px)
image_set = ModelImageSet(orig=orig, real=real, gen=gen)
image_sets.append(image_set)
return image_sets
|
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Factory method to convert a batch of model images to a list of ModelImageSet.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L248-L257
|
train
|
Factory method to convert a batch of model images to a list of ModelImageSet.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(50) + chr(877 - 826), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(51) + '\066', 37098 - 37090), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(48) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(5556 - 5445) + chr(744 - 695) + chr(0b11010 + 0o27) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100111 + 0o110) + chr(0b110010) + chr(451 - 396) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000110 + 0o51) + chr(0b1110 + 0o45) + '\x36' + chr(0b11011 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\x6f' + '\065' + '\063', 8640 - 8632), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1207 - 1156) + chr(0b110010) + '\x32', 25584 - 25576), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(838 - 788) + chr(0b101000 + 0o14) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b10001 + 0o41) + chr(49) + chr(0b100001 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1001011 + 0o44) + chr(724 - 674) + chr(0b110001) + chr(1166 - 1112), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\062' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100010 + 0o15) + chr(171 - 122) + '\064' + chr(1470 - 1421), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(1721 - 1673) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9(chr(2247 - 2199) + chr(0b1000011 + 0o54) + chr(0b110100) + chr(1308 - 1253), 42466 - 42458), ehT0Px3KOsy9(chr(48) + chr(485 - 374) + chr(320 - 269) + chr(1986 - 1937) + chr(3001 - 2946), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(5717 - 5606) + chr(0b11110 + 0o25) + chr(1679 - 1631) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1900 - 1851) + chr(0b110010) + chr(1235 - 1186), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + '\062' + chr(51) + chr(54), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1638 - 1588) + chr(0b100110 + 0o14) + chr(0b100110 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + '\x32' + chr(0b110110) + chr(0b11011 + 0o25), ord("\x08")), ehT0Px3KOsy9(chr(477 - 429) + chr(0b1101111) + chr(0b11100 + 0o27) + chr(0b1110 + 0o46), 18004 - 17996), ehT0Px3KOsy9(chr(454 - 406) + chr(0b1101111) + chr(0b110011) + chr(0b110010) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110110) + chr(49), 51504 - 51496), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2458 - 2408) + chr(1337 - 1286), 8), ehT0Px3KOsy9('\x30' + chr(1307 - 1196) + '\x32' + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(11230 - 11119) + chr(0b1010 + 0o47) + chr(0b110010 + 0o4) + chr(0b11010 + 0o26), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(93 - 42), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(388 - 337) + chr(0b110001) + chr(2598 - 2547), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110001) + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11011 + 0o124) + chr(0b110011) + '\x32' + '\x37', 0b1000), ehT0Px3KOsy9(chr(766 - 718) + chr(0b11011 + 0o124) + chr(1566 - 1515) + chr(48) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(3256 - 3145) + '\x33' + chr(0b110111) + '\063', 0b1000), ehT0Px3KOsy9('\x30' + chr(6192 - 6081) + chr(0b110001) + chr(0b1101 + 0o44) + chr(0b10110 + 0o35), 8), ehT0Px3KOsy9('\060' + chr(6063 - 5952) + chr(0b10101 + 0o34) + chr(0b11110 + 0o24) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11010 + 0o31) + chr(0b110001) + chr(55), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(55) + chr(0b100100 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b100001 + 0o22) + chr(0b1 + 0o62), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110011) + chr(1689 - 1640), 0b1000), ehT0Px3KOsy9('\060' + chr(4281 - 4170) + chr(0b101100 + 0o10) + '\064', 27599 - 27591)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\065' + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'='), chr(0b1000000 + 0o44) + chr(0b1100101) + chr(0b0 + 0o143) + chr(111) + '\144' + '\x65')('\x75' + '\164' + '\146' + chr(0b111 + 0o46) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Zs6a_UPsouHs(C6wSU7u_KSZF, LjBBWMAnWNhB, dNwAahu8tvoY) -> []:
xLO7HVtKFgyj = []
(OeWW0F1dBPRQ, SqiSOtYOqOJH) = (dNwAahu8tvoY[ehT0Px3KOsy9(chr(1078 - 1030) + '\x6f' + '\x30', 0b1000)], dNwAahu8tvoY[ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(260 - 211), 0o10)])
rFir39ju85_Z = C6wSU7u_KSZF.pred_batch(ds_type=LjBBWMAnWNhB, batch=(OeWW0F1dBPRQ, SqiSOtYOqOJH), reconstruct=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100100 + 0o15), 8))
for (rywGHrs3KML8, lEdwRwHphKnS, A3KGdOxgWpUn) in pZ0NK2y6HRbn(OeWW0F1dBPRQ, SqiSOtYOqOJH, rFir39ju85_Z):
(jjyPuVO56hZ6, TBHtMghycKe1) = (Xi3KfA6brWYX(px=rywGHrs3KML8), Xi3KfA6brWYX(px=lEdwRwHphKnS))
M5mZZ0d_s9le = RqJf2fGLxRug(orig=jjyPuVO56hZ6, real=TBHtMghycKe1, gen=A3KGdOxgWpUn)
xafqLlk3kkUe(xLO7HVtKFgyj, xafqLlk3kkUe(SXOLrMavuUCe(b'r\xee\xb6.\xd7\x92'), chr(0b1100100) + chr(101) + chr(5866 - 5767) + chr(0b11000 + 0o127) + chr(100) + '\x65')('\x75' + chr(116) + chr(0b1100110) + chr(1214 - 1169) + '\x38'))(M5mZZ0d_s9le)
return xLO7HVtKFgyj
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
HistogramTBRequest._write_histogram
|
def _write_histogram(self, param_name:str, values)->None:
"Writes single model histogram to Tensorboard."
tag = self.name + '/weights/' + param_name
self.tbwriter.add_histogram(tag=tag, values=values, global_step=self.iteration)
|
python
|
def _write_histogram(self, param_name:str, values)->None:
"Writes single model histogram to Tensorboard."
tag = self.name + '/weights/' + param_name
self.tbwriter.add_histogram(tag=tag, values=values, global_step=self.iteration)
|
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"tag",
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"self",
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"'/weights/'",
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"self",
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",",
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] |
Writes single model histogram to Tensorboard.
|
[
"Writes",
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"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L268-L271
|
train
|
Writes single model histogram to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\061' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(51) + chr(54), 11001 - 10993), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(1047 - 997) + '\x35' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(51) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2701 - 2590) + '\062' + '\061' + chr(1776 - 1724), 22020 - 22012), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + '\x32' + chr(2169 - 2118) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1666 - 1618) + chr(111) + chr(0b110011) + '\x35' + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + '\157' + chr(1368 - 1314) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x32' + chr(2022 - 1971), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b111 + 0o57) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(0b110000 + 0o4) + '\x36', 21540 - 21532), ehT0Px3KOsy9(chr(235 - 187) + chr(0b111011 + 0o64) + chr(0b110010) + '\x33' + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(2053 - 2002) + '\060' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(746 - 693) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(9012 - 8901) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1100000 + 0o17) + chr(50) + '\x33' + '\063', 55552 - 55544), ehT0Px3KOsy9('\060' + chr(290 - 179) + chr(49) + chr(0b110011) + chr(0b101111 + 0o10), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(0b101011 + 0o10) + chr(920 - 867), 8), ehT0Px3KOsy9(chr(1799 - 1751) + '\157' + chr(1807 - 1756) + chr(528 - 474), 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1000000 + 0o57) + chr(1450 - 1396), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110011) + '\066', 8), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(96 - 45) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + chr(1322 - 1269) + chr(1949 - 1899), 55902 - 55894), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(2568 - 2513) + chr(0b110100), 61416 - 61408), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(52) + '\060', 38247 - 38239), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(1162 - 1051) + chr(0b100001 + 0o20) + chr(0b110111) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(5671 - 5560) + chr(50) + '\x31' + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1000 + 0o52) + chr(1217 - 1163) + chr(1883 - 1829), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\x32' + chr(0b110001) + chr(366 - 315), 9848 - 9840), ehT0Px3KOsy9(chr(523 - 475) + chr(4186 - 4075) + chr(49) + chr(0b101001 + 0o12), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110010) + chr(1334 - 1279) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9('\060' + chr(5880 - 5769) + chr(0b110 + 0o55) + '\062' + chr(50), 61736 - 61728), ehT0Px3KOsy9(chr(2167 - 2119) + chr(111) + '\061' + chr(0b101110 + 0o11) + chr(1503 - 1450), 6821 - 6813), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1045 - 996) + chr(0b111 + 0o52) + '\063', 8), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(0b11101 + 0o26) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(0b1011010 + 0o25) + chr(0b110001) + '\x34' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(924 - 870) + chr(0b1011 + 0o47), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b101011 + 0o5), 55900 - 55892)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'e'), '\144' + '\x65' + chr(0b1100011) + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(10655 - 10539) + chr(102) + chr(1270 - 1225) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tyxO_z_y5CsR(oVre8I6UXc3b, LwwoV1LmMhGU, SPnCNu54H1db) -> None:
CPdEsc5O1sf7 = oVre8I6UXc3b.AIvJRzLdDfgF + xafqLlk3kkUe(SXOLrMavuUCe(b'di\xcb4\xeb\xf2b\x99\x1f'), chr(3911 - 3811) + '\145' + chr(0b10110 + 0o115) + chr(0b110110 + 0o71) + chr(6641 - 6541) + chr(101))(chr(117) + chr(0b1001110 + 0o46) + chr(0b100011 + 0o103) + '\x2d' + chr(0b111000)) + LwwoV1LmMhGU
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'*z\xca\x02\xe4\xf3e\x9e_\xf4\xc0G\xf3'), chr(0b1100100) + chr(7122 - 7021) + chr(0b1100001 + 0o2) + chr(10571 - 10460) + chr(100) + '\145')(chr(0b1110101) + '\x74' + '\x66' + '\055' + chr(0b110111 + 0o1)))(tag=CPdEsc5O1sf7, values=SPnCNu54H1db, global_step=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'"j\xcb/\xed\xee\x7f\x85^'), chr(2195 - 2095) + chr(101) + chr(99) + chr(111) + chr(100) + '\x65')(chr(117) + chr(0b1110100) + '\x66' + chr(137 - 92) + '\070')))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
HistogramTBRequest.write
|
def write(self)->None:
"Writes model histograms to Tensorboard."
for param_name, values in self.params: self._write_histogram(param_name=param_name, values=values)
|
python
|
def write(self)->None:
"Writes model histograms to Tensorboard."
for param_name, values in self.params: self._write_histogram(param_name=param_name, values=values)
|
[
"def",
"write",
"(",
"self",
")",
"->",
"None",
":",
"for",
"param_name",
",",
"values",
"in",
"self",
".",
"params",
":",
"self",
".",
"_write_histogram",
"(",
"param_name",
"=",
"param_name",
",",
"values",
"=",
"values",
")"
] |
Writes model histograms to Tensorboard.
|
[
"Writes",
"model",
"histograms",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L273-L275
|
train
|
Writes model histograms to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\157' + chr(425 - 376) + chr(2869 - 2815) + '\062', 3651 - 3643), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\060' + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(0b110110) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1945 - 1897) + chr(0b100110 + 0o111) + '\x33' + '\064' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1487 - 1437) + chr(48) + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(8716 - 8605) + chr(51) + chr(0b1110 + 0o51) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101 + 0o142) + '\x31' + '\067' + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1001010 + 0o45) + '\x32' + chr(0b10010 + 0o36) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1723 - 1674) + chr(2489 - 2434) + '\062', 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b110110) + chr(0b10111 + 0o33), 8), ehT0Px3KOsy9(chr(557 - 509) + '\x6f' + '\x31' + chr(0b10111 + 0o33) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(1739 - 1691) + chr(49), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + chr(0b10 + 0o61), 5560 - 5552), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(2021 - 1973) + '\x31', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b11100 + 0o25) + '\060' + chr(0b1 + 0o66), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110010) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110011) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + '\062' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4060 - 3949) + chr(52) + chr(1730 - 1680), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110001 + 0o76) + chr(50) + chr(318 - 270) + chr(54), 30226 - 30218), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b1011 + 0o47) + chr(51), 20549 - 20541), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110011) + chr(2154 - 2103), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9998 - 9887) + chr(0b11000 + 0o31) + chr(2177 - 2125) + chr(48), 6663 - 6655), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110100) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + chr(0b110011) + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(1122 - 1069) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + '\x31' + chr(0b10010 + 0o40) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5288 - 5177) + chr(0b110011) + chr(0b10000 + 0o46) + chr(0b110100), 54879 - 54871), ehT0Px3KOsy9(chr(0b110000) + chr(5024 - 4913) + '\x32' + chr(54) + chr(2774 - 2721), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o2) + chr(243 - 191) + chr(170 - 121), 3663 - 3655), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110000) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\062' + '\063' + chr(0b110001 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(48) + '\x32', 0b1000), ehT0Px3KOsy9(chr(1140 - 1092) + chr(0b1101111) + chr(0b110001) + '\065' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(12319 - 12208) + '\x31' + chr(0b110011 + 0o3) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(6779 - 6668) + chr(0b100111 + 0o13) + chr(2102 - 2049) + chr(0b101111 + 0o5), 0o10), ehT0Px3KOsy9('\060' + chr(5111 - 5000) + '\063' + chr(0b100001 + 0o22) + chr(0b101011 + 0o11), 0o10), ehT0Px3KOsy9(chr(1913 - 1865) + chr(0b100101 + 0o112) + chr(1848 - 1799) + chr(0b101000 + 0o11) + chr(1201 - 1150), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(604 - 553) + '\062' + '\x35', 47171 - 47163)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + chr(1223 - 1175), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), '\144' + chr(0b1100101) + chr(2722 - 2623) + chr(0b1101111) + chr(0b111001 + 0o53) + '\145')(chr(0b1000100 + 0o61) + '\164' + '\x66' + chr(0b10010 + 0o33) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b) -> None:
for (LwwoV1LmMhGU, SPnCNu54H1db) in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xa0\xc4G\x8e\xf4'), chr(363 - 263) + chr(101) + chr(99) + chr(0b1001000 + 0o47) + chr(100) + '\x65')(chr(12163 - 12046) + chr(116) + chr(0b1100110) + chr(45) + chr(0b11101 + 0o33))):
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'-\xb6\xc4O\x97\xe2\xa0\x12\xed\t\x069\xe6Y\xa0*'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + '\x64' + '\x65')(chr(0b10000 + 0o145) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(56)))(param_name=LwwoV1LmMhGU, values=SPnCNu54H1db)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
HistogramTBWriter.write
|
def write(self, model:nn.Module, iteration:int, tbwriter:SummaryWriter, name:str='model')->None:
"Writes model histograms to Tensorboard."
request = HistogramTBRequest(model=model, iteration=iteration, tbwriter=tbwriter, name=name)
asyncTBWriter.request_write(request)
|
python
|
def write(self, model:nn.Module, iteration:int, tbwriter:SummaryWriter, name:str='model')->None:
"Writes model histograms to Tensorboard."
request = HistogramTBRequest(model=model, iteration=iteration, tbwriter=tbwriter, name=name)
asyncTBWriter.request_write(request)
|
[
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"iteration",
":",
"int",
",",
"tbwriter",
":",
"SummaryWriter",
",",
"name",
":",
"str",
"=",
"'model'",
")",
"->",
"None",
":",
"request",
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"HistogramTBRequest",
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",",
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"=",
"iteration",
",",
"tbwriter",
"=",
"tbwriter",
",",
"name",
"=",
"name",
")",
"asyncTBWriter",
".",
"request_write",
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"request",
")"
] |
Writes model histograms to Tensorboard.
|
[
"Writes",
"model",
"histograms",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L282-L285
|
train
|
Writes model histograms to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(2934 - 2823) + '\x31' + chr(2387 - 2333) + '\x32', 0b1000), ehT0Px3KOsy9(chr(989 - 941) + chr(3490 - 3379) + '\x32' + chr(52) + chr(936 - 885), 0b1000), ehT0Px3KOsy9('\060' + chr(10331 - 10220) + chr(0b100000 + 0o23) + '\067' + chr(2782 - 2727), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + '\067' + chr(49), 0o10), ehT0Px3KOsy9(chr(299 - 251) + chr(4522 - 4411) + '\062' + chr(0b110101) + chr(52), 0o10), ehT0Px3KOsy9(chr(809 - 761) + '\157' + chr(0b110001) + '\x36' + chr(0b11011 + 0o27), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b1001 + 0o54) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + chr(49) + chr(0b10011 + 0o36) + chr(48), 41353 - 41345), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110011) + chr(0b1011 + 0o46), 21012 - 21004), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b111 + 0o52) + chr(2160 - 2108) + chr(0b100001 + 0o23), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1010 + 0o54) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110111) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + '\x35' + chr(0b110010 + 0o0), 43763 - 43755), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110010) + '\x33' + '\x37', 16781 - 16773), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(695 - 643), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b110011) + chr(1359 - 1305) + chr(1025 - 974), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\063' + chr(2049 - 2000), 34045 - 34037), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(0b110000) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110010) + '\061' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11410 - 11299) + '\063' + chr(2199 - 2144) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b11111 + 0o22) + chr(0b10111 + 0o36), 0b1000), ehT0Px3KOsy9(chr(251 - 203) + chr(0b1101111) + chr(371 - 316), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110100) + chr(0b110 + 0o54), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110001) + chr(0b10110 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(846 - 797) + chr(0b11111 + 0o22) + chr(52), 36601 - 36593), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110011) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + '\066', 0b1000), ehT0Px3KOsy9(chr(916 - 868) + '\157' + '\x31' + '\066' + chr(55), 61987 - 61979), ehT0Px3KOsy9(chr(984 - 936) + chr(111) + chr(50) + chr(0b10001 + 0o45) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + '\x35' + chr(2339 - 2287), ord("\x08")), ehT0Px3KOsy9(chr(166 - 118) + chr(0b1101111) + chr(1729 - 1678) + chr(0b110001) + '\066', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(50) + chr(53), 0o10), ehT0Px3KOsy9(chr(1851 - 1803) + '\157' + chr(50) + chr(55) + '\x31', 796 - 788), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + '\066' + chr(1332 - 1282), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(0b110010) + chr(54) + chr(1832 - 1784), 0o10), ehT0Px3KOsy9('\x30' + chr(2836 - 2725) + '\x31' + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(3195 - 3084) + chr(49) + '\062', 9954 - 9946), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b101010 + 0o11) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(49) + chr(49) + chr(49), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + chr(956 - 908), 25041 - 25033)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), chr(2930 - 2830) + '\x65' + chr(0b1100011) + chr(10052 - 9941) + '\x64' + '\x65')(chr(117) + chr(116) + chr(0b1010000 + 0o26) + '\x2d' + chr(0b110001 + 0o7)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b, FK0vqzZ5gPN6, HTak90t_SLN1, Yw8m9l8LhtCR, AIvJRzLdDfgF=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xcc\x9b\x1c\xc0'), chr(0b1100100) + chr(6528 - 6427) + chr(0b100 + 0o137) + '\x6f' + chr(0b111011 + 0o51) + chr(0b1100101))('\165' + chr(0b1110100) + '\146' + chr(1471 - 1426) + chr(56))) -> None:
r9Xp41HGNpwj = ZBGAU837VnS9(model=FK0vqzZ5gPN6, iteration=HTak90t_SLN1, tbwriter=Yw8m9l8LhtCR, name=AIvJRzLdDfgF)
xafqLlk3kkUe(z5IEhcMNhJ3D, xafqLlk3kkUe(SXOLrMavuUCe(b'\x00\xc6\x8e\x0c\xc9\x01\xd8\x17\xae\x16XJQ'), chr(1900 - 1800) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(2474 - 2373))(chr(2875 - 2758) + '\164' + '\146' + chr(0b101101) + chr(0b110100 + 0o4)))(r9Xp41HGNpwj)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._add_gradient_scalar
|
def _add_gradient_scalar(self, name:str, scalar_value)->None:
"Writes a single scalar value for a gradient statistic to Tensorboard."
tag = self.name + '/gradients/' + name
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=self.iteration)
|
python
|
def _add_gradient_scalar(self, name:str, scalar_value)->None:
"Writes a single scalar value for a gradient statistic to Tensorboard."
tag = self.name + '/gradients/' + name
self.tbwriter.add_scalar(tag=tag, scalar_value=scalar_value, global_step=self.iteration)
|
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"'/gradients/'",
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"scalar_value",
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] |
Writes a single scalar value for a gradient statistic to Tensorboard.
|
[
"Writes",
"a",
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"gradient",
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"to",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L294-L297
|
train
|
Writes a single scalar value for a gradient statistic to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(11393 - 11282) + '\x32' + chr(0b101 + 0o60) + chr(2348 - 2294), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110 + 0o151) + '\x31' + '\066' + chr(55), 38695 - 38687), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(0b11001 + 0o34) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(5611 - 5500) + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9(chr(386 - 338) + chr(0b100001 + 0o116) + chr(0b110000 + 0o3) + '\062' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + '\063' + '\x32' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(1180 - 1132) + chr(111) + chr(0b100101 + 0o16) + chr(51) + chr(0b110101), 27282 - 27274), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b110 + 0o55), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100 + 0o56) + chr(0b110001) + chr(0b110111), 14559 - 14551), ehT0Px3KOsy9(chr(951 - 903) + chr(0b1101111) + '\x31' + '\x30', 64112 - 64104), ehT0Px3KOsy9(chr(0b11 + 0o55) + '\157' + chr(1274 - 1225) + chr(0b101 + 0o61) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(51) + chr(0b1101 + 0o45), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5504 - 5393) + chr(836 - 786) + chr(2764 - 2710) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b1 + 0o60) + chr(0b101011 + 0o14) + '\067', 0o10), ehT0Px3KOsy9(chr(1403 - 1355) + chr(0b1101 + 0o142) + '\x33' + '\066' + chr(0b1111 + 0o46), 4577 - 4569), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(54) + chr(51), 21815 - 21807), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(50) + chr(48), 50519 - 50511), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(0b1101 + 0o45) + chr(1682 - 1630), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(65 - 15) + '\060' + chr(0b10001 + 0o42), 44707 - 44699), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + '\062', 61705 - 61697), ehT0Px3KOsy9('\060' + '\x6f' + chr(55) + chr(0b110110), 46780 - 46772), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + '\060' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + '\x33' + chr(1867 - 1814) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1195 - 1147) + '\x6f' + chr(54) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b10100 + 0o133) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + '\062' + chr(54) + '\x35', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(1793 - 1739) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(705 - 656) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b10100 + 0o41) + chr(51), 28793 - 28785), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(0b100111 + 0o15) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(50) + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(3069 - 2958) + chr(1986 - 1935) + chr(0b100101 + 0o16) + '\064', 0b1000), ehT0Px3KOsy9(chr(1389 - 1341) + chr(111) + chr(50) + '\x35' + chr(1930 - 1880), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(1997 - 1943) + chr(0b110101 + 0o1), 0o10), ehT0Px3KOsy9('\x30' + chr(12148 - 12037) + '\x32' + '\x33' + chr(2671 - 2618), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1011010 + 0o25) + chr(0b1100 + 0o45) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(1623 - 1568) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(0b110101) + chr(447 - 394), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(50) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b11001 + 0o34) + chr(0b1110 + 0o50), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1768 - 1720) + chr(0b1101111) + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x80'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + chr(0b111100 + 0o50) + '\145')(chr(0b101111 + 0o106) + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def V7lmxdTI56EN(oVre8I6UXc3b, AIvJRzLdDfgF, wogqG3zDpl9X) -> None:
CPdEsc5O1sf7 = oVre8I6UXc3b.AIvJRzLdDfgF + xafqLlk3kkUe(SXOLrMavuUCe(b'\x81\x10[Q\xb5\xbb\xb8m\xfb{X'), chr(0b1100100 + 0o0) + '\145' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(1843 - 1742))('\165' + '\x74' + chr(0b1100110) + '\x2d' + chr(0b1010 + 0o56)) + AIvJRzLdDfgF
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcf\x13Mo\xa2\xb1\xbco\xeez'), chr(2452 - 2352) + chr(2550 - 2449) + chr(0b1100011) + '\157' + '\x64' + chr(101))(chr(117) + '\x74' + '\x66' + '\055' + chr(0b111000)))(tag=CPdEsc5O1sf7, scalar_value=wogqG3zDpl9X, global_step=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc7\x03LB\xb0\xa6\xb4l\xe1'), '\144' + '\x65' + chr(0b1000111 + 0o34) + chr(0b1101111) + chr(0b1100100) + '\145')('\165' + chr(116) + chr(102) + chr(0b101101) + '\x38')))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_avg_norm
|
def _write_avg_norm(self, norms:[])->None:
"Writes the average norm of the gradients to Tensorboard."
avg_norm = sum(norms)/len(self.gradients)
self._add_gradient_scalar('avg_norm', scalar_value=avg_norm)
|
python
|
def _write_avg_norm(self, norms:[])->None:
"Writes the average norm of the gradients to Tensorboard."
avg_norm = sum(norms)/len(self.gradients)
self._add_gradient_scalar('avg_norm', scalar_value=avg_norm)
|
[
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"_write_avg_norm",
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"self",
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"norms",
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"]",
")",
"->",
"None",
":",
"avg_norm",
"=",
"sum",
"(",
"norms",
")",
"/",
"len",
"(",
"self",
".",
"gradients",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'avg_norm'",
",",
"scalar_value",
"=",
"avg_norm",
")"
] |
Writes the average norm of the gradients to Tensorboard.
|
[
"Writes",
"the",
"average",
"norm",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L299-L302
|
train
|
Writes the average norm of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101001 + 0o6) + chr(51) + chr(0b110000) + chr(136 - 87), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(54) + chr(49), 43030 - 43022), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(0b110011) + chr(0b110100) + chr(995 - 944), 0o10), ehT0Px3KOsy9(chr(309 - 261) + chr(1933 - 1822) + chr(0b10110 + 0o35) + chr(0b110010) + chr(252 - 198), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2270 - 2221) + '\061' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\063' + '\066', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\067' + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(55) + chr(2885 - 2830), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\061' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8416 - 8305) + chr(0b110011) + chr(1462 - 1413) + chr(0b100010 + 0o16), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\x31', 57430 - 57422), ehT0Px3KOsy9(chr(378 - 330) + '\x6f' + '\x33' + chr(0b1000 + 0o55) + chr(0b110000 + 0o5), 0o10), ehT0Px3KOsy9(chr(486 - 438) + '\157' + '\061' + chr(0b110111) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100101 + 0o15) + chr(0b110010) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b0 + 0o63) + chr(48) + chr(0b10010 + 0o40), 49000 - 48992), ehT0Px3KOsy9(chr(2060 - 2012) + chr(111) + '\x31' + chr(0b110100) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48 - 0) + chr(111) + '\062' + '\065' + '\067', 25521 - 25513), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(211 - 161) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1010 + 0o145) + '\062' + '\x35' + chr(1983 - 1931), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1337 - 1226) + chr(50) + chr(0b110000) + chr(0b10000 + 0o44), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11078 - 10967) + chr(0b1110 + 0o44) + '\064' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b111 + 0o53) + chr(49) + chr(0b110100 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b110111 + 0o70) + chr(0b110010) + '\067', 61949 - 61941), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\060' + chr(1063 - 1010), 0b1000), ehT0Px3KOsy9(chr(913 - 865) + chr(0b100000 + 0o117) + '\063' + chr(54) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100101 + 0o16) + chr(495 - 440) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\x33' + chr(0b11111 + 0o24) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(55) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(2197 - 2142) + chr(938 - 887), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b110010) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(1739 - 1628) + chr(0b110010) + '\065' + chr(504 - 454), 54130 - 54122), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(55) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3314 - 3203) + chr(0b110011 + 0o2) + chr(2061 - 2009), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6771 - 6660) + chr(0b110010) + '\060' + chr(890 - 838), 8), ehT0Px3KOsy9(chr(627 - 579) + '\x6f' + chr(51) + chr(0b110111) + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(0b110101) + chr(2421 - 2366), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1979 - 1925) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(54 - 3) + chr(55) + chr(49), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110000) + chr(0b110111), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(0b111000 + 0o67) + chr(0b110101) + chr(0b100 + 0o54), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xef'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(101))(chr(117) + '\164' + chr(102) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def a9uZEaHDNoln(oVre8I6UXc3b, yH99FYfquAvU) -> None:
XAl97hwvMsGy = xkxBmo49x2An(yH99FYfquAvU) / c2A0yzQpDQB3(oVre8I6UXc3b.gradients)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9eP\x87\xb2\x17yJ\xdej\xa1|\x83\x0b\xc8\xb1\x02\xce\x7f\xcd\xf6'), '\x64' + chr(0b1100101) + chr(0b110000 + 0o63) + chr(0b1101111) + '\144' + chr(101))('\165' + '\x74' + chr(0b1011 + 0o133) + '\055' + chr(0b100111 + 0o21)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa0G\x84\x89&qJ\xd2'), '\144' + chr(5837 - 5736) + chr(0b111 + 0o134) + '\157' + '\x64' + chr(0b1000000 + 0o45))(chr(0b1100101 + 0o20) + chr(5023 - 4907) + chr(102) + '\055' + chr(56)), scalar_value=XAl97hwvMsGy)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_median_norm
|
def _write_median_norm(self, norms:[])->None:
"Writes the median norm of the gradients to Tensorboard."
median_norm = statistics.median(norms)
self._add_gradient_scalar('median_norm', scalar_value=median_norm)
|
python
|
def _write_median_norm(self, norms:[])->None:
"Writes the median norm of the gradients to Tensorboard."
median_norm = statistics.median(norms)
self._add_gradient_scalar('median_norm', scalar_value=median_norm)
|
[
"def",
"_write_median_norm",
"(",
"self",
",",
"norms",
":",
"[",
"]",
")",
"->",
"None",
":",
"median_norm",
"=",
"statistics",
".",
"median",
"(",
"norms",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'median_norm'",
",",
"scalar_value",
"=",
"median_norm",
")"
] |
Writes the median norm of the gradients to Tensorboard.
|
[
"Writes",
"the",
"median",
"norm",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L304-L307
|
train
|
Writes the median norm of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + chr(0b110001) + chr(0b1010 + 0o54) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(0b1100 + 0o53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10000 + 0o137) + '\062' + '\067' + chr(0b11111 + 0o27), 50223 - 50215), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(3457 - 3346) + chr(0b0 + 0o63) + chr(0b1 + 0o65) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(1604 - 1553) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b110000 + 0o2) + chr(2127 - 2076) + '\x32', 0o10), ehT0Px3KOsy9(chr(364 - 316) + chr(111) + chr(1470 - 1421) + chr(2555 - 2504) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + '\x33' + chr(823 - 770) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b111 + 0o54) + '\x31' + chr(2626 - 2571), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\x33' + '\x33' + chr(0b10 + 0o64), 42245 - 42237), ehT0Px3KOsy9('\060' + chr(6571 - 6460) + '\x32' + '\x34' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11100 + 0o27) + '\x36' + chr(0b10111 + 0o35), 16807 - 16799), ehT0Px3KOsy9('\x30' + chr(111) + chr(2185 - 2136) + chr(0b110000 + 0o7) + chr(0b110000), 14797 - 14789), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100011 + 0o22) + chr(0b101100 + 0o10), 64809 - 64801), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2363 - 2313) + chr(2018 - 1968) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x33' + chr(0b11001 + 0o27), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100 + 0o143) + chr(0b1110 + 0o45) + '\065' + '\x32', 18204 - 18196), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(50) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1589 - 1541) + '\x6f' + chr(0b110011) + chr(0b100101 + 0o21) + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(998 - 948) + '\x37' + chr(0b10000 + 0o46), 8), ehT0Px3KOsy9(chr(48) + chr(10676 - 10565) + '\x33' + chr(50) + chr(1926 - 1875), 55725 - 55717), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(50) + chr(48) + chr(1849 - 1799), 0b1000), ehT0Px3KOsy9(chr(1293 - 1245) + chr(111) + '\x32' + '\067' + '\066', 8), ehT0Px3KOsy9(chr(48) + chr(2296 - 2185) + chr(0b110001) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(3110 - 2999) + '\063' + chr(0b110101) + chr(1124 - 1075), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\062' + chr(142 - 91), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(251 - 199) + chr(0b11001 + 0o36), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1303 - 1254) + chr(50) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1188 - 1138) + chr(0b11001 + 0o35) + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(0b110100) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\x32' + chr(55) + chr(0b1010 + 0o54), 8), ehT0Px3KOsy9(chr(48) + chr(1701 - 1590) + chr(0b11011 + 0o26) + chr(2601 - 2550) + chr(51), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2264 - 2153) + chr(1998 - 1944) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(7803 - 7692) + chr(0b10100 + 0o40) + chr(0b100011 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b100000 + 0o27) + chr(0b10 + 0o64), 8), ehT0Px3KOsy9(chr(420 - 372) + chr(111) + '\062' + chr(691 - 643) + chr(305 - 255), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10110 + 0o32), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(441 - 391) + chr(0b101011 + 0o7) + chr(54), 57444 - 57436), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110011) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1665 - 1615) + '\065', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(0b11000 + 0o35) + chr(0b110000), 40990 - 40982)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\\'), chr(100) + '\145' + chr(1999 - 1900) + chr(0b1101111) + chr(0b1011001 + 0o13) + '\x65')('\165' + '\x74' + chr(3359 - 3257) + '\x2d' + chr(152 - 96)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mw3n6dslY0hs(oVre8I6UXc3b, yH99FYfquAvU) -> None:
IBHZUdd2AEVY = YUsWrtZTFZy3.Nal5CI8YLVjj(yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'-^\xda\x97\x03\xfd)\x8e\xab\xb7\xc1\x9a\x0cs\xe6\xbb\x8b\xff\x97\xcc'), chr(0b1100100) + chr(101) + chr(99) + '\x6f' + chr(0b1100100) + '\x65')(chr(11851 - 11734) + chr(0b110100 + 0o100) + chr(0b1100110) + chr(0b101000 + 0o5) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1fZ\xda\x9a=\xf4\x04\x81\xa0\xac\xc9'), chr(0b1001011 + 0o31) + '\145' + chr(249 - 150) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\x74' + chr(102) + chr(1239 - 1194) + chr(182 - 126)), scalar_value=IBHZUdd2AEVY)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_max_norm
|
def _write_max_norm(self, norms:[])->None:
"Writes the maximum norm of the gradients to Tensorboard."
max_norm = max(norms)
self._add_gradient_scalar('max_norm', scalar_value=max_norm)
|
python
|
def _write_max_norm(self, norms:[])->None:
"Writes the maximum norm of the gradients to Tensorboard."
max_norm = max(norms)
self._add_gradient_scalar('max_norm', scalar_value=max_norm)
|
[
"def",
"_write_max_norm",
"(",
"self",
",",
"norms",
":",
"[",
"]",
")",
"->",
"None",
":",
"max_norm",
"=",
"max",
"(",
"norms",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'max_norm'",
",",
"scalar_value",
"=",
"max_norm",
")"
] |
Writes the maximum norm of the gradients to Tensorboard.
|
[
"Writes",
"the",
"maximum",
"norm",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L309-L312
|
train
|
Writes the maximum norm of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\065' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(1466 - 1416) + chr(2469 - 2417) + '\x32', 40205 - 40197), ehT0Px3KOsy9(chr(48) + chr(4699 - 4588) + chr(1837 - 1787) + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(2179 - 2068) + chr(0b110001) + chr(1788 - 1733) + chr(0b1010 + 0o53), 51026 - 51018), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b100001 + 0o116) + chr(50) + '\062' + chr(522 - 473), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001100 + 0o43) + '\063' + '\x31' + chr(0b110101), 16316 - 16308), ehT0Px3KOsy9(chr(718 - 670) + chr(0b1101111) + '\x31' + '\062' + '\067', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b10110 + 0o131) + chr(50) + chr(54) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1070 - 1019) + chr(49) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9824 - 9713) + chr(1995 - 1944) + chr(0b110101) + '\062', 44515 - 44507), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + chr(2199 - 2146) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(4552 - 4441) + chr(275 - 224) + '\064' + chr(0b110010), 44490 - 44482), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010 + 0o5) + chr(49), 22937 - 22929), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110000 + 0o2) + chr(0b101101 + 0o4) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b1101111) + chr(49) + '\x37', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + '\061' + '\x33' + chr(0b101 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(872 - 761) + '\x32' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011111 + 0o20) + '\x32' + chr(0b1100 + 0o53) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6699 - 6588) + chr(0b11000 + 0o32) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(1531 - 1483) + chr(111) + '\062' + '\066' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(0b110001) + chr(0b11110 + 0o25) + '\x36', 0b1000), ehT0Px3KOsy9(chr(1867 - 1819) + '\157' + chr(0b110000 + 0o2) + chr(0b101 + 0o56) + chr(2127 - 2073), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(52) + chr(53), 18851 - 18843), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(5374 - 5263) + chr(0b110011) + chr(0b101000 + 0o12) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(326 - 278) + chr(111) + chr(51) + '\x35' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + '\x31' + chr(0b110010) + chr(2461 - 2409), ord("\x08")), ehT0Px3KOsy9(chr(151 - 103) + chr(111) + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100100 + 0o15) + '\063' + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + chr(4904 - 4793) + '\x33' + chr(0b101011 + 0o5) + chr(0b101 + 0o55), 0o10), ehT0Px3KOsy9(chr(1153 - 1105) + '\157' + chr(1616 - 1565) + chr(2344 - 2294) + '\066', 8), ehT0Px3KOsy9('\060' + '\x6f' + chr(650 - 597) + chr(49), 39029 - 39021), ehT0Px3KOsy9('\060' + chr(5912 - 5801) + chr(0b11110 + 0o25) + chr(0b110011) + chr(52), 0o10), ehT0Px3KOsy9(chr(127 - 79) + chr(0b1101111) + '\062' + '\060' + chr(50), 35123 - 35115), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1629 - 1579) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x32' + '\x33', 35670 - 35662), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + chr(55), 9486 - 9478), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110111 + 0o0) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1793 - 1744) + chr(0b101011 + 0o14) + '\x33', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'A'), '\144' + chr(0b1100101) + chr(2290 - 2191) + '\x6f' + chr(4587 - 4487) + chr(0b1100101))('\x75' + chr(0b101000 + 0o114) + chr(102) + chr(773 - 728) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MrGeAAXVCTRo(oVre8I6UXc3b, yH99FYfquAvU) -> None:
LB9bc9dHt6aX = tsdjvlgh9gDP(yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xc3\xefb"\xf6\xbf6\xd2\xa0\x8f\x82\x96f\xfal>x\xddc'), '\x64' + '\x65' + '\143' + chr(111) + chr(3766 - 3666) + chr(5181 - 5080))(chr(0b1110101) + '\x74' + chr(10249 - 10147) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\xc3\xf3Y\x13\xfe\xbf:'), chr(0b111110 + 0o46) + chr(6251 - 6150) + '\x63' + chr(5393 - 5282) + '\144' + chr(0b110010 + 0o63))('\x75' + chr(0b1100010 + 0o22) + '\x66' + chr(0b101000 + 0o5) + chr(701 - 645)), scalar_value=LB9bc9dHt6aX)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_min_norm
|
def _write_min_norm(self, norms:[])->None:
"Writes the minimum norm of the gradients to Tensorboard."
min_norm = min(norms)
self._add_gradient_scalar('min_norm', scalar_value=min_norm)
|
python
|
def _write_min_norm(self, norms:[])->None:
"Writes the minimum norm of the gradients to Tensorboard."
min_norm = min(norms)
self._add_gradient_scalar('min_norm', scalar_value=min_norm)
|
[
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"_write_min_norm",
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"self",
",",
"norms",
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"[",
"]",
")",
"->",
"None",
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"min_norm",
"=",
"min",
"(",
"norms",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'min_norm'",
",",
"scalar_value",
"=",
"min_norm",
")"
] |
Writes the minimum norm of the gradients to Tensorboard.
|
[
"Writes",
"the",
"minimum",
"norm",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L314-L317
|
train
|
Writes the minimum norm of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(868 - 757) + '\062' + chr(0b110101) + '\067', 46837 - 46829), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110111) + chr(2636 - 2582), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b1110 + 0o46) + '\063', 50916 - 50908), ehT0Px3KOsy9(chr(2245 - 2197) + chr(111) + chr(0b110001 + 0o1) + '\067' + '\x37', 38837 - 38829), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10101 + 0o37) + chr(1920 - 1868), ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(0b110010) + chr(2306 - 2251) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\x6f' + chr(50) + chr(0b101 + 0o57) + '\062', 4342 - 4334), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(111) + chr(53) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + chr(2074 - 2025) + '\067' + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1066 - 1016) + chr(1414 - 1359), 0b1000), ehT0Px3KOsy9('\060' + chr(1902 - 1791) + chr(2104 - 2051), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110110) + chr(0b100110 + 0o21), 0b1000), ehT0Px3KOsy9(chr(989 - 941) + chr(0b100010 + 0o115) + chr(50) + chr(52) + chr(0b110010), 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x36' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1153 - 1102) + chr(0b110010 + 0o5) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(476 - 428) + chr(0b1101111) + chr(541 - 491) + '\x34' + chr(540 - 492), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(694 - 645) + '\066' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(3750 - 3639) + '\062' + chr(55) + chr(155 - 107), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(111) + chr(0b110010) + '\x32' + chr(0b11010 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x34' + '\061', 42851 - 42843), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1 + 0o61) + '\065' + '\x31', 6341 - 6333), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(51) + chr(0b110111) + chr(0b110010), 8), ehT0Px3KOsy9('\x30' + chr(1841 - 1730) + chr(0b110001) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000 + 0o2) + chr(0b10000 + 0o44) + '\067', 56840 - 56832), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1736 - 1687) + chr(53) + chr(2987 - 2932), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\x37', 0b1000), ehT0Px3KOsy9(chr(101 - 53) + chr(0b1101111) + chr(51) + '\063' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(667 - 617) + chr(55) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(664 - 613) + chr(0b110110) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\x37' + chr(55), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + '\x32' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(2779 - 2726) + '\066', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(2292 - 2242) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x36' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1375 - 1324) + chr(0b110010 + 0o5) + chr(54), 31067 - 31059), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + chr(51) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101111 + 0o3) + chr(698 - 647) + chr(0b101010 + 0o13), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(364 - 315) + chr(315 - 263) + chr(0b100100 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10269 - 10158) + chr(0b11110 + 0o24) + '\x36' + chr(0b100100 + 0o20), 49748 - 49740)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(9641 - 9530) + chr(2060 - 2007) + '\060', ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x81'), chr(0b100001 + 0o103) + chr(0b101101 + 0o70) + chr(8347 - 8248) + chr(111) + '\x64' + chr(0b1100101))(chr(117) + chr(116) + chr(2235 - 2133) + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def rMLYGNQ4K6lH(oVre8I6UXc3b, yH99FYfquAvU) -> None:
CinxDwlqSD1r = Dx22bkKPdt5d(yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0_\xc7\xdb{\xdb\xd0J\x1e~`Y\xd6n\x89\xc3\x17\xd4\xf1S'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + chr(0b1010000 + 0o24) + chr(7914 - 7813))(chr(12384 - 12267) + '\164' + chr(0b1100110) + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc2W\xcd\xe0J\xd3\xd0F'), chr(4980 - 4880) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + chr(0b101111 + 0o66))(chr(10052 - 9935) + chr(0b101111 + 0o105) + chr(0b11 + 0o143) + chr(0b101101) + chr(211 - 155)), scalar_value=CinxDwlqSD1r)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_num_zeros
|
def _write_num_zeros(self)->None:
"Writes the number of zeroes in the gradients to Tensorboard."
gradient_nps = [to_np(x.data) for x in self.gradients]
num_zeros = sum((np.asarray(x) == 0.0).sum() for x in gradient_nps)
self._add_gradient_scalar('num_zeros', scalar_value=num_zeros)
|
python
|
def _write_num_zeros(self)->None:
"Writes the number of zeroes in the gradients to Tensorboard."
gradient_nps = [to_np(x.data) for x in self.gradients]
num_zeros = sum((np.asarray(x) == 0.0).sum() for x in gradient_nps)
self._add_gradient_scalar('num_zeros', scalar_value=num_zeros)
|
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Writes the number of zeroes in the gradients to Tensorboard.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L319-L323
|
train
|
Writes the number of zeroes in the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(441 - 390) + chr(51), 0o10), ehT0Px3KOsy9('\060' + chr(3733 - 3622) + '\062' + '\062' + chr(53), 48064 - 48056), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o14) + '\x31' + '\066', 38785 - 38777), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b101001 + 0o12) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(6887 - 6776) + chr(1197 - 1148) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\062' + chr(554 - 501) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(1742 - 1694) + chr(0b1001000 + 0o47) + '\063' + chr(0b100001 + 0o20) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x36' + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(869 - 816) + chr(2214 - 2164), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1325 - 1276) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\064' + chr(929 - 880), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1798 - 1748) + chr(0b101010 + 0o12) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(51) + chr(0b101111 + 0o10) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(0b110000) + chr(55), 8355 - 8347), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b10101 + 0o132) + chr(0b110001) + '\066' + chr(0b110011), 52676 - 52668), ehT0Px3KOsy9('\060' + '\x6f' + chr(134 - 83) + '\x36' + chr(0b100110 + 0o12), 20535 - 20527), ehT0Px3KOsy9(chr(1649 - 1601) + chr(0b1101111) + chr(798 - 747) + chr(0b110110) + chr(1230 - 1176), 0o10), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9997 - 9886) + chr(0b110011) + '\x31' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(255 - 204) + chr(1255 - 1202) + '\060', 37570 - 37562), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(111) + '\067' + '\063', 0o10), ehT0Px3KOsy9(chr(1248 - 1200) + chr(1403 - 1292) + '\x33' + chr(48) + '\065', 37064 - 37056), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + '\x32' + chr(49) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(53), 0o10), ehT0Px3KOsy9(chr(957 - 909) + '\x6f' + '\064' + '\x32', 53250 - 53242), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + '\x32' + '\x32' + chr(2544 - 2492), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\061' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(6617 - 6506) + chr(1176 - 1126) + '\061' + chr(1256 - 1204), 18834 - 18826), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + chr(0b110011) + '\x33' + '\x31', 29239 - 29231), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(4791 - 4680) + chr(0b110011 + 0o0) + '\x33' + '\x32', 0b1000), ehT0Px3KOsy9(chr(1219 - 1171) + chr(111) + '\x31' + chr(48) + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b10000 + 0o137) + chr(0b1 + 0o61) + '\063' + chr(0b1 + 0o63), 8), ehT0Px3KOsy9(chr(404 - 356) + '\x6f' + chr(0b111 + 0o52) + '\060' + chr(359 - 311), 0b1000), ehT0Px3KOsy9(chr(1569 - 1521) + '\157' + '\062' + chr(1548 - 1499) + chr(0b11 + 0o57), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(827 - 777) + chr(0b110011) + chr(0b110001), 44239 - 44231), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(54), 42480 - 42472), ehT0Px3KOsy9(chr(1912 - 1864) + '\157' + chr(0b110011) + chr(0b10011 + 0o44) + chr(855 - 802), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(11892 - 11781) + '\064' + '\063', 0b1000), ehT0Px3KOsy9(chr(2128 - 2080) + chr(111) + '\061' + chr(0b110110) + chr(55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'5'), chr(0b10100 + 0o120) + '\x65' + chr(0b1100011) + chr(8200 - 8089) + '\x64' + chr(7547 - 7446))(chr(0b1010010 + 0o43) + chr(709 - 593) + '\x66' + chr(721 - 676) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def MGPOy265vRTC(oVre8I6UXc3b) -> None:
hhVSdXMgzX7r = [dw42UMwEDh0P(OeWW0F1dBPRQ.ULnjp6D6efFH) for OeWW0F1dBPRQ in oVre8I6UXc3b.gradients]
AMqobA90KiBx = xkxBmo49x2An(((WqUC3KWvYVup.asarray(OeWW0F1dBPRQ) == 0.0).xkxBmo49x2An() for OeWW0F1dBPRQ in hhVSdXMgzX7r))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'D\xf4\xea\xf8W\xceZ\xaa\x93C/O\xd7\xa1\xb4\x10\x91\x9a`\xb8'), chr(0b111110 + 0o46) + '\145' + chr(253 - 154) + chr(111) + chr(0b11100 + 0o110) + chr(101))(chr(0b1110101) + chr(116) + chr(102) + chr(795 - 750) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'u\xe0\xe3\xc3r\xccZ\xa4\x84'), chr(3745 - 3645) + '\x65' + '\143' + chr(6628 - 6517) + chr(100) + chr(101))('\165' + chr(116) + '\x66' + chr(0b11100 + 0o21) + chr(0b1010 + 0o56)), scalar_value=AMqobA90KiBx)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_avg_gradient
|
def _write_avg_gradient(self)->None:
"Writes the average of the gradients to Tensorboard."
avg_gradient = sum(x.data.mean() for x in self.gradients)/len(self.gradients)
self._add_gradient_scalar('avg_gradient', scalar_value=avg_gradient)
|
python
|
def _write_avg_gradient(self)->None:
"Writes the average of the gradients to Tensorboard."
avg_gradient = sum(x.data.mean() for x in self.gradients)/len(self.gradients)
self._add_gradient_scalar('avg_gradient', scalar_value=avg_gradient)
|
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"_add_gradient_scalar",
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] |
Writes the average of the gradients to Tensorboard.
|
[
"Writes",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L325-L328
|
train
|
Writes the average of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + '\x31' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11100 + 0o27) + chr(0b110001) + '\x34', 30208 - 30200), ehT0Px3KOsy9('\x30' + chr(0b10111 + 0o130) + chr(0b110011) + chr(0b101101 + 0o12) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + chr(1655 - 1603), 30503 - 30495), ehT0Px3KOsy9(chr(0b110000) + chr(10126 - 10015) + chr(0b110010) + chr(0b101011 + 0o6) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110110) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011001 + 0o26) + '\x32' + chr(2628 - 2575) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(12045 - 11934) + chr(0b110111) + chr(260 - 212), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110010) + chr(1614 - 1564) + chr(0b11010 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101 + 0o56) + chr(1395 - 1346) + chr(48), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(165 - 116) + chr(0b101110 + 0o4) + '\x32', 0o10), ehT0Px3KOsy9(chr(1207 - 1159) + chr(0b1001000 + 0o47) + '\x33' + chr(0b110101) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\060' + chr(0b100100 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(50) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + '\x35' + chr(0b110111), 30101 - 30093), ehT0Px3KOsy9('\x30' + '\157' + chr(2666 - 2612) + chr(0b1001 + 0o47), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110 + 0o57) + '\x35', 28404 - 28396), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x36' + chr(0b110000), 8), ehT0Px3KOsy9(chr(1110 - 1062) + chr(0b1101111) + '\065' + chr(50), 0o10), ehT0Px3KOsy9(chr(507 - 459) + chr(0b111101 + 0o62) + chr(0b110001) + '\x35' + chr(381 - 333), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\061' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110100) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(2210 - 2159) + '\065' + chr(316 - 268), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(471 - 422) + chr(0b1011 + 0o54) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11110 + 0o23) + chr(50) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(412 - 364) + chr(0b100110 + 0o111) + chr(0b100100 + 0o15) + chr(0b110110 + 0o1) + '\061', 61087 - 61079), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b111100 + 0o63) + chr(49) + chr(959 - 909) + '\x32', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + '\x37' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(2314 - 2263) + chr(51) + chr(0b100100 + 0o17), 0o10), ehT0Px3KOsy9(chr(2222 - 2174) + chr(0b1101111) + '\x33' + '\064' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(2264 - 2216) + '\x6f' + '\062' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(779 - 731) + chr(0b1110 + 0o141) + chr(1663 - 1610) + chr(52), 5631 - 5623), ehT0Px3KOsy9(chr(1051 - 1003) + chr(0b1101111) + '\x33' + chr(55) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1255 - 1207) + chr(0b1101111) + chr(0b110 + 0o53) + chr(49) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + '\x33' + chr(1986 - 1938) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b1 + 0o62) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + chr(49) + chr(0b110111) + chr(0b100110 + 0o20), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\062' + chr(2450 - 2396) + '\063', 0o10), ehT0Px3KOsy9(chr(247 - 199) + chr(111) + chr(0b110111) + chr(53), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1897 - 1849) + chr(0b1101111) + chr(0b110101) + chr(682 - 634), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe6'), '\144' + '\145' + '\143' + chr(0b1101111) + chr(4748 - 4648) + chr(0b1100101))('\165' + chr(0b10001 + 0o143) + '\x66' + chr(0b101101) + chr(0b11010 + 0o36)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AgKw6BSz0nHy(oVre8I6UXc3b) -> None:
ayCBCzB2Ajsy = xkxBmo49x2An((OeWW0F1dBPRQ.data.aJhItC_Vawlw() for OeWW0F1dBPRQ in oVre8I6UXc3b.gradients)) / c2A0yzQpDQB3(oVre8I6UXc3b.gradients)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xad\x9c`\xd6\x15\xdfY\xf0\xa17\x82\xf2\x8b\\S\x0c\\K\x1a'), '\144' + chr(984 - 883) + chr(0b11010 + 0o111) + chr(10614 - 10503) + chr(0b1100100) + '\x65')(chr(3269 - 3152) + chr(571 - 455) + '\146' + '\055' + chr(2286 - 2230)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\xba\x9f[\xee\x00\xcc\\\xfd\xad<\x98'), chr(0b1100100) + '\x65' + chr(99) + chr(5909 - 5798) + chr(3456 - 3356) + chr(101))('\165' + chr(116) + chr(5458 - 5356) + chr(0b101101) + chr(0b111000)), scalar_value=ayCBCzB2Ajsy)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_median_gradient
|
def _write_median_gradient(self)->None:
"Writes the median of the gradients to Tensorboard."
median_gradient = statistics.median(x.data.median() for x in self.gradients)
self._add_gradient_scalar('median_gradient', scalar_value=median_gradient)
|
python
|
def _write_median_gradient(self)->None:
"Writes the median of the gradients to Tensorboard."
median_gradient = statistics.median(x.data.median() for x in self.gradients)
self._add_gradient_scalar('median_gradient', scalar_value=median_gradient)
|
[
"def",
"_write_median_gradient",
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")",
"->",
"None",
":",
"median_gradient",
"=",
"statistics",
".",
"median",
"(",
"x",
".",
"data",
".",
"median",
"(",
")",
"for",
"x",
"in",
"self",
".",
"gradients",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'median_gradient'",
",",
"scalar_value",
"=",
"median_gradient",
")"
] |
Writes the median of the gradients to Tensorboard.
|
[
"Writes",
"the",
"median",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L330-L333
|
train
|
Writes the median of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(9630 - 9519) + chr(51) + '\060' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(1975 - 1924) + '\x34' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(1482 - 1433) + chr(0b101110 + 0o10), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(1204 - 1153) + chr(669 - 620), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9550 - 9439) + '\063' + chr(0b110001) + chr(2266 - 2214), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101) + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\064' + chr(54), 0o10), ehT0Px3KOsy9(chr(2095 - 2047) + '\157' + chr(50) + '\062' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\066' + '\x30', 39044 - 39036), ehT0Px3KOsy9(chr(112 - 64) + chr(0b111000 + 0o67) + '\x31' + chr(0b110011) + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110110) + chr(2353 - 2302), 0b1000), ehT0Px3KOsy9(chr(136 - 88) + chr(111) + chr(0b10111 + 0o32) + chr(0b110011) + chr(0b10010 + 0o45), 8), ehT0Px3KOsy9(chr(1546 - 1498) + chr(111) + chr(0b110001) + chr(0b110000) + chr(0b11110 + 0o26), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(52) + '\061', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + '\x37' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(6672 - 6561) + chr(0b11010 + 0o31) + chr(773 - 721) + '\060', 8), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + '\062' + chr(50) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\x33' + chr(175 - 124) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110 + 0o55) + chr(51) + chr(51), 52580 - 52572), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(1172 - 1122) + chr(0b1100 + 0o50) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111011 + 0o64) + '\x32' + chr(0b110001) + '\x34', 17413 - 17405), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + '\062' + '\062' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b10001 + 0o46) + '\x37', 55856 - 55848), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(1788 - 1738) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(50) + chr(856 - 804), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(54) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(53) + chr(0b10100 + 0o42), 0b1000), ehT0Px3KOsy9('\060' + chr(7677 - 7566) + '\x33' + chr(0b110010) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + '\066' + chr(1565 - 1515), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(0b10110 + 0o36) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(187 - 139) + chr(0b101100 + 0o103) + chr(1376 - 1325) + '\064' + '\067', 0o10), ehT0Px3KOsy9(chr(1127 - 1079) + chr(111) + '\x32' + chr(304 - 253) + chr(1038 - 990), 61709 - 61701), ehT0Px3KOsy9('\x30' + '\157' + chr(876 - 825) + chr(55) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(5974 - 5863) + chr(49) + chr(0b110101) + chr(0b110110), 8), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(0b110100) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1713 - 1662) + chr(0b110010) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(49) + '\x31' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100011 + 0o23) + '\x31', 11885 - 11877), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + '\x37', 16805 - 16797)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x35' + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xef'), chr(5937 - 5837) + '\x65' + '\143' + '\x6f' + chr(2434 - 2334) + '\145')(chr(0b1000010 + 0o63) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YSlneKMumehe(oVre8I6UXc3b) -> None:
bprSvBC8ylHY = YUsWrtZTFZy3.Nal5CI8YLVjj((OeWW0F1dBPRQ.data.Nal5CI8YLVjj() for OeWW0F1dBPRQ in oVre8I6UXc3b.gradients))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e\x81*\xbd\x93K\xd4\xf7\xd46\x1610~\x0c\x83\xf7\xb6\xba\xd5'), '\144' + '\x65' + chr(3843 - 3744) + '\x6f' + '\x64' + '\x65')(chr(117) + chr(0b111100 + 0o70) + '\x66' + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xac\x85*\xb0\xadB\xf9\xf1\xc2>\x176!O\x0b'), chr(5279 - 5179) + chr(101) + chr(99) + '\157' + chr(0b10001 + 0o123) + chr(101))(chr(0b1110101) + chr(0b1011110 + 0o26) + chr(0b11110 + 0o110) + chr(1064 - 1019) + chr(0b1101 + 0o53)), scalar_value=bprSvBC8ylHY)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_max_gradient
|
def _write_max_gradient(self)->None:
"Writes the maximum of the gradients to Tensorboard."
max_gradient = max(x.data.max() for x in self.gradients)
self._add_gradient_scalar('max_gradient', scalar_value=max_gradient)
|
python
|
def _write_max_gradient(self)->None:
"Writes the maximum of the gradients to Tensorboard."
max_gradient = max(x.data.max() for x in self.gradients)
self._add_gradient_scalar('max_gradient', scalar_value=max_gradient)
|
[
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"(",
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"->",
"None",
":",
"max_gradient",
"=",
"max",
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"data",
".",
"max",
"(",
")",
"for",
"x",
"in",
"self",
".",
"gradients",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'max_gradient'",
",",
"scalar_value",
"=",
"max_gradient",
")"
] |
Writes the maximum of the gradients to Tensorboard.
|
[
"Writes",
"the",
"maximum",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L335-L338
|
train
|
Writes the maximum of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(1543 - 1495) + '\157' + chr(0b10100 + 0o35) + chr(0b100001 + 0o22), 32436 - 32428), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b1 + 0o61) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(0b10111 + 0o33) + '\x37' + chr(0b110010 + 0o0), 17879 - 17871), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x37' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(53) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3747 - 3636) + '\x32' + '\061' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(55) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110110) + '\065', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1110 + 0o141) + '\x31' + chr(0b11111 + 0o26) + '\060', 59472 - 59464), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1998 - 1948) + chr(0b101000 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + '\061' + '\x32' + chr(1072 - 1022), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x31' + chr(0b110 + 0o61) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(6678 - 6567) + chr(0b100011 + 0o23) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(421 - 310) + chr(2845 - 2790), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1110 + 0o141) + '\061' + chr(0b101110 + 0o2) + '\x37', 4469 - 4461), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101101 + 0o5) + '\x35' + chr(2340 - 2288), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b110011) + chr(48), 31092 - 31084), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + '\061' + '\061' + chr(0b110000), 16828 - 16820), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1101 + 0o44) + '\065' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(4743 - 4632) + '\x35' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x32' + chr(2509 - 2458), 8), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(49) + '\060', 0b1000), ehT0Px3KOsy9(chr(1793 - 1745) + '\x6f' + chr(0b100000 + 0o22) + chr(51) + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2406 - 2356) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(1140 - 1092) + chr(1267 - 1156) + chr(0b1111 + 0o44) + chr(0b11101 + 0o26) + '\063', 57235 - 57227), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(1849 - 1796), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(51) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + chr(0b110010) + chr(1995 - 1942) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x31' + '\x32', 0b1000), ehT0Px3KOsy9('\x30' + chr(7682 - 7571) + chr(49) + chr(0b11101 + 0o31) + chr(49), 23412 - 23404), ehT0Px3KOsy9(chr(1147 - 1099) + '\157' + chr(0b110011) + chr(49) + chr(72 - 17), ord("\x08")), ehT0Px3KOsy9(chr(1019 - 971) + '\x6f' + '\062' + chr(0b1011 + 0o52) + chr(0b10111 + 0o36), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1294 - 1241) + chr(2636 - 2582), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(0b110001) + chr(1124 - 1075) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b1011 + 0o46) + chr(0b110001) + chr(0b110010 + 0o5), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110101) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10100 + 0o133) + chr(50) + chr(0b110111) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(55) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7337 - 7226) + chr(49) + chr(49) + '\063', 25606 - 25598), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(521 - 468) + chr(55), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + '\x35' + '\060', 24602 - 24594)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'%'), chr(0b1100100) + chr(3350 - 3249) + chr(0b1100011) + chr(3347 - 3236) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\x74' + '\x66' + '\055' + chr(0b10011 + 0o45)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def X_2r_DsBeyLf(oVre8I6UXc3b) -> None:
zigJuzyTtrOD = tsdjvlgh9gDP((OeWW0F1dBPRQ.data.tsdjvlgh9gDP() for OeWW0F1dBPRQ in oVre8I6UXc3b.gradients))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'T\xb0\xdeZ\xf4\xee\x88T\x0c:7\x14GX4\xcf\xf9$\x0e['), '\144' + chr(0b1100101) + chr(0b101101 + 0o66) + chr(111) + '\144' + chr(8656 - 8555))(chr(11934 - 11817) + '\x74' + '\146' + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'f\xb0\xc2a\xcc\xfb\x9bQ\x016<\x0e'), '\144' + chr(6150 - 6049) + '\x63' + chr(1818 - 1707) + '\144' + chr(3946 - 3845))(chr(0b1110101) + chr(0b1000101 + 0o57) + chr(0b1100110) + chr(0b100010 + 0o13) + '\x38'), scalar_value=zigJuzyTtrOD)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest._write_min_gradient
|
def _write_min_gradient(self)->None:
"Writes the minimum of the gradients to Tensorboard."
min_gradient = min(x.data.min() for x in self.gradients)
self._add_gradient_scalar('min_gradient', scalar_value=min_gradient)
|
python
|
def _write_min_gradient(self)->None:
"Writes the minimum of the gradients to Tensorboard."
min_gradient = min(x.data.min() for x in self.gradients)
self._add_gradient_scalar('min_gradient', scalar_value=min_gradient)
|
[
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":",
"min_gradient",
"=",
"min",
"(",
"x",
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"data",
".",
"min",
"(",
")",
"for",
"x",
"in",
"self",
".",
"gradients",
")",
"self",
".",
"_add_gradient_scalar",
"(",
"'min_gradient'",
",",
"scalar_value",
"=",
"min_gradient",
")"
] |
Writes the minimum of the gradients to Tensorboard.
|
[
"Writes",
"the",
"minimum",
"of",
"the",
"gradients",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L340-L343
|
train
|
Writes the minimum of the gradients to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x35' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101111 + 0o4) + chr(0b100010 + 0o23) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\063' + chr(0b1 + 0o66), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + '\x32' + chr(0b101110 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101110 + 0o3) + chr(51) + '\065', 15669 - 15661), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000 + 0o2) + chr(0b11001 + 0o33) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + '\x31' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110010) + chr(624 - 569) + chr(0b110001 + 0o4), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1000110 + 0o51) + '\062' + chr(0b101000 + 0o17) + chr(1657 - 1606), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + '\063' + chr(48) + chr(275 - 223), 21164 - 21156), ehT0Px3KOsy9(chr(0b110000) + chr(11691 - 11580) + '\x32' + chr(0b101001 + 0o13) + '\x32', 17345 - 17337), ehT0Px3KOsy9(chr(0b110000) + chr(571 - 460) + chr(223 - 174) + chr(52) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b110001) + chr(559 - 509) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101011 + 0o104) + chr(0b110101) + '\063', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + '\061' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1226 - 1115) + chr(0b110010) + chr(55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\x6f' + '\x33' + chr(0b100110 + 0o14) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(0b110 + 0o60), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(50) + chr(0b11100 + 0o33), 35374 - 35366), ehT0Px3KOsy9(chr(97 - 49) + chr(111) + chr(0b110111) + chr(0b110001), 51434 - 51426), ehT0Px3KOsy9(chr(48) + chr(0b111100 + 0o63) + '\x33' + chr(0b110001) + chr(1381 - 1327), 8), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b110001 + 0o0) + '\x37' + chr(904 - 851), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(55) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(472 - 421) + chr(61 - 13), 0b1000), ehT0Px3KOsy9(chr(2048 - 2000) + '\x6f' + chr(1783 - 1734) + chr(130 - 75) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(77 - 29) + chr(0b1101111) + chr(51) + chr(0b110011) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1665 - 1615) + chr(0b100000 + 0o24), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(52) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101 + 0o152) + chr(52) + chr(0b110011), 11350 - 11342), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + chr(0b110010) + chr(0b110 + 0o53) + chr(93 - 42), 31637 - 31629), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(1639 - 1586) + chr(0b100000 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2053 - 1942) + '\063' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(178 - 130) + chr(0b1101111) + chr(1989 - 1939) + '\x33' + chr(0b100001 + 0o24), 11835 - 11827), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + chr(51) + chr(2581 - 2526) + chr(0b100010 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1822 - 1772) + '\064' + chr(53), 44281 - 44273), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(111) + '\061' + chr(53) + '\060', 18352 - 18344), ehT0Px3KOsy9('\060' + chr(111) + chr(2292 - 2243) + '\x36', 8), ehT0Px3KOsy9(chr(48) + chr(7953 - 7842) + chr(0b100010 + 0o17) + chr(899 - 844) + chr(858 - 807), 30050 - 30042), ehT0Px3KOsy9(chr(873 - 825) + chr(0b1101111) + '\x31' + chr(0b110110) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(717 - 669) + '\157' + chr(49) + chr(0b100011 + 0o22) + chr(50), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\065' + '\x30', 44096 - 44088)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x86'), chr(0b1100100) + chr(0b1100010 + 0o3) + '\x63' + chr(0b0 + 0o157) + '\x64' + chr(101))(chr(0b1010 + 0o153) + chr(0b101011 + 0o111) + chr(102) + '\x2d' + chr(2702 - 2646)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zjDgA9cmZeyB(oVre8I6UXc3b) -> None:
_8YzhIsLgx5h = Dx22bkKPdt5d((OeWW0F1dBPRQ.data.Dx22bkKPdt5d() for OeWW0F1dBPRQ in oVre8I6UXc3b.gradients))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x8e;r\x02\xc7\xfb\xdc\xdf\xad\xc7\n"t\xbd\xdf\xb7b\xb6K'), chr(100) + chr(0b1001110 + 0o27) + chr(99) + chr(0b1011011 + 0o24) + '\144' + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(0b1100110) + '\x2d' + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x861I:\xd2\xe8\xd9\xd2\xa1\xcc\x10'), chr(0b101 + 0o137) + chr(101) + '\143' + chr(0b110 + 0o151) + '\x64' + chr(9013 - 8912))('\x75' + '\164' + '\x66' + chr(1604 - 1559) + chr(0b111000)), scalar_value=_8YzhIsLgx5h)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ModelStatsTBRequest.write
|
def write(self)->None:
"Writes model gradient statistics to Tensorboard."
if len(self.gradients) == 0: return
norms = [x.data.norm() for x in self.gradients]
self._write_avg_norm(norms=norms)
self._write_median_norm(norms=norms)
self._write_max_norm(norms=norms)
self._write_min_norm(norms=norms)
self._write_num_zeros()
self._write_avg_gradient()
self._write_median_gradient()
self._write_max_gradient()
self._write_min_gradient()
|
python
|
def write(self)->None:
"Writes model gradient statistics to Tensorboard."
if len(self.gradients) == 0: return
norms = [x.data.norm() for x in self.gradients]
self._write_avg_norm(norms=norms)
self._write_median_norm(norms=norms)
self._write_max_norm(norms=norms)
self._write_min_norm(norms=norms)
self._write_num_zeros()
self._write_avg_gradient()
self._write_median_gradient()
self._write_max_gradient()
self._write_min_gradient()
|
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"(",
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"(",
")",
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"(",
")",
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] |
Writes model gradient statistics to Tensorboard.
|
[
"Writes",
"model",
"gradient",
"statistics",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L345-L357
|
train
|
Writes model gradient statistics to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(543 - 495) + '\062', 0o10), ehT0Px3KOsy9(chr(1261 - 1213) + chr(111) + chr(49) + chr(0b110110) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\067' + '\x37', 36558 - 36550), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11010 + 0o27) + chr(1709 - 1659) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(2351 - 2240) + chr(0b110011) + '\062' + '\062', 0b1000), ehT0Px3KOsy9(chr(1582 - 1534) + chr(111) + '\x33' + chr(0b110000) + chr(0b10011 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11124 - 11013) + chr(52) + '\061', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(720 - 667) + chr(0b100000 + 0o22), 0o10), ehT0Px3KOsy9(chr(1548 - 1500) + chr(111) + chr(1967 - 1914) + chr(0b101100 + 0o7), 0b1000), ehT0Px3KOsy9('\060' + chr(2017 - 1906) + chr(0b110011) + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b11010 + 0o30) + '\066' + '\063', 23521 - 23513), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b110100) + '\060', 0b1000), ehT0Px3KOsy9(chr(119 - 71) + '\157' + chr(0b110100) + '\063', 35137 - 35129), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1001101 + 0o42) + chr(51) + chr(0b1111 + 0o42) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(1320 - 1265), 0o10), ehT0Px3KOsy9('\x30' + chr(10821 - 10710) + chr(0b10011 + 0o37) + chr(51) + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100100 + 0o16) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b10011 + 0o36) + chr(48) + chr(0b1001 + 0o50), 0o10), ehT0Px3KOsy9('\060' + chr(0b100100 + 0o113) + '\062' + chr(0b110011) + chr(50), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b10110 + 0o34) + chr(543 - 490) + chr(514 - 462), 4991 - 4983), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x31' + chr(1668 - 1620), 5262 - 5254), ehT0Px3KOsy9(chr(931 - 883) + chr(111) + '\x32' + chr(50) + '\062', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(2077 - 2026) + '\x37' + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + chr(959 - 848) + chr(502 - 453) + chr(0b110110) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(111) + '\063' + chr(77 - 24) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(12051 - 11940) + chr(49) + chr(99 - 49) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(977 - 927) + chr(0b10100 + 0o35) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(184 - 131) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(0b100101 + 0o16) + chr(999 - 944) + chr(243 - 194), ord("\x08")), ehT0Px3KOsy9(chr(2203 - 2155) + chr(11295 - 11184) + chr(0b110001) + chr(48) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b110110) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7911 - 7800) + chr(0b110010) + '\065' + chr(0b10100 + 0o43), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b111 + 0o51) + '\060', 8), ehT0Px3KOsy9(chr(48) + chr(0b100110 + 0o111) + '\x32' + chr(0b1011 + 0o52) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x33' + chr(0b1011 + 0o45) + '\062', 23476 - 23468), ehT0Px3KOsy9(chr(0b110000) + chr(0b10101 + 0o132) + chr(0b11000 + 0o31) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11 + 0o60) + '\x32' + '\063', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + chr(48), 28410 - 28402)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x02'), chr(0b1100100) + chr(101) + chr(139 - 40) + '\x6f' + '\144' + chr(101))('\165' + '\164' + chr(102) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b) -> None:
if c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'K0\x14\xdb?\xb7\xafUY'), chr(239 - 139) + '\145' + chr(0b1011110 + 0o5) + chr(111) + chr(0b1100100) + chr(0b10010 + 0o123))('\x75' + '\x74' + '\146' + chr(45) + chr(0b111000)))) == ehT0Px3KOsy9(chr(48) + chr(0b1101101 + 0o2) + chr(48), 0o10):
return
yH99FYfquAvU = [OeWW0F1dBPRQ.data.norm() for OeWW0F1dBPRQ in oVre8I6UXc3b.gradients]
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9e@\\L\x95\xdd\x8fQ`'), '\144' + '\145' + '\x63' + chr(111) + '\144' + '\145')(chr(0b1010011 + 0o42) + chr(13391 - 13275) + '\146' + '\055' + '\x38'))(norms=yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eLOO\xa3\xd2\x8e|c\xa3}\xf6'), '\x64' + chr(2526 - 2425) + '\x63' + '\157' + chr(6517 - 6417) + chr(0b10111 + 0o116))('\x75' + chr(8729 - 8613) + '\x66' + chr(892 - 847) + '\x38'))(norms=yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eLKS\x95\xdd\x8fQ`'), chr(100) + chr(101) + chr(99) + chr(0b10110 + 0o131) + chr(8095 - 7995) + '\x65')(chr(0b1110101) + chr(116) + chr(0b11110 + 0o110) + chr(0b101101) + '\070'))(norms=yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eLCE\x95\xdd\x8fQ`'), chr(7136 - 7036) + chr(0b1100101) + chr(0b1000000 + 0o43) + '\157' + chr(0b1100100) + chr(0b1001011 + 0o32))('\x75' + chr(0b101110 + 0o106) + chr(0b100000 + 0o106) + chr(99 - 54) + chr(0b100000 + 0o30)))(norms=yH99FYfquAvU)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eO_F\x95\xc9\x85Qb\xbf'), chr(0b1011100 + 0o10) + '\x65' + '\x63' + '\x6f' + chr(0b1100010 + 0o2) + '\x65')('\165' + chr(0b1110100) + chr(0b101 + 0o141) + '\x2d' + chr(1234 - 1178)))()
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9e@\\L\x95\xd4\x92Bi\xa5j\xf5f'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(0b100001 + 0o103) + chr(101))(chr(0b10110 + 0o137) + chr(0b1010001 + 0o43) + chr(102) + chr(0b10010 + 0o33) + '\070'))()
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eLOO\xa3\xd2\x8e|j\xben\xff{$\xf4\xd8'), '\144' + chr(0b1100101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(1919 - 1803) + chr(0b1100110) + chr(0b101101) + '\x38'))()
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eLKS\x95\xd4\x92Bi\xa5j\xf5f'), '\144' + chr(101) + chr(0b1100011) + '\x6f' + '\144' + chr(0b1100101))('\165' + '\x74' + chr(102) + chr(0b10110 + 0o27) + chr(56)))()
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b's5\x07\xd6"\xb7\x9eLCE\x95\xd4\x92Bi\xa5j\xf5f'), chr(100) + chr(1833 - 1732) + chr(0b1001001 + 0o32) + '\x6f' + chr(446 - 346) + chr(7712 - 7611))('\165' + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b11110 + 0o32)))()
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ImageTBRequest._write_images
|
def _write_images(self, name:str, images:[Tensor])->None:
"Writes list of images as tensors to Tensorboard."
tag = self.ds_type.name + ' ' + name
self.tbwriter.add_image(tag=tag, img_tensor=vutils.make_grid(images, normalize=True), global_step=self.iteration)
|
python
|
def _write_images(self, name:str, images:[Tensor])->None:
"Writes list of images as tensors to Tensorboard."
tag = self.ds_type.name + ' ' + name
self.tbwriter.add_image(tag=tag, img_tensor=vutils.make_grid(images, normalize=True), global_step=self.iteration)
|
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] |
Writes list of images as tensors to Tensorboard.
|
[
"Writes",
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L373-L376
|
train
|
Writes list of images as tensors to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110000) + '\x37', 17987 - 17979), ehT0Px3KOsy9(chr(2152 - 2104) + '\x6f' + chr(51) + chr(0b110110) + chr(0b10010 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(50) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2352 - 2302) + '\065' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1111 + 0o44) + chr(2623 - 2570) + chr(54), 0b1000), ehT0Px3KOsy9(chr(678 - 630) + chr(0b1100 + 0o143) + '\062' + chr(52) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(51) + chr(0b110011) + chr(318 - 263), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(2228 - 2179) + chr(0b1 + 0o61), 64319 - 64311), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b101111 + 0o4) + chr(1365 - 1313), 58778 - 58770), ehT0Px3KOsy9(chr(963 - 915) + chr(2325 - 2214) + chr(0b1101 + 0o44) + '\x32' + chr(1873 - 1825), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\060' + chr(2087 - 2034), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b101100 + 0o6) + chr(0b100010 + 0o17) + chr(0b110010), 8), ehT0Px3KOsy9(chr(1733 - 1685) + '\157' + chr(0b101001 + 0o11) + '\x37' + '\x33', 20335 - 20327), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\067' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(493 - 445) + '\x6f' + '\x31' + chr(2254 - 2204) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b0 + 0o157) + '\063' + chr(0b11111 + 0o26) + chr(48), 0b1000), ehT0Px3KOsy9(chr(1375 - 1327) + chr(8891 - 8780) + chr(1992 - 1942) + chr(0b110111) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + chr(1779 - 1730) + '\066' + chr(2692 - 2638), ord("\x08")), ehT0Px3KOsy9(chr(121 - 73) + chr(0b1101111) + '\062' + chr(55) + chr(51), 8), ehT0Px3KOsy9('\060' + chr(2255 - 2144) + chr(1761 - 1710) + chr(0b11 + 0o61) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + chr(2418 - 2307) + chr(50) + chr(0b110101) + chr(0b100 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b101101 + 0o10), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b10001 + 0o37) + chr(0b11101 + 0o31), 31760 - 31752), ehT0Px3KOsy9('\x30' + chr(2604 - 2493) + chr(0b1001 + 0o52) + chr(0b110010 + 0o0) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1039 - 988) + chr(0b110000) + chr(2809 - 2756), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(53) + chr(2755 - 2701), ord("\x08")), ehT0Px3KOsy9(chr(1373 - 1325) + '\157' + chr(0b110001) + chr(53) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5620 - 5509) + chr(51) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110 + 0o57) + '\x34', 14242 - 14234), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + chr(0b110010) + chr(742 - 694) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + chr(0b11110 + 0o31) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10010 + 0o40) + '\x37' + '\x36', 63717 - 63709), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1031 - 981) + chr(0b10110 + 0o35) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(5437 - 5326) + '\063' + chr(0b110000) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(125 - 75) + chr(0b1000 + 0o55) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110110) + chr(49), 63307 - 63299), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + '\x37', 31900 - 31892), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(51) + '\x34', 8), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + chr(0b110010) + '\063' + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110000 + 0o1) + chr(0b110011 + 0o0) + chr(1501 - 1452), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b110101) + chr(0b11001 + 0o27), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe9'), chr(5946 - 5846) + '\x65' + chr(99) + '\x6f' + '\x64' + chr(0b1010 + 0o133))(chr(117) + '\164' + chr(102) + chr(0b1100 + 0o41) + chr(103 - 47)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def xOvoCYH4ZZQN(oVre8I6UXc3b, AIvJRzLdDfgF, YJOmEcibG8C0) -> None:
CPdEsc5O1sf7 = oVre8I6UXc3b.ds_type.AIvJRzLdDfgF + xafqLlk3kkUe(SXOLrMavuUCe(b'\xe7'), '\144' + '\145' + chr(0b1100011) + chr(0b100001 + 0o116) + chr(100) + chr(0b1001 + 0o134))('\165' + chr(6900 - 6784) + chr(0b1100110) + chr(1093 - 1048) + chr(0b101111 + 0o11)) + AIvJRzLdDfgF
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa6\x90r\xf4\x87\xcb\xbe\xed9'), '\144' + chr(1409 - 1308) + chr(99) + chr(0b1101111) + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b0 + 0o55) + chr(343 - 287)))(tag=CPdEsc5O1sf7, img_tensor=xafqLlk3kkUe(UPZ0CGlTVFR2, xafqLlk3kkUe(SXOLrMavuUCe(b'\xaa\x95}\xce\xb1\xc1\xad\xe38'), chr(1015 - 915) + chr(5690 - 5589) + chr(7412 - 7313) + chr(0b0 + 0o157) + '\x64' + chr(9255 - 9154))(chr(0b111001 + 0o74) + '\164' + chr(102) + chr(45) + '\070'))(YJOmEcibG8C0, normalize=ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + '\061', 24109 - 24101)), global_step=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xae\x80s\xd9\x8f\xd2\xb6\xe52'), '\x64' + chr(101) + chr(2296 - 2197) + chr(111) + chr(0b1000011 + 0o41) + chr(1711 - 1610))('\x75' + chr(116) + chr(102) + chr(680 - 635) + chr(56))))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ImageTBRequest._get_image_tensors
|
def _get_image_tensors(self)->([Tensor], [Tensor], [Tensor]):
"Gets list of image tensors from lists of Image objects, as a tuple of original, generated and real(target) images."
orig_images, gen_images, real_images = [], [], []
for image_set in self.image_sets:
orig_images.append(image_set.orig.px)
gen_images.append(image_set.gen.px)
real_images.append(image_set.real.px)
return orig_images, gen_images, real_images
|
python
|
def _get_image_tensors(self)->([Tensor], [Tensor], [Tensor]):
"Gets list of image tensors from lists of Image objects, as a tuple of original, generated and real(target) images."
orig_images, gen_images, real_images = [], [], []
for image_set in self.image_sets:
orig_images.append(image_set.orig.px)
gen_images.append(image_set.gen.px)
real_images.append(image_set.real.px)
return orig_images, gen_images, real_images
|
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] |
Gets list of image tensors from lists of Image objects, as a tuple of original, generated and real(target) images.
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L378-L385
|
train
|
Gets list of image tensors from lists of Image objects as a tuple of original generated and real ( target ) images.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\061' + '\x32', 37871 - 37863), ehT0Px3KOsy9('\x30' + chr(2987 - 2876) + '\x33' + chr(0b110000) + '\062', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8512 - 8401) + '\063' + chr(55) + chr(0b101000 + 0o14), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101101 + 0o4) + chr(0b110101 + 0o1), 54166 - 54158), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(49) + '\065' + '\x36', 7408 - 7400), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\066' + chr(54), 0o10), ehT0Px3KOsy9('\x30' + chr(10769 - 10658) + '\x32' + chr(0b110011) + '\067', 0b1000), ehT0Px3KOsy9(chr(1823 - 1775) + chr(0b1101111) + chr(1228 - 1177) + chr(0b110000) + chr(0b110000), 30216 - 30208), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(49) + chr(0b110110) + chr(0b100101 + 0o20), 7828 - 7820), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b10 + 0o64), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1011 + 0o46) + chr(215 - 161) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(1130 - 1082) + chr(111) + chr(0b10000 + 0o43) + chr(0b110011) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1001001 + 0o46) + chr(0b101001 + 0o12) + chr(0b10111 + 0o35) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(989 - 941) + chr(1251 - 1140) + chr(0b110011) + chr(49) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101 + 0o54) + chr(1922 - 1872) + chr(2746 - 2693), 0o10), ehT0Px3KOsy9(chr(675 - 627) + chr(0b1101111) + chr(1458 - 1407) + chr(51) + chr(1934 - 1885), 8), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(49) + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\062' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(0b10000 + 0o40) + '\061', 1774 - 1766), ehT0Px3KOsy9('\x30' + chr(11911 - 11800) + chr(50) + chr(1259 - 1205) + chr(1709 - 1654), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b111 + 0o53) + chr(50) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1740 - 1689) + chr(0b110100) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x35' + chr(0b101 + 0o55), 0o10), ehT0Px3KOsy9('\x30' + chr(1096 - 985) + chr(1651 - 1602) + '\x32' + chr(0b110000 + 0o3), 0o10), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(0b100000 + 0o27) + '\x35', 45497 - 45489), ehT0Px3KOsy9(chr(1847 - 1799) + '\157' + chr(49) + chr(0b11 + 0o56) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + '\x32' + chr(503 - 453) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1460 - 1412) + '\157' + chr(49) + chr(0b10101 + 0o37) + chr(2554 - 2503), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + '\062' + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(0b110 + 0o151) + '\x35' + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\062' + chr(53), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4733 - 4622) + chr(0b11110 + 0o23) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\066' + chr(0b10111 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x36' + chr(0b110000), 0o10), ehT0Px3KOsy9('\x30' + chr(393 - 282) + chr(0b101100 + 0o7) + chr(0b110010) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(55) + chr(733 - 678), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1353 - 1242) + chr(1528 - 1475) + chr(422 - 372), 38006 - 37998), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\060' + '\061', 8), ehT0Px3KOsy9('\060' + chr(1708 - 1597) + chr(0b110011) + '\061' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100 + 0o55) + chr(0b110101), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(0b110101) + chr(0b100 + 0o54), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'$'), '\144' + chr(0b1001 + 0o134) + chr(99) + '\x6f' + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + chr(9612 - 9510) + chr(0b101101) + chr(0b110101 + 0o3)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def j7NI0pvehBvV(oVre8I6UXc3b) -> ([gRjZVRK2322q], [gRjZVRK2322q], [gRjZVRK2322q]):
(_hOzxTb2Y4Lz, e6HC0TgzP2YQ, vpb4FQnGMiwn) = ([], [], [])
for M5mZZ0d_s9le in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'c\xaf\x9di\x0b\xe9\xec\xa5\x01m'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b10011 + 0o134) + chr(0b1100100) + '\x65')(chr(0b1101110 + 0o7) + chr(0b1110100) + '\146' + chr(213 - 168) + chr(0b10101 + 0o43))):
xafqLlk3kkUe(_hOzxTb2Y4Lz, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xb2\x8ck\x00\xd2'), chr(100) + chr(0b1100101) + chr(0b1010010 + 0o21) + chr(111) + chr(100) + chr(101))(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(0b111000 + 0o0)))(xafqLlk3kkUe(M5mZZ0d_s9le.orig, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xba'), '\144' + chr(0b1100101) + chr(931 - 832) + chr(7944 - 7833) + '\144' + chr(0b11111 + 0o106))(chr(5439 - 5322) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b101000 + 0o20))))
xafqLlk3kkUe(e6HC0TgzP2YQ, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xb2\x8ck\x00\xd2'), chr(100) + chr(0b1100101) + '\x63' + '\x6f' + chr(100) + chr(0b1011 + 0o132))(chr(117) + '\x74' + '\x66' + chr(0b1011 + 0o42) + chr(0b110000 + 0o10)))(xafqLlk3kkUe(M5mZZ0d_s9le.gen, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xba'), chr(0b10011 + 0o121) + chr(101) + chr(0b11010 + 0o111) + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(0b1110100) + chr(102) + '\055' + chr(0b11 + 0o65))))
xafqLlk3kkUe(vpb4FQnGMiwn, xafqLlk3kkUe(SXOLrMavuUCe(b'k\xb2\x8ck\x00\xd2'), chr(100) + chr(101) + '\x63' + chr(0b1001100 + 0o43) + chr(0b1000110 + 0o36) + '\x65')(chr(4351 - 4234) + chr(2178 - 2062) + chr(0b1011010 + 0o14) + '\x2d' + '\x38'))(xafqLlk3kkUe(M5mZZ0d_s9le.real, xafqLlk3kkUe(SXOLrMavuUCe(b'z\xba'), '\x64' + chr(0b110000 + 0o65) + '\x63' + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(0b1100111 + 0o15) + '\146' + chr(45) + chr(3032 - 2976))))
return (_hOzxTb2Y4Lz, e6HC0TgzP2YQ, vpb4FQnGMiwn)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ImageTBRequest.write
|
def write(self)->None:
"Writes original, generated and real(target) images to Tensorboard."
orig_images, gen_images, real_images = self._get_image_tensors()
self._write_images(name='orig images', images=orig_images)
self._write_images(name='gen images', images=gen_images)
self._write_images(name='real images', images=real_images)
|
python
|
def write(self)->None:
"Writes original, generated and real(target) images to Tensorboard."
orig_images, gen_images, real_images = self._get_image_tensors()
self._write_images(name='orig images', images=orig_images)
self._write_images(name='gen images', images=gen_images)
self._write_images(name='real images', images=real_images)
|
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Writes original, generated and real(target) images to Tensorboard.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L387-L392
|
train
|
Writes original generated and real ( target ) images to Tensorboard.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(10904 - 10793) + '\x33' + '\067' + chr(48), 23499 - 23491), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11001 + 0o30) + chr(0b110100 + 0o1) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11111 + 0o120) + chr(49) + '\061' + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10543 - 10432) + chr(0b110011) + chr(48) + '\061', 0b1000), ehT0Px3KOsy9(chr(489 - 441) + '\x6f' + '\061' + '\x37' + chr(1166 - 1117), 11311 - 11303), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110000) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b1010 + 0o47) + chr(651 - 597), 0b1000), ehT0Px3KOsy9(chr(438 - 390) + '\x6f' + chr(2618 - 2563) + '\062', 15942 - 15934), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + '\x33' + '\x34' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1110 + 0o141) + chr(0b110000 + 0o6) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(11563 - 11452) + '\x37' + '\065', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b110010) + chr(0b1101 + 0o45) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + '\060' + chr(0b110001), 25412 - 25404), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\x35' + chr(740 - 691), 0o10), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(2019 - 1968) + chr(0b110010) + chr(2116 - 2065), 27241 - 27233), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(0b110010) + chr(54), 0b1000), ehT0Px3KOsy9(chr(574 - 526) + '\157' + chr(427 - 375) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11110 + 0o24) + chr(0b11110 + 0o27) + chr(0b110011), 44147 - 44139), ehT0Px3KOsy9('\060' + '\x6f' + chr(600 - 551) + chr(0b110000), 8228 - 8220), ehT0Px3KOsy9('\060' + '\157' + chr(392 - 337) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + '\065', 33595 - 33587), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2900 - 2846) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(0b11100 + 0o25) + chr(862 - 808), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10287 - 10176) + '\x33' + '\x32' + '\x33', 8), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + chr(686 - 636) + chr(549 - 494) + chr(0b0 + 0o61), 48175 - 48167), ehT0Px3KOsy9(chr(0b110000) + chr(7043 - 6932) + chr(0b110 + 0o54) + chr(53), 52688 - 52680), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + chr(49) + chr(50) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100001 + 0o21) + '\061' + chr(52), 0b1000), ehT0Px3KOsy9(chr(895 - 847) + chr(0b1101111) + '\x32' + chr(0b10 + 0o60), 56453 - 56445), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(0b110101) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11111 + 0o24) + chr(0b1110 + 0o44) + chr(0b110110), 54274 - 54266), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(1468 - 1415), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1010100 + 0o33) + '\061' + chr(51) + chr(0b100010 + 0o21), 0o10), ehT0Px3KOsy9(chr(1915 - 1867) + '\x6f' + chr(51) + '\066', 0o10), ehT0Px3KOsy9('\x30' + chr(2166 - 2055) + '\061' + '\063', 0o10), ehT0Px3KOsy9(chr(1475 - 1427) + chr(1020 - 909) + chr(49) + '\066' + chr(590 - 542), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(841 - 790) + chr(0b10011 + 0o44) + '\x31', 7684 - 7676), ehT0Px3KOsy9(chr(0b110000) + chr(5119 - 5008) + chr(0b1 + 0o60), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(3918 - 3807) + chr(49) + chr(0b110 + 0o56) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b11010 + 0o33) + chr(52), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(396 - 348) + chr(0b1101111) + chr(0b110101) + chr(596 - 548), 48127 - 48119)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd6'), chr(100) + chr(0b1110 + 0o127) + chr(3619 - 3520) + '\157' + chr(0b101100 + 0o70) + chr(0b1100101))('\x75' + chr(0b10100 + 0o140) + chr(102) + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b) -> None:
(_hOzxTb2Y4Lz, e6HC0TgzP2YQ, vpb4FQnGMiwn) = oVre8I6UXc3b._get_image_tensors()
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\x1e9\xa8\r\xe3\xd1S\x8aPZ\xf2\xf2'), '\144' + chr(101) + '\143' + '\157' + chr(0b1010110 + 0o16) + chr(0b1100101))(chr(117) + chr(9901 - 9785) + '\146' + chr(0b101100 + 0o1) + chr(0b101111 + 0o11)))(name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\x1b"\xa6Y\xef\xe3[\x80TN'), chr(8561 - 8461) + chr(0b1100101) + chr(0b1100011) + chr(0b111100 + 0o63) + chr(100) + '\145')(chr(0b101001 + 0o114) + '\164' + '\146' + chr(45) + chr(56)), images=_hOzxTb2Y4Lz)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\x1e9\xa8\r\xe3\xd1S\x8aPZ\xf2\xf2'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\144' + '\145')(chr(117) + '\x74' + '\x66' + chr(0b100010 + 0o13) + '\x38'))(name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\x0c%\xe1\x10\xeb\xef]\x82B'), chr(100) + chr(0b1100101) + chr(0b1100011) + '\157' + '\x64' + chr(101))('\165' + '\164' + chr(0b1100110) + chr(0b110 + 0o47) + chr(2018 - 1962)), images=e6HC0TgzP2YQ)
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa7\x1e9\xa8\r\xe3\xd1S\x8aPZ\xf2\xf2'), chr(100) + chr(101) + chr(99) + '\157' + chr(0b1100100) + '\x65')(chr(0b1110101) + '\164' + chr(3413 - 3311) + '\x2d' + chr(1203 - 1147)))(name=xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\x0c*\xadY\xef\xe3[\x80TN'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\x64' + '\145')('\165' + chr(0b1110011 + 0o1) + chr(0b110111 + 0o57) + '\x2d' + chr(0b111000)), images=vpb4FQnGMiwn)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ImageTBWriter.write
|
def write(self, learn:Learner, trn_batch:Tuple, val_batch:Tuple, iteration:int, tbwriter:SummaryWriter)->None:
"Writes training and validation batch images to Tensorboard."
self._write_for_dstype(learn=learn, batch=val_batch, iteration=iteration, tbwriter=tbwriter, ds_type=DatasetType.Valid)
self._write_for_dstype(learn=learn, batch=trn_batch, iteration=iteration, tbwriter=tbwriter, ds_type=DatasetType.Train)
|
python
|
def write(self, learn:Learner, trn_batch:Tuple, val_batch:Tuple, iteration:int, tbwriter:SummaryWriter)->None:
"Writes training and validation batch images to Tensorboard."
self._write_for_dstype(learn=learn, batch=val_batch, iteration=iteration, tbwriter=tbwriter, ds_type=DatasetType.Valid)
self._write_for_dstype(learn=learn, batch=trn_batch, iteration=iteration, tbwriter=tbwriter, ds_type=DatasetType.Train)
|
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Writes training and validation batch images to Tensorboard.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L399-L402
|
train
|
Writes training and validation batch images to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x37' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1554 - 1506) + '\157' + '\063' + '\061' + chr(0b110011), 59756 - 59748), ehT0Px3KOsy9(chr(1143 - 1095) + chr(111) + chr(0b110101) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(1575 - 1464) + '\062' + '\062' + chr(292 - 244), 17761 - 17753), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(2097 - 2048) + chr(0b10 + 0o57) + chr(174 - 121), ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101001 + 0o6) + chr(49) + chr(0b11000 + 0o36) + '\060', 0o10), ehT0Px3KOsy9(chr(1646 - 1598) + chr(111) + '\067' + chr(0b100010 + 0o24), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(0b110001) + chr(0b101110 + 0o2) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b101110 + 0o5) + chr(0b110011) + chr(1636 - 1585), 61455 - 61447), ehT0Px3KOsy9(chr(2125 - 2077) + chr(111) + chr(50) + '\060', 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + '\x32' + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\x35' + chr(0b10000 + 0o42), 301 - 293), ehT0Px3KOsy9(chr(0b110000) + chr(4759 - 4648) + chr(0b0 + 0o63) + '\x37' + chr(0b110 + 0o57), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\065' + chr(0b110100), 19287 - 19279), ehT0Px3KOsy9(chr(48) + chr(3456 - 3345) + '\061' + chr(1730 - 1676), 59400 - 59392), ehT0Px3KOsy9(chr(48) + chr(2131 - 2020) + chr(51) + chr(675 - 620) + chr(53), 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + '\x33' + '\x31' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(1097 - 1047) + chr(50) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101000 + 0o7) + '\063' + '\x36' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + chr(0b11001 + 0o33) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b11111 + 0o120) + chr(2001 - 1951) + chr(278 - 227) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(111) + chr(0b110011) + chr(0b10101 + 0o40) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(492 - 444) + chr(7904 - 7793) + '\062' + '\x31' + '\066', 54725 - 54717), ehT0Px3KOsy9(chr(736 - 688) + chr(10361 - 10250) + chr(0b110101) + chr(0b110100), 8), ehT0Px3KOsy9(chr(1841 - 1793) + '\x6f' + chr(0b110010 + 0o1) + chr(0b110111) + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + '\063' + chr(0b110111) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + chr(6375 - 6264) + '\062' + chr(0b10111 + 0o31), 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + '\x35' + chr(0b1011 + 0o50), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(52) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(2098 - 2043) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + '\x34' + chr(53), 615 - 607), ehT0Px3KOsy9('\x30' + chr(0b100101 + 0o112) + '\x31' + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(0b110001) + chr(54) + chr(0b110110), 59159 - 59151), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x34' + chr(2510 - 2457), ord("\x08")), ehT0Px3KOsy9(chr(1662 - 1614) + chr(1349 - 1238) + chr(50) + chr(810 - 757) + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2485 - 2431) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b11000 + 0o127) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10101 + 0o132) + chr(0b110010) + chr(834 - 781) + chr(0b110100), 14338 - 14330), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\x30' + chr(479 - 425), 0o10), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(2588 - 2537) + chr(587 - 537), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(2270 - 2159) + '\065' + '\x30', 37981 - 37973)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x12'), chr(0b1100100) + chr(0b1100101) + chr(99) + '\157' + chr(0b1001110 + 0o26) + '\x65')(chr(0b1000100 + 0o61) + chr(116) + '\146' + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b, C6wSU7u_KSZF, ZbQWFSSrB153, YVH5BSG_pyAG, HTak90t_SLN1, Yw8m9l8LhtCR) -> None:
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"c\xbc]\xf99\x15a'\xb4b\xc4N\x8eXw\x8d\xaa"), chr(100) + chr(0b1100101) + '\143' + chr(5338 - 5227) + '\144' + chr(0b1011110 + 0o7))(chr(0b110 + 0o157) + chr(5798 - 5682) + chr(9166 - 9064) + '\055' + chr(805 - 749)))(learn=C6wSU7u_KSZF, batch=YVH5BSG_pyAG, iteration=HTak90t_SLN1, tbwriter=Yw8m9l8LhtCR, ds_type=xafqLlk3kkUe(OuybwfQApNqV, xafqLlk3kkUe(SXOLrMavuUCe(b'j\xaaC\xf9)'), chr(0b1100100) + chr(8349 - 8248) + chr(4374 - 4275) + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + chr(116) + chr(5320 - 5218) + chr(0b101101) + chr(56))))
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"c\xbc]\xf99\x15a'\xb4b\xc4N\x8eXw\x8d\xaa"), chr(0b1001001 + 0o33) + chr(0b110010 + 0o63) + chr(0b1100011) + '\157' + chr(0b1011101 + 0o7) + chr(0b1000001 + 0o44))('\165' + chr(0b111001 + 0o73) + chr(957 - 855) + chr(0b10000 + 0o35) + chr(2699 - 2643)))(learn=C6wSU7u_KSZF, batch=ZbQWFSSrB153, iteration=HTak90t_SLN1, tbwriter=Yw8m9l8LhtCR, ds_type=xafqLlk3kkUe(OuybwfQApNqV, xafqLlk3kkUe(SXOLrMavuUCe(b'h\xb9N\xf9#'), chr(1372 - 1272) + chr(0b1100101) + chr(0b1100011) + '\x6f' + '\144' + chr(101))('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b101101) + '\070')))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
ImageTBWriter._write_for_dstype
|
def _write_for_dstype(self, learn:Learner, batch:Tuple, iteration:int, tbwriter:SummaryWriter, ds_type:DatasetType)->None:
"Writes batch images of specified DatasetType to Tensorboard."
request = ImageTBRequest(learn=learn, batch=batch, iteration=iteration, tbwriter=tbwriter, ds_type=ds_type)
asyncTBWriter.request_write(request)
|
python
|
def _write_for_dstype(self, learn:Learner, batch:Tuple, iteration:int, tbwriter:SummaryWriter, ds_type:DatasetType)->None:
"Writes batch images of specified DatasetType to Tensorboard."
request = ImageTBRequest(learn=learn, batch=batch, iteration=iteration, tbwriter=tbwriter, ds_type=ds_type)
asyncTBWriter.request_write(request)
|
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Writes batch images of specified DatasetType to Tensorboard.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L404-L407
|
train
|
Writes batch images of specified DatasetType to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(2216 - 2168) + '\x6f' + '\x35' + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110110) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(7814 - 7703) + chr(49) + chr(0b100 + 0o57) + chr(1155 - 1106), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\157' + '\x31' + '\064' + chr(0b110 + 0o55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2543 - 2492) + '\x30' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(8593 - 8482) + '\x31' + chr(0b10000 + 0o41) + chr(535 - 481), 0b1000), ehT0Px3KOsy9(chr(1057 - 1009) + '\157' + chr(1586 - 1534) + chr(1298 - 1246), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110000), 62941 - 62933), ehT0Px3KOsy9('\060' + chr(0b111000 + 0o67) + chr(2127 - 2077) + '\x33' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + '\067' + chr(1415 - 1365), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b10101 + 0o132) + '\067' + chr(0b110001), 35862 - 35854), ehT0Px3KOsy9(chr(48) + chr(0b1111 + 0o140) + chr(0b110011) + chr(0b1111 + 0o44) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b101010 + 0o7) + chr(0b1010 + 0o55) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b11011 + 0o31) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(51) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(959 - 911) + '\157' + '\x33' + chr(48) + chr(54), 3480 - 3472), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + '\065', 1362 - 1354), ehT0Px3KOsy9(chr(1756 - 1708) + chr(0b1101111) + chr(999 - 950) + chr(0b11001 + 0o30) + '\x33', 26028 - 26020), ehT0Px3KOsy9(chr(1165 - 1117) + chr(0b110110 + 0o71) + '\066' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x33' + chr(0b110100 + 0o3), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11101 + 0o25) + chr(0b110000) + chr(51), 46342 - 46334), ehT0Px3KOsy9(chr(1204 - 1156) + chr(0b1101111) + chr(0b0 + 0o63) + '\x37' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b10011 + 0o41) + chr(0b11011 + 0o32), 0b1000), ehT0Px3KOsy9(chr(2153 - 2105) + chr(0b1101111) + chr(347 - 297) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\x33' + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(2015 - 1964) + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b11100 + 0o26) + '\061' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x32' + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + chr(0b110110 + 0o0) + chr(54), 16648 - 16640), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100001 + 0o20) + '\063' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\065' + chr(1725 - 1673), 30678 - 30670), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(0b110110) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(0b110010) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(1779 - 1731) + '\x6f' + chr(0b111 + 0o54) + '\x32' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100011 + 0o14) + '\x31' + chr(0b11 + 0o57) + chr(1827 - 1778), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + chr(0b100011 + 0o17) + chr(0b11111 + 0o26) + chr(1939 - 1887), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b100010 + 0o20) + '\x32', 48124 - 48116), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(54) + '\x36', 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110001) + '\067' + chr(2054 - 2003), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101001 + 0o11) + chr(0b11110 + 0o23), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + '\065' + chr(1735 - 1687), 33723 - 33715)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x05'), chr(2283 - 2183) + '\x65' + '\x63' + chr(111) + chr(0b111 + 0o135) + '\x65')(chr(117) + chr(0b1001 + 0o153) + chr(102) + chr(0b11000 + 0o25) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def AC3zV3m5Jl1j(oVre8I6UXc3b, C6wSU7u_KSZF, dNwAahu8tvoY, HTak90t_SLN1, Yw8m9l8LhtCR, LjBBWMAnWNhB) -> None:
r9Xp41HGNpwj = nck113iyUJ5Z(learn=C6wSU7u_KSZF, batch=dNwAahu8tvoY, iteration=HTak90t_SLN1, tbwriter=Yw8m9l8LhtCR, ds_type=LjBBWMAnWNhB)
xafqLlk3kkUe(z5IEhcMNhJ3D, xafqLlk3kkUe(SXOLrMavuUCe(b'YS(\x16\xa4=PO\xea\xc8P\xa9\x1a'), '\144' + chr(0b1100000 + 0o5) + chr(0b11111 + 0o104) + chr(1205 - 1094) + chr(100) + '\x65')(chr(0b1011101 + 0o30) + chr(0b11001 + 0o133) + '\x66' + chr(0b101101) + '\x38'))(r9Xp41HGNpwj)
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GraphTBRequest.write
|
def write(self)->None:
"Writes single model graph to Tensorboard."
self.tbwriter.add_graph(model=self.model, input_to_model=self.input_to_model)
|
python
|
def write(self)->None:
"Writes single model graph to Tensorboard."
self.tbwriter.add_graph(model=self.model, input_to_model=self.input_to_model)
|
[
"def",
"write",
"(",
"self",
")",
"->",
"None",
":",
"self",
".",
"tbwriter",
".",
"add_graph",
"(",
"model",
"=",
"self",
".",
"model",
",",
"input_to_model",
"=",
"self",
".",
"input_to_model",
")"
] |
Writes single model graph to Tensorboard.
|
[
"Writes",
"single",
"model",
"graph",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L415-L417
|
train
|
Writes single model graph to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(6211 - 6100) + '\063' + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + '\x31' + chr(771 - 720) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5049 - 4938) + chr(1013 - 964) + '\061', 31052 - 31044), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(2036 - 1985) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110110) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b110010) + chr(2012 - 1960), 64247 - 64239), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(53) + chr(0b10111 + 0o36), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(0b100100 + 0o20) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(111) + '\061' + '\x30' + chr(54), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(1423 - 1374) + chr(1308 - 1257), 47791 - 47783), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\060' + chr(998 - 948), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + '\x33' + chr(51) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(1433 - 1382) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\067' + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + '\062' + chr(0b1000 + 0o51), 22402 - 22394), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + chr(50) + '\060' + chr(0b0 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(2192 - 2144) + chr(4221 - 4110) + '\x32' + chr(0b110010) + chr(1994 - 1939), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(49) + '\067' + chr(0b1000 + 0o54), 4667 - 4659), ehT0Px3KOsy9('\060' + chr(4206 - 4095) + chr(0b10011 + 0o35), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101100 + 0o103) + '\062' + chr(0b101101 + 0o3) + chr(0b110010 + 0o0), 8), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(0b11111 + 0o22) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1839 - 1791) + '\x6f' + '\x32' + '\x31', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(2548 - 2493) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(1770 - 1722) + chr(0b110001 + 0o76) + '\x31' + chr(51) + chr(0b101111 + 0o2), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110100) + chr(2536 - 2485), ord("\x08")), ehT0Px3KOsy9(chr(1982 - 1934) + '\x6f' + '\x33' + chr(0b110010) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10011 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b110 + 0o151) + '\x31' + '\x34' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(7983 - 7872) + '\062' + '\x32' + chr(1676 - 1628), 0b1000), ehT0Px3KOsy9(chr(1576 - 1528) + chr(3588 - 3477) + chr(1259 - 1210) + chr(499 - 447) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\157' + chr(0b1001 + 0o50) + '\x35' + '\x36', 4143 - 4135), ehT0Px3KOsy9(chr(48) + chr(0b1000110 + 0o51) + '\x32' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1111 + 0o42) + chr(0b100011 + 0o17) + chr(1299 - 1250), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(1374 - 1320) + chr(0b11111 + 0o21), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b1001 + 0o54) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001011 + 0o44) + '\061' + '\061' + chr(0b110110), 26917 - 26909), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b100001 + 0o23) + chr(0b10011 + 0o41), 0o10), ehT0Px3KOsy9(chr(142 - 94) + chr(10290 - 10179) + chr(0b110001) + chr(1624 - 1574) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + chr(0b110111) + '\067', 32892 - 32884), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b11001 + 0o30) + '\063', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(1457 - 1346) + chr(0b11 + 0o62) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(100) + '\x65' + '\143' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b1100000 + 0o25) + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b) -> None:
xafqLlk3kkUe(oVre8I6UXc3b.tbwriter, xafqLlk3kkUe(SXOLrMavuUCe(b'y9m\xc6V&\x8c\x97.'), chr(100) + '\145' + chr(99) + chr(10787 - 10676) + '\144' + chr(101))(chr(11097 - 10980) + chr(0b11110 + 0o126) + chr(0b1100110) + chr(0b101001 + 0o4) + chr(0b101011 + 0o15)))(model=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'^\x169\xef@.\xb7\xd2!\x1b\x8c\xe8'), '\144' + chr(0b1011110 + 0o7) + '\x63' + '\x6f' + chr(2987 - 2887) + chr(0b1011100 + 0o11))('\165' + chr(0b1110 + 0o146) + chr(0b1100110) + chr(0b101101) + '\070')), input_to_model=xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'q3y\xecE\x0b\x99\x88\x19&\xad\xba\xbc\x90'), chr(1273 - 1173) + chr(0b1100101) + '\x63' + chr(0b100111 + 0o110) + '\144' + chr(0b110110 + 0o57))(chr(0b1110101) + chr(11630 - 11514) + chr(102) + chr(1532 - 1487) + chr(56))))
|
fastai/fastai
|
fastai/callbacks/tensorboard.py
|
GraphTBWriter.write
|
def write(self, model:nn.Module, tbwriter:SummaryWriter, input_to_model:torch.Tensor)->None:
"Writes model graph to Tensorboard."
request = GraphTBRequest(model=model, tbwriter=tbwriter, input_to_model=input_to_model)
asyncTBWriter.request_write(request)
|
python
|
def write(self, model:nn.Module, tbwriter:SummaryWriter, input_to_model:torch.Tensor)->None:
"Writes model graph to Tensorboard."
request = GraphTBRequest(model=model, tbwriter=tbwriter, input_to_model=input_to_model)
asyncTBWriter.request_write(request)
|
[
"def",
"write",
"(",
"self",
",",
"model",
":",
"nn",
".",
"Module",
",",
"tbwriter",
":",
"SummaryWriter",
",",
"input_to_model",
":",
"torch",
".",
"Tensor",
")",
"->",
"None",
":",
"request",
"=",
"GraphTBRequest",
"(",
"model",
"=",
"model",
",",
"tbwriter",
"=",
"tbwriter",
",",
"input_to_model",
"=",
"input_to_model",
")",
"asyncTBWriter",
".",
"request_write",
"(",
"request",
")"
] |
Writes model graph to Tensorboard.
|
[
"Writes",
"model",
"graph",
"to",
"Tensorboard",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tensorboard.py#L421-L424
|
train
|
Writes model graph to Tensorboard.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(728 - 676) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\066' + chr(0b101101 + 0o3), 63460 - 63452), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\x34' + chr(0b11 + 0o62), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(571 - 521) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1101 + 0o44) + chr(0b101111 + 0o10) + chr(0b11010 + 0o32), 36239 - 36231), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b1110 + 0o43) + chr(0b110110) + chr(0b0 + 0o66), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(8160 - 8049) + chr(1850 - 1799) + chr(51) + '\x30', 31672 - 31664), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\x35' + chr(904 - 849), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11644 - 11533) + '\x31' + chr(1126 - 1074) + chr(0b110000 + 0o1), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2098 - 2049) + '\x35' + chr(0b100110 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\x6f' + '\x31' + '\063' + '\062', 0o10), ehT0Px3KOsy9(chr(849 - 801) + chr(2366 - 2255) + '\063' + '\062' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1001111 + 0o40) + chr(0b10011 + 0o41) + chr(0b1 + 0o61), 0o10), ehT0Px3KOsy9('\x30' + chr(0b110110 + 0o71) + '\063' + '\x33' + '\060', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + chr(0b10110 + 0o35) + chr(145 - 95) + chr(50), 0b1000), ehT0Px3KOsy9(chr(162 - 114) + chr(0b1101111) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(6500 - 6389) + '\063' + chr(0b101 + 0o62) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\x37' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(563 - 515) + chr(0b10111 + 0o130) + chr(0b11001 + 0o32) + '\x33' + chr(0b110 + 0o56), 0b1000), ehT0Px3KOsy9('\x30' + chr(2724 - 2613) + chr(1039 - 990) + chr(185 - 131) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10333 - 10222) + '\062' + '\066' + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(6777 - 6666) + chr(0b110011) + '\064' + chr(2401 - 2348), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b100110 + 0o16) + chr(51), 0o10), ehT0Px3KOsy9(chr(1120 - 1072) + '\x6f' + chr(50) + chr(0b110101) + chr(2221 - 2170), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + '\063' + chr(1009 - 956) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2072 - 2023) + chr(0b110100) + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b101 + 0o57) + chr(0b11110 + 0o22), ord("\x08")), ehT0Px3KOsy9(chr(1225 - 1177) + '\157' + '\x33' + chr(48) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + '\065' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\x6f' + chr(106 - 55) + chr(915 - 867) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(594 - 544) + chr(0b110110) + chr(995 - 943), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b10101 + 0o35) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(0b1100 + 0o53) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110011) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110001 + 0o76) + chr(0b10110 + 0o34) + chr(0b110010) + '\x34', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b110110) + chr(0b110011), 35435 - 35427), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + '\x36' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(54) + '\061', 0b1000), ehT0Px3KOsy9(chr(1763 - 1715) + chr(4253 - 4142) + chr(0b110101) + chr(0b1000 + 0o52), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0e'), '\144' + chr(1257 - 1156) + '\143' + '\x6f' + '\x64' + '\145')(chr(117) + chr(5328 - 5212) + '\x66' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def QywlqEoQilJa(oVre8I6UXc3b, FK0vqzZ5gPN6, Yw8m9l8LhtCR, XM0UrS2UYPTz) -> None:
r9Xp41HGNpwj = tSJr549yuUve(model=FK0vqzZ5gPN6, tbwriter=Yw8m9l8LhtCR, input_to_model=XM0UrS2UYPTz)
xafqLlk3kkUe(z5IEhcMNhJ3D, xafqLlk3kkUe(SXOLrMavuUCe(b'RUVP\xb6\x0f\x02\x87\x18\x13\x05.\xb2'), chr(0b1100100) + chr(10053 - 9952) + '\x63' + '\157' + chr(100) + '\x65')(chr(0b110101 + 0o100) + chr(3502 - 3386) + chr(3714 - 3612) + chr(45) + chr(56)))(r9Xp41HGNpwj)
|
fastai/fastai
|
old/fastai/swa.py
|
fix_batchnorm
|
def fix_batchnorm(swa_model, train_dl):
"""
During training, batch norm layers keep track of a running mean and
variance of the previous layer's activations. Because the parameters
of the SWA model are computed as the average of other models' parameters,
the SWA model never sees the training data itself, and therefore has no
opportunity to compute the correct batch norm statistics. Before performing
inference with the SWA model, we perform a single pass over the training data
to calculate an accurate running mean and variance for each batch norm layer.
"""
bn_modules = []
swa_model.apply(lambda module: collect_bn_modules(module, bn_modules))
if not bn_modules: return
swa_model.train()
for module in bn_modules:
module.running_mean = torch.zeros_like(module.running_mean)
module.running_var = torch.ones_like(module.running_var)
momenta = [m.momentum for m in bn_modules]
inputs_seen = 0
for (*x,y) in iter(train_dl):
xs = V(x)
batch_size = xs[0].size(0)
momentum = batch_size / (inputs_seen + batch_size)
for module in bn_modules:
module.momentum = momentum
res = swa_model(*xs)
inputs_seen += batch_size
for module, momentum in zip(bn_modules, momenta):
module.momentum = momentum
|
python
|
def fix_batchnorm(swa_model, train_dl):
"""
During training, batch norm layers keep track of a running mean and
variance of the previous layer's activations. Because the parameters
of the SWA model are computed as the average of other models' parameters,
the SWA model never sees the training data itself, and therefore has no
opportunity to compute the correct batch norm statistics. Before performing
inference with the SWA model, we perform a single pass over the training data
to calculate an accurate running mean and variance for each batch norm layer.
"""
bn_modules = []
swa_model.apply(lambda module: collect_bn_modules(module, bn_modules))
if not bn_modules: return
swa_model.train()
for module in bn_modules:
module.running_mean = torch.zeros_like(module.running_mean)
module.running_var = torch.ones_like(module.running_var)
momenta = [m.momentum for m in bn_modules]
inputs_seen = 0
for (*x,y) in iter(train_dl):
xs = V(x)
batch_size = xs[0].size(0)
momentum = batch_size / (inputs_seen + batch_size)
for module in bn_modules:
module.momentum = momentum
res = swa_model(*xs)
inputs_seen += batch_size
for module, momentum in zip(bn_modules, momenta):
module.momentum = momentum
|
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] |
During training, batch norm layers keep track of a running mean and
variance of the previous layer's activations. Because the parameters
of the SWA model are computed as the average of other models' parameters,
the SWA model never sees the training data itself, and therefore has no
opportunity to compute the correct batch norm statistics. Before performing
inference with the SWA model, we perform a single pass over the training data
to calculate an accurate running mean and variance for each batch norm layer.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/swa.py#L45-L83
|
train
|
Perform batch norm inference on the given training data.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + '\x37' + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7982 - 7871) + chr(0b100101 + 0o14) + chr(0b110011) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(1049 - 938) + '\067' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(190 - 140) + chr(0b1010 + 0o46) + chr(1592 - 1539), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + chr(50) + '\x31' + chr(2565 - 2513), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(53) + chr(594 - 541), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1580 - 1469) + chr(1440 - 1391) + '\x31' + chr(0b100001 + 0o17), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + chr(0b110111) + chr(1286 - 1237), 0b1000), ehT0Px3KOsy9(chr(1645 - 1597) + chr(0b11001 + 0o126) + '\062' + chr(0b100101 + 0o20) + '\064', 32096 - 32088), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\062' + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(593 - 543) + chr(298 - 250) + chr(0b100000 + 0o25), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + '\064' + '\063', 62036 - 62028), ehT0Px3KOsy9(chr(48) + chr(2161 - 2050) + chr(0b100000 + 0o22) + chr(693 - 640) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\067' + chr(0b110011), 44049 - 44041), ehT0Px3KOsy9(chr(48) + chr(9791 - 9680) + chr(0b110001) + chr(2916 - 2862) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\x31' + chr(0b110100), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(164 - 115) + chr(0b110111) + chr(1290 - 1238), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\x36' + chr(930 - 881), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(53) + chr(0b110110), 4282 - 4274), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11110 + 0o25) + '\x35' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(0b110010) + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(54) + chr(2481 - 2427), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + '\061' + chr(0b101101 + 0o10) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000010 + 0o55) + chr(0b1111 + 0o42) + chr(49) + chr(0b100100 + 0o15), ord("\x08")), ehT0Px3KOsy9('\060' + chr(312 - 201) + chr(0b11111 + 0o24), 60562 - 60554), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + chr(0b110011) + chr(2235 - 2187), 52712 - 52704), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(48) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b10100 + 0o40) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x33' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(4138 - 4027) + chr(0b101001 + 0o11) + chr(0b11111 + 0o23), 56384 - 56376), ehT0Px3KOsy9(chr(0b110000) + chr(6318 - 6207) + chr(0b110001) + chr(53), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\061' + chr(0b11110 + 0o24), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(1696 - 1585) + '\x33' + chr(0b101011 + 0o6) + '\x34', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101 + 0o55) + chr(0b11110 + 0o27) + chr(0b100101 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\x33' + chr(0b10001 + 0o37) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b100001 + 0o20) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x32' + chr(0b1110 + 0o43) + chr(1237 - 1185), 8), ehT0Px3KOsy9(chr(1578 - 1530) + '\x6f' + '\061', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(53) + chr(0b10110 + 0o32), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x94'), chr(0b1100100) + chr(2764 - 2663) + '\x63' + chr(111) + chr(0b11111 + 0o105) + '\145')(chr(0b1110101) + chr(2812 - 2696) + chr(0b1100110) + '\x2d' + chr(2863 - 2807)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def m5UH3K6_wuUG(NkkG57OCopeC, xWre4NI2ajDu):
qG_ItqusgF2M = []
xafqLlk3kkUe(NkkG57OCopeC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdbj/T\xfc'), chr(0b1100100) + chr(101) + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(0b100000 + 0o105))('\165' + chr(116) + '\x66' + chr(0b100010 + 0o13) + chr(1108 - 1052)))(lambda RqocVGOryNPv: hYtfVjzUuLMS(RqocVGOryNPv, qG_ItqusgF2M))
if not qG_ItqusgF2M:
return
xafqLlk3kkUe(NkkG57OCopeC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xdf"o_\xd7\xe5\x82\x0b\x93\xc8\xf3\xf1'), chr(0b1100100) + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(0b11101 + 0o110))('\x75' + chr(0b1000111 + 0o55) + chr(102) + chr(0b101101) + chr(0b110111 + 0o1)))()
for RqocVGOryNPv in qG_ItqusgF2M:
RqocVGOryNPv.hYvkDCs0VVvT = cEkFpYktkSeK.zeros_like(RqocVGOryNPv.hYvkDCs0VVvT)
RqocVGOryNPv.Ldq_qwr4KSgy = cEkFpYktkSeK.ones_like(RqocVGOryNPv.Ldq_qwr4KSgy)
vgnVM1A9ZQri = [r8ufID9JCHnI.momentum for r8ufID9JCHnI in qG_ItqusgF2M]
A4egTSlrNgGa = ehT0Px3KOsy9(chr(48) + '\157' + chr(0b0 + 0o60), 0o10)
for (*OeWW0F1dBPRQ, SqiSOtYOqOJH) in ZdP978XkGspL(xWre4NI2ajDu):
f0GvdYMiCwc9 = WBx2aEA5NZ9k(OeWW0F1dBPRQ)
ix9dZyeAmUxY = f0GvdYMiCwc9[ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110000), 8)].size(ehT0Px3KOsy9(chr(2252 - 2204) + '\x6f' + '\x30', 8))
Molg6BU43Z5y = ix9dZyeAmUxY / (A4egTSlrNgGa + ix9dZyeAmUxY)
for RqocVGOryNPv in qG_ItqusgF2M:
RqocVGOryNPv.Molg6BU43Z5y = Molg6BU43Z5y
MsbwfslwLjRO = NkkG57OCopeC(*f0GvdYMiCwc9)
A4egTSlrNgGa += ix9dZyeAmUxY
for (RqocVGOryNPv, Molg6BU43Z5y) in pZ0NK2y6HRbn(qG_ItqusgF2M, vgnVM1A9ZQri):
RqocVGOryNPv.Molg6BU43Z5y = Molg6BU43Z5y
|
fastai/fastai
|
old/fastai/lm_rnn.py
|
repackage_var
|
def repackage_var(h):
"""Wraps h in new Variables, to detach them from their history."""
if IS_TORCH_04: return h.detach() if type(h) == torch.Tensor else tuple(repackage_var(v) for v in h)
else: return Variable(h.data) if type(h) == Variable else tuple(repackage_var(v) for v in h)
|
python
|
def repackage_var(h):
"""Wraps h in new Variables, to detach them from their history."""
if IS_TORCH_04: return h.detach() if type(h) == torch.Tensor else tuple(repackage_var(v) for v in h)
else: return Variable(h.data) if type(h) == Variable else tuple(repackage_var(v) for v in h)
|
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Wraps h in new Variables, to detach them from their history.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/lm_rnn.py#L20-L23
|
train
|
Wraps h in new Variables to detach them from their history.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(3974 - 3863) + chr(51) + chr(53) + chr(0b1000 + 0o56), 4401 - 4393), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(1058 - 1008) + chr(283 - 231), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(0b110010) + chr(0b110111) + chr(54), 31879 - 31871), ehT0Px3KOsy9(chr(0b110000) + chr(0b111011 + 0o64) + chr(1456 - 1405) + chr(0b110001) + chr(0b110111), 34243 - 34235), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b100101 + 0o16) + '\065' + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + '\x32' + chr(54) + chr(0b1111 + 0o42), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b110100), 53899 - 53891), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1100 + 0o47) + chr(0b111 + 0o60) + chr(0b10110 + 0o37), 0o10), ehT0Px3KOsy9(chr(1733 - 1685) + chr(111) + chr(55) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1136 - 1086) + chr(0b110100) + '\x35', 1791 - 1783), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(141 - 93), 0b1000), ehT0Px3KOsy9(chr(58 - 10) + chr(0b1101111) + '\063' + chr(0b110101) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110101) + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(12196 - 12085) + '\063' + chr(0b10011 + 0o35) + chr(2104 - 2050), 15269 - 15261), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\x36' + chr(0b101111 + 0o5), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(51) + chr(0b11 + 0o61), 0o10), ehT0Px3KOsy9(chr(48) + chr(2342 - 2231) + '\x33' + '\x36' + '\067', 0b1000), ehT0Px3KOsy9(chr(1347 - 1299) + chr(1686 - 1575) + '\x33' + chr(636 - 586) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11110 + 0o121) + chr(51) + chr(0b10 + 0o62) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2421 - 2371) + chr(1565 - 1514), 0o10), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b100000 + 0o117) + '\061' + chr(0b0 + 0o61) + '\x36', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(761 - 713) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(693 - 645) + '\157' + '\062' + chr(0b10 + 0o65) + chr(1461 - 1408), 0b1000), ehT0Px3KOsy9('\x30' + chr(3245 - 3134) + chr(0b110101) + chr(983 - 929), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9781 - 9670) + '\x31' + '\063' + '\065', 0b1000), ehT0Px3KOsy9(chr(797 - 749) + chr(3777 - 3666) + chr(0b1101 + 0o46) + chr(1108 - 1058) + chr(347 - 299), 33660 - 33652), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(49) + chr(1420 - 1370) + chr(0b111 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + chr(0b11101 + 0o32) + chr(1766 - 1715), ord("\x08")), ehT0Px3KOsy9(chr(248 - 200) + chr(0b1010000 + 0o37) + chr(0b101000 + 0o14) + chr(53), 21325 - 21317), ehT0Px3KOsy9('\x30' + chr(556 - 445) + chr(1789 - 1739) + chr(52) + chr(0b11 + 0o60), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2202 - 2153) + chr(2305 - 2251) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100 + 0o57) + '\x30' + chr(0b111 + 0o53), 43744 - 43736), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\062', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(6230 - 6119) + chr(1238 - 1187) + chr(48) + chr(54), 8), ehT0Px3KOsy9(chr(48) + chr(3824 - 3713) + chr(0b111 + 0o53) + '\x36' + '\062', 54887 - 54879), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110110) + chr(2501 - 2449), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + '\063' + '\065' + chr(52), 8003 - 7995), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b100 + 0o62) + '\063', 0b1000), ehT0Px3KOsy9(chr(941 - 893) + '\157' + chr(0b110001) + '\066', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1534 - 1486) + chr(1899 - 1788) + chr(774 - 721) + chr(1758 - 1710), 50687 - 50679)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), chr(0b1000 + 0o134) + chr(0b100111 + 0o76) + '\x63' + '\157' + '\x64' + chr(0b1000001 + 0o44))('\165' + chr(0b1110100) + chr(102) + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Ft54YAzAOeQM(sz4HVsFVF8nL):
if CM82PZfjTCrc:
return xafqLlk3kkUe(sz4HVsFVF8nL, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8a\xb1\xca\xae\x88\xd9'), chr(0b1100100) + chr(1462 - 1361) + chr(99) + '\157' + '\x64' + '\x65')('\165' + chr(10855 - 10739) + '\146' + chr(1026 - 981) + '\070'))() if PlSM16l2KDPD(sz4HVsFVF8nL, xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\xb1\xd0\xbc\x84\xc3'), chr(100) + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1100100) + chr(6012 - 5911))(chr(0b10010 + 0o143) + chr(0b1110 + 0o146) + '\x66' + chr(0b101101) + '\070'))) else KNyTy8rYcwji((Ft54YAzAOeQM(cMbll0QYhULo) for cMbll0QYhULo in sz4HVsFVF8nL))
else:
return J8EO6SeYrPDb(xafqLlk3kkUe(sz4HVsFVF8nL, xafqLlk3kkUe(SXOLrMavuUCe(b'\xbb\x98\xd0\xa5\x9b\x87H\xcb_\xc3f\xa2'), '\x64' + '\x65' + '\143' + '\x6f' + chr(0b1100100) + chr(101))('\x75' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(3059 - 3003)))) if PlSM16l2KDPD(sz4HVsFVF8nL, J8EO6SeYrPDb) else KNyTy8rYcwji((Ft54YAzAOeQM(cMbll0QYhULo) for cMbll0QYhULo in sz4HVsFVF8nL))
|
fastai/fastai
|
old/fastai/lm_rnn.py
|
get_language_model
|
def get_language_model(n_tok, emb_sz, n_hid, n_layers, pad_token,
dropout=0.4, dropouth=0.3, dropouti=0.5, dropoute=0.1, wdrop=0.5, tie_weights=True, qrnn=False, bias=False):
"""Returns a SequentialRNN model.
A RNN_Encoder layer is instantiated using the parameters provided.
This is followed by the creation of a LinearDecoder layer.
Also by default (i.e. tie_weights = True), the embedding matrix used in the RNN_Encoder
is used to instantiate the weights for the LinearDecoder layer.
The SequentialRNN layer is the native torch's Sequential wrapper that puts the RNN_Encoder and
LinearDecoder layers sequentially in the model.
Args:
n_tok (int): number of unique vocabulary words (or tokens) in the source dataset
emb_sz (int): the embedding size to use to encode each token
n_hid (int): number of hidden activation per LSTM layer
n_layers (int): number of LSTM layers to use in the architecture
pad_token (int): the int value used for padding text.
dropouth (float): dropout to apply to the activations going from one LSTM layer to another
dropouti (float): dropout to apply to the input layer.
dropoute (float): dropout to apply to the embedding layer.
wdrop (float): dropout used for a LSTM's internal (or hidden) recurrent weights.
tie_weights (bool): decide if the weights of the embedding matrix in the RNN encoder should be tied to the
weights of the LinearDecoder layer.
qrnn (bool): decide if the model is composed of LSTMS (False) or QRNNs (True).
bias (bool): decide if the decoder should have a bias layer or not.
Returns:
A SequentialRNN model
"""
rnn_enc = RNN_Encoder(n_tok, emb_sz, n_hid=n_hid, n_layers=n_layers, pad_token=pad_token,
dropouth=dropouth, dropouti=dropouti, dropoute=dropoute, wdrop=wdrop, qrnn=qrnn)
enc = rnn_enc.encoder if tie_weights else None
return SequentialRNN(rnn_enc, LinearDecoder(n_tok, emb_sz, dropout, tie_encoder=enc, bias=bias))
|
python
|
def get_language_model(n_tok, emb_sz, n_hid, n_layers, pad_token,
dropout=0.4, dropouth=0.3, dropouti=0.5, dropoute=0.1, wdrop=0.5, tie_weights=True, qrnn=False, bias=False):
"""Returns a SequentialRNN model.
A RNN_Encoder layer is instantiated using the parameters provided.
This is followed by the creation of a LinearDecoder layer.
Also by default (i.e. tie_weights = True), the embedding matrix used in the RNN_Encoder
is used to instantiate the weights for the LinearDecoder layer.
The SequentialRNN layer is the native torch's Sequential wrapper that puts the RNN_Encoder and
LinearDecoder layers sequentially in the model.
Args:
n_tok (int): number of unique vocabulary words (or tokens) in the source dataset
emb_sz (int): the embedding size to use to encode each token
n_hid (int): number of hidden activation per LSTM layer
n_layers (int): number of LSTM layers to use in the architecture
pad_token (int): the int value used for padding text.
dropouth (float): dropout to apply to the activations going from one LSTM layer to another
dropouti (float): dropout to apply to the input layer.
dropoute (float): dropout to apply to the embedding layer.
wdrop (float): dropout used for a LSTM's internal (or hidden) recurrent weights.
tie_weights (bool): decide if the weights of the embedding matrix in the RNN encoder should be tied to the
weights of the LinearDecoder layer.
qrnn (bool): decide if the model is composed of LSTMS (False) or QRNNs (True).
bias (bool): decide if the decoder should have a bias layer or not.
Returns:
A SequentialRNN model
"""
rnn_enc = RNN_Encoder(n_tok, emb_sz, n_hid=n_hid, n_layers=n_layers, pad_token=pad_token,
dropouth=dropouth, dropouti=dropouti, dropoute=dropoute, wdrop=wdrop, qrnn=qrnn)
enc = rnn_enc.encoder if tie_weights else None
return SequentialRNN(rnn_enc, LinearDecoder(n_tok, emb_sz, dropout, tie_encoder=enc, bias=bias))
|
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] |
Returns a SequentialRNN model.
A RNN_Encoder layer is instantiated using the parameters provided.
This is followed by the creation of a LinearDecoder layer.
Also by default (i.e. tie_weights = True), the embedding matrix used in the RNN_Encoder
is used to instantiate the weights for the LinearDecoder layer.
The SequentialRNN layer is the native torch's Sequential wrapper that puts the RNN_Encoder and
LinearDecoder layers sequentially in the model.
Args:
n_tok (int): number of unique vocabulary words (or tokens) in the source dataset
emb_sz (int): the embedding size to use to encode each token
n_hid (int): number of hidden activation per LSTM layer
n_layers (int): number of LSTM layers to use in the architecture
pad_token (int): the int value used for padding text.
dropouth (float): dropout to apply to the activations going from one LSTM layer to another
dropouti (float): dropout to apply to the input layer.
dropoute (float): dropout to apply to the embedding layer.
wdrop (float): dropout used for a LSTM's internal (or hidden) recurrent weights.
tie_weights (bool): decide if the weights of the embedding matrix in the RNN encoder should be tied to the
weights of the LinearDecoder layer.
qrnn (bool): decide if the model is composed of LSTMS (False) or QRNNs (True).
bias (bool): decide if the decoder should have a bias layer or not.
Returns:
A SequentialRNN model
|
[
"Returns",
"a",
"SequentialRNN",
"model",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/lm_rnn.py#L204-L238
|
train
|
Returns a SequentialRNN model for the given language.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b101110 + 0o2) + '\157' + '\x36' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b110110) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(238 - 188) + chr(0b110010 + 0o4) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(957 - 907) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000010 + 0o55) + chr(52) + chr(0b11100 + 0o25), 45438 - 45430), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\064' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(1762 - 1714) + '\157' + chr(51) + chr(1036 - 986) + chr(548 - 493), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(11517 - 11406) + chr(51) + chr(0b1110 + 0o42) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(1127 - 1079) + chr(0b1000100 + 0o53) + chr(0b110010) + chr(0b10011 + 0o37) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + '\062' + chr(423 - 374), 0o10), ehT0Px3KOsy9(chr(1428 - 1380) + chr(11569 - 11458) + chr(0b110011) + chr(238 - 187) + chr(754 - 702), 19444 - 19436), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(960 - 849) + chr(2295 - 2246) + chr(0b110100) + chr(49), 16671 - 16663), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(7901 - 7790) + '\x32' + chr(49) + chr(2213 - 2160), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x32' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1077 - 1028) + chr(0b101100 + 0o4) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + '\x34' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(55) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + chr(1810 - 1759) + '\x37' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + '\061' + '\x36' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b0 + 0o157) + chr(1883 - 1834) + chr(0b110110) + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(5624 - 5513) + '\x33' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(0b110101) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011100 + 0o23) + '\x33' + '\x31' + '\064', 35291 - 35283), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + '\063' + chr(0b11011 + 0o26), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + chr(52) + chr(49), 8), ehT0Px3KOsy9('\060' + chr(5988 - 5877) + chr(0b110001) + '\x33' + chr(0b10000 + 0o44), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b100011 + 0o20) + '\062' + chr(0b101011 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(62 - 7) + chr(1403 - 1348), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x30' + chr(2223 - 2172), 26957 - 26949), ehT0Px3KOsy9(chr(48) + chr(0b1 + 0o156) + '\063' + chr(497 - 443) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1 + 0o62) + chr(2135 - 2084) + '\x34', 8), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(6835 - 6724) + chr(0b110100) + chr(0b1100 + 0o46), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1110 + 0o45) + '\x32' + '\x35', 40550 - 40542), ehT0Px3KOsy9('\060' + chr(6072 - 5961) + '\x32' + chr(1703 - 1655) + chr(0b110000), 61305 - 61297), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110111) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(904 - 856) + '\157' + chr(0b110111) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x35' + '\062', 62475 - 62467), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(976 - 921) + chr(0b11110 + 0o30), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x33' + chr(48) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2417 - 2363) + chr(0b110010), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(2403 - 2350) + chr(0b100011 + 0o15), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(111) + chr(0b1100100) + chr(7433 - 7332))('\x75' + chr(0b11101 + 0o127) + '\146' + chr(0b101101) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def A2p2IavURBvc(anBZ0WEopWPK, bKyzyT0RWHbw, A5xT03yLlydA, NepKL85EaPyo, z_mb8Gdxg87Q, ag0mwEgWzjYv=0.4, tAfFHcRavlGF=0.3, xHVtPaxOkjDM=0.5, TaJTOu31tHuL=0.1, QuCS2iTJrUHQ=0.5, t7GWySqZYwDR=ehT0Px3KOsy9('\060' + chr(111) + '\061', ord("\x08")), aO8MvmMiScdo=ehT0Px3KOsy9(chr(1019 - 971) + chr(8057 - 7946) + chr(854 - 806), 13542 - 13534), IKTrMTySqz10=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110000), 8)):
kzfz6bzrTga5 = mE7Yts9cgxtc(anBZ0WEopWPK, bKyzyT0RWHbw, n_hid=A5xT03yLlydA, n_layers=NepKL85EaPyo, pad_token=z_mb8Gdxg87Q, dropouth=tAfFHcRavlGF, dropouti=xHVtPaxOkjDM, dropoute=TaJTOu31tHuL, wdrop=QuCS2iTJrUHQ, qrnn=aO8MvmMiScdo)
xSFlcaLQlVle = kzfz6bzrTga5.encoder if t7GWySqZYwDR else None
return dZLycgGcE2f8(kzfz6bzrTga5, oPJJ7ZK4uSbI(anBZ0WEopWPK, bKyzyT0RWHbw, ag0mwEgWzjYv, tie_encoder=xSFlcaLQlVle, bias=IKTrMTySqz10))
|
fastai/fastai
|
old/fastai/lm_rnn.py
|
RNN_Encoder.forward
|
def forward(self, input):
""" Invoked during the forward propagation of the RNN_Encoder module.
Args:
input (Tensor): input of shape (sentence length x batch_size)
Returns:
raw_outputs (tuple(list (Tensor), list(Tensor)): list of tensors evaluated from each RNN layer without using
dropouth, list of tensors evaluated from each RNN layer using dropouth,
"""
sl,bs = input.size()
if bs!=self.bs:
self.bs=bs
self.reset()
with set_grad_enabled(self.training):
emb = self.encoder_with_dropout(input, dropout=self.dropoute if self.training else 0)
emb = self.dropouti(emb)
raw_output = emb
new_hidden,raw_outputs,outputs = [],[],[]
for l, (rnn,drop) in enumerate(zip(self.rnns, self.dropouths)):
current_input = raw_output
with warnings.catch_warnings():
warnings.simplefilter("ignore")
raw_output, new_h = rnn(raw_output, self.hidden[l])
new_hidden.append(new_h)
raw_outputs.append(raw_output)
if l != self.n_layers - 1: raw_output = drop(raw_output)
outputs.append(raw_output)
self.hidden = repackage_var(new_hidden)
return raw_outputs, outputs
|
python
|
def forward(self, input):
""" Invoked during the forward propagation of the RNN_Encoder module.
Args:
input (Tensor): input of shape (sentence length x batch_size)
Returns:
raw_outputs (tuple(list (Tensor), list(Tensor)): list of tensors evaluated from each RNN layer without using
dropouth, list of tensors evaluated from each RNN layer using dropouth,
"""
sl,bs = input.size()
if bs!=self.bs:
self.bs=bs
self.reset()
with set_grad_enabled(self.training):
emb = self.encoder_with_dropout(input, dropout=self.dropoute if self.training else 0)
emb = self.dropouti(emb)
raw_output = emb
new_hidden,raw_outputs,outputs = [],[],[]
for l, (rnn,drop) in enumerate(zip(self.rnns, self.dropouths)):
current_input = raw_output
with warnings.catch_warnings():
warnings.simplefilter("ignore")
raw_output, new_h = rnn(raw_output, self.hidden[l])
new_hidden.append(new_h)
raw_outputs.append(raw_output)
if l != self.n_layers - 1: raw_output = drop(raw_output)
outputs.append(raw_output)
self.hidden = repackage_var(new_hidden)
return raw_outputs, outputs
|
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] |
Invoked during the forward propagation of the RNN_Encoder module.
Args:
input (Tensor): input of shape (sentence length x batch_size)
Returns:
raw_outputs (tuple(list (Tensor), list(Tensor)): list of tensors evaluated from each RNN layer without using
dropouth, list of tensors evaluated from each RNN layer using dropouth,
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/lm_rnn.py#L84-L113
|
train
|
This method is invoked during the forward propagation of the RNN_Encoder module.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b11 + 0o64) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + '\061' + chr(0b110100) + chr(0b110110), 64248 - 64240), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110010) + chr(48), 30229 - 30221), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(0b11011 + 0o27) + chr(132 - 77) + chr(0b110011), 63349 - 63341), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\062' + '\x36', 19825 - 19817), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b11101 + 0o24) + '\x33' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\x31' + chr(0b1111 + 0o50), 7940 - 7932), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1101111) + chr(0b10111 + 0o33) + chr(51), 19595 - 19587), ehT0Px3KOsy9(chr(0b110000) + chr(9960 - 9849) + chr(0b11000 + 0o33) + '\x31' + chr(0b101001 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(549 - 501) + '\157' + chr(0b110011) + chr(1848 - 1794) + '\062', 0b1000), ehT0Px3KOsy9(chr(1684 - 1636) + chr(5261 - 5150) + '\061' + chr(0b11 + 0o60) + chr(51), 36432 - 36424), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(55) + chr(1088 - 1039), 0o10), ehT0Px3KOsy9(chr(48) + chr(2793 - 2682) + chr(805 - 756) + '\065' + '\x32', 65152 - 65144), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(0b1101111) + '\062' + chr(55) + chr(235 - 180), 0o10), ehT0Px3KOsy9(chr(1199 - 1151) + chr(0b1101001 + 0o6) + chr(52) + chr(53), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\065' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9990 - 9879) + chr(0b100110 + 0o15) + chr(0b110110) + chr(282 - 233), 27969 - 27961), ehT0Px3KOsy9(chr(48) + chr(7159 - 7048) + chr(2194 - 2144) + '\063' + chr(52), 20167 - 20159), ehT0Px3KOsy9('\060' + '\x6f' + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(54) + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2453 - 2402) + chr(0b1100 + 0o50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + chr(2601 - 2550) + chr(0b110110) + chr(50), 8), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(308 - 259) + '\064' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x31' + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\061' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(49) + '\063', 8), ehT0Px3KOsy9(chr(1367 - 1319) + '\157' + '\063' + '\x30' + '\064', 3944 - 3936), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(2419 - 2366) + '\x32', 2337 - 2329), ehT0Px3KOsy9(chr(48) + chr(0b100100 + 0o113) + '\x33' + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(2401 - 2352) + '\x32' + chr(53), 0b1000), ehT0Px3KOsy9(chr(1595 - 1547) + chr(0b1101111) + chr(539 - 488) + chr(55) + '\x30', 1542 - 1534), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + chr(54) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\060', 57930 - 57922), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(1248 - 1199) + chr(1044 - 989), 8), ehT0Px3KOsy9(chr(0b110000) + chr(5645 - 5534) + '\062' + chr(0b110110) + chr(0b110111), 30440 - 30432), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(53) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(49) + chr(0b101111 + 0o3) + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x33' + chr(0b110100) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + chr(0b110010 + 0o0) + chr(0b110101) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(587 - 536) + chr(0b10 + 0o57) + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + chr(53) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5'), '\144' + '\145' + chr(0b11101 + 0o106) + chr(111) + '\x64' + chr(0b1011 + 0o132))('\x75' + chr(116) + chr(5868 - 5766) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GbbcCHUNFMj5(oVre8I6UXc3b, Y3jVKaC8LEDU):
(VW0EAecKL_dz, SfegzJB3EFQO) = Y3jVKaC8LEDU.size()
if SfegzJB3EFQO != xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\x15'), '\x64' + '\145' + '\x63' + chr(0b1101111) + chr(1306 - 1206) + chr(101))(chr(117) + '\164' + chr(0b1100 + 0o132) + chr(1599 - 1554) + '\070')):
oVre8I6UXc3b.SfegzJB3EFQO = SfegzJB3EFQO
xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x03\xe3\xde"'), chr(6031 - 5931) + chr(0b10111 + 0o116) + chr(99) + chr(0b1100011 + 0o14) + chr(6571 - 6471) + chr(6499 - 6398))(chr(0b100 + 0o161) + '\x74' + chr(881 - 779) + '\055' + chr(0b1100 + 0o54)))()
with KO8kGhsJNjjf(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\x14\xf1\xd284\xa1t'), chr(0b1001000 + 0o34) + chr(4495 - 4394) + chr(0b1100011) + chr(0b1101111) + chr(0b101010 + 0o72) + '\x65')(chr(0b100001 + 0o124) + '\164' + chr(9587 - 9485) + '\055' + chr(0b11100 + 0o34)))):
Jm7YCQYx8Wnq = oVre8I6UXc3b.encoder_with_dropout(Y3jVKaC8LEDU, dropout=oVre8I6UXc3b.dropoute if oVre8I6UXc3b.training else ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', ord("\x08")))
Jm7YCQYx8Wnq = oVre8I6UXc3b.dropouti(Jm7YCQYx8Wnq)
YlE72YBKUkEW = Jm7YCQYx8Wnq
(h0nTmLGoMhwP, scxy3U2mDegM, Dx_DllZ8uCko) = ([], [], [])
for (aLoH_Mt0dzwO, (eUZVyBXfzBUn, vSSGfCYgvf4T)) in YlkZvXL8qwsX(pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x89\x08\xfe\xc8'), chr(9409 - 9309) + chr(0b110001 + 0o64) + chr(0b1100011) + '\x6f' + chr(0b1100100) + chr(0b1100101))(chr(0b110111 + 0o76) + chr(8396 - 8280) + chr(3297 - 3195) + chr(0b101100 + 0o1) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9f\x14\xff\xcb9(\xbb{\xb8'), '\x64' + chr(0b111 + 0o136) + chr(99) + '\157' + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b110101 + 0o77) + chr(0b1100110) + '\x2d' + chr(56))))):
YNNQIuFteILG = YlE72YBKUkEW
with xafqLlk3kkUe(fJoTPf8D_opC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x98\x07\xe4\xd8>\x02\xb8r\xb9\x9c2\xd7\r\xcc'), '\x64' + '\x65' + '\x63' + chr(0b10110 + 0o131) + '\144' + chr(5846 - 5745))(chr(117) + chr(116) + chr(8481 - 8379) + chr(1113 - 1068) + chr(56)))():
xafqLlk3kkUe(fJoTPf8D_opC, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\x0f\xfd\xcb:8\xa9z\xa7\x86>\xcb'), chr(0b10000 + 0o124) + chr(101) + '\x63' + chr(111) + '\x64' + '\145')(chr(4186 - 4069) + '\x74' + '\x66' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\x01\xfe\xd4$8'), chr(0b1001 + 0o133) + chr(101) + chr(0b1010011 + 0o20) + chr(3596 - 3485) + chr(0b11 + 0o141) + '\x65')(chr(2208 - 2091) + chr(0b1110100) + chr(0b1100110) + '\055' + chr(0b111 + 0o61)))
(YlE72YBKUkEW, EURzVsa4r7BU) = eUZVyBXfzBUn(YlE72YBKUkEW, oVre8I6UXc3b.CknQN6tef5sc[aLoH_Mt0dzwO])
xafqLlk3kkUe(h0nTmLGoMhwP, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\x16\xe0\xde89'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(0b1011100 + 0o10) + '\145')(chr(0b100 + 0o161) + chr(0b101111 + 0o105) + chr(102) + '\055' + chr(403 - 347)))(EURzVsa4r7BU)
xafqLlk3kkUe(scxy3U2mDegM, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\x16\xe0\xde89'), '\144' + chr(0b1100101) + chr(99) + '\x6f' + chr(0b101000 + 0o74) + chr(0b11100 + 0o111))(chr(0b1110101) + chr(0b1100110 + 0o16) + chr(0b1100011 + 0o3) + chr(45) + chr(0b111000)))(YlE72YBKUkEW)
if aLoH_Mt0dzwO != xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x959\xfc\xda/8\xbd`'), chr(0b1100100) + chr(7156 - 7055) + chr(0b1100011) + '\x6f' + '\144' + '\145')('\x75' + chr(0b1110100) + '\146' + chr(1316 - 1271) + chr(1172 - 1116))) - ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1004 - 955), 41849 - 41841):
YlE72YBKUkEW = vSSGfCYgvf4T(YlE72YBKUkEW)
xafqLlk3kkUe(Dx_DllZ8uCko, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\x16\xe0\xde89'), chr(100) + '\145' + '\x63' + chr(11877 - 11766) + chr(100) + chr(9429 - 9328))(chr(2532 - 2415) + '\x74' + chr(0b1100110) + chr(45) + '\070'))(YlE72YBKUkEW)
oVre8I6UXc3b.CknQN6tef5sc = Ft54YAzAOeQM(h0nTmLGoMhwP)
return (scxy3U2mDegM, Dx_DllZ8uCko)
|
fastai/fastai
|
fastai/text/transform.py
|
replace_rep
|
def replace_rep(t:str) -> str:
"Replace repetitions at the character level in `t`."
def _replace_rep(m:Collection[str]) -> str:
c,cc = m.groups()
return f' {TK_REP} {len(cc)+1} {c} '
re_rep = re.compile(r'(\S)(\1{3,})')
return re_rep.sub(_replace_rep, t)
|
python
|
def replace_rep(t:str) -> str:
"Replace repetitions at the character level in `t`."
def _replace_rep(m:Collection[str]) -> str:
c,cc = m.groups()
return f' {TK_REP} {len(cc)+1} {c} '
re_rep = re.compile(r'(\S)(\1{3,})')
return re_rep.sub(_replace_rep, t)
|
[
"def",
"replace_rep",
"(",
"t",
":",
"str",
")",
"->",
"str",
":",
"def",
"_replace_rep",
"(",
"m",
":",
"Collection",
"[",
"str",
"]",
")",
"->",
"str",
":",
"c",
",",
"cc",
"=",
"m",
".",
"groups",
"(",
")",
"return",
"f' {TK_REP} {len(cc)+1} {c} '",
"re_rep",
"=",
"re",
".",
"compile",
"(",
"r'(\\S)(\\1{3,})'",
")",
"return",
"re_rep",
".",
"sub",
"(",
"_replace_rep",
",",
"t",
")"
] |
Replace repetitions at the character level in `t`.
|
[
"Replace",
"repetitions",
"at",
"the",
"character",
"level",
"in",
"t",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L42-L48
|
train
|
Replace repetitions at the character level in t.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(820 - 772) + chr(0b110111 + 0o70) + '\063' + chr(0b110 + 0o56) + chr(740 - 692), 0o10), ehT0Px3KOsy9(chr(1713 - 1665) + chr(0b1101111) + chr(0b11110 + 0o25) + chr(0b110000) + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b111010 + 0o65) + chr(0b101000 + 0o11) + chr(0b100011 + 0o16) + chr(52), 41601 - 41593), ehT0Px3KOsy9('\060' + chr(111) + chr(156 - 105) + '\063' + chr(52), 4890 - 4882), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(53) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(55) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11031 - 10920) + chr(0b10101 + 0o34) + '\067' + chr(0b100000 + 0o26), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\157' + chr(50) + chr(55) + chr(338 - 284), 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(0b110 + 0o55) + '\067' + chr(0b110101 + 0o0), 18901 - 18893), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + '\062' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + chr(50) + '\062', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(51) + chr(0b1010 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1001101 + 0o42) + '\061' + chr(49) + chr(0b1100 + 0o45), ord("\x08")), ehT0Px3KOsy9('\060' + chr(12001 - 11890) + chr(54) + chr(0b10011 + 0o40), 0o10), ehT0Px3KOsy9('\060' + chr(0b100111 + 0o110) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(0b10000 + 0o41) + chr(0b11011 + 0o25) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\x34' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(50) + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(54) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + '\x31' + chr(0b11000 + 0o36) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b11110 + 0o24) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(3472 - 3361) + chr(0b110001) + chr(0b1101 + 0o43) + '\065', 48936 - 48928), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(1267 - 1216) + chr(0b11011 + 0o27) + chr(0b11101 + 0o32), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(788 - 738) + '\060' + chr(0b110101), 2075 - 2067), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(0b110010) + chr(0b110110), 32228 - 32220), ehT0Px3KOsy9(chr(1728 - 1680) + chr(2216 - 2105) + chr(1442 - 1392) + chr(1640 - 1587) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\066' + chr(1197 - 1144), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + chr(197 - 146) + chr(0b110000) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1104 - 1056) + chr(4336 - 4225) + chr(50) + '\x31' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b100111 + 0o13) + chr(2313 - 2264), 0o10), ehT0Px3KOsy9(chr(998 - 950) + '\157' + chr(0b10111 + 0o33) + chr(55) + '\x36', 8), ehT0Px3KOsy9(chr(1191 - 1143) + chr(111) + '\061' + '\065' + '\063', 44172 - 44164), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2888 - 2834) + chr(0b10000 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2010 - 1899) + chr(0b110001) + '\064' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1110 + 0o141) + '\061' + chr(1635 - 1587) + chr(0b110101), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101000 + 0o11) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10397 - 10286) + chr(0b110011) + chr(0b100100 + 0o17) + chr(0b1001 + 0o53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b10011 + 0o134) + chr(0b110010) + chr(460 - 406) + chr(55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(105 - 53), ord("\x08")), ehT0Px3KOsy9(chr(1496 - 1448) + '\157' + chr(0b1011 + 0o51), 41111 - 41103)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(53) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xce'), chr(6065 - 5965) + chr(0b1100101) + '\143' + '\x6f' + chr(0b1100100) + '\x65')(chr(0b1101111 + 0o6) + '\164' + chr(0b1100110) + chr(0b1100 + 0o41) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GmKlMHEfKS_B(YeT3l7JgTbWR) -> M8_cKLkHVB2V:
def mQGrl1maaaYl(r8ufID9JCHnI) -> M8_cKLkHVB2V:
(qzn1Ctg9WgNh, sIvXbwrXJlMS) = r8ufID9JCHnI.groups()
return f' {c1PqMcLJGSlS} {c2A0yzQpDQB3(sIvXbwrXJlMS) + 1} {qzn1Ctg9WgNh} '
t3qnmyWIGuuN = _7u55U49WwX2.compile(xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8\x9b\x1f\xf5\x02 O\xc5\xce;o\xb4'), chr(0b100110 + 0o76) + chr(3049 - 2948) + chr(0b110101 + 0o56) + chr(5277 - 5166) + chr(0b1100100) + chr(9132 - 9031))('\165' + '\164' + chr(0b111001 + 0o55) + chr(45) + chr(115 - 59)))
return xafqLlk3kkUe(t3qnmyWIGuuN, xafqLlk3kkUe(SXOLrMavuUCe(b'\x93\xb2.'), '\x64' + chr(227 - 126) + chr(0b1001101 + 0o26) + chr(111) + chr(100) + '\145')(chr(9706 - 9589) + chr(12598 - 12482) + chr(7319 - 7217) + chr(1636 - 1591) + chr(0b10011 + 0o45)))(mQGrl1maaaYl, YeT3l7JgTbWR)
|
fastai/fastai
|
fastai/text/transform.py
|
replace_wrep
|
def replace_wrep(t:str) -> str:
"Replace word repetitions in `t`."
def _replace_wrep(m:Collection[str]) -> str:
c,cc = m.groups()
return f' {TK_WREP} {len(cc.split())+1} {c} '
re_wrep = re.compile(r'(\b\w+\W+)(\1{3,})')
return re_wrep.sub(_replace_wrep, t)
|
python
|
def replace_wrep(t:str) -> str:
"Replace word repetitions in `t`."
def _replace_wrep(m:Collection[str]) -> str:
c,cc = m.groups()
return f' {TK_WREP} {len(cc.split())+1} {c} '
re_wrep = re.compile(r'(\b\w+\W+)(\1{3,})')
return re_wrep.sub(_replace_wrep, t)
|
[
"def",
"replace_wrep",
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"t",
":",
"str",
")",
"->",
"str",
":",
"def",
"_replace_wrep",
"(",
"m",
":",
"Collection",
"[",
"str",
"]",
")",
"->",
"str",
":",
"c",
",",
"cc",
"=",
"m",
".",
"groups",
"(",
")",
"return",
"f' {TK_WREP} {len(cc.split())+1} {c} '",
"re_wrep",
"=",
"re",
".",
"compile",
"(",
"r'(\\b\\w+\\W+)(\\1{3,})'",
")",
"return",
"re_wrep",
".",
"sub",
"(",
"_replace_wrep",
",",
"t",
")"
] |
Replace word repetitions in `t`.
|
[
"Replace",
"word",
"repetitions",
"in",
"t",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L50-L56
|
train
|
Replace word repetitions in t.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(1491 - 1443) + chr(4323 - 4212) + chr(0b11011 + 0o27) + '\061' + chr(0b11111 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(1463 - 1415) + chr(0b1000101 + 0o52) + '\x31' + '\x30' + chr(0b11101 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(0b110010) + chr(1810 - 1762) + chr(0b110000 + 0o7), 26793 - 26785), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(8547 - 8436) + '\x35' + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(48) + chr(0b110111), 20252 - 20244), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(8180 - 8069) + chr(51) + chr(54) + chr(0b11111 + 0o26), 22587 - 22579), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + '\x36' + chr(0b110100 + 0o3), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2434 - 2383) + '\x33' + chr(0b0 + 0o66), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(187 - 137) + chr(0b11011 + 0o32) + chr(2327 - 2273), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b110011 + 0o1) + chr(0b110100), 27212 - 27204), ehT0Px3KOsy9(chr(1521 - 1473) + '\157' + chr(0b110011) + chr(0b110110) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + '\x30', 0b1000), ehT0Px3KOsy9(chr(501 - 453) + chr(752 - 641) + '\064' + chr(2358 - 2308), ord("\x08")), ehT0Px3KOsy9(chr(1188 - 1140) + chr(111) + chr(0b1010 + 0o50) + chr(0b10 + 0o61) + chr(513 - 460), 33589 - 33581), ehT0Px3KOsy9('\x30' + chr(0b111100 + 0o63) + chr(50) + chr(0b110000) + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(55) + chr(0b11110 + 0o31), 9021 - 9013), ehT0Px3KOsy9(chr(0b101110 + 0o2) + '\x6f' + chr(1431 - 1380) + chr(0b110010) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(6209 - 6098) + '\064' + chr(0b110010), 8), ehT0Px3KOsy9(chr(1546 - 1498) + '\x6f' + chr(0b1001 + 0o56) + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(0b1001101 + 0o42) + chr(2155 - 2104) + '\063' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b111101 + 0o62) + '\062' + '\066' + chr(0b11001 + 0o30), 0b1000), ehT0Px3KOsy9(chr(2091 - 2043) + chr(0b1001010 + 0o45) + '\061' + chr(0b10010 + 0o42) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(444 - 394) + '\067' + chr(158 - 106), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100111 + 0o20) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000001 + 0o56) + '\062' + chr(0b11001 + 0o35) + chr(51), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(1684 - 1631) + chr(1501 - 1451), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(256 - 205) + '\067' + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\063' + chr(1456 - 1405), 48965 - 48957), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + '\x32' + chr(0b110100) + chr(0b110011), 14067 - 14059), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10100 + 0o34), 8), ehT0Px3KOsy9(chr(2191 - 2143) + chr(0b111111 + 0o60) + chr(0b100010 + 0o21) + chr(0b110011 + 0o4) + chr(55), 25232 - 25224), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110111) + chr(1108 - 1054), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11111 + 0o120) + chr(51) + '\x31' + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(1826 - 1774) + chr(2203 - 2155), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2350 - 2239) + chr(1929 - 1879) + '\066' + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(629 - 576) + chr(630 - 579), 0o10), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b100111 + 0o12) + '\x34' + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(741 - 630) + '\061' + '\x30' + chr(2440 - 2387), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + '\065' + '\x37', 60517 - 60509), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b110000 + 0o5) + '\x32', 29252 - 29244)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x35' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xa4'), chr(0b1100100) + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(101))(chr(117) + chr(116) + chr(0b1000010 + 0o44) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def W0mLPM9mnIOC(YeT3l7JgTbWR) -> M8_cKLkHVB2V:
def SIVZno37OLdL(r8ufID9JCHnI) -> M8_cKLkHVB2V:
(qzn1Ctg9WgNh, sIvXbwrXJlMS) = r8ufID9JCHnI.groups()
return f" {Ll5XXPC6BrXP} {c2A0yzQpDQB3(xafqLlk3kkUe(sIvXbwrXJlMS, chr(252 - 137) + chr(112) + chr(0b1100000 + 0o14) + chr(0b1101001) + chr(0b1110100))()) + 1} {qzn1Ctg9WgNh} "
z4oZKpyCfoXA = _7u55U49WwX2.compile(xafqLlk3kkUe(SXOLrMavuUCe(b'\xa2\x1f\xe5p\xb0\xde+\x89\x85\x8d\xdb\\\x13\xe6\xb0\x13\xac\x0b'), chr(3539 - 3439) + chr(101) + chr(0b1100011) + chr(111) + '\x64' + chr(101))('\x75' + chr(116) + '\x66' + chr(0b1011 + 0o42) + chr(0b111000)))
return xafqLlk3kkUe(z4oZKpyCfoXA, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf96\xe5'), '\x64' + chr(6137 - 6036) + chr(4960 - 4861) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + '\146' + chr(1442 - 1397) + chr(2354 - 2298)))(SIVZno37OLdL, YeT3l7JgTbWR)
|
fastai/fastai
|
fastai/text/transform.py
|
fix_html
|
def fix_html(x:str) -> str:
"List of replacements from html strings in `x`."
re1 = re.compile(r' +')
x = x.replace('#39;', "'").replace('amp;', '&').replace('#146;', "'").replace(
'nbsp;', ' ').replace('#36;', '$').replace('\\n', "\n").replace('quot;', "'").replace(
'<br />', "\n").replace('\\"', '"').replace('<unk>',UNK).replace(' @.@ ','.').replace(
' @-@ ','-').replace(' @,@ ',',').replace('\\', ' \\ ')
return re1.sub(' ', html.unescape(x))
|
python
|
def fix_html(x:str) -> str:
"List of replacements from html strings in `x`."
re1 = re.compile(r' +')
x = x.replace('#39;', "'").replace('amp;', '&').replace('#146;', "'").replace(
'nbsp;', ' ').replace('#36;', '$').replace('\\n', "\n").replace('quot;', "'").replace(
'<br />', "\n").replace('\\"', '"').replace('<unk>',UNK).replace(' @.@ ','.').replace(
' @-@ ','-').replace(' @,@ ',',').replace('\\', ' \\ ')
return re1.sub(' ', html.unescape(x))
|
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] |
List of replacements from html strings in `x`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L58-L65
|
train
|
List of replacements from html strings in x.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\157' + chr(124 - 70), 0b1000), ehT0Px3KOsy9(chr(462 - 414) + chr(111) + chr(0b110010) + chr(0b110000) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11951 - 11840) + '\x31' + chr(50) + chr(0b110100), 16217 - 16209), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(2412 - 2362) + chr(0b11101 + 0o24), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111 + 0o150) + chr(0b110010) + chr(0b101101 + 0o10) + chr(974 - 925), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(1050 - 1001) + chr(0b110011) + '\062', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11010 + 0o30) + '\x32' + chr(51), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b100110 + 0o20) + '\x31', 0o10), ehT0Px3KOsy9(chr(1125 - 1077) + chr(0b1101111) + chr(0b101110 + 0o5) + '\060' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\157' + chr(0b110001) + '\060' + chr(0b110 + 0o54), 0o10), ehT0Px3KOsy9(chr(648 - 600) + '\157' + '\062' + chr(0b110001) + '\x30', 23272 - 23264), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(2411 - 2356) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\x34' + chr(0b110100), 9750 - 9742), ehT0Px3KOsy9('\060' + chr(0b111 + 0o150) + chr(0b1111 + 0o42) + '\x31' + '\x33', 36399 - 36391), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1310 - 1259) + '\x36' + chr(0b101000 + 0o15), 54646 - 54638), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(0b100010 + 0o17) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101100 + 0o3) + chr(0b1011 + 0o46) + '\067', 17848 - 17840), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x31' + chr(242 - 189), 0o10), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(0b111 + 0o51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + '\062' + chr(2410 - 2355), ord("\x08")), ehT0Px3KOsy9(chr(2295 - 2247) + chr(0b1101111) + chr(0b110011 + 0o0) + chr(883 - 833), 38621 - 38613), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x35' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(949 - 900) + chr(49) + chr(0b110001 + 0o0), 0o10), ehT0Px3KOsy9(chr(920 - 872) + chr(0b1000011 + 0o54) + chr(1542 - 1493) + '\x37' + chr(0b11001 + 0o33), 35637 - 35629), ehT0Px3KOsy9('\060' + chr(0b110000 + 0o77) + chr(0b110011) + chr(0b1110 + 0o50) + chr(2430 - 2378), 60638 - 60630), ehT0Px3KOsy9(chr(0b110000) + chr(727 - 616) + chr(51) + '\064' + chr(0b10000 + 0o47), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1289 - 1238) + chr(0b110011 + 0o3) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b11111 + 0o23) + chr(53) + '\063', 27085 - 27077), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(2662 - 2608) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(6659 - 6548) + chr(49) + '\066' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(1939 - 1891) + '\x6f' + chr(1442 - 1393) + chr(1714 - 1666) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(0b110011) + chr(1040 - 988) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + chr(6548 - 6437) + '\061' + '\x33' + chr(1808 - 1757), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(111) + '\x31' + '\x31' + chr(0b110011), 8), ehT0Px3KOsy9(chr(1872 - 1824) + '\157' + chr(0b110010) + chr(0b100001 + 0o20) + chr(55), 0b1000), ehT0Px3KOsy9('\060' + chr(5904 - 5793) + chr(0b110001) + chr(1816 - 1764) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b101 + 0o55) + '\x37' + chr(495 - 447), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(11858 - 11747) + chr(0b110010) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\064' + chr(0b100011 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\x33' + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110101) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'('), chr(0b1000010 + 0o42) + chr(8663 - 8562) + '\x63' + '\x6f' + chr(100) + '\145')('\165' + '\164' + chr(0b1001001 + 0o35) + '\x2d' + chr(768 - 712)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def NfjEPr3d1Dto(OeWW0F1dBPRQ) -> M8_cKLkHVB2V:
P8B6hjrLnAWh = _7u55U49WwX2.compile(xafqLlk3kkUe(SXOLrMavuUCe(b'&\xa5\x7f'), '\x64' + chr(2379 - 2278) + chr(99) + chr(7384 - 7273) + '\144' + chr(1326 - 1225))(chr(0b1100 + 0o151) + chr(116) + '\146' + chr(45) + chr(0b111000)))
OeWW0F1dBPRQ = OeWW0F1dBPRQ.replace(xafqLlk3kkUe(SXOLrMavuUCe(b'%\xb6m\xea'), chr(768 - 668) + chr(101) + chr(99) + chr(9873 - 9762) + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b110010 + 0o102) + chr(0b1100110) + '\055' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'!'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(8610 - 8499) + '\144' + chr(101))('\165' + chr(10739 - 10623) + chr(5756 - 5654) + chr(0b101101) + chr(0b1000 + 0o60))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'g\xe8$\xea'), '\144' + chr(0b1010100 + 0o21) + chr(0b1100011) + '\x6f' + '\144' + chr(0b101001 + 0o74))(chr(117) + chr(116) + chr(102) + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b' '), chr(100) + '\145' + chr(99) + '\x6f' + chr(100) + chr(6169 - 6068))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(45) + chr(56))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'%\xb4`\xe7\x92'), '\x64' + chr(101) + '\x63' + '\x6f' + chr(757 - 657) + chr(0b1001011 + 0o32))('\165' + '\x74' + '\146' + chr(0b101101) + chr(1689 - 1633)), xafqLlk3kkUe(SXOLrMavuUCe(b'!'), '\x64' + '\x65' + '\x63' + chr(6437 - 6326) + chr(7301 - 7201) + chr(0b1011001 + 0o14))(chr(9964 - 9847) + chr(0b111111 + 0o65) + chr(0b1100110) + chr(0b101101) + chr(0b111000))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b"h\xe7'\xa1\x92"), chr(0b100000 + 0o104) + '\x65' + chr(0b101001 + 0o72) + chr(111) + '\x64' + '\145')(chr(3845 - 3728) + chr(116) + chr(0b11011 + 0o113) + chr(45) + chr(2202 - 2146)), xafqLlk3kkUe(SXOLrMavuUCe(b'&'), '\x64' + chr(0b1100101) + chr(340 - 241) + chr(3897 - 3786) + chr(5966 - 5866) + '\x65')(chr(0b1110101) + chr(0b1000001 + 0o63) + chr(3832 - 3730) + chr(1604 - 1559) + chr(2838 - 2782))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'%\xb6b\xea'), '\x64' + '\145' + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))(chr(9894 - 9777) + '\x74' + '\x66' + chr(0b100001 + 0o14) + chr(0b101 + 0o63)), xafqLlk3kkUe(SXOLrMavuUCe(b'"'), chr(0b1100100) + chr(0b1100101) + chr(5625 - 5526) + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(117) + chr(0b1110100) + chr(8387 - 8285) + chr(1965 - 1920) + '\070')).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xeb'), '\x64' + chr(0b1100101) + chr(8776 - 8677) + '\157' + chr(100) + chr(0b1100101))(chr(0b100101 + 0o120) + chr(116) + chr(5009 - 4907) + '\x2d' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), chr(0b1100100) + chr(101) + chr(0b1010101 + 0o16) + '\157' + '\144' + '\x65')('\x75' + chr(0b101010 + 0o112) + chr(3862 - 3760) + '\055' + '\x38')).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'w\xf0;\xa5\x92'), '\x64' + chr(101) + chr(0b10010 + 0o121) + chr(0b1001011 + 0o44) + chr(100) + '\145')(chr(0b11111 + 0o126) + '\x74' + chr(0b100010 + 0o104) + chr(0b101101) + chr(0b11001 + 0o37)), xafqLlk3kkUe(SXOLrMavuUCe(b'!'), '\x64' + '\x65' + chr(99) + '\x6f' + '\x64' + chr(0b1011001 + 0o14))('\165' + chr(11494 - 11378) + '\146' + chr(0b101101) + '\x38')).replace(xafqLlk3kkUe(SXOLrMavuUCe(b':\xe7&\xf1\x86d'), '\144' + '\145' + chr(0b1100011) + '\157' + chr(2228 - 2128) + chr(7071 - 6970))('\165' + chr(116) + chr(102) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x0c'), chr(0b1100100) + chr(8878 - 8777) + chr(0b1100011) + chr(0b1101111) + chr(0b1100001 + 0o3) + '\145')(chr(319 - 202) + chr(0b1110100) + chr(102) + chr(0b101001 + 0o4) + chr(0b111000))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'Z\xa7'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b1 + 0o164) + chr(1811 - 1695) + '\146' + chr(45) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'$'), chr(0b1100100) + chr(101) + '\143' + '\x6f' + chr(0b10101 + 0o117) + chr(694 - 593))(chr(0b110110 + 0o77) + chr(0b1110100) + chr(0b111101 + 0o51) + chr(0b0 + 0o55) + chr(0b111000))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b':\xf0:\xba\x97'), chr(8014 - 7914) + '\x65' + chr(448 - 349) + chr(4492 - 4381) + '\144' + chr(0b111100 + 0o51))(chr(0b100 + 0o161) + chr(116) + chr(102) + chr(45) + chr(0b110101 + 0o3)), OWXMf6p2G3FG).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'&\xc5z\x91\x89'), chr(0b1100100) + chr(0b1100 + 0o131) + chr(0b1100011) + chr(0b1101111) + chr(0b100000 + 0o104) + chr(101))('\x75' + chr(0b1110100) + '\x66' + chr(45) + chr(1639 - 1583)), xafqLlk3kkUe(SXOLrMavuUCe(b'('), chr(0b1011101 + 0o7) + chr(101) + chr(851 - 752) + chr(11489 - 11378) + chr(0b1100100) + chr(101))(chr(10226 - 10109) + chr(116) + '\146' + chr(0b101101) + chr(1277 - 1221))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'&\xc5y\x91\x89'), '\144' + chr(0b1100101) + chr(0b1011000 + 0o13) + chr(0b1101111) + chr(100) + '\145')(chr(0b1110101) + chr(116) + chr(0b1000010 + 0o44) + '\055' + chr(0b11101 + 0o33)), xafqLlk3kkUe(SXOLrMavuUCe(b'+'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(0b1111 + 0o140) + chr(0b111110 + 0o46) + chr(101))(chr(12474 - 12357) + chr(116) + chr(102) + '\x2d' + chr(499 - 443))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'&\xc5x\x91\x89'), '\x64' + '\145' + chr(0b1100011) + chr(0b1010000 + 0o37) + '\x64' + chr(101))(chr(13491 - 13374) + chr(0b1110100) + chr(0b111110 + 0o50) + chr(0b101101) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'*'), '\144' + '\145' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(9520 - 9419))(chr(0b1000111 + 0o56) + chr(0b111000 + 0o74) + chr(0b1010001 + 0o25) + chr(0b10 + 0o53) + chr(0b100101 + 0o23))).replace(xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), chr(0b10111 + 0o115) + chr(0b11100 + 0o111) + '\143' + chr(11934 - 11823) + chr(0b111001 + 0o53) + '\145')(chr(9830 - 9713) + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'&\xd9t'), chr(0b101001 + 0o73) + chr(2735 - 2634) + chr(0b1100011) + chr(0b1010101 + 0o32) + chr(0b1100100) + chr(6291 - 6190))(chr(0b1110101) + chr(0b1110100) + chr(102) + '\x2d' + chr(1500 - 1444)))
return xafqLlk3kkUe(P8B6hjrLnAWh, xafqLlk3kkUe(SXOLrMavuUCe(b'u\xf06'), '\144' + chr(0b111100 + 0o51) + '\143' + chr(0b1101111) + chr(0b100000 + 0o104) + chr(0b1100101))(chr(0b1011010 + 0o33) + chr(116) + chr(0b11000 + 0o116) + '\055' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'&'), '\x64' + '\145' + chr(6264 - 6165) + chr(11902 - 11791) + '\x64' + chr(8591 - 8490))('\165' + chr(116) + chr(0b110010 + 0o64) + '\055' + chr(2495 - 2439)), xafqLlk3kkUe(kK5tVZVlLKWY, xafqLlk3kkUe(SXOLrMavuUCe(b's\xeb1\xa2\xca;\xe3\x94'), '\144' + chr(0b1100101) + '\x63' + chr(111) + '\144' + chr(101))('\x75' + chr(3939 - 3823) + chr(8724 - 8622) + '\x2d' + chr(2436 - 2380)))(OeWW0F1dBPRQ))
|
fastai/fastai
|
fastai/text/transform.py
|
replace_all_caps
|
def replace_all_caps(x:Collection[str]) -> Collection[str]:
"Replace tokens in ALL CAPS in `x` by their lower version and add `TK_UP` before."
res = []
for t in x:
if t.isupper() and len(t) > 1: res.append(TK_UP); res.append(t.lower())
else: res.append(t)
return res
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python
|
def replace_all_caps(x:Collection[str]) -> Collection[str]:
"Replace tokens in ALL CAPS in `x` by their lower version and add `TK_UP` before."
res = []
for t in x:
if t.isupper() and len(t) > 1: res.append(TK_UP); res.append(t.lower())
else: res.append(t)
return res
|
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Replace tokens in ALL CAPS in `x` by their lower version and add `TK_UP` before.
|
[
"Replace",
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"CAPS",
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"x",
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"lower",
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"and",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L67-L73
|
train
|
Replace tokens in ALL CAPS in x by their lower version and add TK_UP before.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(973 - 925) + '\x6f' + chr(49) + '\x36' + '\x34', 0b1000), ehT0Px3KOsy9(chr(2286 - 2238) + chr(111) + chr(817 - 767) + chr(0b11 + 0o57) + chr(0b101110 + 0o6), 35273 - 35265), ehT0Px3KOsy9(chr(551 - 503) + '\x6f' + chr(0b110000 + 0o1) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + '\x36' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101111) + '\062' + chr(2633 - 2581) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(700 - 652) + chr(0b1101111) + chr(216 - 165) + '\065', 0b1000), ehT0Px3KOsy9(chr(80 - 32) + chr(111) + chr(51) + chr(0b110101) + '\x34', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110101) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(1634 - 1579) + chr(0b11 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(50) + chr(0b110001) + chr(0b110100), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + '\x36' + chr(48), 20892 - 20884), ehT0Px3KOsy9('\060' + chr(0b1011111 + 0o20) + chr(0b110001) + '\x31' + chr(1012 - 960), 12930 - 12922), ehT0Px3KOsy9(chr(2152 - 2104) + chr(0b110100 + 0o73) + chr(0b110001) + chr(0b100000 + 0o22) + chr(915 - 866), 7307 - 7299), ehT0Px3KOsy9(chr(0b110000) + chr(8498 - 8387) + '\062' + chr(0b100101 + 0o13) + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10010 + 0o44) + chr(112 - 63), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(2636 - 2525) + '\x31' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1000 + 0o147) + '\x31' + chr(421 - 367) + chr(49), 3073 - 3065), ehT0Px3KOsy9('\x30' + chr(9513 - 9402) + '\x31' + chr(0b11011 + 0o26) + chr(48), 8781 - 8773), ehT0Px3KOsy9('\060' + '\157' + '\x32' + '\060' + chr(0b101110 + 0o10), 21023 - 21015), ehT0Px3KOsy9('\060' + '\157' + chr(525 - 474) + '\x32' + chr(0b1 + 0o66), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011 + 0o144) + chr(0b110010) + chr(50) + chr(0b100110 + 0o14), 53399 - 53391), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + '\x32' + '\063' + '\063', 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\x6f' + chr(51) + chr(0b110110) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b101000 + 0o16) + chr(2201 - 2152), 288 - 280), ehT0Px3KOsy9('\060' + chr(8034 - 7923) + chr(51) + chr(981 - 927) + '\x31', 8), ehT0Px3KOsy9('\x30' + chr(11241 - 11130) + '\x31' + '\062' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\x6f' + chr(0b100001 + 0o22) + chr(54) + '\063', 18017 - 18009), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(875 - 825) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(54) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(2866 - 2755) + '\x33' + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1011000 + 0o27) + chr(0b110011) + '\x37' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + '\x36' + chr(0b110011), 24628 - 24620), ehT0Px3KOsy9(chr(707 - 659) + chr(0b1101111) + '\x31' + chr(664 - 612) + '\062', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110100) + chr(0b110000), 37302 - 37294), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(6602 - 6491) + chr(50) + '\x31' + chr(0b101001 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + chr(1705 - 1655) + chr(0b11011 + 0o31) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(51) + chr(0b1000 + 0o55) + chr(0b10001 + 0o42), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + '\066' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000100 + 0o53) + chr(0b110010) + '\x31', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(360 - 307) + '\060', 26081 - 26073)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Z'), chr(0b111100 + 0o50) + '\145' + chr(0b1100011) + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(10028 - 9912) + chr(0b1100110) + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aN5fRE2CGD_F(OeWW0F1dBPRQ) -> gNqqdWiyklNm[M8_cKLkHVB2V]:
MsbwfslwLjRO = []
for YeT3l7JgTbWR in OeWW0F1dBPRQ:
if xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1d\xe7~\xc1\xd3x\x9e'), chr(0b10000 + 0o124) + chr(8918 - 8817) + '\143' + chr(6513 - 6402) + chr(100) + chr(101))(chr(0b1110101) + chr(3031 - 2915) + '\x66' + '\055' + '\070'))() and c2A0yzQpDQB3(YeT3l7JgTbWR) > ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 40127 - 40119):
xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xe4{\xd4\xcdy'), '\144' + '\145' + chr(0b1100011) + chr(8764 - 8653) + chr(0b1001111 + 0o25) + '\x65')(chr(117) + '\164' + chr(0b1000000 + 0o46) + '\x2d' + chr(56)))(TPusSliyyAMd)
xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xe4{\xd4\xcdy'), chr(0b1100100) + chr(0b100101 + 0o100) + chr(99) + chr(9511 - 9400) + chr(0b1100100) + chr(0b1100011 + 0o2))(chr(0b1110101) + '\164' + chr(102) + chr(0b1010 + 0o43) + chr(56)))(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'\x18\xfb|\xd4\xd1'), '\x64' + '\145' + chr(379 - 280) + chr(111) + chr(0b1100100) + '\145')('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + chr(56)))())
else:
xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xe4{\xd4\xcdy'), '\x64' + chr(101) + chr(8376 - 8277) + '\x6f' + '\144' + '\x65')(chr(7765 - 7648) + chr(116) + '\146' + '\x2d' + '\070'))(YeT3l7JgTbWR)
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/text/transform.py
|
deal_caps
|
def deal_caps(x:Collection[str]) -> Collection[str]:
"Replace all Capitalized tokens in `x` by their lower version and add `TK_MAJ` before."
res = []
for t in x:
if t == '': continue
if t[0].isupper() and len(t) > 1 and t[1:].islower(): res.append(TK_MAJ)
res.append(t.lower())
return res
|
python
|
def deal_caps(x:Collection[str]) -> Collection[str]:
"Replace all Capitalized tokens in `x` by their lower version and add `TK_MAJ` before."
res = []
for t in x:
if t == '': continue
if t[0].isupper() and len(t) > 1 and t[1:].islower(): res.append(TK_MAJ)
res.append(t.lower())
return res
|
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"lower",
"(",
")",
")",
"return",
"res"
] |
Replace all Capitalized tokens in `x` by their lower version and add `TK_MAJ` before.
|
[
"Replace",
"all",
"Capitalized",
"tokens",
"in",
"x",
"by",
"their",
"lower",
"version",
"and",
"add",
"TK_MAJ",
"before",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L75-L82
|
train
|
Replace all Capitalized tokens in x by their lower version and add TK_MAJ before.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b10100 + 0o34) + chr(0b1010010 + 0o35) + chr(49) + '\x33' + '\066', 52326 - 52318), ehT0Px3KOsy9(chr(0b110000) + chr(1938 - 1827) + '\063' + chr(0b100010 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(2115 - 2067) + chr(0b110111 + 0o70) + chr(2077 - 2028) + chr(185 - 132) + chr(0b110100 + 0o0), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100010 + 0o22) + chr(0b110110), 46424 - 46416), ehT0Px3KOsy9('\060' + chr(1967 - 1856) + chr(51) + chr(0b11110 + 0o26) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + '\066' + chr(0b1100 + 0o53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b10101 + 0o36) + '\x37', 0o10), ehT0Px3KOsy9('\060' + chr(0b101011 + 0o104) + chr(0b110010) + chr(54) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101000 + 0o7) + '\x33' + '\x36' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(2035 - 1987) + chr(111) + '\x33' + '\x33' + '\065', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101101 + 0o6) + chr(1721 - 1667) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(6511 - 6400) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(2195 - 2147) + '\x6f' + chr(49) + '\063' + chr(2293 - 2239), 8), ehT0Px3KOsy9('\x30' + chr(1092 - 981) + chr(0b11110 + 0o25) + '\063' + '\x35', 8), ehT0Px3KOsy9(chr(1495 - 1447) + '\157' + chr(0b101010 + 0o10) + '\060' + chr(0b110110), 27036 - 27028), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + '\x37' + chr(0b110000), 59350 - 59342), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(111) + '\x33' + '\061' + chr(2281 - 2226), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b100 + 0o61) + chr(0b11001 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(0b110001) + '\x32' + chr(1012 - 962), 0o10), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b1100100 + 0o13) + chr(1312 - 1263) + '\x30' + chr(2317 - 2262), 0o10), ehT0Px3KOsy9(chr(576 - 528) + chr(0b1101111) + '\062' + chr(48) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\067' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(749 - 699) + chr(0b110100) + '\x35', 42821 - 42813), ehT0Px3KOsy9('\060' + chr(0b1101110 + 0o1) + chr(0b110001 + 0o0) + chr(0b110110) + '\x32', 10919 - 10911), ehT0Px3KOsy9('\060' + '\x6f' + chr(1647 - 1597) + '\x33' + chr(0b101101 + 0o11), 55327 - 55319), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(0b100010 + 0o17) + chr(1050 - 999) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1968 - 1919) + chr(0b110111) + '\062', 36419 - 36411), ehT0Px3KOsy9(chr(249 - 201) + chr(1404 - 1293) + '\061' + '\x35' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1000100 + 0o53) + chr(51) + chr(0b101011 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2242 - 2191) + chr(1624 - 1572) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(54) + chr(0b10011 + 0o37), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(1022 - 967) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(1483 - 1430) + chr(245 - 192), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11000 + 0o33) + chr(0b10001 + 0o45), 0b1000), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b111 + 0o54) + chr(1279 - 1227) + chr(0b101010 + 0o14), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(48), 8), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(1008 - 959) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000011 + 0o54) + '\x32' + '\x35' + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(150 - 101) + chr(136 - 81) + '\x36', 61879 - 61871), ehT0Px3KOsy9(chr(48) + chr(0b1100001 + 0o16) + '\063' + '\x34' + '\x30', ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + '\065' + '\060', 30058 - 30050)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'p'), '\144' + chr(0b1000111 + 0o36) + '\143' + chr(111) + '\144' + chr(0b1100101))('\x75' + chr(0b1011100 + 0o30) + chr(0b111000 + 0o56) + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oRggOD5JqcpW(OeWW0F1dBPRQ) -> gNqqdWiyklNm[M8_cKLkHVB2V]:
MsbwfslwLjRO = []
for YeT3l7JgTbWR in OeWW0F1dBPRQ:
if YeT3l7JgTbWR == xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(3892 - 3792) + chr(0b1010110 + 0o17) + chr(0b1100011) + chr(0b10001 + 0o136) + '\x64' + chr(101))(chr(0b1110101) + chr(0b1101001 + 0o13) + chr(988 - 886) + '\x2d' + '\x38'):
continue
if xafqLlk3kkUe(YeT3l7JgTbWR[ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + '\060', ord("\x08"))], xafqLlk3kkUe(SXOLrMavuUCe(b'7k\x19V\x97\x12m'), chr(0b1100100) + '\x65' + chr(0b1001110 + 0o25) + chr(111) + chr(7027 - 6927) + '\145')(chr(0b111111 + 0o66) + chr(5384 - 5268) + chr(0b1100110) + chr(0b101101 + 0o0) + chr(56)))() and c2A0yzQpDQB3(YeT3l7JgTbWR) > ehT0Px3KOsy9(chr(0b110000) + chr(8307 - 8196) + chr(431 - 382), 0o10) and xafqLlk3kkUe(YeT3l7JgTbWR[ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31', 8):], xafqLlk3kkUe(SXOLrMavuUCe(b'7k\x00I\x90\x12m'), chr(0b1 + 0o143) + chr(101) + chr(99) + chr(7537 - 7426) + '\x64' + chr(0b1100101))(chr(5425 - 5308) + chr(116) + '\146' + chr(1005 - 960) + chr(0b111000)))():
xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'?h\x1cC\x89\x13'), chr(0b1100100) + chr(101) + chr(0b1101 + 0o126) + chr(111) + chr(0b1100100) + chr(0b1000011 + 0o42))(chr(117) + chr(0b1110100) + chr(102) + '\055' + chr(56)))(k_yWfBGrEXkP)
xafqLlk3kkUe(MsbwfslwLjRO, xafqLlk3kkUe(SXOLrMavuUCe(b'?h\x1cC\x89\x13'), chr(0b1001011 + 0o31) + '\145' + chr(99) + chr(0b1011 + 0o144) + '\x64' + chr(101))('\x75' + chr(0b1100101 + 0o17) + chr(0b1100110) + chr(45) + chr(56)))(xafqLlk3kkUe(YeT3l7JgTbWR, xafqLlk3kkUe(SXOLrMavuUCe(b'2w\x1bC\x95'), '\x64' + chr(0b1100101) + chr(0b1010110 + 0o15) + chr(2987 - 2876) + chr(5910 - 5810) + chr(2436 - 2335))(chr(0b11000 + 0o135) + '\164' + '\x66' + chr(0b1101 + 0o40) + chr(2341 - 2285)))())
return MsbwfslwLjRO
|
fastai/fastai
|
fastai/text/transform.py
|
Tokenizer.process_text
|
def process_text(self, t:str, tok:BaseTokenizer) -> List[str]:
"Process one text `t` with tokenizer `tok`."
for rule in self.pre_rules: t = rule(t)
toks = tok.tokenizer(t)
for rule in self.post_rules: toks = rule(toks)
return toks
|
python
|
def process_text(self, t:str, tok:BaseTokenizer) -> List[str]:
"Process one text `t` with tokenizer `tok`."
for rule in self.pre_rules: t = rule(t)
toks = tok.tokenizer(t)
for rule in self.post_rules: toks = rule(toks)
return toks
|
[
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"(",
"self",
",",
"t",
":",
"str",
",",
"tok",
":",
"BaseTokenizer",
")",
"->",
"List",
"[",
"str",
"]",
":",
"for",
"rule",
"in",
"self",
".",
"pre_rules",
":",
"t",
"=",
"rule",
"(",
"t",
")",
"toks",
"=",
"tok",
".",
"tokenizer",
"(",
"t",
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"for",
"rule",
"in",
"self",
".",
"post_rules",
":",
"toks",
"=",
"rule",
"(",
"toks",
")",
"return",
"toks"
] |
Process one text `t` with tokenizer `tok`.
|
[
"Process",
"one",
"text",
"t",
"with",
"tokenizer",
"tok",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L103-L108
|
train
|
Process one text t with tokenizer tok.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + '\x34' + '\060', 44276 - 44268), ehT0Px3KOsy9(chr(1522 - 1474) + chr(0b1101111) + chr(0b1011 + 0o50) + '\x32' + chr(237 - 188), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(151 - 100) + '\x31' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7537 - 7426) + chr(2052 - 2003) + chr(0b11000 + 0o30) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\063' + chr(2210 - 2158) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(410 - 358) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(1241 - 1193) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x30' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10010 + 0o40) + chr(0b110010) + chr(0b10101 + 0o36), 22195 - 22187), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b10 + 0o60) + '\065' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110001) + chr(55) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\x34' + chr(52), 8), ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + '\067' + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(54) + chr(1663 - 1610), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2127 - 2077) + '\060' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50), 44486 - 44478), ehT0Px3KOsy9(chr(0b110000) + chr(0b111010 + 0o65) + '\062' + '\065' + chr(2066 - 2018), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(769 - 718) + chr(55) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(737 - 682), 0b1000), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1000110 + 0o51) + chr(50) + '\062' + chr(1362 - 1308), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(48), 4897 - 4889), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + '\x31' + chr(159 - 110) + chr(0b10111 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100), 26371 - 26363), ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + chr(51) + '\060' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(0b110000) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + chr(51) + '\060' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\062' + '\x36' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(11845 - 11734) + chr(0b111 + 0o53) + chr(52) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x32' + chr(0b110110) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + chr(5795 - 5684) + chr(1615 - 1563) + chr(2756 - 2703), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111111 + 0o60) + '\x33' + '\060' + chr(0b110000), 8), ehT0Px3KOsy9(chr(1524 - 1476) + chr(0b1011110 + 0o21) + chr(50) + chr(2655 - 2603) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b110011) + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b110100) + chr(1411 - 1361), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + '\063' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1465 - 1415) + chr(0b100000 + 0o21), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\065' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101101 + 0o6) + chr(0b11000 + 0o33) + chr(967 - 919), 64082 - 64074), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b11110 + 0o22) + chr(0b101110 + 0o10), 40418 - 40410)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(2301 - 2248) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'N'), '\x64' + '\145' + chr(0b1011101 + 0o6) + chr(0b1101111) + chr(0b100010 + 0o102) + chr(3736 - 3635))(chr(12306 - 12189) + chr(116) + '\x66' + '\055' + chr(2070 - 2014)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def KAXtwTXmuT5M(oVre8I6UXc3b, YeT3l7JgTbWR, rQHVioaITg5m) -> qRxF7OQ0y39T[M8_cKLkHVB2V]:
for Bc_CvITunbUr in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\xa3\xab\x1c\x96\xd7\xee\xe3\xe0'), chr(0b101001 + 0o73) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b1100100) + chr(0b1010 + 0o133))(chr(6462 - 6345) + '\164' + '\x66' + chr(0b11111 + 0o16) + '\070')):
YeT3l7JgTbWR = Bc_CvITunbUr(YeT3l7JgTbWR)
BjJ9GV54C7zf = rQHVioaITg5m.tokenizer(YeT3l7JgTbWR)
for Bc_CvITunbUr in xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10\xbe\xbd7\xbb\xd0\xf7\xea\xf6\xda'), '\144' + chr(101) + '\143' + chr(0b1101111) + '\x64' + chr(101))('\165' + chr(10659 - 10543) + '\146' + '\x2d' + chr(56))):
BjJ9GV54C7zf = Bc_CvITunbUr(BjJ9GV54C7zf)
return BjJ9GV54C7zf
|
fastai/fastai
|
fastai/text/transform.py
|
Tokenizer._process_all_1
|
def _process_all_1(self, texts:Collection[str]) -> List[List[str]]:
"Process a list of `texts` in one process."
tok = self.tok_func(self.lang)
if self.special_cases: tok.add_special_cases(self.special_cases)
return [self.process_text(str(t), tok) for t in texts]
|
python
|
def _process_all_1(self, texts:Collection[str]) -> List[List[str]]:
"Process a list of `texts` in one process."
tok = self.tok_func(self.lang)
if self.special_cases: tok.add_special_cases(self.special_cases)
return [self.process_text(str(t), tok) for t in texts]
|
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"]",
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"tok_func",
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"self",
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"lang",
")",
"if",
"self",
".",
"special_cases",
":",
"tok",
".",
"add_special_cases",
"(",
"self",
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"special_cases",
")",
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"[",
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"process_text",
"(",
"str",
"(",
"t",
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",",
"tok",
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"]"
] |
Process a list of `texts` in one process.
|
[
"Process",
"a",
"list",
"of",
"texts",
"in",
"one",
"process",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L110-L114
|
train
|
Process a list of texts in one process.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(1572 - 1522) + chr(2444 - 2392) + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\061' + chr(1541 - 1489) + chr(2363 - 2308), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10 + 0o57) + chr(55) + chr(557 - 508), 60217 - 60209), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(0b111 + 0o150) + chr(0b110011) + '\062' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(12205 - 12094) + '\066' + '\x35', 7079 - 7071), ehT0Px3KOsy9(chr(1686 - 1638) + chr(0b110 + 0o151) + chr(53 - 3) + chr(0b110110) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(49) + '\x35' + chr(0b10101 + 0o36), 64595 - 64587), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(2033 - 1984) + chr(0b1010 + 0o54), 12666 - 12658), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100100 + 0o17) + chr(52) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(0b1100110 + 0o11) + '\x31' + '\x33' + chr(982 - 932), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + '\062' + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + chr(0b101100 + 0o10) + chr(0b100001 + 0o23), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110100) + chr(1832 - 1784), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + '\x35', 64885 - 64877), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\x6f' + chr(0b110001) + '\060' + chr(1823 - 1771), 35379 - 35371), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\060' + '\x36', 63662 - 63654), ehT0Px3KOsy9(chr(48) + chr(0b111110 + 0o61) + '\x32' + chr(0b101101 + 0o3) + chr(0b110000), 34230 - 34222), ehT0Px3KOsy9(chr(316 - 268) + chr(0b1010100 + 0o33) + chr(143 - 92) + chr(51) + chr(0b11000 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1341 - 1290) + chr(1119 - 1071) + chr(1472 - 1423), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9761 - 9650) + chr(50) + '\060' + chr(881 - 829), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11101 + 0o122) + chr(1486 - 1431) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + chr(297 - 246) + chr(532 - 480) + '\x37', 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + '\157' + chr(322 - 273) + chr(0b0 + 0o61) + chr(0b1011 + 0o50), 1670 - 1662), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b111011 + 0o64) + chr(0b110100 + 0o2) + '\066', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(0b110010) + '\067' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(51), 20141 - 20133), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + chr(0b100011 + 0o20) + '\x34' + '\064', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001) + chr(51) + chr(0b100110 + 0o12), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b100011 + 0o20) + '\065', 0b1000), ehT0Px3KOsy9(chr(1407 - 1359) + '\x6f' + chr(53) + chr(0b11111 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + '\x31' + chr(2013 - 1965), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\062' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(49) + chr(48) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(1061 - 1011) + chr(0b110100 + 0o2), ord("\x08")), ehT0Px3KOsy9(chr(1241 - 1193) + chr(0b1101111) + chr(0b110001) + chr(0b100 + 0o56) + chr(2250 - 2202), 49535 - 49527), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b100101 + 0o17) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(2130 - 2079) + chr(50) + chr(167 - 115), 47148 - 47140), ehT0Px3KOsy9(chr(448 - 400) + chr(669 - 558) + '\061' + chr(52) + chr(0b11101 + 0o26), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(53) + chr(0b110000), 26350 - 26342)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x8e'), chr(100) + chr(675 - 574) + chr(1970 - 1871) + '\x6f' + chr(0b100 + 0o140) + chr(0b100101 + 0o100))(chr(117) + chr(0b1001001 + 0o53) + chr(0b1010111 + 0o17) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def B0evVlv7ojqu(oVre8I6UXc3b, qEEOZdZZaFyI) -> qRxF7OQ0y39T[qRxF7OQ0y39T[M8_cKLkHVB2V]]:
rQHVioaITg5m = oVre8I6UXc3b.tok_func(oVre8I6UXc3b.lang)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\x17\x1c\xb4\\\xd2\x07\x91\x84;\xa6\x81S'), '\x64' + chr(101) + chr(9308 - 9209) + chr(0b10000 + 0o137) + '\144' + chr(101))('\x75' + '\164' + chr(102) + chr(0b100011 + 0o12) + '\070')):
xafqLlk3kkUe(rQHVioaITg5m, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc1\x03\x1d\x88F\xc3\x0e\xad\x8e;\xb9\xbbCL7#\xf3'), '\x64' + chr(2153 - 2052) + '\x63' + '\157' + chr(0b1100100) + '\145')(chr(117) + chr(0b1000001 + 0o63) + '\146' + chr(0b101001 + 0o4) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd3\x17\x1c\xb4\\\xd2\x07\x91\x84;\xa6\x81S'), '\x64' + chr(0b1 + 0o144) + '\143' + chr(5790 - 5679) + chr(3455 - 3355) + chr(101))(chr(0b1110101) + chr(0b1101101 + 0o7) + chr(0b1100110) + '\x2d' + chr(0b111000))))
return [xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd0\x15\x16\xb4P\xc0\x18\x91\x93?\xad\x90'), chr(100) + chr(0b1100101) + '\x63' + chr(3621 - 3510) + '\x64' + chr(0b11000 + 0o115))('\x75' + chr(6235 - 6119) + chr(102) + chr(0b101101) + '\x38'))(M8_cKLkHVB2V(YeT3l7JgTbWR), rQHVioaITg5m) for YeT3l7JgTbWR in qEEOZdZZaFyI]
|
fastai/fastai
|
fastai/text/transform.py
|
Tokenizer.process_all
|
def process_all(self, texts:Collection[str]) -> List[List[str]]:
"Process a list of `texts`."
if self.n_cpus <= 1: return self._process_all_1(texts)
with ProcessPoolExecutor(self.n_cpus) as e:
return sum(e.map(self._process_all_1, partition_by_cores(texts, self.n_cpus)), [])
|
python
|
def process_all(self, texts:Collection[str]) -> List[List[str]]:
"Process a list of `texts`."
if self.n_cpus <= 1: return self._process_all_1(texts)
with ProcessPoolExecutor(self.n_cpus) as e:
return sum(e.map(self._process_all_1, partition_by_cores(texts, self.n_cpus)), [])
|
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",",
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"(",
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",",
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".",
"n_cpus",
")",
")",
",",
"[",
"]",
")"
] |
Process a list of `texts`.
|
[
"Process",
"a",
"list",
"of",
"texts",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L116-L120
|
train
|
Process a list of texts.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b0 + 0o63) + '\063' + chr(0b1011 + 0o47), 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + '\x32' + '\060' + chr(0b100010 + 0o21), 0o10), ehT0Px3KOsy9(chr(927 - 879) + chr(0b1101111) + '\061' + chr(0b100010 + 0o17), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(2624 - 2513) + chr(0b10111 + 0o33) + chr(0b110111) + '\067', 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + '\157' + '\x36' + '\x32', 7945 - 7937), ehT0Px3KOsy9(chr(1826 - 1778) + '\157' + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + chr(693 - 643) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(2114 - 2066) + '\157' + chr(0b110001) + '\x31' + chr(0b110101), 43192 - 43184), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(279 - 230) + chr(48) + chr(352 - 302), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010 + 0o145) + '\x36' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(55) + chr(0b100010 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + chr(4465 - 4354) + chr(50) + chr(50) + chr(2012 - 1957), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b10000 + 0o40) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(56 - 5) + chr(0b101011 + 0o6) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(3003 - 2892) + chr(0b110001) + chr(53) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b11101 + 0o30) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1100 + 0o46) + chr(55) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\063' + chr(0b110000), 40305 - 40297), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b1101111) + chr(1399 - 1348) + chr(48) + chr(0b110000 + 0o1), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1100000 + 0o17) + '\063' + '\x33' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(184 - 129), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2801 - 2690) + chr(50) + chr(53) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(210 - 160) + chr(0b11100 + 0o24) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + '\063' + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b110100) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111 + 0o0) + chr(1973 - 1923) + '\x32' + '\067', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(4263 - 4152) + '\x32' + chr(0b110111) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(0b11011 + 0o34), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + chr(52) + chr(414 - 363), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11957 - 11846) + chr(0b110011) + chr(0b110000 + 0o1) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b100110 + 0o111) + '\x37' + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(52) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110100) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(884 - 831) + '\065', 23456 - 23448), ehT0Px3KOsy9(chr(965 - 917) + chr(0b1101111) + chr(0b110011) + chr(50) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(6878 - 6767) + chr(0b110011) + '\062' + '\063', 32235 - 32227), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11010 + 0o30) + chr(54) + chr(0b0 + 0o62), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + chr(50) + chr(306 - 258), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(730 - 680) + '\x37' + chr(0b11 + 0o64), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(53) + chr(92 - 44), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4'), chr(0b1100100) + '\145' + chr(99) + chr(0b1101111) + chr(849 - 749) + chr(0b1100101))(chr(7431 - 7314) + '\x74' + chr(0b1100110) + '\x2d' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def u2cARQyBxw0L(oVre8I6UXc3b, qEEOZdZZaFyI) -> qRxF7OQ0y39T[qRxF7OQ0y39T[M8_cKLkHVB2V]]:
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xdcj\xcfGt'), chr(4687 - 4587) + chr(1852 - 1751) + '\x63' + '\157' + '\x64' + '\145')(chr(3221 - 3104) + chr(12883 - 12767) + '\x66' + chr(45) + chr(0b111000))) <= ehT0Px3KOsy9(chr(1776 - 1728) + chr(0b1101111) + '\x31', ord("\x08")):
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xf3{\xd0Qb%>\x1dW\x95\xfb\x9f\xfb'), chr(4526 - 4426) + chr(101) + chr(0b1100011) + chr(8115 - 8004) + '\144' + chr(0b101100 + 0o71))(chr(117) + chr(0b1001111 + 0o45) + chr(0b1100110) + chr(1811 - 1766) + '\x38'))(qEEOZdZZaFyI)
with lG7EBpleMPZI(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xdcj\xcfGt'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(7181 - 7081) + chr(101))(chr(0b101010 + 0o113) + '\164' + chr(0b1100110) + chr(0b101101) + chr(56)))) as GlnVAPeT6CUe:
return xkxBmo49x2An(xafqLlk3kkUe(GlnVAPeT6CUe, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7\xe2y'), chr(3153 - 3053) + chr(0b1100101) + chr(99) + chr(111) + chr(0b1100100) + '\145')(chr(117) + '\164' + '\146' + chr(45) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x85\xf3{\xd0Qb%>\x1dW\x95\xfb\x9f\xfb'), chr(2661 - 2561) + chr(412 - 311) + '\143' + chr(7185 - 7074) + chr(0b1100100) + chr(7118 - 7017))(chr(6684 - 6567) + chr(0b111001 + 0o73) + chr(9056 - 8954) + chr(0b10101 + 0o30) + chr(2203 - 2147))), G00SZ6M9RhEl(qEEOZdZZaFyI, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb4\xdcj\xcfGt'), chr(8148 - 8048) + chr(0b1100101) + '\x63' + '\x6f' + chr(0b110100 + 0o60) + chr(0b1100101))(chr(0b1101010 + 0o13) + chr(0b1110100) + chr(0b1100110) + '\055' + '\070')))), [])
|
fastai/fastai
|
fastai/text/transform.py
|
Vocab.numericalize
|
def numericalize(self, t:Collection[str]) -> List[int]:
"Convert a list of tokens `t` to their ids."
return [self.stoi[w] for w in t]
|
python
|
def numericalize(self, t:Collection[str]) -> List[int]:
"Convert a list of tokens `t` to their ids."
return [self.stoi[w] for w in t]
|
[
"def",
"numericalize",
"(",
"self",
",",
"t",
":",
"Collection",
"[",
"str",
"]",
")",
"->",
"List",
"[",
"int",
"]",
":",
"return",
"[",
"self",
".",
"stoi",
"[",
"w",
"]",
"for",
"w",
"in",
"t",
"]"
] |
Convert a list of tokens `t` to their ids.
|
[
"Convert",
"a",
"list",
"of",
"tokens",
"t",
"to",
"their",
"ids",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L128-L130
|
train
|
Convert a list of tokens t to their ids.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(0b110011) + '\060' + chr(48), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011010 + 0o25) + chr(1220 - 1171) + chr(51) + chr(49), 52469 - 52461), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(11372 - 11261) + chr(0b110101) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + chr(48) + chr(0b11011 + 0o26), 3664 - 3656), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + '\060' + '\x35', 19190 - 19182), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(50) + chr(0b110010 + 0o1), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011110 + 0o21) + chr(0b11000 + 0o31) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x33' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(1217 - 1169) + chr(9494 - 9383) + '\063', 0b1000), ehT0Px3KOsy9(chr(1708 - 1660) + chr(111) + chr(55) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + '\x34' + chr(0b10001 + 0o37), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(363 - 313) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(960 - 910) + chr(0b101011 + 0o14) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110010) + chr(2667 - 2614) + chr(0b110000), 17691 - 17683), ehT0Px3KOsy9(chr(281 - 233) + chr(111) + '\062' + '\066' + '\064', 49089 - 49081), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(538 - 488) + chr(0b11010 + 0o31) + '\066', 0o10), ehT0Px3KOsy9(chr(84 - 36) + chr(111) + chr(1190 - 1139) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(1664 - 1615), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(0b11000 + 0o32) + chr(390 - 339) + '\x32', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\066' + chr(0b101111 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(1656 - 1608) + chr(0b10111 + 0o130) + '\x33' + chr(579 - 531) + '\x37', 0o10), ehT0Px3KOsy9(chr(48) + chr(3815 - 3704) + '\063' + chr(1021 - 969) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\067' + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(0b1110 + 0o45) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b11110 + 0o121) + chr(0b110001) + chr(0b101101 + 0o11) + chr(1366 - 1314), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(49) + chr(2600 - 2545), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(695 - 646), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(11029 - 10918) + chr(559 - 507), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(53) + chr(0b110110), 7311 - 7303), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b100110 + 0o13) + chr(1818 - 1765), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\157' + chr(0b11001 + 0o31) + '\x31' + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\065' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11101 + 0o26) + '\x36' + chr(0b10110 + 0o35), 20906 - 20898), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(111) + chr(0b110011) + chr(48) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\062' + chr(2380 - 2331) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(600 - 547) + '\066', 8), ehT0Px3KOsy9(chr(1286 - 1238) + '\157' + chr(53) + '\x31', 31057 - 31049), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(0b110001) + chr(52) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111 + 0o0) + chr(0b110100) + '\064', 0o10), ehT0Px3KOsy9(chr(1628 - 1580) + '\157' + chr(1413 - 1362) + '\x34' + '\x31', 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110101) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xee'), '\x64' + '\145' + '\143' + chr(9765 - 9654) + '\144' + chr(0b101000 + 0o75))(chr(0b1110101) + '\164' + '\146' + chr(0b100011 + 0o12) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SVmOq2enrjkY(oVre8I6UXc3b, YeT3l7JgTbWR) -> qRxF7OQ0y39T[ehT0Px3KOsy9]:
return [xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3-B('), chr(100) + '\145' + chr(208 - 109) + chr(111) + '\144' + chr(0b1100101))(chr(0b1110010 + 0o3) + chr(0b1110100) + chr(0b101110 + 0o70) + '\055' + chr(0b111000)))[AOfzRywRzEXp] for AOfzRywRzEXp in YeT3l7JgTbWR]
|
fastai/fastai
|
fastai/text/transform.py
|
Vocab.textify
|
def textify(self, nums:Collection[int], sep=' ') -> List[str]:
"Convert a list of `nums` to their tokens."
return sep.join([self.itos[i] for i in nums]) if sep is not None else [self.itos[i] for i in nums]
|
python
|
def textify(self, nums:Collection[int], sep=' ') -> List[str]:
"Convert a list of `nums` to their tokens."
return sep.join([self.itos[i] for i in nums]) if sep is not None else [self.itos[i] for i in nums]
|
[
"def",
"textify",
"(",
"self",
",",
"nums",
":",
"Collection",
"[",
"int",
"]",
",",
"sep",
"=",
"' '",
")",
"->",
"List",
"[",
"str",
"]",
":",
"return",
"sep",
".",
"join",
"(",
"[",
"self",
".",
"itos",
"[",
"i",
"]",
"for",
"i",
"in",
"nums",
"]",
")",
"if",
"sep",
"is",
"not",
"None",
"else",
"[",
"self",
".",
"itos",
"[",
"i",
"]",
"for",
"i",
"in",
"nums",
"]"
] |
Convert a list of `nums` to their tokens.
|
[
"Convert",
"a",
"list",
"of",
"nums",
"to",
"their",
"tokens",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L132-L134
|
train
|
Convert a list of nums to their tokens.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(50) + chr(1046 - 995) + chr(0b11001 + 0o30), ord("\x08")), ehT0Px3KOsy9(chr(2065 - 2017) + '\157' + '\063' + '\065' + chr(575 - 523), 41552 - 41544), ehT0Px3KOsy9('\060' + chr(3407 - 3296) + chr(0b110011) + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b10010 + 0o37) + chr(1564 - 1511), ord("\x08")), ehT0Px3KOsy9(chr(48 - 0) + '\157' + chr(50) + '\067' + chr(52), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1011000 + 0o27) + chr(0b1100 + 0o45) + chr(0b110011 + 0o3) + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9('\060' + chr(276 - 165) + chr(0b110010) + '\063' + chr(48), 63628 - 63620), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + chr(0b11010 + 0o27) + '\x30' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b110101 + 0o2) + chr(2246 - 2194), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\061' + chr(1012 - 959), 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\x6f' + chr(0b110010 + 0o1) + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(2195 - 2144) + chr(1690 - 1635) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x31' + chr(0b11011 + 0o27) + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x35' + '\x32', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\x31' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(12108 - 11997) + chr(0b110010) + '\064' + chr(0b101000 + 0o10), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(1366 - 1316) + chr(0b110010) + chr(558 - 510), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(111) + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(50) + chr(0b11001 + 0o27) + '\065', 34457 - 34449), ehT0Px3KOsy9('\060' + chr(156 - 45) + chr(1007 - 957) + chr(53), 34790 - 34782), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(195 - 145) + chr(0b100 + 0o62), 19934 - 19926), ehT0Px3KOsy9(chr(212 - 164) + chr(0b1101111) + '\063' + chr(0b110000) + chr(438 - 386), 34299 - 34291), ehT0Px3KOsy9(chr(65 - 17) + '\x6f' + chr(0b110001) + chr(50) + chr(0b11100 + 0o33), 56746 - 56738), ehT0Px3KOsy9('\060' + chr(674 - 563) + chr(0b110111) + chr(0b1000 + 0o50), 20683 - 20675), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b100110 + 0o111) + chr(0b100000 + 0o22) + chr(0b110001) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1699 - 1651) + '\157' + '\063' + chr(0b110101) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(0b110011) + chr(455 - 407) + '\064', 8), ehT0Px3KOsy9(chr(48) + chr(0b11110 + 0o121) + chr(50) + chr(688 - 633) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(242 - 131) + '\x33' + chr(0b110100) + '\067', 32188 - 32180), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + chr(0b100010 + 0o23), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(0b110011) + chr(0b1101 + 0o44), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7730 - 7619) + chr(0b100110 + 0o14) + chr(50) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + '\061' + chr(1008 - 957) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(247 - 199) + chr(0b1101111) + chr(55) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6302 - 6191) + '\063' + chr(653 - 601) + chr(0b110111), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b100010 + 0o20) + '\065' + chr(371 - 318), 4427 - 4419), ehT0Px3KOsy9(chr(2227 - 2179) + '\157' + chr(0b110110) + chr(1792 - 1739), 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b111001 + 0o66) + chr(49) + chr(0b0 + 0o64) + chr(2212 - 2161), 0b1000), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(1395 - 1346) + '\x32' + chr(0b110100 + 0o0), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + chr(0b110101) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb7'), chr(0b110100 + 0o60) + chr(0b1001 + 0o134) + chr(99) + '\x6f' + '\x64' + chr(2374 - 2273))(chr(0b1110101) + chr(7741 - 7625) + '\146' + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SU7HexggXshX(oVre8I6UXc3b, uHU1bo3VtG7b, eGBFOC5iqFhU=xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9'), '\x64' + chr(101) + '\x63' + chr(0b1101111) + chr(5058 - 4958) + '\145')(chr(0b11011 + 0o132) + chr(0b1100011 + 0o21) + chr(0b1010 + 0o134) + chr(0b101101) + chr(0b111000))) -> qRxF7OQ0y39T[M8_cKLkHVB2V]:
return xafqLlk3kkUe(eGBFOC5iqFhU, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf3\x83\x83\xa3'), chr(3916 - 3816) + '\145' + '\143' + chr(0b1101111) + chr(0b110100 + 0o60) + chr(101))(chr(117) + chr(116) + chr(102) + '\055' + chr(56)))([xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x98\x85\xbe'), chr(100) + '\x65' + '\143' + '\x6f' + '\x64' + chr(0b1100101))('\165' + '\164' + '\146' + chr(1684 - 1639) + chr(1854 - 1798)))[WVxHKyX45z_L] for WVxHKyX45z_L in uHU1bo3VtG7b]) if eGBFOC5iqFhU is not None else [xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf0\x98\x85\xbe'), chr(0b1100100) + chr(101) + chr(99) + '\157' + chr(0b1001001 + 0o33) + '\x65')('\165' + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b11 + 0o65)))[WVxHKyX45z_L] for WVxHKyX45z_L in uHU1bo3VtG7b]
|
fastai/fastai
|
fastai/text/transform.py
|
Vocab.create
|
def create(cls, tokens:Tokens, max_vocab:int, min_freq:int) -> 'Vocab':
"Create a vocabulary from a set of `tokens`."
freq = Counter(p for o in tokens for p in o)
itos = [o for o,c in freq.most_common(max_vocab) if c >= min_freq]
for o in reversed(defaults.text_spec_tok):
if o in itos: itos.remove(o)
itos.insert(0, o)
return cls(itos)
|
python
|
def create(cls, tokens:Tokens, max_vocab:int, min_freq:int) -> 'Vocab':
"Create a vocabulary from a set of `tokens`."
freq = Counter(p for o in tokens for p in o)
itos = [o for o,c in freq.most_common(max_vocab) if c >= min_freq]
for o in reversed(defaults.text_spec_tok):
if o in itos: itos.remove(o)
itos.insert(0, o)
return cls(itos)
|
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] |
Create a vocabulary from a set of `tokens`.
|
[
"Create",
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"vocabulary",
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"tokens",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L148-L155
|
train
|
Create a vocabulary from a set of tokens.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b110001) + '\x30' + chr(0b110000), 55195 - 55187), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(53) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(9017 - 8906) + chr(49) + chr(0b11000 + 0o30) + '\x35', 0b1000), ehT0Px3KOsy9('\x30' + chr(4785 - 4674) + '\x32' + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101110 + 0o5) + chr(0b110101) + chr(2032 - 1978), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110110) + chr(1755 - 1705), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11101 + 0o26) + chr(0b11010 + 0o27) + '\062', 65379 - 65371), ehT0Px3KOsy9('\x30' + chr(0b111011 + 0o64) + chr(803 - 752) + chr(0b110000) + '\065', 0o10), ehT0Px3KOsy9(chr(2278 - 2230) + '\157' + chr(344 - 295) + '\061' + chr(53), 7025 - 7017), ehT0Px3KOsy9('\060' + '\157' + chr(2196 - 2145) + chr(0b100101 + 0o16) + chr(0b100111 + 0o11), ord("\x08")), ehT0Px3KOsy9(chr(1080 - 1032) + chr(0b1101111) + '\062' + chr(0b101010 + 0o14) + chr(1307 - 1259), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\061' + chr(474 - 420) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(49) + '\061' + '\067', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(141 - 86) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(670 - 622) + chr(111) + chr(332 - 282) + chr(55) + '\064', 0o10), ehT0Px3KOsy9(chr(2066 - 2018) + '\x6f' + chr(50) + '\x32' + chr(0b111 + 0o51), 0b1000), ehT0Px3KOsy9(chr(1729 - 1681) + '\x6f' + chr(351 - 301) + chr(2157 - 2102) + chr(515 - 464), 0o10), ehT0Px3KOsy9(chr(74 - 26) + '\x6f' + '\062' + chr(0b10000 + 0o44) + chr(1564 - 1514), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110010) + chr(49) + '\064', 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(1214 - 1165) + chr(54) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b110010) + chr(765 - 714) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110100 + 0o73) + chr(51) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(10553 - 10442) + '\x31' + chr(55) + chr(1328 - 1276), 23262 - 23254), ehT0Px3KOsy9(chr(538 - 490) + chr(0b101011 + 0o104) + '\x33' + chr(1832 - 1779) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(635 - 587) + chr(0b1001 + 0o146) + '\063' + chr(0b110111), 16431 - 16423), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b10110 + 0o35) + chr(0b100101 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(714 - 603) + '\x36' + chr(1182 - 1128), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101011 + 0o6) + chr(49) + chr(1372 - 1318), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10011 + 0o36) + chr(55) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + '\157' + chr(49) + chr(0b110110) + chr(0b11110 + 0o30), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + '\063' + '\065', 0b1000), ehT0Px3KOsy9(chr(1109 - 1061) + '\x6f' + chr(0b110011) + chr(0b110001), 13320 - 13312), ehT0Px3KOsy9('\060' + chr(0b11100 + 0o123) + '\x33' + '\061' + chr(53), 35953 - 35945), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(50) + '\061' + '\064', 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + chr(2584 - 2533) + chr(0b100100 + 0o15) + '\065', 8), ehT0Px3KOsy9(chr(170 - 122) + '\157' + chr(0b110011) + chr(0b110011) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(53) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(824 - 776) + chr(9504 - 9393) + '\063' + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + chr(387 - 336) + '\065', 8), ehT0Px3KOsy9(chr(944 - 896) + chr(0b1101111) + '\061' + chr(55) + chr(0b110001), 4750 - 4742)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(0b10100 + 0o41) + chr(0b11110 + 0o22), 36904 - 36896)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'n'), chr(0b1100100) + chr(101) + chr(0b1100011) + '\157' + chr(100) + '\x65')(chr(117) + chr(116) + '\x66' + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zXm8hKpI6bmL(NSstowUUZlxS, Sz7tXxaCGqJ1, hzqlhMgV0BHy, ctbXGxB825kA) -> xafqLlk3kkUe(SXOLrMavuUCe(b'\x16\x81&q\x8c'), chr(0b110101 + 0o57) + '\145' + chr(0b101010 + 0o71) + chr(111) + chr(100) + '\x65')(chr(5669 - 5552) + chr(0b1110100) + chr(0b110010 + 0o64) + chr(45) + chr(0b111000)):
ha8aTvyciPGb = T75YCkBBa7BE((UyakMW2IMFEj for gb6ab8SSTLgq in Sz7tXxaCGqJ1 for UyakMW2IMFEj in gb6ab8SSTLgq))
SJfesrG_dn4E = [gb6ab8SSTLgq for (gb6ab8SSTLgq, qzn1Ctg9WgNh) in ha8aTvyciPGb.most_common(hzqlhMgV0BHy) if qzn1Ctg9WgNh >= ctbXGxB825kA]
for gb6ab8SSTLgq in RFiwrCZH9Ie6(xafqLlk3kkUe(sRkYTJirQlN8, xafqLlk3kkUe(SXOLrMavuUCe(b'4\x8b=d\xb1\x81\xba\xa0.\x87\xc4\x1e$'), '\144' + '\145' + chr(9618 - 9519) + '\x6f' + chr(636 - 536) + chr(101))(chr(7563 - 7446) + chr(116) + chr(0b1100110) + chr(0b11110 + 0o17) + '\070'))):
if gb6ab8SSTLgq in SJfesrG_dn4E:
xafqLlk3kkUe(SJfesrG_dn4E, xafqLlk3kkUe(SXOLrMavuUCe(b'2\x8b(\x7f\x98\x97'), chr(0b1100100) + chr(4765 - 4664) + chr(99) + '\157' + '\144' + chr(0b1100101))('\165' + chr(0b1001001 + 0o53) + '\146' + chr(1117 - 1072) + chr(0b1111 + 0o51)))(gb6ab8SSTLgq)
xafqLlk3kkUe(SJfesrG_dn4E, xafqLlk3kkUe(SXOLrMavuUCe(b')\x806u\x9c\x86'), chr(0b1001010 + 0o32) + '\145' + chr(0b100 + 0o137) + chr(111) + '\144' + chr(101))(chr(11762 - 11645) + chr(0b100101 + 0o117) + '\146' + chr(0b101010 + 0o3) + chr(56)))(ehT0Px3KOsy9(chr(0b110000) + '\157' + '\060', 36198 - 36190), gb6ab8SSTLgq)
return NSstowUUZlxS(SJfesrG_dn4E)
|
fastai/fastai
|
fastai/text/transform.py
|
Vocab.load
|
def load(cls, path):
"Load the `Vocab` contained in `path`"
itos = pickle.load(open(path, 'rb'))
return cls(itos)
|
python
|
def load(cls, path):
"Load the `Vocab` contained in `path`"
itos = pickle.load(open(path, 'rb'))
return cls(itos)
|
[
"def",
"load",
"(",
"cls",
",",
"path",
")",
":",
"itos",
"=",
"pickle",
".",
"load",
"(",
"open",
"(",
"path",
",",
"'rb'",
")",
")",
"return",
"cls",
"(",
"itos",
")"
] |
Load the `Vocab` contained in `path`
|
[
"Load",
"the",
"Vocab",
"contained",
"in",
"path"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/transform.py#L158-L161
|
train
|
Load the Vocab contained in 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(0b101011 + 0o5) + '\157' + chr(51) + chr(0b110011) + '\062', 3997 - 3989), ehT0Px3KOsy9(chr(1866 - 1818) + '\x6f' + '\062' + chr(0b110000) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(10826 - 10715) + chr(804 - 755) + chr(558 - 507) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(5965 - 5854) + chr(51) + chr(0b110110) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(6175 - 6064) + '\x31' + chr(0b11111 + 0o23) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(1851 - 1803) + chr(0b1110 + 0o141) + chr(51) + '\067' + chr(2153 - 2100), ord("\x08")), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\x33' + chr(1638 - 1589) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(1020 - 969) + '\x36', 8), ehT0Px3KOsy9(chr(0b10010 + 0o36) + '\157' + chr(0b101010 + 0o10) + '\x34' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b111 + 0o150) + '\063' + '\065' + chr(0b100011 + 0o23), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(336 - 285) + '\067' + '\x30', 40644 - 40636), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + chr(0b110100) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(9984 - 9873) + chr(0b101111 + 0o3), 26234 - 26226), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(0b1101111) + chr(0b110110) + chr(0b10101 + 0o33), 32853 - 32845), ehT0Px3KOsy9(chr(48) + chr(4135 - 4024) + '\x33' + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(53) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\067' + chr(1179 - 1131), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110100 + 0o3), 39710 - 39702), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + '\066' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + chr(49) + chr(501 - 449) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(91 - 38) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(1164 - 1114) + chr(0b110011) + '\x37', 35036 - 35028), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + chr(1610 - 1555), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + '\157' + chr(1457 - 1408) + '\x34' + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b11110 + 0o23) + chr(1820 - 1770), ord("\x08")), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b100 + 0o153) + chr(2426 - 2375) + '\x36' + chr(0b110011), 44759 - 44751), ehT0Px3KOsy9(chr(198 - 150) + '\x6f' + '\x31' + chr(0b101100 + 0o13) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(49) + chr(0b110100) + chr(2723 - 2669), 0b1000), ehT0Px3KOsy9(chr(799 - 751) + chr(0b1101111) + chr(0b101111 + 0o3) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(553 - 505) + chr(0b1101111) + chr(0b11 + 0o61) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + chr(340 - 291) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110111) + chr(424 - 371), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b11111 + 0o120) + chr(0b11001 + 0o32) + chr(1220 - 1168) + chr(2144 - 2090), 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + '\066' + chr(1852 - 1804), 8), ehT0Px3KOsy9(chr(0b110000) + chr(380 - 269) + chr(0b101011 + 0o7) + '\x30' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + '\061' + chr(0b110110) + '\x37', 0b1000), ehT0Px3KOsy9(chr(1141 - 1093) + '\x6f' + chr(0b110010) + chr(0b110001) + chr(48), 11856 - 11848), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(2117 - 2068) + chr(0b110001) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(216 - 165) + chr(0b110010) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100100 + 0o13) + chr(51) + chr(0b110100) + '\065', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11101 + 0o30) + chr(1072 - 1024), 64670 - 64662)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4'), chr(0b1100100) + '\145' + '\143' + '\x6f' + chr(0b111000 + 0o54) + '\x65')('\x75' + chr(0b100010 + 0o122) + chr(102) + '\055' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mxtdQMeiwJZJ(NSstowUUZlxS, EaCjyhZptSer):
SJfesrG_dn4E = b1Ng5DsPF9ZY.mxtdQMeiwJZJ(_fwkIVCGgtAN(EaCjyhZptSer, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa8\xe0'), '\144' + chr(8362 - 8261) + '\x63' + chr(0b1101111) + chr(0b1100001 + 0o3) + chr(101))(chr(0b11011 + 0o132) + '\x74' + chr(0b1100110) + chr(0b100101 + 0o10) + chr(56))))
return NSstowUUZlxS(SJfesrG_dn4E)
|
fastai/fastai
|
old/fastai/sgdr.py
|
LossRecorder.plot_loss
|
def plot_loss(self, n_skip=10, n_skip_end=5):
'''
plots loss function as function of iterations.
When used in Jupyternotebook, plot will be displayed in notebook. Else, plot will be displayed in console and both plot and loss are saved in save_path.
'''
if not in_ipynb(): plt.switch_backend('agg')
plt.plot(self.iterations[n_skip:-n_skip_end], self.losses[n_skip:-n_skip_end])
if not in_ipynb():
plt.savefig(os.path.join(self.save_path, 'loss_plot.png'))
np.save(os.path.join(self.save_path, 'losses.npy'), self.losses[10:])
|
python
|
def plot_loss(self, n_skip=10, n_skip_end=5):
'''
plots loss function as function of iterations.
When used in Jupyternotebook, plot will be displayed in notebook. Else, plot will be displayed in console and both plot and loss are saved in save_path.
'''
if not in_ipynb(): plt.switch_backend('agg')
plt.plot(self.iterations[n_skip:-n_skip_end], self.losses[n_skip:-n_skip_end])
if not in_ipynb():
plt.savefig(os.path.join(self.save_path, 'loss_plot.png'))
np.save(os.path.join(self.save_path, 'losses.npy'), self.losses[10:])
|
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] |
plots loss function as function of iterations.
When used in Jupyternotebook, plot will be displayed in notebook. Else, plot will be displayed in console and both plot and loss are saved in save_path.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/sgdr.py#L100-L109
|
train
|
Plots loss function as function of iterations.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(1362 - 1311) + '\x37' + '\063', 44811 - 44803), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(50) + chr(1881 - 1831) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(0b100 + 0o56) + '\061' + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(49) + chr(0b10111 + 0o36) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(0b110011) + chr(0b10101 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(49) + '\x37' + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\x32' + chr(0b110011 + 0o3), 0o10), ehT0Px3KOsy9(chr(48) + chr(8612 - 8501) + chr(628 - 579) + '\x37' + '\x31', 64603 - 64595), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(111) + chr(49) + chr(0b101011 + 0o10) + chr(0b100100 + 0o15), 0b1000), ehT0Px3KOsy9(chr(735 - 687) + chr(6949 - 6838) + chr(0b110010) + chr(0b110101) + '\064', 24503 - 24495), ehT0Px3KOsy9(chr(48) + chr(0b110000 + 0o77) + chr(1487 - 1437) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + '\062' + chr(52), 23693 - 23685), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(2385 - 2335) + chr(1568 - 1519), 0b1000), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101001 + 0o6) + '\062' + chr(55) + chr(0b110110 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(1217 - 1169) + '\157' + '\062' + '\064' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b100010 + 0o17) + chr(775 - 723) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\066' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(2297 - 2186) + chr(0b110001) + chr(0b1001 + 0o54) + '\065', 45045 - 45037), ehT0Px3KOsy9(chr(48) + chr(3604 - 3493) + '\x33' + chr(0b100110 + 0o12) + chr(0b11100 + 0o26), 0o10), ehT0Px3KOsy9(chr(1907 - 1859) + chr(0b101011 + 0o104) + chr(0b110010) + '\060' + chr(735 - 683), 0o10), ehT0Px3KOsy9('\060' + chr(2291 - 2180) + '\063' + chr(2128 - 2077) + chr(0b100101 + 0o17), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\062' + chr(0b10001 + 0o37), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(1914 - 1863) + chr(54) + chr(0b11100 + 0o26), 15743 - 15735), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11000 + 0o32) + '\x31' + chr(1736 - 1684), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(2139 - 2088) + chr(0b10101 + 0o41), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110010) + '\061', 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(51) + chr(1732 - 1682) + chr(0b1001 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10001 + 0o42) + chr(0b10000 + 0o44) + '\060', 30952 - 30944), ehT0Px3KOsy9(chr(2022 - 1974) + chr(111) + chr(0b101100 + 0o13) + '\x31', 0o10), ehT0Px3KOsy9(chr(1410 - 1362) + chr(0b1010101 + 0o32) + chr(51) + chr(55) + '\x31', 0b1000), ehT0Px3KOsy9(chr(320 - 272) + chr(0b100100 + 0o113) + chr(51) + chr(52) + chr(55), 53743 - 53735), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\066' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101001 + 0o10) + chr(0b101010 + 0o10) + chr(0b111 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010110 + 0o31) + '\063' + chr(48) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2615 - 2504) + '\062' + chr(0b110101) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(2000 - 1952) + chr(0b1101111) + chr(50) + chr(0b100001 + 0o26) + chr(0b101001 + 0o10), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1 + 0o61) + '\060' + chr(0b110011 + 0o1), 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101111 + 0o3) + chr(1351 - 1302) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101000 + 0o13) + '\061' + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(2224 - 2176) + chr(111) + '\x32' + chr(50) + chr(0b110101), 51510 - 51502)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(1936 - 1825) + chr(904 - 851) + '\x30', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd5'), chr(100) + '\x65' + chr(1514 - 1415) + chr(0b10110 + 0o131) + '\x64' + chr(0b110010 + 0o63))('\x75' + '\164' + chr(0b1100110) + chr(0b1000 + 0o45) + chr(1895 - 1839)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def p23qJOs2of4m(oVre8I6UXc3b, Ur2dPpPrucmK=ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\x31' + chr(1197 - 1147), 0o10), I4LzVdYx72NX=ehT0Px3KOsy9(chr(48) + chr(11218 - 11107) + chr(1769 - 1716), 0b1000)):
if not hBBnBJYK2UIb():
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xe7\xe2\x1d\xbd\x16\xc9\x1b8\xcf\x7f\xf1\x7f\xda'), chr(0b1011000 + 0o14) + chr(0b1 + 0o144) + chr(3931 - 3832) + '\157' + chr(0b1100100) + '\x65')(chr(0b1001000 + 0o55) + '\x74' + chr(0b1100110) + '\055' + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9a\xf7\xec'), chr(0b1000 + 0o134) + chr(7131 - 7030) + '\x63' + '\x6f' + chr(0b1100100) + chr(101))('\x75' + '\164' + chr(5411 - 5309) + '\055' + chr(56)))
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xfc\xe4\x1d'), chr(0b1100100) + chr(5564 - 5463) + chr(0b110100 + 0o57) + '\x6f' + chr(0b1100100) + '\145')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\xe4\xee\x1b\xbf\n\xff\x167\xdf'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1010111 + 0o15) + chr(101))(chr(0b1110101) + chr(116) + chr(0b1100110) + chr(0b11100 + 0o21) + '\070'))[Ur2dPpPrucmK:-I4LzVdYx72NX], xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xff\xf8\x1a\xbb\r'), '\x64' + '\x65' + chr(5273 - 5174) + chr(0b100111 + 0o110) + chr(0b1100100) + chr(0b100001 + 0o104))(chr(7811 - 7694) + chr(116) + chr(0b1100110) + chr(1189 - 1144) + chr(56)))[Ur2dPpPrucmK:-I4LzVdYx72NX])
if not hBBnBJYK2UIb():
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xf1\xfd\x0c\xb8\x17\xf1'), chr(100) + '\x65' + chr(0b1100011) + chr(111) + chr(4146 - 4046) + chr(3907 - 3806))(chr(0b1100101 + 0o20) + chr(0b1110100) + chr(0b1100110) + chr(0b100001 + 0o14) + chr(0b100110 + 0o22)))(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xff\xe2\x07'), '\144' + '\x65' + chr(0b1100011) + chr(0b10100 + 0o133) + chr(0b1100100) + chr(3201 - 3100))(chr(117) + '\164' + chr(102) + chr(1389 - 1344) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xf1\xfd\x0c\x81\x0e\xf7\r1'), chr(0b111110 + 0o46) + chr(0b11000 + 0o115) + chr(0b1000111 + 0o34) + '\x6f' + chr(0b1100100) + '\x65')(chr(117) + chr(5183 - 5067) + '\x66' + chr(45) + chr(0b10111 + 0o41))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xff\xf8\x1a\x81\x0e\xfa\x16-\x82d\xfav'), chr(3283 - 3183) + '\145' + chr(8798 - 8699) + '\x6f' + chr(159 - 59) + '\145')('\165' + chr(116) + chr(102) + chr(45) + '\x38')))
xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xf1\xfd\x0c'), chr(0b1100100) + '\145' + chr(6425 - 6326) + '\157' + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1111 + 0o145) + chr(0b1100110) + chr(0b10001 + 0o34) + chr(386 - 330)))(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xff\xe2\x07'), chr(6998 - 6898) + '\x65' + chr(369 - 270) + chr(0b1001001 + 0o46) + chr(0b1001000 + 0o34) + chr(0b10011 + 0o122))(chr(0b1000000 + 0o65) + chr(5594 - 5478) + chr(0b1100110 + 0o0) + chr(45) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x88\xf1\xfd\x0c\x81\x0e\xf7\r1'), chr(0b1100100) + chr(4588 - 4487) + '\x63' + chr(12212 - 12101) + chr(3100 - 3000) + '\x65')('\x75' + '\164' + '\146' + '\x2d' + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xff\xf8\x1a\xbb\r\xb8\x17)\xd5'), '\144' + chr(0b1100101) + '\143' + chr(0b111111 + 0o60) + '\x64' + chr(0b1001110 + 0o27))('\x75' + '\x74' + '\x66' + chr(0b101101) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x97\xff\xf8\x1a\xbb\r'), chr(2970 - 2870) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(571 - 471) + chr(101))('\x75' + chr(0b11101 + 0o127) + chr(0b1100110) + chr(0b101101) + chr(56)))[ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(0b1101000 + 0o7) + chr(0b110001) + chr(0b100100 + 0o16), 8):])
|
fastai/fastai
|
old/fastai/sgdr.py
|
LossRecorder.plot_lr
|
def plot_lr(self):
'''Plots learning rate in jupyter notebook or console, depending on the enviroment of the learner.'''
if not in_ipynb():
plt.switch_backend('agg')
if self.record_mom:
fig, axs = plt.subplots(1,2,figsize=(12,4))
for i in range(0,2): axs[i].set_xlabel('iterations')
axs[0].set_ylabel('learning rate')
axs[1].set_ylabel('momentum')
axs[0].plot(self.iterations,self.lrs)
axs[1].plot(self.iterations,self.momentums)
else:
plt.xlabel("iterations")
plt.ylabel("learning rate")
plt.plot(self.iterations, self.lrs)
if not in_ipynb():
plt.savefig(os.path.join(self.save_path, 'lr_plot.png'))
|
python
|
def plot_lr(self):
'''Plots learning rate in jupyter notebook or console, depending on the enviroment of the learner.'''
if not in_ipynb():
plt.switch_backend('agg')
if self.record_mom:
fig, axs = plt.subplots(1,2,figsize=(12,4))
for i in range(0,2): axs[i].set_xlabel('iterations')
axs[0].set_ylabel('learning rate')
axs[1].set_ylabel('momentum')
axs[0].plot(self.iterations,self.lrs)
axs[1].plot(self.iterations,self.momentums)
else:
plt.xlabel("iterations")
plt.ylabel("learning rate")
plt.plot(self.iterations, self.lrs)
if not in_ipynb():
plt.savefig(os.path.join(self.save_path, 'lr_plot.png'))
|
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] |
Plots learning rate in jupyter notebook or console, depending on the enviroment of the learner.
|
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"notebook",
"or",
"console",
"depending",
"on",
"the",
"enviroment",
"of",
"the",
"learner",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/sgdr.py#L111-L127
|
train
|
Plots learning rate in jupyter notebook or console depending on the enviroment of the learner.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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) + '\x30' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110011) + chr(0b1101 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(0b110011) + chr(1528 - 1476), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + '\x30' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + '\067' + chr(586 - 538), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(963 - 915) + chr(203 - 92) + chr(49) + chr(49) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1000000 + 0o57) + chr(49) + '\x32' + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + chr(51) + chr(53) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + chr(0b110101) + chr(2294 - 2241), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100110 + 0o111) + '\x31' + '\x35' + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(55) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(3572 - 3461) + chr(0b110011) + '\062' + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + '\x37' + chr(1506 - 1454), 0o10), ehT0Px3KOsy9(chr(2280 - 2232) + chr(111) + chr(0b110011) + '\067' + chr(0b110111), 889 - 881), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b0 + 0o61) + '\x35' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\065' + chr(0b110001), 25879 - 25871), ehT0Px3KOsy9('\x30' + chr(0b11011 + 0o124) + chr(0b11111 + 0o23) + chr(1009 - 955) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(53) + chr(2504 - 2452), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101101 + 0o4) + chr(0b11011 + 0o34) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b110111) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\x31', 0b1000), ehT0Px3KOsy9(chr(1023 - 975) + chr(0b1001000 + 0o47) + chr(0b10 + 0o61) + '\x37' + chr(1641 - 1593), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1008 - 958) + chr(1113 - 1062) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(313 - 264) + '\x34' + chr(53), 0b1000), ehT0Px3KOsy9(chr(279 - 231) + chr(9282 - 9171) + '\x31' + chr(49) + '\x31', 0b1000), ehT0Px3KOsy9(chr(2109 - 2061) + '\x6f' + chr(51) + '\x30' + chr(0b110110), 59766 - 59758), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(1497 - 1386) + chr(0b110111) + '\061', 0o10), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b100101 + 0o112) + chr(323 - 271) + '\061', 0o10), ehT0Px3KOsy9(chr(1820 - 1772) + chr(0b1101111) + chr(1992 - 1942) + chr(55) + chr(0b1101 + 0o50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10 + 0o60) + chr(971 - 917) + chr(0b11110 + 0o22), 0o10), ehT0Px3KOsy9(chr(48) + chr(1997 - 1886) + chr(0b110001) + chr(0b110000) + chr(0b110111), 21676 - 21668), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b11 + 0o57) + chr(0b11110 + 0o30), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110110) + chr(1476 - 1425), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b11100 + 0o123) + chr(0b1100 + 0o46) + chr(0b110010) + chr(0b1 + 0o62), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(316 - 267) + '\x36' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\067' + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010110 + 0o31) + '\x33' + chr(0b11 + 0o57) + chr(53), 39580 - 39572), ehT0Px3KOsy9('\x30' + chr(1443 - 1332) + chr(0b110111) + chr(0b110000), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(53) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'n'), '\144' + chr(0b1100101) + chr(2511 - 2412) + chr(0b1011000 + 0o27) + chr(0b1100100) + chr(2268 - 2167))(chr(0b1000 + 0o155) + chr(116) + chr(0b1100101 + 0o1) + chr(0b10010 + 0o33) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eQsksU983x1K(oVre8I6UXc3b):
if not hBBnBJYK2UIb():
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'3\xe9\xb5\xb5fPk-6\x8eF\x0c\xd1\xb2'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\157' + chr(2003 - 1903) + '\145')(chr(0b1110101) + chr(116) + '\x66' + chr(45) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'!\xf9\xbb'), chr(100) + chr(8900 - 8799) + chr(7373 - 7274) + '\x6f' + chr(3305 - 3205) + chr(0b111100 + 0o51))('\x75' + '\x74' + chr(406 - 304) + '\055' + chr(0b11111 + 0o31)))
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'2\xfb\xbf\xaew\\k"8\x80'), chr(0b1100100) + '\145' + '\x63' + '\157' + '\x64' + chr(101))(chr(117) + chr(116) + chr(0b1000011 + 0o43) + chr(1973 - 1928) + '\x38')):
(IPypcZ53eNRW, EBqJMo0Clm_g) = eRubm8FH879n.subplots(ehT0Px3KOsy9('\060' + '\157' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32', 21373 - 21365), figsize=(ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b111 + 0o55), 27581 - 27573), ehT0Px3KOsy9('\060' + '\157' + '\x34', ord("\x08"))))
for WVxHKyX45z_L in vQr8gNKaIaWE(ehT0Px3KOsy9(chr(48) + '\157' + chr(1750 - 1702), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062', 8)):
xafqLlk3kkUe(EBqJMo0Clm_g[WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'3\xfb\xa8\x9e}TU-2\x81'), chr(0b111111 + 0o45) + chr(2872 - 2771) + '\x63' + '\157' + '\x64' + chr(0b1001101 + 0o30))('\165' + chr(0b1010001 + 0o43) + '\x66' + '\055' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b')\xea\xb9\xb3dL] 9\x9e'), chr(0b1100100) + chr(8396 - 8295) + '\143' + chr(677 - 566) + chr(0b1100100) + chr(2725 - 2624))(chr(0b11111 + 0o126) + chr(0b1110011 + 0o1) + chr(3627 - 3525) + '\x2d' + chr(56)))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(48) + chr(2443 - 2332) + chr(48), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'3\xfb\xa8\x9e|TU-2\x81'), '\144' + chr(0b1100101) + chr(3205 - 3106) + chr(0b1101111) + chr(100) + '\x65')('\165' + chr(116) + '\x66' + chr(259 - 214) + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b',\xfb\xbd\xb3kQZ(w\x9fL\x1d\xda'), chr(2409 - 2309) + '\145' + chr(0b1100011) + chr(0b1101111) + chr(0b1100001 + 0o3) + chr(8034 - 7933))('\165' + chr(1571 - 1455) + chr(0b110110 + 0o60) + chr(1987 - 1942) + chr(460 - 404)))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101001 + 0o6) + chr(1708 - 1659), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'3\xfb\xa8\x9e|TU-2\x81'), chr(0b101011 + 0o71) + chr(101) + chr(99) + chr(0b1101111) + chr(0b11111 + 0o105) + chr(101))(chr(9107 - 8990) + chr(0b1110100) + '\146' + chr(45) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b'-\xf1\xb1\xa4kLA"'), chr(4830 - 4730) + chr(0b101100 + 0o71) + chr(0b1100011) + chr(8600 - 8489) + chr(100) + '\x65')('\x75' + '\x74' + chr(0b10010 + 0o124) + chr(45) + chr(56)))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110000), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'0\xf2\xb3\xb5'), '\x64' + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(0b1100011 + 0o1) + chr(101))(chr(117) + '\x74' + chr(0b1100110) + chr(45) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b')\xea\xb9\xb3dL] 9\x9e'), '\x64' + chr(4771 - 4670) + chr(0b1100011) + '\x6f' + '\144' + chr(101))(chr(117) + '\x74' + '\146' + '\x2d' + chr(0b100110 + 0o22))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b',\xec\xaf'), chr(100) + chr(3692 - 3591) + '\x63' + '\157' + '\144' + chr(0b1100101))('\165' + '\164' + '\x66' + chr(0b11011 + 0o22) + '\070')))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001), 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'0\xf2\xb3\xb5'), '\x64' + chr(9694 - 9593) + chr(0b1010010 + 0o21) + chr(5163 - 5052) + chr(1941 - 1841) + chr(6971 - 6870))(chr(0b11101 + 0o130) + chr(0b11001 + 0o133) + chr(102) + chr(1006 - 961) + chr(0b111000)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b')\xea\xb9\xb3dL] 9\x9e'), chr(0b10011 + 0o121) + chr(0b10000 + 0o125) + chr(0b1100011) + chr(7782 - 7671) + chr(1938 - 1838) + '\145')(chr(117) + '\164' + chr(102) + '\055' + chr(716 - 660))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'-\xf1\xb1\xa4kLA"$'), chr(0b1100001 + 0o3) + chr(5653 - 5552) + chr(0b101001 + 0o72) + chr(0b1101111) + '\x64' + '\x65')('\x75' + chr(0b1110100) + chr(0b10111 + 0o117) + chr(0b101101) + chr(0b111000))))
else:
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'8\xf2\xbd\xa3`T'), chr(5163 - 5063) + chr(101) + chr(0b1011000 + 0o13) + chr(111) + '\x64' + chr(0b1100 + 0o131))(chr(0b1100011 + 0o22) + chr(0b100010 + 0o122) + chr(8293 - 8191) + chr(0b101101) + chr(0b110011 + 0o5)))(xafqLlk3kkUe(SXOLrMavuUCe(b')\xea\xb9\xb3dL] 9\x9e'), chr(0b1100100) + '\x65' + chr(0b111000 + 0o53) + chr(0b1011011 + 0o24) + chr(8520 - 8420) + chr(491 - 390))(chr(4969 - 4852) + chr(0b1101001 + 0o13) + '\x66' + '\x2d' + chr(2121 - 2065)))
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'9\xf2\xbd\xa3`T'), '\144' + chr(0b1100101) + '\143' + '\157' + chr(0b111101 + 0o47) + '\145')(chr(0b1110101) + '\164' + chr(0b1100110) + chr(1711 - 1666) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b',\xfb\xbd\xb3kQZ(w\x9fL\x1d\xda'), chr(100) + chr(0b111100 + 0o51) + chr(3597 - 3498) + chr(0b10100 + 0o133) + '\144' + chr(101))(chr(0b1101011 + 0o12) + chr(116) + chr(102) + chr(0b1001 + 0o44) + chr(943 - 887)))
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'0\xf2\xb3\xb5'), chr(100) + chr(0b11100 + 0o111) + chr(6845 - 6746) + '\x6f' + '\144' + chr(101))(chr(0b1000110 + 0o57) + chr(116) + '\x66' + chr(205 - 160) + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b')\xea\xb9\xb3dL] 9\x9e'), chr(0b1010111 + 0o15) + chr(0b1100101) + chr(99) + chr(6849 - 6738) + chr(0b1100100) + chr(9600 - 9499))(chr(9856 - 9739) + '\x74' + chr(0b101001 + 0o75) + chr(0b100 + 0o51) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b',\xec\xaf'), '\144' + chr(0b11001 + 0o114) + chr(99) + chr(111) + '\x64' + chr(101))(chr(117) + '\x74' + chr(102) + '\055' + '\x38')))
if not hBBnBJYK2UIb():
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'3\xff\xaa\xa4cQS'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b11010 + 0o125) + '\144' + '\145')('\x75' + chr(116) + '\146' + chr(45) + chr(0b111000)))(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'*\xf1\xb5\xaf'), chr(8189 - 8089) + chr(0b110000 + 0o65) + chr(0b1100011) + chr(9948 - 9837) + chr(0b1100100) + chr(7860 - 7759))('\x75' + chr(116) + chr(0b1100110) + chr(45) + chr(1972 - 1916)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'3\xff\xaa\xa4ZHU;?'), chr(0b101101 + 0o67) + chr(0b110 + 0o137) + '\x63' + chr(0b1010010 + 0o35) + '\144' + '\145')(chr(117) + chr(0b1110001 + 0o3) + chr(102) + chr(0b101101) + chr(0b111000))), xafqLlk3kkUe(SXOLrMavuUCe(b",\xec\x83\xb1iW@a'\x83J"), '\x64' + chr(0b1100101) + chr(4811 - 4712) + chr(0b10100 + 0o133) + '\144' + '\x65')('\165' + chr(0b100100 + 0o120) + chr(1922 - 1820) + '\x2d' + chr(56))))
|
fastai/fastai
|
old/fastai/sgdr.py
|
LR_Finder.plot
|
def plot(self, n_skip=10, n_skip_end=5):
'''
Plots the loss function with respect to learning rate, in log scale.
'''
plt.ylabel("validation loss")
plt.xlabel("learning rate (log scale)")
plt.plot(self.lrs[n_skip:-(n_skip_end+1)], self.losses[n_skip:-(n_skip_end+1)])
plt.xscale('log')
|
python
|
def plot(self, n_skip=10, n_skip_end=5):
'''
Plots the loss function with respect to learning rate, in log scale.
'''
plt.ylabel("validation loss")
plt.xlabel("learning rate (log scale)")
plt.plot(self.lrs[n_skip:-(n_skip_end+1)], self.losses[n_skip:-(n_skip_end+1)])
plt.xscale('log')
|
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] |
Plots the loss function with respect to learning rate, in log scale.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/sgdr.py#L190-L197
|
train
|
Plots the loss function with respect to learning rate in log scale.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b1000 + 0o51) + chr(0b110001) + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b100000 + 0o23) + '\064', 0b1000), ehT0Px3KOsy9(chr(2163 - 2115) + chr(0b100001 + 0o116) + '\062' + '\065' + chr(623 - 569), 12878 - 12870), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(51) + chr(616 - 567), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(1372 - 1318) + chr(275 - 225), 0o10), ehT0Px3KOsy9(chr(2140 - 2092) + chr(0b1101111) + chr(49) + chr(1913 - 1864) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\157' + chr(0b100100 + 0o16) + chr(52) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(361 - 313) + '\x6f' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + '\x30' + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(7951 - 7840) + chr(1822 - 1767) + chr(0b10 + 0o61), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x32' + '\x35', 62385 - 62377), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(0b110000) + chr(0b100001 + 0o22), 0b1000), ehT0Px3KOsy9(chr(493 - 445) + chr(0b1101101 + 0o2) + chr(0b110011) + chr(0b111 + 0o53) + '\x36', 2023 - 2015), ehT0Px3KOsy9(chr(0b110000) + chr(3017 - 2906) + chr(1210 - 1160) + chr(0b110101) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7499 - 7388) + '\x31' + chr(0b110100) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + chr(0b110001) + chr(0b100011 + 0o20) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b110001 + 0o1) + '\x34' + chr(0b100101 + 0o21), 20888 - 20880), ehT0Px3KOsy9('\060' + chr(5448 - 5337) + chr(1839 - 1788) + chr(48) + chr(0b1 + 0o62), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110001) + chr(0b10101 + 0o34), 44285 - 44277), ehT0Px3KOsy9(chr(446 - 398) + '\x6f' + '\x34' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1928 - 1874), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\063' + chr(0b110000 + 0o5), 20732 - 20724), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(0b100011 + 0o16) + chr(0b110101) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + '\061' + chr(0b11010 + 0o26) + chr(0b1110 + 0o42), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\063' + chr(1176 - 1125) + chr(445 - 395), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(50) + chr(52) + chr(48), 4642 - 4634), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(48) + chr(8931 - 8820) + chr(1920 - 1871) + chr(1406 - 1355) + chr(0b110110), 35105 - 35097), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110011) + '\066' + '\063', 23895 - 23887), ehT0Px3KOsy9('\x30' + chr(4104 - 3993) + chr(0b110011) + '\060' + '\x35', 51621 - 51613), ehT0Px3KOsy9(chr(2072 - 2024) + chr(843 - 732) + chr(0b10111 + 0o33) + chr(1826 - 1773) + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(55) + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(111) + chr(274 - 223) + chr(0b110001) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110 + 0o55) + '\064', 32460 - 32452), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(613 - 560) + chr(0b1101 + 0o43), 61503 - 61495), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x32' + chr(0b11000 + 0o33) + '\061', 8), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b11010 + 0o125) + chr(0b101111 + 0o4) + chr(940 - 887) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101100 + 0o103) + chr(0b101001 + 0o12) + chr(54) + '\x30', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\x36' + chr(0b110000), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(4200 - 4089) + chr(53) + chr(0b1 + 0o57), 23364 - 23356)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'b'), chr(100) + '\x65' + chr(0b1001110 + 0o25) + chr(0b1101111) + '\144' + chr(6402 - 6301))('\x75' + chr(554 - 438) + '\x66' + '\x2d' + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def B0j0tcO8t94B(oVre8I6UXc3b, Ur2dPpPrucmK=ehT0Px3KOsy9(chr(0b110000) + chr(1329 - 1218) + '\061' + chr(321 - 271), 0o10), I4LzVdYx72NX=ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110101), 0b1000)):
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'5\xf0\xcf\xfb\x97&'), '\x64' + chr(2905 - 2804) + chr(7828 - 7729) + chr(0b1101111) + chr(100) + chr(6352 - 6251))(chr(0b1000011 + 0o62) + chr(0b1010110 + 0o36) + chr(6425 - 6323) + chr(0b101101) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b':\xfd\xc2\xf0\x96+\xd5o\xaeUu\xaf\xb9\xdc\x14'), chr(8106 - 8006) + '\145' + chr(99) + chr(0b1101111) + chr(8003 - 7903) + chr(0b1100101))('\165' + '\x74' + '\146' + chr(0b101101) + chr(2770 - 2714)))
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'4\xf0\xcf\xfb\x97&'), chr(9663 - 9563) + chr(8788 - 8687) + chr(99) + chr(4545 - 4434) + chr(0b1010100 + 0o20) + chr(2817 - 2716))(chr(117) + chr(0b1110100) + '\x66' + chr(0b101101 + 0o0) + '\x38'))(xafqLlk3kkUe(SXOLrMavuUCe(b' \xf9\xcf\xeb\x9c#\xcfa\xe1I4\xb7\xb3\x8fO7a\xc1\xe3:Dg\xf1\ni'), '\x64' + chr(636 - 535) + '\143' + chr(111) + chr(0b1000000 + 0o44) + chr(1039 - 938))('\165' + '\x74' + chr(3562 - 3460) + '\055' + '\x38'))
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'<\xf0\xc1\xed'), '\x64' + chr(0b101000 + 0o75) + '\143' + '\x6f' + chr(100) + chr(2270 - 2169))(chr(0b1000011 + 0o62) + chr(2062 - 1946) + '\146' + '\x2d' + '\070'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xee\xdd'), chr(100) + chr(101) + '\143' + '\x6f' + '\x64' + chr(2553 - 2452))(chr(0b1110101) + chr(116) + '\x66' + '\x2d' + chr(0b10000 + 0o50)))[Ur2dPpPrucmK:-(I4LzVdYx72NX + ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49), ord("\x08")))], xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b' \xf3\xdd\xea\x979'), '\x64' + chr(101) + '\143' + '\157' + chr(0b1001000 + 0o34) + '\145')(chr(117) + '\164' + '\146' + chr(1590 - 1545) + chr(0b111000)))[Ur2dPpPrucmK:-(I4LzVdYx72NX + ehT0Px3KOsy9(chr(1670 - 1622) + chr(0b1101111) + chr(548 - 499), 8))])
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'4\xef\xcd\xf8\x9e/'), chr(100) + chr(101) + chr(0b1100011) + '\157' + chr(0b1100100) + chr(0b101 + 0o140))(chr(0b1110101) + chr(11387 - 11271) + chr(5590 - 5488) + '\x2d' + chr(3111 - 3055)))(xafqLlk3kkUe(SXOLrMavuUCe(b' \xf3\xc9'), '\144' + chr(101) + chr(0b100000 + 0o103) + chr(0b1101111) + chr(3203 - 3103) + chr(5238 - 5137))(chr(0b11110 + 0o127) + '\164' + '\146' + '\x2d' + chr(0b110001 + 0o7)))
|
fastai/fastai
|
old/fastai/sgdr.py
|
OptimScheduler.plot_lr
|
def plot_lr(self, show_text=True, show_moms=True):
"""Plots the lr rate/momentum schedule"""
phase_limits = [0]
for nb_batch, phase in zip(self.nb_batches, self.phases):
phase_limits.append(phase_limits[-1] + nb_batch * phase.epochs)
if not in_ipynb():
plt.switch_backend('agg')
np_plts = 2 if show_moms else 1
fig, axs = plt.subplots(1,np_plts,figsize=(6*np_plts,4))
if not show_moms: axs = [axs]
for i in range(np_plts): axs[i].set_xlabel('iterations')
axs[0].set_ylabel('learning rate')
axs[0].plot(self.iterations,self.lrs)
if show_moms:
axs[1].set_ylabel('momentum')
axs[1].plot(self.iterations,self.momentums)
if show_text:
for i, phase in enumerate(self.phases):
text = phase.opt_fn.__name__
if phase.wds is not None: text+='\nwds='+str(phase.wds)
if phase.beta is not None: text+='\nbeta='+str(phase.beta)
for k in range(np_plts):
if i < len(self.phases)-1:
draw_line(axs[k], phase_limits[i+1])
draw_text(axs[k], (phase_limits[i]+phase_limits[i+1])/2, text)
if not in_ipynb():
plt.savefig(os.path.join(self.save_path, 'lr_plot.png'))
|
python
|
def plot_lr(self, show_text=True, show_moms=True):
"""Plots the lr rate/momentum schedule"""
phase_limits = [0]
for nb_batch, phase in zip(self.nb_batches, self.phases):
phase_limits.append(phase_limits[-1] + nb_batch * phase.epochs)
if not in_ipynb():
plt.switch_backend('agg')
np_plts = 2 if show_moms else 1
fig, axs = plt.subplots(1,np_plts,figsize=(6*np_plts,4))
if not show_moms: axs = [axs]
for i in range(np_plts): axs[i].set_xlabel('iterations')
axs[0].set_ylabel('learning rate')
axs[0].plot(self.iterations,self.lrs)
if show_moms:
axs[1].set_ylabel('momentum')
axs[1].plot(self.iterations,self.momentums)
if show_text:
for i, phase in enumerate(self.phases):
text = phase.opt_fn.__name__
if phase.wds is not None: text+='\nwds='+str(phase.wds)
if phase.beta is not None: text+='\nbeta='+str(phase.beta)
for k in range(np_plts):
if i < len(self.phases)-1:
draw_line(axs[k], phase_limits[i+1])
draw_text(axs[k], (phase_limits[i]+phase_limits[i+1])/2, text)
if not in_ipynb():
plt.savefig(os.path.join(self.save_path, 'lr_plot.png'))
|
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] |
Plots the lr rate/momentum schedule
|
[
"Plots",
"the",
"lr",
"rate",
"/",
"momentum",
"schedule"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/sgdr.py#L557-L583
|
train
|
Plots the learning rate of the current state of the user.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1 + 0o57) + '\x6f' + '\x33' + chr(0b1101 + 0o52) + chr(52), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(1216 - 1165) + '\x30' + chr(0b110 + 0o52), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(10814 - 10703) + chr(592 - 539) + chr(0b100011 + 0o20), 0o10), ehT0Px3KOsy9(chr(1554 - 1506) + '\157' + '\063' + chr(505 - 450) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(54) + chr(0b1001 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\066' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110101) + chr(825 - 776), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(0b110100) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(111) + chr(0b110011) + chr(51) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x33' + chr(0b101101 + 0o3) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(338 - 290) + chr(0b110010 + 0o75) + '\x33' + chr(1079 - 1030) + chr(0b101000 + 0o16), 0b1000), ehT0Px3KOsy9(chr(1321 - 1273) + chr(111) + '\064' + '\064', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(53) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1135 - 1084) + chr(0b100000 + 0o21) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + chr(10401 - 10290) + '\x33' + chr(2218 - 2169), 0b1000), ehT0Px3KOsy9('\060' + chr(11287 - 11176) + chr(2427 - 2373) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(793 - 738) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(53) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2047 - 1996) + chr(55) + chr(0b110100), 8), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b10111 + 0o36), 3838 - 3830), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101010 + 0o7) + chr(54) + chr(936 - 888), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2539 - 2484) + chr(0b10010 + 0o41), 56545 - 56537), ehT0Px3KOsy9(chr(48) + chr(0b100 + 0o153) + '\061' + '\063' + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010111 + 0o30) + chr(51) + chr(247 - 193) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(51) + chr(0b110011) + chr(0b11101 + 0o25), 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b1001000 + 0o47) + chr(2251 - 2200) + chr(0b101110 + 0o4) + chr(1964 - 1913), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b10100 + 0o37) + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(559 - 508) + '\061' + chr(0b1001 + 0o56), 57088 - 57080), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100001 + 0o21) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(51) + chr(0b110001) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(247 - 198) + '\x30' + chr(2210 - 2162), 48666 - 48658), ehT0Px3KOsy9(chr(0b110000) + chr(11789 - 11678) + chr(0b101000 + 0o11) + chr(0b100111 + 0o17) + chr(0b100101 + 0o21), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b110101), 2437 - 2429), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(0b1001011 + 0o44) + chr(907 - 856) + chr(1954 - 1902) + '\062', 47544 - 47536), ehT0Px3KOsy9(chr(48) + chr(5378 - 5267) + '\062' + chr(1185 - 1130) + '\x30', 24464 - 24456), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + '\x36' + chr(326 - 274), 0o10), ehT0Px3KOsy9(chr(727 - 679) + '\157' + chr(2327 - 2276) + chr(0b10001 + 0o40) + '\x32', 8), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(0b1101111) + chr(0b110010) + chr(48), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101110 + 0o1) + chr(0b1011 + 0o52) + chr(0b110000), 62736 - 62728)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2'), chr(100) + chr(0b1100101) + '\143' + '\x6f' + chr(2429 - 2329) + '\x65')(chr(0b1010011 + 0o42) + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def eQsksU983x1K(oVre8I6UXc3b, B4GtKzDbc05A=ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b1100100 + 0o13) + chr(991 - 942), 0b1000), dNfWawD0cBC_=ehT0Px3KOsy9(chr(1247 - 1199) + '\x6f' + '\x31', 8)):
SDW02dVVH_OZ = [ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(0b110000), 58855 - 58847)]
for (dwnVV0eVwQYx, nGR7yOfMMrtG) in pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x92\xa2t\x99~G\xd0\x01\xc1\xad'), chr(0b101111 + 0o65) + chr(0b1100101 + 0o0) + '\x63' + '\157' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b0 + 0o164) + '\146' + '\x2d' + chr(0b111000))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x91\x18\x99+\x05\xfd8\xc9\xa8\x80\xa6'), '\144' + '\x65' + chr(0b1000110 + 0o35) + chr(0b1101111) + chr(0b1100100) + chr(0b1011011 + 0o12))(chr(0b101111 + 0o106) + chr(0b101100 + 0o110) + '\146' + chr(324 - 279) + chr(0b111000)))):
xafqLlk3kkUe(SDW02dVVH_OZ, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xb0[\x9eqW'), '\144' + chr(0b1100101) + chr(99) + '\157' + chr(0b1010111 + 0o15) + chr(0b1100101))(chr(0b1110101) + chr(0b100011 + 0o121) + '\x66' + chr(0b101101) + chr(1936 - 1880)))(SDW02dVVH_OZ[-ehT0Px3KOsy9(chr(0b110000) + chr(7270 - 7159) + chr(0b110001), 8)] + dwnVV0eVwQYx * xafqLlk3kkUe(nGR7yOfMMrtG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x99\xb0D\x98w@'), '\x64' + chr(0b1100001 + 0o4) + '\x63' + chr(0b111001 + 0o66) + chr(100) + chr(0b1100101))('\165' + chr(116) + chr(102) + '\055' + '\x38')))
if not hBBnBJYK2UIb():
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xb7B\x8f|[\xec\x0b\xc5\xbd\xae\xabJN'), chr(0b1101 + 0o127) + '\x65' + chr(8594 - 8495) + chr(111) + chr(0b11010 + 0o112) + '\145')(chr(117) + chr(11680 - 11564) + chr(102) + chr(45) + chr(785 - 729)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x9d\xa7L'), chr(3246 - 3146) + '\145' + '\143' + chr(0b101110 + 0o101) + '\x64' + '\145')('\x75' + chr(0b1110100) + chr(0b1100110) + chr(0b11000 + 0o25) + chr(0b11111 + 0o31)))
ezpnHXinTnsf = ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(2009 - 1959), 3718 - 3710) if dNfWawD0cBC_ else ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + '\061', 8)
(IPypcZ53eNRW, EBqJMo0Clm_g) = eRubm8FH879n.subplots(ehT0Px3KOsy9(chr(1801 - 1753) + chr(0b1000011 + 0o54) + chr(49), 8), ezpnHXinTnsf, figsize=(ehT0Px3KOsy9(chr(48) + '\157' + '\066', ord("\x08")) * ezpnHXinTnsf, ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(9668 - 9557) + chr(0b110100), 21866 - 21858)))
if not dNfWawD0cBC_:
EBqJMo0Clm_g = [EBqJMo0Clm_g]
for WVxHKyX45z_L in vQr8gNKaIaWE(ezpnHXinTnsf):
xafqLlk3kkUe(EBqJMo0Clm_g[WVxHKyX45z_L], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa5_\xa4g_\xd2\x0b\xc1\xb2'), '\144' + '\x65' + '\143' + '\x6f' + chr(0b1001111 + 0o25) + '\145')('\x75' + chr(0b1011000 + 0o34) + chr(0b111110 + 0o50) + chr(0b100111 + 0o6) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xb4N\x89~G\xda\x06\xca\xad'), chr(100) + '\145' + chr(0b1100011) + chr(111) + chr(2121 - 2021) + chr(0b1100101))(chr(0b1110101) + chr(760 - 644) + chr(0b1010100 + 0o22) + chr(0b1 + 0o54) + chr(0b11011 + 0o35)))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9('\060' + '\x6f' + '\x30', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa5_\xa4f_\xd2\x0b\xc1\xb2'), '\x64' + '\145' + chr(99) + chr(9456 - 9345) + chr(100) + chr(101))(chr(117) + chr(0b1110100) + '\x66' + chr(0b100101 + 0o10) + chr(0b1111 + 0o51)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xa5J\x89qZ\xdd\x0e\x84\xac\xa4\xbaA'), chr(2754 - 2654) + '\145' + chr(0b1100011) + '\157' + chr(100) + chr(0b1011010 + 0o13))(chr(0b10100 + 0o141) + '\164' + chr(0b101110 + 0o70) + chr(0b1110 + 0o37) + chr(0b11110 + 0o32)))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x30', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xacD\x8f'), '\x64' + chr(101) + chr(766 - 667) + chr(0b1000011 + 0o54) + chr(0b1100100) + '\x65')(chr(1456 - 1339) + '\164' + chr(102) + '\055' + '\x38'))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xb4N\x89~G\xda\x06\xca\xad'), chr(100) + chr(0b1100101) + chr(1946 - 1847) + chr(0b1000010 + 0o55) + chr(0b1100100) + chr(101))(chr(117) + chr(2278 - 2162) + chr(0b1100110) + '\x2d' + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xb2X'), chr(100) + '\x65' + chr(99) + chr(384 - 273) + chr(100) + chr(101))(chr(9211 - 9094) + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000))))
if dNfWawD0cBC_:
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101111) + '\x31', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa5_\xa4f_\xd2\x0b\xc1\xb2'), '\144' + chr(101) + '\143' + chr(111) + chr(0b1100100) + chr(2867 - 2766))('\165' + chr(0b1110100) + '\x66' + chr(0b1011 + 0o42) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xafF\x9eqG\xc6\x04'), chr(0b11110 + 0o106) + chr(2353 - 2252) + chr(99) + chr(0b1101111) + '\x64' + chr(0b1000010 + 0o43))(chr(0b110 + 0o157) + chr(0b1110100) + chr(0b1010 + 0o134) + chr(0b101101) + chr(0b111000)))
xafqLlk3kkUe(EBqJMo0Clm_g[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061', 8)], xafqLlk3kkUe(SXOLrMavuUCe(b'\x8c\xacD\x8f'), '\x64' + chr(0b10110 + 0o117) + '\x63' + '\x6f' + chr(7326 - 7226) + '\145')(chr(0b1110101) + chr(6931 - 6815) + chr(102) + chr(0b101101) + chr(0b101111 + 0o11)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x95\xb4N\x89~G\xda\x06\xca\xad'), chr(100) + chr(101) + '\x63' + chr(111) + chr(482 - 382) + '\145')('\165' + '\164' + '\x66' + chr(80 - 35) + '\070')), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xafF\x9eqG\xc6\x04\xd7'), chr(4644 - 4544) + chr(0b1100101) + chr(1818 - 1719) + chr(0b1101111) + chr(1753 - 1653) + chr(101))('\165' + chr(0b1110100) + '\146' + '\x2d' + chr(0b100101 + 0o23))))
if B4GtKzDbc05A:
for (WVxHKyX45z_L, nGR7yOfMMrtG) in YlkZvXL8qwsX(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x91\x18\x99+\x05\xfd8\xc9\xa8\x80\xa6'), chr(0b1000111 + 0o35) + '\145' + '\143' + '\157' + '\144' + chr(0b111010 + 0o53))(chr(117) + chr(3258 - 3142) + '\146' + '\x2d' + chr(3084 - 3028)))):
Ah1rInvg48Hb = nGR7yOfMMrtG.opt_fn.Gbej4oZqKLA6
if xafqLlk3kkUe(nGR7yOfMMrtG, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xa4X'), chr(0b1100100) + chr(101) + '\x63' + chr(0b1101111) + '\x64' + chr(8071 - 7970))(chr(0b1110101) + '\x74' + chr(0b101100 + 0o72) + '\x2d' + '\070')) is not None:
Ah1rInvg48Hb += xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\xb7O\x88"'), chr(0b1100100) + '\145' + '\x63' + chr(0b1101111) + chr(7736 - 7636) + chr(0b1000 + 0o135))(chr(117) + '\164' + chr(6319 - 6217) + '\055' + '\x38') + M8_cKLkHVB2V(nGR7yOfMMrtG.wds)
if xafqLlk3kkUe(nGR7yOfMMrtG, xafqLlk3kkUe(SXOLrMavuUCe(b'\xba\xaaH\x94iT\xdc!\xe9\xef\x89\x89'), chr(0b1100100) + chr(0b1100101) + '\x63' + chr(0b10110 + 0o131) + '\x64' + chr(3944 - 3843))('\x75' + '\164' + chr(102) + chr(0b100010 + 0o13) + '\x38')) is not None:
Ah1rInvg48Hb += xafqLlk3kkUe(SXOLrMavuUCe(b'\xf6\xa2N\x8f~\x0e'), chr(100) + '\x65' + '\x63' + chr(111) + chr(0b10011 + 0o121) + chr(101))(chr(12894 - 12777) + '\x74' + chr(0b1100110) + chr(0b101001 + 0o4) + chr(56)) + M8_cKLkHVB2V(nGR7yOfMMrtG.FjcovgoHM1LG)
for OolUPRJhRaJd in vQr8gNKaIaWE(ezpnHXinTnsf):
if WVxHKyX45z_L < c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa9\x91\x18\x99+\x05\xfd8\xc9\xa8\x80\xa6'), chr(100) + chr(3592 - 3491) + '\143' + chr(111) + chr(0b1100100) + chr(0b1100101))(chr(0b100100 + 0o121) + '\164' + chr(102) + chr(356 - 311) + '\x38'))) - ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1097 - 1048), 8):
G31XkdDR_ljX(EBqJMo0Clm_g[OolUPRJhRaJd], SDW02dVVH_OZ[WVxHKyX45z_L + ehT0Px3KOsy9(chr(1250 - 1202) + chr(111) + chr(49), 8)])
VaDyyq36Lk_F(EBqJMo0Clm_g[OolUPRJhRaJd], (SDW02dVVH_OZ[WVxHKyX45z_L] + SDW02dVVH_OZ[WVxHKyX45z_L + ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(11004 - 10893) + '\061', 8)]) / ehT0Px3KOsy9(chr(1400 - 1352) + chr(11374 - 11263) + chr(0b110010), 8), Ah1rInvg48Hb)
if not hBBnBJYK2UIb():
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa1]\x9eyZ\xd4'), '\x64' + chr(4266 - 4165) + chr(0b1100011) + '\157' + chr(2548 - 2448) + chr(101))('\165' + '\x74' + chr(0b1000 + 0o136) + chr(0b0 + 0o55) + '\x38'))(xafqLlk3kkUe(oqhJDdMJfuwx.path, xafqLlk3kkUe(SXOLrMavuUCe(b'\x96\xafB\x95'), chr(100) + '\145' + chr(7174 - 7075) + chr(111) + chr(0b11111 + 0o105) + chr(0b11101 + 0o110))('\x75' + '\164' + chr(0b10 + 0o144) + '\055' + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8f\xa1]\x9e@C\xd2\x1d\xcc'), chr(0b1100100) + chr(4452 - 4351) + chr(0b111000 + 0o53) + chr(0b1101111) + chr(0b1100100) + chr(0b1000001 + 0o44))(chr(0b1110101) + chr(116) + chr(1329 - 1227) + chr(0b11101 + 0o20) + chr(0b1000 + 0o60))), xafqLlk3kkUe(SXOLrMavuUCe(b'\x90\xb2t\x8bs\\\xc7G\xd4\xb0\xa2'), '\144' + chr(101) + chr(7999 - 7900) + '\157' + chr(0b101000 + 0o74) + chr(0b1100101))('\x75' + '\164' + chr(0b1100110) + chr(1294 - 1249) + chr(751 - 695))))
|
fastai/fastai
|
examples/train_imagenette.py
|
main
|
def main(
gpu:Param("GPU to run on", str)=None,
woof: Param("Use imagewoof (otherwise imagenette)", int)=0,
lr: Param("Learning rate", float)=1e-3,
size: Param("Size (px: 128,192,224)", int)=128,
alpha: Param("Alpha", float)=0.99,
mom: Param("Momentum", float)=0.9,
eps: Param("epsilon", float)=1e-6,
epochs: Param("Number of epochs", int)=5,
bs: Param("Batch size", int)=256,
mixup: Param("Mixup", float)=0.,
opt: Param("Optimizer (adam,rms,sgd)", str)='adam',
arch: Param("Architecture (xresnet34, xresnet50, presnet34, presnet50)", str)='xresnet50',
dump: Param("Print model; don't train", int)=0,
):
"Distributed training of Imagenette."
gpu = setup_distrib(gpu)
if gpu is None: bs *= torch.cuda.device_count()
if opt=='adam' : opt_func = partial(optim.Adam, betas=(mom,alpha), eps=eps)
elif opt=='rms' : opt_func = partial(optim.RMSprop, alpha=alpha, eps=eps)
elif opt=='sgd' : opt_func = partial(optim.SGD, momentum=mom)
data = get_data(size, woof, bs)
bs_rat = bs/256
if gpu is not None: bs_rat *= num_distrib()
if not gpu: print(f'lr: {lr}; eff_lr: {lr*bs_rat}; size: {size}; alpha: {alpha}; mom: {mom}; eps: {eps}')
lr *= bs_rat
m = globals()[arch]
learn = (Learner(data, m(c_out=10), wd=1e-2, opt_func=opt_func,
metrics=[accuracy,top_k_accuracy],
bn_wd=False, true_wd=True,
loss_func = LabelSmoothingCrossEntropy())
)
if dump: print(learn.model); exit()
if mixup: learn = learn.mixup(alpha=mixup)
learn = learn.to_fp16(dynamic=True)
if gpu is None: learn.to_parallel()
elif num_distrib()>1: learn.to_distributed(gpu) # Requires `-m fastai.launch`
learn.fit_one_cycle(epochs, lr, div_factor=10, pct_start=0.3)
|
python
|
def main(
gpu:Param("GPU to run on", str)=None,
woof: Param("Use imagewoof (otherwise imagenette)", int)=0,
lr: Param("Learning rate", float)=1e-3,
size: Param("Size (px: 128,192,224)", int)=128,
alpha: Param("Alpha", float)=0.99,
mom: Param("Momentum", float)=0.9,
eps: Param("epsilon", float)=1e-6,
epochs: Param("Number of epochs", int)=5,
bs: Param("Batch size", int)=256,
mixup: Param("Mixup", float)=0.,
opt: Param("Optimizer (adam,rms,sgd)", str)='adam',
arch: Param("Architecture (xresnet34, xresnet50, presnet34, presnet50)", str)='xresnet50',
dump: Param("Print model; don't train", int)=0,
):
"Distributed training of Imagenette."
gpu = setup_distrib(gpu)
if gpu is None: bs *= torch.cuda.device_count()
if opt=='adam' : opt_func = partial(optim.Adam, betas=(mom,alpha), eps=eps)
elif opt=='rms' : opt_func = partial(optim.RMSprop, alpha=alpha, eps=eps)
elif opt=='sgd' : opt_func = partial(optim.SGD, momentum=mom)
data = get_data(size, woof, bs)
bs_rat = bs/256
if gpu is not None: bs_rat *= num_distrib()
if not gpu: print(f'lr: {lr}; eff_lr: {lr*bs_rat}; size: {size}; alpha: {alpha}; mom: {mom}; eps: {eps}')
lr *= bs_rat
m = globals()[arch]
learn = (Learner(data, m(c_out=10), wd=1e-2, opt_func=opt_func,
metrics=[accuracy,top_k_accuracy],
bn_wd=False, true_wd=True,
loss_func = LabelSmoothingCrossEntropy())
)
if dump: print(learn.model); exit()
if mixup: learn = learn.mixup(alpha=mixup)
learn = learn.to_fp16(dynamic=True)
if gpu is None: learn.to_parallel()
elif num_distrib()>1: learn.to_distributed(gpu) # Requires `-m fastai.launch`
learn.fit_one_cycle(epochs, lr, div_factor=10, pct_start=0.3)
|
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] |
Distributed training of Imagenette.
|
[
"Distributed",
"training",
"of",
"Imagenette",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/examples/train_imagenette.py#L30-L71
|
train
|
Distributed training of Imagenette.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(1675 - 1564) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + chr(636 - 586) + chr(0b110011) + chr(1605 - 1552), 53066 - 53058), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(1518 - 1463) + '\x30', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(1198 - 1148) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(55) + chr(2648 - 2594), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x36' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(9114 - 9003) + '\063' + '\067' + chr(0b100 + 0o56), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1000100 + 0o53) + chr(55) + chr(2348 - 2298), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101011 + 0o4) + '\x35' + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + chr(49) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2808 - 2753) + chr(218 - 166), 0b1000), ehT0Px3KOsy9(chr(1497 - 1449) + chr(0b1101111) + chr(0b111 + 0o57) + chr(173 - 124), 0b1000), ehT0Px3KOsy9('\060' + chr(546 - 435) + chr(49) + chr(2058 - 2008) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + '\067' + chr(1502 - 1452), 8), ehT0Px3KOsy9(chr(0b110000) + chr(9492 - 9381) + chr(0b10101 + 0o36) + chr(2690 - 2636) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1804 - 1756) + chr(0b1101111) + '\x31' + chr(2529 - 2477) + chr(2368 - 2317), 0o10), ehT0Px3KOsy9('\060' + chr(0b111001 + 0o66) + '\x33' + chr(0b110000) + chr(51), 57833 - 57825), ehT0Px3KOsy9(chr(1456 - 1408) + '\x6f' + chr(51) + chr(0b110010) + chr(0b110011), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2136 - 2085) + chr(0b110010 + 0o1), 0o10), ehT0Px3KOsy9('\x30' + chr(7104 - 6993) + chr(0b110001) + chr(0b100010 + 0o16) + chr(0b110111), 65101 - 65093), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1210 - 1159) + chr(0b10101 + 0o33) + chr(0b10011 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(1850 - 1802) + chr(0b1101111) + chr(49) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b11100 + 0o123) + chr(0b110001) + '\x33' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\066' + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + chr(0b110010) + chr(312 - 259), 21129 - 21121), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + '\062' + chr(50) + chr(0b1100 + 0o47), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11100 + 0o123) + chr(832 - 782) + chr(446 - 398) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b111 + 0o53) + '\x37' + chr(0b10101 + 0o42), 55150 - 55142), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110101) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11101 + 0o24) + chr(0b110010) + chr(0b10110 + 0o41), 33113 - 33105), ehT0Px3KOsy9('\x30' + chr(290 - 179) + '\x32' + chr(0b110010) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(285 - 236) + chr(2052 - 2003) + chr(1217 - 1164), 0o10), ehT0Px3KOsy9(chr(655 - 607) + chr(0b1000011 + 0o54) + chr(0b110011) + chr(55) + '\066', 8), ehT0Px3KOsy9(chr(748 - 700) + chr(0b1101111) + chr(0b110001) + '\x36' + chr(49), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100110 + 0o15) + chr(0b10001 + 0o46) + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10000 + 0o41) + chr(0b11110 + 0o22) + '\066', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(955 - 906) + chr(2254 - 2199) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b101001 + 0o14) + chr(0b11110 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x30' + '\067', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b1101111) + chr(0b110101) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'*'), chr(8155 - 8055) + '\x65' + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(2148 - 2031) + '\164' + '\146' + chr(0b0 + 0o55) + chr(1299 - 1243)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(q042LNsZ6EiE=None, jEhLOLt8TPHg=ehT0Px3KOsy9('\x30' + chr(9862 - 9751) + chr(48), 14057 - 14049), Zzs55KO_HKfp=0.001, NLcc3BCJnQka=ehT0Px3KOsy9(chr(934 - 886) + chr(0b1101111 + 0o0) + '\x32' + chr(48) + '\060', ord("\x08")), gDUX9w35YHFE=0.99, TKpfgNdtjQAk=0.9, ANx8zFubz7L8=1e-06, xvDB7qObFSrr=ehT0Px3KOsy9('\060' + chr(111) + chr(0b110101), 0b1000), SfegzJB3EFQO=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110100) + chr(0b110000) + chr(48), 0o10), HEt3CX5iDmAr=0.0, PFDxXM_vbSsA=xafqLlk3kkUe(SXOLrMavuUCe(b'e\xba\xfc\x95'), chr(0b1100100) + '\x65' + chr(0b1101 + 0o126) + chr(0b1101111) + chr(0b1100100) + chr(101))(chr(117) + chr(116) + '\x66' + '\x2d' + '\x38'), Egm2lUT425Vb=xafqLlk3kkUe(SXOLrMavuUCe(b'|\xac\xf8\x8b\xbc\x9bA\xcf\n'), '\x64' + chr(0b1100101) + '\x63' + chr(5481 - 5370) + '\144' + chr(101))(chr(117) + chr(0b1110100) + '\146' + chr(45) + '\070'), XsRuywm9RqIP=ehT0Px3KOsy9(chr(561 - 513) + chr(0b1101100 + 0o3) + chr(0b0 + 0o60), 8)):
q042LNsZ6EiE = NK00YweqSY2V(q042LNsZ6EiE)
if q042LNsZ6EiE is None:
SfegzJB3EFQO *= cEkFpYktkSeK.cuda.device_count()
if PFDxXM_vbSsA == xafqLlk3kkUe(SXOLrMavuUCe(b'e\xba\xfc\x95'), chr(100) + chr(101) + '\143' + chr(111) + chr(3116 - 3016) + chr(3565 - 3464))(chr(0b1110101) + chr(4056 - 3940) + chr(102) + chr(45) + chr(0b111000)):
nUFmDEhxAI3x = q_kvx1iNIzrz(fFC7rxeov29p.Adam, betas=(TKpfgNdtjQAk, gDUX9w35YHFE), eps=ANx8zFubz7L8)
elif PFDxXM_vbSsA == xafqLlk3kkUe(SXOLrMavuUCe(b'v\xb3\xee'), '\x64' + chr(101) + chr(0b1 + 0o142) + chr(111) + chr(0b1100100) + chr(3442 - 3341))(chr(4198 - 4081) + chr(116) + '\x66' + chr(929 - 884) + chr(0b1110 + 0o52)):
nUFmDEhxAI3x = q_kvx1iNIzrz(fFC7rxeov29p.RMSprop, alpha=gDUX9w35YHFE, eps=ANx8zFubz7L8)
elif PFDxXM_vbSsA == xafqLlk3kkUe(SXOLrMavuUCe(b'w\xb9\xf9'), chr(100) + '\145' + chr(99) + '\157' + '\144' + chr(0b100011 + 0o102))(chr(5897 - 5780) + chr(0b1001110 + 0o46) + chr(0b1100110) + chr(0b10101 + 0o30) + chr(56)):
nUFmDEhxAI3x = q_kvx1iNIzrz(fFC7rxeov29p.SGD, momentum=TKpfgNdtjQAk)
ULnjp6D6efFH = Uif5YMYsaUYu(NLcc3BCJnQka, jEhLOLt8TPHg, SfegzJB3EFQO)
m8ENtvkOJ5bw = SfegzJB3EFQO / ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110100) + '\060' + chr(48), 8)
if q042LNsZ6EiE is not None:
m8ENtvkOJ5bw *= jft1JQriSSYP()
if not q042LNsZ6EiE:
zLUzGokYBM2Z(f'lr: {Zzs55KO_HKfp}; eff_lr: {Zzs55KO_HKfp * m8ENtvkOJ5bw}; size: {NLcc3BCJnQka}; alpha: {gDUX9w35YHFE}; mom: {TKpfgNdtjQAk}; eps: {ANx8zFubz7L8}')
Zzs55KO_HKfp *= m8ENtvkOJ5bw
r8ufID9JCHnI = h0qciNl3EEEj()[Egm2lUT425Vb]
C6wSU7u_KSZF = jpqoM0mG1T9j(ULnjp6D6efFH, r8ufID9JCHnI(c_out=ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + chr(1553 - 1503), 0o10)), wd=0.01, opt_func=nUFmDEhxAI3x, metrics=[Nb7fObKn_ZBQ, aJpwZvQ3oh4h], bn_wd=ehT0Px3KOsy9(chr(0b110000) + chr(0b1011000 + 0o27) + '\x30', 8), true_wd=ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + '\x31', 0b1000), loss_func=AYzyQVTsD04X())
if XsRuywm9RqIP:
zLUzGokYBM2Z(xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'B\x95\xad\x8e\xa3\x84o\xcf]y\x84\n'), chr(7808 - 7708) + '\x65' + chr(0b1001 + 0o132) + chr(111) + chr(100) + chr(6416 - 6315))(chr(0b1001000 + 0o55) + '\x74' + '\146' + chr(0b10 + 0o53) + chr(0b0 + 0o70))))
CMUdZtaORwo4()
if HEt3CX5iDmAr:
C6wSU7u_KSZF = C6wSU7u_KSZF.mixup(alpha=HEt3CX5iDmAr)
C6wSU7u_KSZF = C6wSU7u_KSZF.to_fp16(dynamic=ehT0Px3KOsy9(chr(286 - 238) + chr(111) + chr(0b110001), 8))
if q042LNsZ6EiE is None:
xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'p\xb1\xc2\x88\xb3\x8cT\x96VL\xa6'), chr(1292 - 1192) + chr(101) + chr(0b1100011) + chr(111) + chr(0b101001 + 0o73) + chr(101))('\x75' + chr(0b1110010 + 0o2) + chr(102) + '\x2d' + chr(0b1101 + 0o53)))()
elif jft1JQriSSYP() > ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8):
xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'p\xb1\xc2\x9c\xbb\x8dA\x88SK\xbfHT6'), '\144' + '\145' + chr(0b1011000 + 0o13) + chr(0b1100111 + 0o10) + chr(0b1100100) + chr(101))('\x75' + chr(0b1010100 + 0o40) + '\x66' + '\055' + '\070'))(q042LNsZ6EiE)
xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'b\xb7\xe9\xa7\xbd\x90P\xa5YP\xa9PT'), '\144' + '\145' + chr(0b1100011) + '\x6f' + '\x64' + chr(0b11000 + 0o115))('\165' + '\x74' + chr(0b1100110) + chr(0b101101) + chr(0b10101 + 0o43)))(xvDB7qObFSrr, Zzs55KO_HKfp, div_factor=ehT0Px3KOsy9(chr(1005 - 957) + '\x6f' + chr(684 - 635) + '\x32', 8), pct_start=0.3)
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
TerminateOnNaNCallback.on_batch_end
|
def on_batch_end(self, last_loss, epoch, num_batch, **kwargs:Any)->None:
"Test if `last_loss` is NaN and interrupts training."
if self.stop: return True #to skip validation after stopping during training
if torch.isnan(last_loss):
print (f'Epoch/Batch ({epoch}/{num_batch}): Invalid loss, terminating training.')
return {'stop_epoch': True, 'stop_training': True, 'skip_validate': True}
|
python
|
def on_batch_end(self, last_loss, epoch, num_batch, **kwargs:Any)->None:
"Test if `last_loss` is NaN and interrupts training."
if self.stop: return True #to skip validation after stopping during training
if torch.isnan(last_loss):
print (f'Epoch/Batch ({epoch}/{num_batch}): Invalid loss, terminating training.')
return {'stop_epoch': True, 'stop_training': True, 'skip_validate': True}
|
[
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"last_loss",
")",
":",
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"f'Epoch/Batch ({epoch}/{num_batch}): Invalid loss, terminating training.'",
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":",
"True",
",",
"'stop_training'",
":",
"True",
",",
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":",
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] |
Test if `last_loss` is NaN and interrupts training.
|
[
"Test",
"if",
"last_loss",
"is",
"NaN",
"and",
"interrupts",
"training",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L16-L21
|
train
|
Test if last_loss is NaN and interrupts 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) + '\x6f' + chr(50) + '\x35' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + chr(222 - 173), 0b1000), ehT0Px3KOsy9(chr(553 - 505) + chr(0b1101111) + '\063' + '\060' + chr(53), 31685 - 31677), ehT0Px3KOsy9('\060' + '\x6f' + chr(1144 - 1093) + '\x37' + chr(0b11 + 0o60), 48993 - 48985), ehT0Px3KOsy9('\x30' + chr(6971 - 6860) + '\061' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(49) + '\066', 0b1000), ehT0Px3KOsy9(chr(178 - 130) + chr(111) + chr(2037 - 1986) + '\066' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(2402 - 2351) + chr(54) + '\x34', 28612 - 28604), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1011110 + 0o21) + chr(51) + chr(0b101110 + 0o11) + chr(2181 - 2132), 62059 - 62051), ehT0Px3KOsy9('\060' + '\157' + chr(1253 - 1204) + '\x37' + '\061', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(2236 - 2125) + chr(0b100 + 0o56) + '\x37' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x31' + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(52), 15292 - 15284), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b111 + 0o53) + chr(0b1 + 0o66) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(1341 - 1291) + chr(0b110111) + chr(0b1111 + 0o43), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100100 + 0o17) + chr(0b110110) + '\062', 60259 - 60251), ehT0Px3KOsy9(chr(608 - 560) + chr(2274 - 2163) + chr(50) + '\x30' + chr(0b11101 + 0o30), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\x30' + '\065', 8), ehT0Px3KOsy9(chr(1119 - 1071) + '\x6f' + chr(49) + '\x30' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b11010 + 0o27) + chr(0b110111) + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110 + 0o54) + chr(0b110011) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\x35', 2333 - 2325), ehT0Px3KOsy9(chr(0b110000) + chr(0b11010 + 0o125) + chr(0b1011 + 0o54) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + chr(10845 - 10734) + chr(55) + chr(1041 - 989), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b100000 + 0o25) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(0b110011) + chr(48) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(798 - 748) + chr(0b11011 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b110101) + chr(1703 - 1653), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(935 - 885) + chr(0b110000) + '\063', 0o10), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\157' + chr(837 - 788) + chr(0b1001 + 0o54) + chr(2036 - 1982), 28408 - 28400), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(768 - 713) + chr(2626 - 2574), 8), ehT0Px3KOsy9(chr(1650 - 1602) + chr(7057 - 6946) + chr(1620 - 1571) + chr(1615 - 1562), 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(5844 - 5733) + '\x32' + chr(898 - 848) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(229 - 180) + '\x33' + '\066', 39344 - 39336), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1001 + 0o52) + chr(0b110011) + chr(932 - 879), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(49) + chr(0b10111 + 0o33), 0b1000), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(555 - 444) + '\x33' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b101110 + 0o101) + chr(0b0 + 0o61) + '\065' + chr(0b11100 + 0o31), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(414 - 365) + '\067', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110101) + chr(714 - 666), 20405 - 20397)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x82'), chr(100) + '\x65' + chr(0b101011 + 0o70) + chr(3984 - 3873) + chr(0b1100100) + '\x65')(chr(0b1011111 + 0o26) + chr(0b1110100) + chr(0b1100110) + chr(1149 - 1104) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def J9LLNH_kQ0hr(oVre8I6UXc3b, tCvlqDxqdKGd, LWTVW06OsTjl, FqaHOz_cr8MC, **M8EIoTs2GJXE) -> None:
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5\x0f\xf1\x8cZ\x01\xa1\xad\xa1\x15\x8a\xbf'), '\144' + chr(0b101000 + 0o75) + chr(3935 - 3836) + chr(0b101 + 0o152) + chr(4703 - 4603) + chr(317 - 216))(chr(0b10100 + 0o141) + chr(0b10 + 0o162) + '\146' + chr(0b100111 + 0o6) + chr(0b111000))):
return ehT0Px3KOsy9('\060' + chr(111) + chr(49), ord("\x08"))
if xafqLlk3kkUe(cEkFpYktkSeK, xafqLlk3kkUe(SXOLrMavuUCe(b'\xc5J\xab\x9af'), '\144' + chr(0b1100101) + '\x63' + chr(111) + chr(0b11001 + 0o113) + chr(101))(chr(10983 - 10866) + chr(0b1110100) + chr(3345 - 3243) + chr(45) + '\x38'))(tCvlqDxqdKGd):
zLUzGokYBM2Z(f'Epoch/Batch ({LWTVW06OsTjl}/{FqaHOz_cr8MC}): Invalid loss, terminating training.')
return {xafqLlk3kkUe(SXOLrMavuUCe(b'\xdfM\xaa\x8bW+\x81\x9b\x9a\x11'), '\144' + chr(0b1010001 + 0o24) + '\x63' + '\x6f' + chr(0b1100100) + '\x65')(chr(5568 - 5451) + chr(116) + chr(0b1100110) + chr(45) + chr(0b10 + 0o66)): ehT0Px3KOsy9(chr(48) + chr(111) + '\x31', 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\xdfM\xaa\x8bW:\x83\x95\x90\x17\xd2\xa6k'), '\x64' + chr(101) + chr(0b11100 + 0o107) + '\x6f' + chr(0b1100100) + chr(0b1001111 + 0o26))('\x75' + chr(0b1110100) + chr(0b110101 + 0o61) + chr(0b11010 + 0o23) + chr(0b111000)): ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(4828 - 4717) + chr(0b110001), 8), xafqLlk3kkUe(SXOLrMavuUCe(b'\xdfR\xac\x8bW8\x90\x98\x90\x1d\xda\xbci'), chr(0b11110 + 0o106) + chr(101) + chr(0b101101 + 0o66) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(1421 - 1319) + chr(45) + '\070'): ehT0Px3KOsy9(chr(1725 - 1677) + chr(111) + chr(1003 - 954), 8)}
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
TrackerCallback.on_train_begin
|
def on_train_begin(self, **kwargs:Any)->None:
"Initializes the best value."
self.best = float('inf') if self.operator == np.less else -float('inf')
|
python
|
def on_train_begin(self, **kwargs:Any)->None:
"Initializes the best value."
self.best = float('inf') if self.operator == np.less else -float('inf')
|
[
"def",
"on_train_begin",
"(",
"self",
",",
"*",
"*",
"kwargs",
":",
"Any",
")",
"->",
"None",
":",
"self",
".",
"best",
"=",
"float",
"(",
"'inf'",
")",
"if",
"self",
".",
"operator",
"==",
"np",
".",
"less",
"else",
"-",
"float",
"(",
"'inf'",
")"
] |
Initializes the best value.
|
[
"Initializes",
"the",
"best",
"value",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L35-L37
|
train
|
Initializes the best value.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(0b1001010 + 0o45) + chr(0b10 + 0o60) + chr(474 - 424) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1090 - 1039) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + chr(52), 64204 - 64196), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\x6f' + chr(2104 - 2054) + '\x33' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(2159 - 2111) + chr(111) + '\062' + '\065' + chr(1460 - 1412), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(8491 - 8380) + chr(50) + '\x33' + chr(53), 27496 - 27488), ehT0Px3KOsy9(chr(2065 - 2017) + chr(111) + chr(2074 - 2025) + '\x34' + chr(2667 - 2615), 0b1000), ehT0Px3KOsy9(chr(1144 - 1096) + chr(0b1101111) + chr(0b101 + 0o54) + chr(0b110111) + chr(52), 29992 - 29984), ehT0Px3KOsy9(chr(126 - 78) + chr(0b1000 + 0o147) + chr(0b110011) + chr(0b11010 + 0o33) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + chr(1860 - 1807) + chr(52), 0o10), ehT0Px3KOsy9(chr(988 - 940) + chr(111) + chr(0b1101 + 0o45) + '\x31' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(9272 - 9161) + chr(1725 - 1674) + '\066' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(111) + chr(0b110001) + chr(448 - 398) + chr(0b101111 + 0o6), 32126 - 32118), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x32' + chr(0b101 + 0o60), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110001) + chr(85 - 34), 0b1000), ehT0Px3KOsy9('\x30' + chr(2917 - 2806) + chr(1342 - 1293) + chr(2279 - 2224) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101 + 0o61) + chr(1017 - 968), ord("\x08")), ehT0Px3KOsy9(chr(607 - 559) + chr(0b1101111) + chr(0b100101 + 0o16) + chr(52) + chr(1476 - 1426), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(51) + chr(0b110000) + '\x37', 284 - 276), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x33' + chr(1683 - 1630), ord("\x08")), ehT0Px3KOsy9(chr(1578 - 1530) + chr(111) + '\x34' + chr(445 - 397), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2316 - 2266) + chr(54) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2171 - 2121), 29035 - 29027), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b11111 + 0o30) + chr(0b101010 + 0o12), 20258 - 20250), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + '\065' + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\063' + chr(0b11000 + 0o35), 8), ehT0Px3KOsy9(chr(48) + chr(0b1100110 + 0o11) + chr(51) + chr(0b110110) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(2286 - 2236) + chr(0b100110 + 0o21) + chr(2365 - 2313), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\x31' + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110110) + chr(1051 - 1001), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + '\157' + chr(752 - 702) + chr(572 - 521) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9280 - 9169) + chr(2037 - 1986) + chr(0b1011 + 0o54) + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x34', 36572 - 36564), ehT0Px3KOsy9(chr(0b110000) + chr(521 - 410) + '\062' + chr(2252 - 2203) + chr(0b10000 + 0o41), 0o10), ehT0Px3KOsy9(chr(48) + chr(3954 - 3843) + chr(1808 - 1759) + '\x30' + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b110011 + 0o74) + chr(0b110010) + '\x30' + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(344 - 295) + chr(0b110 + 0o54) + chr(0b10011 + 0o35), 38941 - 38933), ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + '\x36' + chr(664 - 614), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b110000), 2757 - 2749), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\062' + '\x32', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + '\x35' + chr(0b110000), 56676 - 56668)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xbe'), '\144' + chr(6918 - 6817) + chr(2306 - 2207) + '\157' + chr(3701 - 3601) + chr(0b1000 + 0o135))(chr(117) + '\x74' + chr(102) + chr(299 - 254) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hw8LiNM2DL6Z(oVre8I6UXc3b, **M8EIoTs2GJXE) -> None:
oVre8I6UXc3b.sNA2io01QetG = kkSX4ccExqw4(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9ub'), chr(0b1010100 + 0o20) + '\x65' + chr(0b1100011) + '\157' + '\144' + chr(0b1100101))(chr(782 - 665) + chr(0b1110100) + chr(102) + '\055' + chr(56))) if oVre8I6UXc3b.operator == WqUC3KWvYVup.less else -kkSX4ccExqw4(xafqLlk3kkUe(SXOLrMavuUCe(b'\xf9ub'), '\144' + chr(101) + chr(0b1110 + 0o125) + chr(4711 - 4600) + chr(0b110110 + 0o56) + chr(101))(chr(9970 - 9853) + chr(0b1110100 + 0o0) + '\146' + chr(45) + '\x38'))
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
TrackerCallback.get_monitor_value
|
def get_monitor_value(self):
"Pick the monitored value."
if self.monitor=='trn_loss' and len(self.learn.recorder.losses) == 0: return None
elif len(self.learn.recorder.val_losses) == 0: return None
values = {'train_loss':self.learn.recorder.losses[-1].cpu().numpy(),
'valid_loss':self.learn.recorder.val_losses[-1]}
if values['valid_loss'] is None: return
if self.learn.recorder.metrics:
for m, n in zip(self.learn.recorder.metrics[-1],self.learn.recorder.names[3:-1]):
values[n] = m
if values.get(self.monitor) is None:
warn(f'{self.__class__} conditioned on metric `{self.monitor}` which is not available. Available metrics are: {", ".join(map(str, self.learn.recorder.names[1:-1]))}')
return values.get(self.monitor)
|
python
|
def get_monitor_value(self):
"Pick the monitored value."
if self.monitor=='trn_loss' and len(self.learn.recorder.losses) == 0: return None
elif len(self.learn.recorder.val_losses) == 0: return None
values = {'train_loss':self.learn.recorder.losses[-1].cpu().numpy(),
'valid_loss':self.learn.recorder.val_losses[-1]}
if values['valid_loss'] is None: return
if self.learn.recorder.metrics:
for m, n in zip(self.learn.recorder.metrics[-1],self.learn.recorder.names[3:-1]):
values[n] = m
if values.get(self.monitor) is None:
warn(f'{self.__class__} conditioned on metric `{self.monitor}` which is not available. Available metrics are: {", ".join(map(str, self.learn.recorder.names[1:-1]))}')
return values.get(self.monitor)
|
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] |
Pick the monitored value.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L39-L51
|
train
|
Pick the monitored 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(0b110000) + '\x6f' + chr(0b110001) + chr(313 - 259) + chr(0b110111), 21412 - 21404), ehT0Px3KOsy9('\060' + chr(4523 - 4412) + chr(0b10000 + 0o41) + chr(0b101 + 0o53) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(698 - 650) + chr(0b100100 + 0o113) + chr(0b110010) + '\x33' + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + '\061' + '\x32' + chr(0b111 + 0o54), 0o10), ehT0Px3KOsy9(chr(2105 - 2057) + '\x6f' + '\061' + '\x37' + chr(0b110011), 28895 - 28887), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(0b101 + 0o152) + chr(0b110011) + chr(0b110101) + chr(0b101000 + 0o14), 33165 - 33157), ehT0Px3KOsy9('\x30' + chr(153 - 42) + '\063' + chr(51) + chr(1463 - 1411), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110110) + '\060', 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + chr(50) + chr(0b110001) + chr(49), 0o10), ehT0Px3KOsy9(chr(1418 - 1370) + chr(0b1101111) + chr(0b10110 + 0o33) + chr(0b101100 + 0o13), 0b1000), ehT0Px3KOsy9(chr(1282 - 1234) + chr(111) + '\x31' + chr(0b110100) + chr(0b10001 + 0o40), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(0b110001) + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1011000 + 0o27) + chr(0b101000 + 0o11) + '\063' + chr(1581 - 1526), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2475 - 2424) + '\x37' + '\x30', 0o10), ehT0Px3KOsy9(chr(1522 - 1474) + chr(0b1101111) + chr(51) + chr(0b10101 + 0o33) + chr(0b100111 + 0o15), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b100111 + 0o14) + '\x31' + '\x37', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1204 - 1153) + chr(877 - 827) + '\x33', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9859 - 9748) + chr(1841 - 1791) + chr(49) + chr(0b110101), 12449 - 12441), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1001001 + 0o46) + '\x32' + '\066' + chr(1184 - 1135), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(0b1000 + 0o53) + chr(0b101100 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101010 + 0o14) + chr(2408 - 2357), ord("\x08")), ehT0Px3KOsy9(chr(728 - 680) + '\x6f' + chr(1982 - 1931) + chr(0b110000) + chr(141 - 88), ord("\x08")), ehT0Px3KOsy9(chr(174 - 126) + '\157' + chr(0b110001) + chr(990 - 942), 0o10), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b10010 + 0o135) + '\x33' + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b1001 + 0o47) + '\x34', 8), ehT0Px3KOsy9('\060' + chr(10383 - 10272) + chr(51) + chr(2710 - 2657) + chr(0b1110 + 0o47), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(902 - 851) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + chr(49) + chr(0b100010 + 0o17) + '\063', 5935 - 5927), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b110000 + 0o5) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(53) + chr(0b100 + 0o55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(1606 - 1552), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + chr(2561 - 2510) + chr(0b1010 + 0o50), 8), ehT0Px3KOsy9('\060' + chr(10035 - 9924) + '\x37' + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1111 + 0o43) + chr(0b110100) + chr(1005 - 953), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(0b110101) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(2347 - 2292), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10100 + 0o35) + chr(54) + chr(0b11101 + 0o31), ord("\x08")), ehT0Px3KOsy9(chr(1037 - 989) + '\x6f' + chr(0b110010) + '\062' + chr(2553 - 2501), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(299 - 246) + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'Y'), chr(100) + '\145' + chr(99) + '\157' + chr(6982 - 6882) + chr(5508 - 5407))(chr(117) + chr(116) + '\146' + '\x2d' + chr(0b101100 + 0o14)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def uS_IjPF59Qg7(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a*\xf3:\x0f\x83\xae'), '\144' + '\145' + chr(0b101110 + 0o65) + '\157' + '\x64' + chr(7577 - 7476))('\x75' + chr(0b1110100) + chr(102) + chr(0b101101) + '\x38')) == xafqLlk3kkUe(SXOLrMavuUCe(b'\x037\xf3\x0c\x17\x83\xafC'), chr(0b100101 + 0o77) + chr(1508 - 1407) + chr(0b1100011) + chr(0b1000101 + 0o52) + chr(100) + chr(6391 - 6290))('\165' + chr(0b1110100) + chr(0b1000011 + 0o43) + chr(45) + chr(0b111000)) and c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b.learn.recorder, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1b*\xee \x1e\x9f'), chr(100) + chr(4271 - 4170) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')(chr(117) + '\164' + '\146' + chr(0b1111 + 0o36) + chr(56)))) == ehT0Px3KOsy9('\x30' + '\x6f' + '\060', ord("\x08")):
return None
elif c2A0yzQpDQB3(xafqLlk3kkUe(oVre8I6UXc3b.learn.recorder, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01$\xf1\x0c\x17\x83\xafC\xec|'), '\x64' + '\x65' + chr(1572 - 1473) + chr(0b101010 + 0o105) + '\144' + chr(0b111100 + 0o51))(chr(0b1010011 + 0o42) + '\x74' + chr(0b1100110) + '\x2d' + '\070'))) == ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(48), 8):
return None
SPnCNu54H1db = {xafqLlk3kkUe(SXOLrMavuUCe(b'\x037\xfc:\x15\xb3\xb0_\xfa|'), '\x64' + chr(101) + chr(9028 - 8929) + chr(3158 - 3047) + '\144' + '\x65')(chr(0b1110101) + chr(116) + '\146' + chr(0b101101) + chr(0b110010 + 0o6)): oVre8I6UXc3b.learn.recorder.losses[-ehT0Px3KOsy9('\x30' + chr(0b1010111 + 0o30) + chr(0b11000 + 0o31), 0o10)].cpu().numpy(), xafqLlk3kkUe(SXOLrMavuUCe(b'\x01$\xf1:\x1f\xb3\xb0_\xfa|'), chr(0b11010 + 0o112) + chr(0b11101 + 0o110) + chr(0b1100011) + chr(0b100110 + 0o111) + chr(6102 - 6002) + chr(101))('\165' + chr(0b110110 + 0o76) + '\146' + chr(0b101101) + chr(0b101101 + 0o13)): oVre8I6UXc3b.learn.recorder.val_losses[-ehT0Px3KOsy9(chr(48) + chr(5157 - 5046) + '\061', 8)]}
if SPnCNu54H1db[xafqLlk3kkUe(SXOLrMavuUCe(b'\x01$\xf1:\x1f\xb3\xb0_\xfa|'), chr(0b10110 + 0o116) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b111001 + 0o53) + chr(101))(chr(0b1110101) + chr(0b1110100) + chr(0b1111 + 0o127) + chr(45) + chr(1312 - 1256))] is None:
return
if xafqLlk3kkUe(oVre8I6UXc3b.learn.recorder, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a \xe9!\x12\x8f\xaf'), '\144' + chr(0b1100101) + chr(0b1100011) + chr(10533 - 10422) + chr(0b1100100) + '\x65')('\165' + chr(116) + chr(0b1100110) + chr(0b101101) + '\070')):
for (r8ufID9JCHnI, m1NkCryOw9Bx) in pZ0NK2y6HRbn(xafqLlk3kkUe(oVre8I6UXc3b.learn.recorder, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a \xe9!\x12\x8f\xaf'), '\144' + chr(524 - 423) + chr(99) + chr(9572 - 9461) + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + chr(1803 - 1747)))[-ehT0Px3KOsy9('\x30' + chr(0b110011 + 0o74) + chr(2101 - 2052), 8)], xafqLlk3kkUe(oVre8I6UXc3b.learn.recorder, xafqLlk3kkUe(SXOLrMavuUCe(b'8&\xf3\x01J\x84\x86\x07\xf9H\x05\xbd'), '\144' + chr(0b110111 + 0o56) + chr(0b10 + 0o141) + '\x6f' + chr(0b1100100) + '\145')(chr(117) + '\164' + chr(6492 - 6390) + chr(0b101101) + chr(1153 - 1097)))[ehT0Px3KOsy9(chr(0b110000) + chr(8073 - 7962) + chr(51), 0b1000):-ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49), 8)]):
SPnCNu54H1db[m1NkCryOw9Bx] = r8ufID9JCHnI
if xafqLlk3kkUe(SPnCNu54H1db, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10 \xe9'), chr(100) + '\145' + chr(99) + chr(0b1101111) + chr(7482 - 7382) + '\x65')(chr(4745 - 4628) + '\x74' + chr(0b10111 + 0o117) + chr(0b101101) + chr(1463 - 1407)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a*\xf3:\x0f\x83\xae'), chr(100) + chr(0b1100101) + '\143' + chr(0b1101111) + chr(0b1100100) + chr(101))('\x75' + chr(0b1110100) + '\x66' + chr(0b10101 + 0o30) + '\070'))) is None:
nDEnNBabFNKm(f"{xafqLlk3kkUe(oVre8I6UXc3b, chr(0b1000011) + chr(0b1101111 + 0o12) + chr(48) + chr(3824 - 3712) + chr(2659 - 2591) + chr(105) + chr(0b101111 + 0o105) + chr(48) + chr(0b100010 + 0o70) + chr(71) + chr(0b101111 + 0o4) + chr(0b11111 + 0o63))} conditioned on metric `{xafqLlk3kkUe(oVre8I6UXc3b, chr(0b1101101) + chr(0b10101 + 0o132) + chr(0b1101110) + chr(7804 - 7699) + chr(0b1110100) + chr(111) + chr(0b1110010))}` which is not available. Available metrics are: {xafqLlk3kkUe(chr(0b11011 + 0o21) + chr(194 - 162), chr(0b110001 + 0o71) + chr(111) + chr(0b10000 + 0o131) + chr(0b1001000 + 0o46))(abA97kOQKaLo(M8_cKLkHVB2V, xafqLlk3kkUe(oVre8I6UXc3b.learn.recorder, chr(0b10 + 0o115) + chr(0b100100 + 0o77) + chr(0b10100 + 0o132) + chr(0b111001 + 0o31) + chr(0b110001) + chr(8729 - 8625) + chr(0b1000010 + 0o30) + chr(0b110111) + chr(0b101001 + 0o107) + chr(0b1000111) + chr(0b1100100) + chr(114))[1:-1]))}")
return xafqLlk3kkUe(SPnCNu54H1db, xafqLlk3kkUe(SXOLrMavuUCe(b'\x10 \xe9'), '\x64' + '\145' + chr(804 - 705) + '\157' + '\144' + chr(0b1100101))('\x75' + chr(0b1101111 + 0o5) + '\x66' + chr(0b11 + 0o52) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x1a*\xf3:\x0f\x83\xae'), '\x64' + chr(0b1001011 + 0o32) + '\143' + chr(0b1010111 + 0o30) + chr(0b1100100) + chr(0b1100101))('\x75' + chr(0b1000100 + 0o60) + chr(0b100010 + 0o104) + chr(0b10111 + 0o26) + chr(56))))
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
SaveModelCallback.on_epoch_end
|
def on_epoch_end(self, epoch:int, **kwargs:Any)->None:
"Compare the value monitored to its best score and maybe save the model."
if self.every=="epoch": self.learn.save(f'{self.name}_{epoch}')
else: #every="improvement"
current = self.get_monitor_value()
if current is not None and self.operator(current, self.best):
print(f'Better model found at epoch {epoch} with {self.monitor} value: {current}.')
self.best = current
self.learn.save(f'{self.name}')
|
python
|
def on_epoch_end(self, epoch:int, **kwargs:Any)->None:
"Compare the value monitored to its best score and maybe save the model."
if self.every=="epoch": self.learn.save(f'{self.name}_{epoch}')
else: #every="improvement"
current = self.get_monitor_value()
if current is not None and self.operator(current, self.best):
print(f'Better model found at epoch {epoch} with {self.monitor} value: {current}.')
self.best = current
self.learn.save(f'{self.name}')
|
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Compare the value monitored to its best score and maybe save the model.
|
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"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L93-L101
|
train
|
Compare the value monitored to its best score and maybe save the model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(6589 - 6478) + chr(0b110001 + 0o1) + '\067' + chr(0b11110 + 0o31), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1458 - 1409) + chr(48) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(1877 - 1829), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2548 - 2497) + chr(0b110110) + chr(121 - 69), 10266 - 10258), ehT0Px3KOsy9(chr(0b110 + 0o52) + '\157' + chr(2105 - 2056) + chr(50) + chr(50), 56247 - 56239), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b100010 + 0o22) + '\066', 17956 - 17948), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(8851 - 8740) + '\x31' + '\x37' + chr(1740 - 1690), 0o10), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(0b110011) + chr(0b110010) + chr(0b100011 + 0o15), 15656 - 15648), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(0b110011) + chr(53), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(1520 - 1471) + '\x35', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(356 - 302) + chr(0b101001 + 0o15), 5774 - 5766), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b110011) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11974 - 11863) + chr(51) + chr(961 - 909) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b110110) + '\x31', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11010 + 0o27) + '\x32' + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010 + 0o145) + '\x31' + chr(0b110010) + '\x32', 8), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\157' + '\x31' + chr(1746 - 1693) + chr(1412 - 1359), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1000 + 0o51) + chr(0b10110 + 0o37) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(821 - 773) + '\157' + '\x32' + '\x30' + chr(1380 - 1330), 3623 - 3615), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\066' + chr(54), 41648 - 41640), ehT0Px3KOsy9('\x30' + chr(111) + '\x31' + '\x37' + '\065', 57539 - 57531), ehT0Px3KOsy9(chr(319 - 271) + chr(5460 - 5349) + chr(0b10010 + 0o44) + chr(50), 37679 - 37671), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + chr(0b10010 + 0o37) + '\x37' + chr(0b110001 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1507 - 1458) + chr(48), 40119 - 40111), ehT0Px3KOsy9(chr(516 - 468) + '\157' + chr(1572 - 1521) + chr(0b1100 + 0o47) + '\061', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\066' + chr(1757 - 1705), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(0b100111 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\157' + chr(0b110010) + '\065' + '\x35', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6494 - 6383) + chr(0b110011) + '\x30' + chr(0b110001), 55616 - 55608), ehT0Px3KOsy9(chr(48) + chr(637 - 526) + chr(0b110010) + chr(1581 - 1526) + '\x33', 0o10), ehT0Px3KOsy9(chr(1764 - 1716) + '\x6f' + chr(55) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(1002 - 954) + chr(111) + '\062' + chr(53) + chr(1005 - 957), 25163 - 25155), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1715 - 1665) + chr(0b110001) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(409 - 361) + chr(6104 - 5993) + chr(0b11111 + 0o23) + '\x31' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(0b110101) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1175 - 1124) + '\x30' + chr(232 - 180), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1011 + 0o50) + '\064' + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + chr(0b100011 + 0o21) + chr(1496 - 1442), 8), ehT0Px3KOsy9('\060' + chr(0b110100 + 0o73) + chr(0b11100 + 0o26) + chr(0b110101) + chr(0b110100), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1707 - 1659) + chr(0b1001001 + 0o46) + chr(0b101111 + 0o6) + chr(0b11001 + 0o27), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x91'), '\144' + chr(824 - 723) + chr(99) + '\157' + '\144' + chr(101))('\x75' + chr(0b1110100) + '\146' + chr(0b1010 + 0o43) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SQOyZyL5d6nN(oVre8I6UXc3b, LWTVW06OsTjl, **M8EIoTs2GJXE) -> None:
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xda0M\x86+'), chr(0b1100100) + chr(0b10100 + 0o121) + chr(99) + '\157' + '\144' + chr(101))(chr(117) + chr(0b1110100) + chr(102) + chr(45) + chr(0b110000 + 0o10))) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xda6G\x97:'), chr(9908 - 9808) + chr(101) + chr(99) + chr(0b1101111) + chr(0b1100100) + chr(0b1100101))('\165' + '\164' + chr(0b1100110) + chr(45) + chr(0b111000)):
xafqLlk3kkUe(oVre8I6UXc3b.learn, xafqLlk3kkUe(SXOLrMavuUCe(b"\xcc'^\x91"), '\144' + chr(9804 - 9703) + chr(0b110001 + 0o62) + '\157' + '\144' + chr(0b1100101))('\x75' + chr(0b1110100) + '\x66' + chr(1334 - 1289) + chr(0b10010 + 0o46)))(f"{xafqLlk3kkUe(oVre8I6UXc3b, chr(65) + chr(3268 - 3195) + chr(0b1101100 + 0o12) + chr(0b1001010) + chr(0b100 + 0o116) + chr(122) + chr(0b1001100) + chr(100) + chr(68) + chr(0b1100110) + chr(103) + chr(70))}_{LWTVW06OsTjl}")
else:
xs6XOz6fvaCq = oVre8I6UXc3b.get_monitor_value()
if xs6XOz6fvaCq is not None and xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xd06M\x863\x12\x15\xa2'), chr(0b1100100) + chr(0b10100 + 0o121) + chr(4296 - 4197) + chr(5272 - 5161) + chr(100) + chr(0b1100101))(chr(117) + chr(12939 - 12823) + chr(310 - 208) + '\x2d' + chr(531 - 475)))(xs6XOz6fvaCq, xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc\x08i\xc6;\tJ\xe1\x8c\xa8\x02\x9e'), chr(0b1100100) + chr(0b100011 + 0o102) + chr(286 - 187) + '\x6f' + chr(100) + '\x65')(chr(6334 - 6217) + '\164' + chr(4134 - 4032) + chr(0b101 + 0o50) + '\070'))):
zLUzGokYBM2Z(f"Better model found at epoch {LWTVW06OsTjl} with {xafqLlk3kkUe(oVre8I6UXc3b, chr(0b1101101) + chr(0b1101111) + chr(0b1010101 + 0o31) + chr(0b1101001) + chr(12890 - 12774) + chr(0b1101111) + chr(114))} value: {xs6XOz6fvaCq}.")
oVre8I6UXc3b.sNA2io01QetG = xs6XOz6fvaCq
xafqLlk3kkUe(oVre8I6UXc3b.learn, xafqLlk3kkUe(SXOLrMavuUCe(b"\xcc'^\x91"), chr(100) + chr(7937 - 7836) + chr(99) + chr(111) + chr(100) + '\145')('\x75' + chr(0b1110100) + '\146' + chr(0b100000 + 0o15) + chr(0b111000)))(f"{xafqLlk3kkUe(oVre8I6UXc3b, chr(0b1000001) + chr(0b10011 + 0o66) + chr(0b111110 + 0o70) + chr(74) + chr(0b11011 + 0o67) + chr(4304 - 4182) + chr(1125 - 1049) + chr(0b1010010 + 0o22) + chr(0b110111 + 0o15) + chr(0b1100110) + chr(0b1100111) + chr(0b11101 + 0o51))}")
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
SaveModelCallback.on_train_end
|
def on_train_end(self, **kwargs):
"Load the best model."
if self.every=="improvement" and (self.learn.path/f'{self.learn.model_dir}/{self.name}.pth').is_file():
self.learn.load(f'{self.name}', purge=False)
|
python
|
def on_train_end(self, **kwargs):
"Load the best model."
if self.every=="improvement" and (self.learn.path/f'{self.learn.model_dir}/{self.name}.pth').is_file():
self.learn.load(f'{self.name}', purge=False)
|
[
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":",
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"\"improvement\"",
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"f'{self.learn.model_dir}/{self.name}.pth'",
")",
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")",
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".",
"learn",
".",
"load",
"(",
"f'{self.name}'",
",",
"purge",
"=",
"False",
")"
] |
Load the best model.
|
[
"Load",
"the",
"best",
"model",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L103-L106
|
train
|
Load the best model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + '\157' + chr(0b100 + 0o57) + chr(2550 - 2499) + chr(52), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x34' + chr(0b1011 + 0o47), 15827 - 15819), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1247 - 1195) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\x31' + chr(1615 - 1561) + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b1001 + 0o52) + '\x34', 0b1000), ehT0Px3KOsy9(chr(1534 - 1486) + chr(6482 - 6371) + '\x34' + '\x31', 57100 - 57092), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + chr(49) + '\064' + chr(0b110110), 58912 - 58904), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110101) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101101 + 0o2) + chr(1132 - 1083), 0b1000), ehT0Px3KOsy9('\x30' + chr(8536 - 8425) + chr(55) + chr(2313 - 2263), 0o10), ehT0Px3KOsy9(chr(1406 - 1358) + chr(0b10111 + 0o130) + chr(2176 - 2127) + chr(0b110111) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\157' + chr(0b1010 + 0o51) + chr(900 - 851) + '\x32', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(49) + '\064' + chr(536 - 486), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(0b110110) + '\065', 0b1000), ehT0Px3KOsy9(chr(1066 - 1018) + '\157' + chr(49) + chr(50) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\064' + chr(645 - 594), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(0b111 + 0o150) + chr(2149 - 2097), 0b1000), ehT0Px3KOsy9('\060' + chr(11466 - 11355) + '\x32' + chr(0b110001) + '\065', 0b1000), ehT0Px3KOsy9(chr(334 - 286) + chr(111) + chr(1048 - 998) + chr(1069 - 1015) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(258 - 207) + '\x33' + chr(727 - 678), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(0b110 + 0o56) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + '\x32' + chr(1060 - 1007) + chr(0b100100 + 0o17), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\063' + '\064' + chr(0b110000 + 0o4), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1000101 + 0o52) + chr(0b110010) + chr(0b110000) + chr(0b100001 + 0o22), 56532 - 56524), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + '\x32' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\x33' + chr(895 - 842), 13447 - 13439), ehT0Px3KOsy9('\060' + chr(0b101001 + 0o106) + chr(64 - 13) + chr(1389 - 1336) + chr(1338 - 1288), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(0b1111 + 0o43) + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(1442 - 1391) + chr(0b10011 + 0o43) + chr(1449 - 1395), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x34' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111 + 0o0) + '\x31' + chr(51) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(51) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(371 - 323) + '\157' + '\x33' + '\060' + chr(0b1 + 0o60), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(12147 - 12036) + '\062' + chr(0b11101 + 0o25) + '\066', 30826 - 30818), ehT0Px3KOsy9('\060' + chr(111) + chr(2395 - 2344) + chr(52) + '\060', 0b1000), ehT0Px3KOsy9('\060' + chr(2134 - 2023) + chr(50) + chr(0b11111 + 0o22), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(2652 - 2597) + '\x31', 51869 - 51861), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + chr(0b110010) + chr(1331 - 1281), 39290 - 39282), ehT0Px3KOsy9(chr(48) + chr(4975 - 4864) + chr(49) + chr(53) + '\x34', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1471 - 1418) + chr(0b1 + 0o57), 55668 - 55660)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2'), '\144' + '\145' + chr(0b111 + 0o134) + chr(111) + '\x64' + chr(0b1001 + 0o134))(chr(0b1110101) + '\164' + chr(2502 - 2400) + chr(0b11111 + 0o16) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ok4dKpBtqgOR(oVre8I6UXc3b, **M8EIoTs2GJXE):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb9\xd4E\x04\xe5'), '\144' + chr(101) + chr(0b1011100 + 0o7) + chr(9901 - 9790) + '\x64' + chr(0b101101 + 0o70))(chr(0b101001 + 0o114) + '\164' + chr(0b1100110) + chr(45) + '\x38')) == xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\xcfP\x04\xf3W\x03AdT\x0b'), chr(0b1100100) + chr(0b1100101) + chr(99) + chr(0b1111 + 0o140) + '\x64' + chr(0b1010010 + 0o23))(chr(0b1010000 + 0o45) + chr(5300 - 5184) + chr(0b1100110) + '\x2d' + chr(0b11011 + 0o35)) and xafqLlk3kkUe(oVre8I6UXc3b.learn.path / f'{oVre8I6UXc3b.learn.model_dir}/{oVre8I6UXc3b.name}.pth', xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5\xd1\x7f\x10\xf5M\x03'), '\144' + '\x65' + '\x63' + chr(0b1101111) + chr(0b1011 + 0o131) + chr(101))('\x75' + chr(0b100000 + 0o124) + chr(0b1100110) + chr(0b1000 + 0o45) + chr(2060 - 2004)))():
xafqLlk3kkUe(oVre8I6UXc3b.learn, xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1\xdaT\x12\xcdl\x03Evp%\x80'), chr(100) + '\x65' + chr(0b1100011) + '\157' + chr(0b101010 + 0o72) + chr(101))(chr(12597 - 12480) + '\164' + chr(0b1100110) + '\055' + chr(0b111000 + 0o0)))(f"{xafqLlk3kkUe(oVre8I6UXc3b, chr(65) + chr(73) + chr(13398 - 13280) + chr(0b111 + 0o103) + chr(0b101011 + 0o47) + chr(0b1010011 + 0o47) + chr(1833 - 1757) + chr(0b0 + 0o144) + chr(0b1000100) + chr(0b1011 + 0o133) + chr(103) + chr(70))}", purge=ehT0Px3KOsy9('\x30' + chr(111) + chr(125 - 77), 0o10))
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
ReduceLROnPlateauCallback.on_train_begin
|
def on_train_begin(self, **kwargs:Any)->None:
"Initialize inner arguments."
self.wait, self.opt = 0, self.learn.opt
super().on_train_begin(**kwargs)
|
python
|
def on_train_begin(self, **kwargs:Any)->None:
"Initialize inner arguments."
self.wait, self.opt = 0, self.learn.opt
super().on_train_begin(**kwargs)
|
[
"def",
"on_train_begin",
"(",
"self",
",",
"*",
"*",
"kwargs",
":",
"Any",
")",
"->",
"None",
":",
"self",
".",
"wait",
",",
"self",
".",
"opt",
"=",
"0",
",",
"self",
".",
"learn",
".",
"opt",
"super",
"(",
")",
".",
"on_train_begin",
"(",
"*",
"*",
"kwargs",
")"
] |
Initialize inner arguments.
|
[
"Initialize",
"inner",
"arguments",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L116-L119
|
train
|
Initialize inner arguments.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b110010 + 0o75) + chr(51) + chr(1218 - 1170) + chr(0b110000), 52901 - 52893), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(0b11010 + 0o30), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(50) + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10100 + 0o36) + chr(52) + '\x30', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(54) + chr(0b1111 + 0o42), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + '\062' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(0b110001) + chr(0b1111 + 0o46), 14248 - 14240), ehT0Px3KOsy9(chr(259 - 211) + '\157' + chr(0b110001 + 0o0) + chr(52) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + chr(2589 - 2538) + chr(0b10101 + 0o40) + '\064', 6551 - 6543), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110111) + chr(49), 16637 - 16629), ehT0Px3KOsy9(chr(0b110000) + chr(5080 - 4969) + chr(1439 - 1389) + chr(2650 - 2596) + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(284 - 173) + '\x33' + chr(51) + chr(0b101011 + 0o10), 49407 - 49399), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(0b100 + 0o56) + chr(463 - 412) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(11381 - 11270) + chr(0b100100 + 0o15) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100010 + 0o15) + chr(817 - 768) + chr(0b110101) + chr(116 - 61), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(673 - 562) + chr(0b110101 + 0o1) + chr(2114 - 2060), 26173 - 26165), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + '\x32' + chr(0b10111 + 0o34), 29707 - 29699), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b110000) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + chr(0b11111 + 0o23) + chr(0b110100), 813 - 805), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(52) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + '\x33' + '\064' + chr(1095 - 1046), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(0b110011) + '\061', 53385 - 53377), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(53) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + '\061' + chr(0b100 + 0o62), 12855 - 12847), ehT0Px3KOsy9('\060' + chr(7167 - 7056) + chr(0b110011) + '\063' + chr(131 - 77), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\x35' + chr(513 - 458), 8), ehT0Px3KOsy9(chr(406 - 358) + chr(3263 - 3152) + chr(0b10111 + 0o33) + chr(48) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(1168 - 1120) + chr(1233 - 1122) + chr(0b110010) + chr(1473 - 1419) + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + chr(51) + chr(0b1101 + 0o52) + chr(50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\x31' + chr(415 - 366) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1110 + 0o51) + chr(0b101100 + 0o10), 0b1000), ehT0Px3KOsy9('\060' + chr(7882 - 7771) + chr(0b110010) + chr(0b11100 + 0o27), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b110101) + chr(0b110110), 57825 - 57817), ehT0Px3KOsy9(chr(48) + chr(111) + chr(920 - 869) + chr(50) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(4704 - 4593) + '\064' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110011 + 0o74) + chr(0b110011) + chr(1439 - 1385), ord("\x08")), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(8204 - 8093) + chr(0b110010) + chr(2583 - 2531) + chr(0b101010 + 0o7), 54054 - 54046), ehT0Px3KOsy9(chr(0b11000 + 0o30) + '\157' + '\x31' + chr(0b10110 + 0o35) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(2291 - 2243) + chr(0b1101111) + chr(2348 - 2298) + chr(0b110111) + chr(49), 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(268 - 218) + '\063' + chr(0b11010 + 0o31), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b110101) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xee'), chr(100) + chr(0b1000001 + 0o44) + '\x63' + chr(0b11101 + 0o122) + chr(100) + '\x65')(chr(6334 - 6217) + '\x74' + chr(102) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hw8LiNM2DL6Z(oVre8I6UXc3b, **M8EIoTs2GJXE) -> None:
(oVre8I6UXc3b.iik9wfy8nMEV, oVre8I6UXc3b.PFDxXM_vbSsA) = (ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(5107 - 4996) + chr(0b0 + 0o60), ord("\x08")), oVre8I6UXc3b.learn.PFDxXM_vbSsA)
xafqLlk3kkUe(KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\xaf|\xcc\xd4\x03\xf7\xa4\x0e\xb3\xdb\xd6\xbc\xf2g'), chr(0b11100 + 0o110) + chr(0b1100101) + chr(9678 - 9579) + chr(0b1100011 + 0o14) + chr(0b1010011 + 0o21) + chr(0b1100101))(chr(117) + '\164' + '\x66' + chr(0b101101) + chr(0b1011 + 0o55)))(**M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/callbacks/tracker.py
|
ReduceLROnPlateauCallback.on_epoch_end
|
def on_epoch_end(self, epoch, **kwargs:Any)->None:
"Compare the value monitored to its best and maybe reduce lr."
current = self.get_monitor_value()
if current is None: return
if self.operator(current - self.min_delta, self.best): self.best,self.wait = current,0
else:
self.wait += 1
if self.wait > self.patience:
self.opt.lr *= self.factor
self.wait = 0
print(f'Epoch {epoch}: reducing lr to {self.opt.lr}')
|
python
|
def on_epoch_end(self, epoch, **kwargs:Any)->None:
"Compare the value monitored to its best and maybe reduce lr."
current = self.get_monitor_value()
if current is None: return
if self.operator(current - self.min_delta, self.best): self.best,self.wait = current,0
else:
self.wait += 1
if self.wait > self.patience:
self.opt.lr *= self.factor
self.wait = 0
print(f'Epoch {epoch}: reducing lr to {self.opt.lr}')
|
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")"
] |
Compare the value monitored to its best and maybe reduce lr.
|
[
"Compare",
"the",
"value",
"monitored",
"to",
"its",
"best",
"and",
"maybe",
"reduce",
"lr",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/tracker.py#L121-L131
|
train
|
Compare the value monitored to its best and maybe reduce lr.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b10101 + 0o34) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(0b101110 + 0o4) + chr(1836 - 1787) + chr(55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b100111 + 0o11) + chr(2792 - 2737), 0b1000), ehT0Px3KOsy9(chr(1965 - 1917) + chr(111) + chr(51) + '\062' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110001) + chr(49) + chr(157 - 106), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\x35' + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101000 + 0o7) + '\x31' + chr(0b11010 + 0o33) + chr(0b0 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b1011 + 0o50) + '\x34' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(53) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(4283 - 4172) + chr(0b10110 + 0o33) + chr(0b110110) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2239 - 2188) + chr(0b110101), 19614 - 19606), ehT0Px3KOsy9('\x30' + chr(111) + chr(2199 - 2150) + '\x32' + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(0b110 + 0o53) + '\x31' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(1427 - 1379) + '\157' + chr(55) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b110110) + chr(48), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + chr(51), 55177 - 55169), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(836 - 788) + '\x30', 5880 - 5872), ehT0Px3KOsy9(chr(48) + chr(6350 - 6239) + '\061' + chr(2272 - 2221) + chr(0b10010 + 0o40), ord("\x08")), ehT0Px3KOsy9(chr(0b101011 + 0o5) + chr(111) + chr(51) + chr(0b10110 + 0o33) + chr(0b11001 + 0o35), 21840 - 21832), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101101 + 0o6) + chr(55) + chr(1140 - 1091), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\064' + chr(0b100000 + 0o21), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(51) + chr(53) + chr(0b110010), 20812 - 20804), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(1536 - 1483) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b100 + 0o54) + '\157' + '\x31' + chr(910 - 857) + chr(1047 - 993), 8806 - 8798), ehT0Px3KOsy9(chr(1509 - 1461) + chr(11275 - 11164) + '\061' + chr(53) + chr(1779 - 1730), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001 + 0o0) + chr(1932 - 1884) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(2791 - 2680) + chr(0b110010) + chr(55) + '\063', 62998 - 62990), ehT0Px3KOsy9(chr(729 - 681) + '\x6f' + chr(0b11001 + 0o30) + chr(49) + '\062', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2159 - 2108) + '\067' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(1591 - 1480) + chr(0b100101 + 0o15) + chr(55) + chr(0b110110), 59556 - 59548), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(0b110110) + '\x34', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10000 + 0o42), 59119 - 59111), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10110 + 0o33) + chr(0b110011 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(658 - 610) + '\x6f' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + chr(0b110001) + '\x33' + '\x36', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(50) + chr(1262 - 1209), 31373 - 31365), ehT0Px3KOsy9(chr(0b110000) + chr(5489 - 5378) + chr(613 - 562) + chr(485 - 434) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(50) + chr(0b10001 + 0o43) + chr(0b110111), 14033 - 14025), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b10001 + 0o45) + chr(223 - 169), 38767 - 38759), ehT0Px3KOsy9(chr(0b110000) + chr(0b110110 + 0o71) + '\062' + '\x36' + chr(2066 - 2018), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\157' + chr(0b110101) + chr(0b100100 + 0o14), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'&'), chr(0b1100100) + chr(101) + '\143' + chr(0b1101011 + 0o4) + chr(0b1100100) + chr(0b11111 + 0o106))(chr(117) + chr(11926 - 11810) + chr(102) + chr(0b1000 + 0o45) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SQOyZyL5d6nN(oVre8I6UXc3b, LWTVW06OsTjl, **M8EIoTs2GJXE) -> None:
xs6XOz6fvaCq = oVre8I6UXc3b.get_monitor_value()
if xs6XOz6fvaCq is None:
return
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'g\xff"\xa6*[\x05\x94'), chr(0b1010000 + 0o24) + chr(4494 - 4393) + chr(4150 - 4051) + chr(1184 - 1073) + chr(0b1100100) + chr(101))(chr(0b1110101) + '\164' + chr(102) + chr(1241 - 1196) + chr(1154 - 1098)))(xs6XOz6fvaCq - xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'e\xe6)\x8b/J\x06\x92\x88'), '\x64' + chr(0b110 + 0o137) + chr(99) + chr(111) + chr(0b1100100) + chr(6317 - 6216))(chr(0b1110101) + '\164' + '\x66' + '\055' + chr(0b111000))), xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'{\xc1\x06\xe6"@Z\xd7\xb8\x12i\x16'), '\x64' + chr(0b100110 + 0o77) + '\143' + chr(8454 - 8343) + chr(0b11110 + 0o106) + chr(0b1011 + 0o132))(chr(0b1110101) + '\164' + '\x66' + chr(1079 - 1034) + chr(2267 - 2211)))):
(oVre8I6UXc3b.sNA2io01QetG, oVre8I6UXc3b.iik9wfy8nMEV) = (xs6XOz6fvaCq, ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + chr(0b110000), 8))
else:
oVre8I6UXc3b.iik9wfy8nMEV += ehT0Px3KOsy9(chr(48) + chr(111) + chr(784 - 735), 27413 - 27405)
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'a\xe6,\xed<I\x13\xde\x87:X\x07'), '\144' + chr(7119 - 7018) + chr(0b111110 + 0o45) + '\157' + chr(0b1001100 + 0o30) + '\x65')(chr(1338 - 1221) + '\164' + chr(2196 - 2094) + '\x2d' + chr(56))) > xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'x\xee3\xbd.A\t\x83'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(0b101011 + 0o71) + '\145')('\165' + '\x74' + chr(102) + chr(0b10110 + 0o27) + chr(56))):
oVre8I6UXc3b.opt.Zzs55KO_HKfp *= oVre8I6UXc3b.factor
oVre8I6UXc3b.iik9wfy8nMEV = ehT0Px3KOsy9('\x30' + chr(111) + chr(48), 8)
zLUzGokYBM2Z(f"Epoch {LWTVW06OsTjl}: reducing lr to {xafqLlk3kkUe(oVre8I6UXc3b.opt, chr(0b1011010) + chr(2349 - 2227) + chr(1088 - 973) + chr(1954 - 1901) + chr(0b110101) + chr(2959 - 2884) + chr(0b1001111) + chr(2464 - 2369) + chr(0b10000 + 0o70) + chr(2951 - 2876) + chr(0b1000111 + 0o37) + chr(6633 - 6521))}")
|
fastai/fastai
|
fastai/gen_doc/convert2html.py
|
convert_nb
|
def convert_nb(fname, dest_path='.'):
"Convert a notebook `fname` to html file in `dest_path`."
from .gen_notebooks import remove_undoc_cells, remove_code_cell_jupyter_widget_state_elem
nb = read_nb(fname)
nb['cells'] = remove_undoc_cells(nb['cells'])
nb['cells'] = remove_code_cell_jupyter_widget_state_elem(nb['cells'])
fname = Path(fname).absolute()
dest_name = fname.with_suffix('.html').name
meta = nb['metadata']
meta_jekyll = meta['jekyll'] if 'jekyll' in meta else {'title': fname.with_suffix('').name}
meta_jekyll['nb_path'] = f'{fname.parent.name}/{fname.name}'
with open(f'{dest_path}/{dest_name}','w') as f:
f.write(exporter.from_notebook_node(nb, resources=meta_jekyll)[0])
|
python
|
def convert_nb(fname, dest_path='.'):
"Convert a notebook `fname` to html file in `dest_path`."
from .gen_notebooks import remove_undoc_cells, remove_code_cell_jupyter_widget_state_elem
nb = read_nb(fname)
nb['cells'] = remove_undoc_cells(nb['cells'])
nb['cells'] = remove_code_cell_jupyter_widget_state_elem(nb['cells'])
fname = Path(fname).absolute()
dest_name = fname.with_suffix('.html').name
meta = nb['metadata']
meta_jekyll = meta['jekyll'] if 'jekyll' in meta else {'title': fname.with_suffix('').name}
meta_jekyll['nb_path'] = f'{fname.parent.name}/{fname.name}'
with open(f'{dest_path}/{dest_name}','w') as f:
f.write(exporter.from_notebook_node(nb, resources=meta_jekyll)[0])
|
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] |
Convert a notebook `fname` to html file in `dest_path`.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/convert2html.py#L21-L33
|
train
|
Convert a notebook fname to html file in dest_path.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(981 - 927) + chr(2000 - 1951), 41553 - 41545), ehT0Px3KOsy9(chr(0b110000) + chr(1551 - 1440) + chr(50) + chr(53) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49) + '\x36' + chr(0b100110 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110011) + chr(2270 - 2220) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(0b11000 + 0o127) + chr(0b110011) + chr(743 - 693) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(456 - 406) + chr(1952 - 1897) + chr(0b110100), 15843 - 15835), ehT0Px3KOsy9('\060' + '\157' + chr(50) + chr(923 - 875) + chr(0b100 + 0o60), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(1329 - 1278) + chr(51), 3274 - 3266), ehT0Px3KOsy9('\x30' + chr(7822 - 7711) + '\x33' + chr(0b110000 + 0o0) + chr(0b1000 + 0o52), 0o10), ehT0Px3KOsy9(chr(48) + chr(3461 - 3350) + '\x33' + '\060' + chr(50), 8), ehT0Px3KOsy9('\x30' + chr(8247 - 8136) + '\x31' + chr(55) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110001) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\157' + chr(0b10001 + 0o42) + chr(48) + '\063', 22483 - 22475), ehT0Px3KOsy9(chr(868 - 820) + chr(8584 - 8473) + chr(0b110011) + chr(51) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x32' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001) + '\061', 6936 - 6928), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(53) + chr(0b100100 + 0o22), 1508 - 1500), ehT0Px3KOsy9(chr(0b110000) + chr(8619 - 8508) + chr(50) + '\065' + chr(2409 - 2354), 8157 - 8149), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011 + 0o0) + '\061' + '\x32', 0o10), ehT0Px3KOsy9(chr(747 - 699) + '\x6f' + chr(0b110101 + 0o2) + '\067', 0b1000), ehT0Px3KOsy9(chr(48) + chr(7330 - 7219) + chr(426 - 376) + chr(0b110000 + 0o7) + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(2720 - 2609) + '\063' + '\x34' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(342 - 294) + chr(8179 - 8068) + '\x32' + chr(52) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\062' + chr(49), 28282 - 28274), ehT0Px3KOsy9(chr(48) + chr(2374 - 2263) + '\062' + chr(0b110000) + chr(0b10010 + 0o43), 11147 - 11139), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101000 + 0o12) + chr(0b110101) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(1230 - 1182) + chr(0b1101111) + '\061' + chr(0b11 + 0o64) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(285 - 237) + chr(8943 - 8832) + '\x34' + chr(2487 - 2436), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11100 + 0o26) + chr(0b110011) + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1311 - 1257) + chr(0b110100), 20670 - 20662), ehT0Px3KOsy9(chr(0b110000) + chr(5161 - 5050) + '\063' + chr(0b11 + 0o57) + chr(0b100011 + 0o15), 8), ehT0Px3KOsy9(chr(0b100 + 0o54) + chr(111) + '\061' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(3278 - 3167) + '\061' + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10111 + 0o130) + chr(0b11010 + 0o33) + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b111 + 0o53) + chr(55) + '\064', 8), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(111) + chr(2474 - 2423) + '\x37' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b111111 + 0o60) + '\061' + chr(0b110010) + '\x31', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b110111) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(63 - 12) + '\x32' + chr(0b11001 + 0o34), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(9817 - 9706) + chr(53) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f'), chr(0b1100100) + chr(0b1011001 + 0o14) + chr(9607 - 9508) + chr(10906 - 10795) + chr(0b1100001 + 0o3) + chr(0b10001 + 0o124))('\x75' + chr(116) + chr(6984 - 6882) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OkOAKPYX83oH(t3WbF0Ae42Pu, dXXdzRv_n6Ji=xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f'), chr(0b1100100) + '\145' + chr(0b1100011) + '\157' + chr(0b1010101 + 0o17) + chr(0b1100101))(chr(0b1110101) + chr(116) + chr(102) + '\055' + '\x38')):
(EQ3qSw4wCobQ, dkGBe6_fmhTZ) = (xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'V\xcf\x1f\x8b\xbe\xd3\xf0\xbe\xa0\xad\x15\xe1\xb0'), chr(0b1100001 + 0o3) + chr(0b1010010 + 0o23) + chr(0b1100011) + '\x6f' + '\x64' + chr(0b1100101))(chr(10503 - 10386) + chr(116) + '\146' + '\055' + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'C\xcf\x1c\xbb\xa6\xd9\xdb\xae\xac\xa6\x15\xe9\x9c\xba5eB\xdc'), chr(0b1100100) + chr(0b1100101) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b1100101))(chr(0b101110 + 0o107) + chr(0b1001100 + 0o50) + '\x66' + chr(1815 - 1770) + '\x38')), xafqLlk3kkUe(SXOLrMavuUCe(b'C\xcf\x1c\xbb\xa6\xd9\xdb\xae\xac\xa6\x15\xe9\x9c\xba5eB\xdc'), chr(8885 - 8785) + chr(101) + '\143' + chr(1381 - 1270) + chr(1422 - 1322) + chr(0b1100101))(chr(0b1110101) + '\164' + chr(9539 - 9437) + chr(45) + '\070')), xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'V\xcf\x1f\x8b\xbe\xd3\xf0\xbe\xa0\xad\x15\xe1\xb0'), '\x64' + chr(101) + '\x63' + chr(111) + chr(6469 - 6369) + chr(1089 - 988))('\165' + chr(13113 - 12997) + chr(102) + chr(0b11 + 0o52) + chr(347 - 291)), xafqLlk3kkUe(SXOLrMavuUCe(b'C\xcf\x1c\xbb\xa6\xd9\xdb\xb8\xad\xa6\x1f\xd5\xa0\xbc<eq\xc5\xbfO\xc7\x7f\x85\xd5\x8e\xf2\xc2\x1fD\xf8@\x8f}/M\xc8\x9b\x0e\x19\xb9T\xc7'), '\x64' + chr(0b100000 + 0o105) + '\x63' + '\x6f' + chr(100) + chr(0b1100001 + 0o4))(chr(0b1110 + 0o147) + chr(0b1110100) + chr(5454 - 5352) + chr(1756 - 1711) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'C\xcf\x1c\xbb\xa6\xd9\xdb\xb8\xad\xa6\x1f\xd5\xa0\xbc<eq\xc5\xbfO\xc7\x7f\x85\xd5\x8e\xf2\xc2\x1fD\xf8@\x8f}/M\xc8\x9b\x0e\x19\xb9T\xc7'), chr(0b1100100) + chr(0b1100101) + chr(7435 - 7336) + '\157' + chr(6773 - 6673) + '\x65')(chr(5785 - 5668) + '\x74' + '\x66' + '\x2d' + chr(0b111000))))
Ovxw0fdDOU7L = dKtTew_I6KKO(t3WbF0Ae42Pu)
Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'R\xcf\x1d\xb8\xa3'), '\144' + chr(0b111011 + 0o52) + '\143' + chr(9346 - 9235) + chr(9239 - 9139) + '\x65')(chr(5900 - 5783) + chr(13116 - 13000) + chr(102) + chr(0b100001 + 0o14) + chr(56))] = EQ3qSw4wCobQ(Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'R\xcf\x1d\xb8\xa3'), '\x64' + '\x65' + chr(132 - 33) + chr(6339 - 6228) + '\144' + chr(6920 - 6819))(chr(0b1010 + 0o153) + chr(116) + chr(102) + '\055' + chr(789 - 733))])
Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'R\xcf\x1d\xb8\xa3'), chr(0b1100100) + chr(8317 - 8216) + chr(99) + '\x6f' + chr(100) + chr(0b1000000 + 0o45))(chr(0b100111 + 0o116) + chr(0b1110100) + '\146' + '\055' + '\070')] = dkGBe6_fmhTZ(Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'R\xcf\x1d\xb8\xa3'), '\x64' + chr(6693 - 6592) + chr(0b1000100 + 0o37) + chr(0b1101111) + chr(9624 - 9524) + chr(0b1100101))(chr(0b110111 + 0o76) + chr(116) + chr(4706 - 4604) + chr(592 - 547) + chr(0b1000 + 0o60))])
t3WbF0Ae42Pu = HiPOQr0Cdorg(t3WbF0Ae42Pu).absolute()
seBpS20vPr3H = t3WbF0Ae42Pu.with_suffix(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xc2\x05\xb9\xbc'), chr(0b1100100) + '\x65' + chr(99) + chr(1073 - 962) + '\x64' + chr(101))('\165' + chr(10981 - 10865) + chr(102) + chr(0b101101) + chr(0b111000 + 0o0))).AIvJRzLdDfgF
Ddxy_ihdYXS3 = Ovxw0fdDOU7L[xafqLlk3kkUe(SXOLrMavuUCe(b'\\\xcf\x05\xb5\xb4\xdd\xf0\xba'), chr(100) + chr(7017 - 6916) + chr(99) + chr(0b1101111) + chr(100) + chr(0b1001011 + 0o32))(chr(0b1110101) + chr(0b1110100) + '\x66' + chr(45) + chr(0b111000))]
cHRkcAXEeLD4 = Ddxy_ihdYXS3[xafqLlk3kkUe(SXOLrMavuUCe(b'[\xcf\x1a\xad\xbc\xd0'), '\144' + chr(0b10101 + 0o120) + chr(0b1100011) + chr(1604 - 1493) + chr(0b1100100) + chr(0b1100101))(chr(11776 - 11659) + chr(0b1110100) + '\146' + chr(501 - 456) + '\070')] if xafqLlk3kkUe(SXOLrMavuUCe(b'[\xcf\x1a\xad\xbc\xd0'), '\x64' + chr(0b1100101) + chr(0b1100010 + 0o1) + '\x6f' + '\x64' + chr(8118 - 8017))(chr(9647 - 9530) + '\x74' + chr(102) + '\055' + '\x38') in Ddxy_ihdYXS3 else {xafqLlk3kkUe(SXOLrMavuUCe(b'E\xc3\x05\xb8\xb5'), '\x64' + '\145' + '\143' + chr(0b11101 + 0o122) + chr(1894 - 1794) + '\145')(chr(11350 - 11233) + chr(116) + '\x66' + chr(0b101101) + chr(1263 - 1207)): t3WbF0Ae42Pu.with_suffix(xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b1100100) + '\x65' + chr(0b1010010 + 0o21) + chr(0b1011110 + 0o21) + '\144' + chr(0b1100101))(chr(0b1001100 + 0o51) + '\164' + '\x66' + chr(1363 - 1318) + chr(56))).AIvJRzLdDfgF}
cHRkcAXEeLD4[xafqLlk3kkUe(SXOLrMavuUCe(b'_\xc8.\xa4\xb1\xc8\xec'), chr(100) + '\145' + '\x63' + '\x6f' + chr(100) + chr(101))(chr(0b1110 + 0o147) + '\164' + '\x66' + chr(0b101101) + '\070')] = f'{t3WbF0Ae42Pu.parent.AIvJRzLdDfgF}/{t3WbF0Ae42Pu.AIvJRzLdDfgF}'
with _fwkIVCGgtAN(f'{dXXdzRv_n6Ji}/{seBpS20vPr3H}', xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(0b1100100) + chr(9608 - 9507) + '\x63' + '\157' + '\x64' + '\x65')(chr(117) + '\164' + '\x66' + chr(1322 - 1277) + '\x38')) as EGyt1xfPT1P6:
xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'F\xd8\x18\xa0\xb5'), chr(6181 - 6081) + chr(5088 - 4987) + '\143' + chr(111) + chr(7391 - 7291) + chr(7270 - 7169))(chr(117) + chr(8504 - 8388) + '\146' + chr(45) + '\070'))(xafqLlk3kkUe(JlPWe5_dqyKi, xafqLlk3kkUe(SXOLrMavuUCe(b'W\xd8\x1e\xb9\x8f\xd2\xeb\xaf\xa7\xa0\x15\xe5\xa8\x86>fJ\xca'), '\144' + chr(3423 - 3322) + chr(0b1101 + 0o126) + '\157' + '\x64' + '\145')('\165' + '\x74' + chr(0b1100110) + chr(45) + '\x38'))(Ovxw0fdDOU7L, resources=cHRkcAXEeLD4)[ehT0Px3KOsy9(chr(48) + chr(247 - 136) + chr(0b111 + 0o51), ord("\x08"))])
|
fastai/fastai
|
fastai/gen_doc/convert2html.py
|
convert_all
|
def convert_all(folder, dest_path='.', force_all=False):
"Convert modified notebooks in `folder` to html pages in `dest_path`."
path = Path(folder)
changed_cnt = 0
for fname in path.glob("*.ipynb"):
# only rebuild modified files
fname_out = Path(dest_path)/fname.with_suffix('.html').name
if not force_all and fname_out.exists():
in_mod = os.path.getmtime(fname)
out_mod = os.path.getmtime(fname_out)
if in_mod < out_mod: continue
print(f"converting: {fname} => {fname_out}")
changed_cnt += 1
convert_nb(fname, dest_path=dest_path)
if not changed_cnt: print("No notebooks were modified")
|
python
|
def convert_all(folder, dest_path='.', force_all=False):
"Convert modified notebooks in `folder` to html pages in `dest_path`."
path = Path(folder)
changed_cnt = 0
for fname in path.glob("*.ipynb"):
# only rebuild modified files
fname_out = Path(dest_path)/fname.with_suffix('.html').name
if not force_all and fname_out.exists():
in_mod = os.path.getmtime(fname)
out_mod = os.path.getmtime(fname_out)
if in_mod < out_mod: continue
print(f"converting: {fname} => {fname_out}")
changed_cnt += 1
convert_nb(fname, dest_path=dest_path)
if not changed_cnt: print("No notebooks were modified")
|
[
"def",
"convert_all",
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"changed_cnt",
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"\"No notebooks were modified\"",
")"
] |
Convert modified notebooks in `folder` to html pages in `dest_path`.
|
[
"Convert",
"modified",
"notebooks",
"in",
"folder",
"to",
"html",
"pages",
"in",
"dest_path",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/gen_doc/convert2html.py#L35-L51
|
train
|
Convert modified notebooks in folder to html pages in dest_path.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(5172 - 5061) + chr(0b110001) + chr(0b11000 + 0o32) + chr(1801 - 1748), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4546 - 4435) + '\x31' + chr(1056 - 1008), 44998 - 44990), ehT0Px3KOsy9('\060' + '\x6f' + chr(846 - 796) + chr(51) + chr(53), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\062' + '\x32' + chr(0b110011 + 0o1), ord("\x08")), ehT0Px3KOsy9(chr(1285 - 1237) + chr(6342 - 6231) + chr(964 - 911) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + chr(54) + chr(0b110001), 53616 - 53608), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1807 - 1758) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(54) + chr(0b110111), 43237 - 43229), ehT0Px3KOsy9('\x30' + chr(0b1100101 + 0o12) + chr(49) + chr(0b1010 + 0o54) + chr(0b1001 + 0o56), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + chr(1084 - 1036) + '\066', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1046 - 996) + chr(49) + '\067', 64757 - 64749), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101110 + 0o5) + '\x30' + chr(1435 - 1383), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(2872 - 2817) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(2089 - 2038) + chr(531 - 476), 15667 - 15659), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\063' + '\x31', 8777 - 8769), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + '\062' + chr(0b101100 + 0o4), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b100111 + 0o110) + '\x33' + chr(939 - 888) + '\063', 0b1000), ehT0Px3KOsy9(chr(1966 - 1918) + chr(0b1101111) + chr(0b11011 + 0o26) + chr(464 - 414) + chr(2520 - 2468), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\063' + '\064' + chr(234 - 186), 37668 - 37660), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110101) + chr(0b11110 + 0o30), 49992 - 49984), ehT0Px3KOsy9('\x30' + chr(111) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101011 + 0o10) + chr(1854 - 1805) + chr(0b101100 + 0o13), 56850 - 56842), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\065' + chr(0b110101), 7023 - 7015), ehT0Px3KOsy9('\x30' + chr(1789 - 1678) + chr(50) + chr(48) + '\061', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4870 - 4759) + chr(2241 - 2190) + chr(0b10101 + 0o34) + '\062', 57932 - 57924), ehT0Px3KOsy9(chr(943 - 895) + chr(0b11011 + 0o124) + chr(1581 - 1528) + chr(222 - 173), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100010 + 0o20) + chr(0b101100 + 0o7) + chr(0b110101), 8), ehT0Px3KOsy9('\x30' + chr(0b110100 + 0o73) + chr(0b10111 + 0o33) + '\x32' + '\x34', 8), ehT0Px3KOsy9('\x30' + chr(8145 - 8034) + chr(0b10111 + 0o32) + '\067' + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + chr(0b110100) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(50) + '\066' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b101100 + 0o7) + '\062' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110 + 0o53) + chr(1501 - 1450) + '\x30', 52321 - 52313), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(1841 - 1789) + chr(775 - 720), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b101101 + 0o4) + chr(1257 - 1203), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\062' + '\060' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1101111) + '\x33' + chr(0b1000 + 0o55), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(1217 - 1166) + chr(53) + '\x31', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + '\x35' + chr(48), 35285 - 35277)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'{'), '\144' + chr(0b1100101) + chr(99) + chr(7445 - 7334) + chr(0b1001 + 0o133) + chr(101))('\165' + chr(2002 - 1886) + chr(3278 - 3176) + '\055' + chr(0b101111 + 0o11)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def GoothE0ybEnN(CVmiUiclDQ_k, dXXdzRv_n6Ji=xafqLlk3kkUe(SXOLrMavuUCe(b'{'), chr(8317 - 8217) + chr(0b1100101) + '\143' + '\x6f' + '\x64' + chr(107 - 6))(chr(117) + chr(8086 - 7970) + chr(7047 - 6945) + chr(0b1000 + 0o45) + '\x38'), lb9HSLBScIvw=ehT0Px3KOsy9(chr(0b11101 + 0o23) + '\157' + chr(0b101110 + 0o2), 0o10)):
EaCjyhZptSer = HiPOQr0Cdorg(CVmiUiclDQ_k)
SzIDv6kipoaq = ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x30', 8)
for t3WbF0Ae42Pu in xafqLlk3kkUe(EaCjyhZptSer, xafqLlk3kkUe(SXOLrMavuUCe(b'2d\xf2A'), chr(100) + chr(8438 - 8337) + chr(99) + chr(0b11110 + 0o121) + '\x64' + chr(101))('\165' + chr(0b1110100) + '\x66' + '\x2d' + chr(0b111000)))(xafqLlk3kkUe(SXOLrMavuUCe(b'\x7f&\xf4S\xedD\x13'), chr(0b1100000 + 0o4) + chr(0b1000011 + 0o42) + '\143' + chr(3565 - 3454) + '\x64' + chr(0b1100101))(chr(0b1101010 + 0o13) + '\164' + chr(102) + '\x2d' + chr(0b110011 + 0o5))):
bpEQCiSUssHK = HiPOQr0Cdorg(dXXdzRv_n6Ji) / t3WbF0Ae42Pu.with_suffix(xafqLlk3kkUe(SXOLrMavuUCe(b'{`\xe9N\xf8'), chr(100) + '\145' + chr(99) + '\157' + chr(0b1011011 + 0o11) + '\x65')('\165' + '\x74' + chr(102) + chr(0b101101) + chr(56))).AIvJRzLdDfgF
if not lb9HSLBScIvw and xafqLlk3kkUe(bpEQCiSUssHK, xafqLlk3kkUe(SXOLrMavuUCe(b'0p\xf4P\xe0Y'), chr(0b1010010 + 0o22) + '\145' + chr(7192 - 7093) + chr(7184 - 7073) + chr(223 - 123) + '\x65')(chr(0b1000010 + 0o63) + '\164' + '\146' + '\055' + chr(874 - 818)))():
YjYP2sJqJpeA = oqhJDdMJfuwx.path.getmtime(t3WbF0Ae42Pu)
uvfEfRCwJ0c2 = oqhJDdMJfuwx.path.getmtime(bpEQCiSUssHK)
if YjYP2sJqJpeA < uvfEfRCwJ0c2:
continue
zLUzGokYBM2Z(f'converting: {t3WbF0Ae42Pu} => {bpEQCiSUssHK}')
SzIDv6kipoaq += ehT0Px3KOsy9(chr(1511 - 1463) + chr(111) + chr(0b110001), 8)
OkOAKPYX83oH(t3WbF0Ae42Pu, dest_path=dXXdzRv_n6Ji)
if not SzIDv6kipoaq:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'\x1bg\xbdM\xfb^\x14o\xd8\x18-\xfc\xe4\xc9\xba+5\xfb9\x8f\xcan\xa9\x84\xe4\xae'), chr(100) + chr(6261 - 6160) + chr(2904 - 2805) + '\157' + '\x64' + chr(101))(chr(8205 - 8088) + chr(8151 - 8035) + chr(102) + chr(1727 - 1682) + chr(0b110110 + 0o2)))
|
fastai/fastai
|
fastai/text/data.py
|
pad_collate
|
def pad_collate(samples:BatchSamples, pad_idx:int=1, pad_first:bool=True, backwards:bool=False) -> Tuple[LongTensor, LongTensor]:
"Function that collect samples and adds padding. Flips token order if needed"
samples = to_data(samples)
max_len = max([len(s[0]) for s in samples])
res = torch.zeros(len(samples), max_len).long() + pad_idx
if backwards: pad_first = not pad_first
for i,s in enumerate(samples):
if pad_first: res[i,-len(s[0]):] = LongTensor(s[0])
else: res[i,:len(s[0]):] = LongTensor(s[0])
if backwards: res = res.flip(1)
return res, tensor(np.array([s[1] for s in samples]))
|
python
|
def pad_collate(samples:BatchSamples, pad_idx:int=1, pad_first:bool=True, backwards:bool=False) -> Tuple[LongTensor, LongTensor]:
"Function that collect samples and adds padding. Flips token order if needed"
samples = to_data(samples)
max_len = max([len(s[0]) for s in samples])
res = torch.zeros(len(samples), max_len).long() + pad_idx
if backwards: pad_first = not pad_first
for i,s in enumerate(samples):
if pad_first: res[i,-len(s[0]):] = LongTensor(s[0])
else: res[i,:len(s[0]):] = LongTensor(s[0])
if backwards: res = res.flip(1)
return res, tensor(np.array([s[1] for s in samples]))
|
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] |
Function that collect samples and adds padding. Flips token order if needed
|
[
"Function",
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"Flips",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L128-L138
|
train
|
Function that collect samples and adds padding. Flips token order if needed
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(581 - 533) + '\157' + '\061' + chr(0b110001) + '\061', 23571 - 23563), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(177 - 66) + chr(1022 - 972) + chr(180 - 126) + chr(0b101111 + 0o7), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + '\x34' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(51) + chr(48) + chr(0b10010 + 0o37), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b1000 + 0o51) + '\060' + '\x36', 46684 - 46676), ehT0Px3KOsy9('\x30' + chr(111) + chr(1911 - 1861) + '\x33' + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(51) + chr(53), 32950 - 32942), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(0b1000010 + 0o55) + '\061' + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(7274 - 7163) + '\x32' + chr(53) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(535 - 480), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(1464 - 1410) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b11011 + 0o30) + '\066' + chr(2752 - 2698), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(471 - 420) + '\063' + chr(0b10001 + 0o41), ord("\x08")), ehT0Px3KOsy9('\060' + chr(7553 - 7442) + '\062' + chr(52) + '\x36', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5910 - 5799) + chr(898 - 848) + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(2267 - 2218) + chr(0b10101 + 0o37) + chr(0b100 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(473 - 425) + chr(0b1101111) + '\061' + '\x31' + chr(0b10111 + 0o31), 0b1000), ehT0Px3KOsy9(chr(48) + chr(11824 - 11713) + chr(51) + chr(50), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1001 + 0o146) + chr(51) + chr(52) + chr(2525 - 2470), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b1000 + 0o52) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x31' + '\x35' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100000 + 0o22) + chr(1982 - 1929), 6798 - 6790), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110100) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(186 - 137) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110111) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + '\066' + chr(1133 - 1081), ord("\x08")), ehT0Px3KOsy9(chr(2229 - 2181) + '\x6f' + '\067' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + '\x36' + '\x32', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1001011 + 0o44) + '\x32' + '\x32' + chr(837 - 787), 0b1000), ehT0Px3KOsy9(chr(1157 - 1109) + '\x6f' + chr(601 - 551) + chr(0b110011) + '\062', 8), ehT0Px3KOsy9('\x30' + chr(0b101100 + 0o103) + chr(0b110010) + chr(0b100010 + 0o25) + chr(0b101101 + 0o7), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101101 + 0o2) + chr(0b10 + 0o60) + chr(0b11001 + 0o31) + '\062', 8), ehT0Px3KOsy9('\060' + chr(111) + chr(0b111 + 0o53) + '\x34' + chr(54), 8), ehT0Px3KOsy9(chr(1900 - 1852) + chr(4756 - 4645) + '\x32' + chr(151 - 97) + chr(50), 7174 - 7166), ehT0Px3KOsy9(chr(0b110000) + chr(9129 - 9018) + '\x35' + '\063', 43870 - 43862), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(0b1100 + 0o47) + '\x35' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b111 + 0o150) + chr(51) + chr(48) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(2368 - 2319) + '\061' + chr(0b10001 + 0o45), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(1777 - 1726) + chr(48), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + chr(53) + chr(48), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'g'), '\x64' + chr(0b1100101) + chr(0b1100011 + 0o0) + '\157' + chr(100) + chr(0b101 + 0o140))('\x75' + chr(0b1010 + 0o152) + chr(1105 - 1003) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FrAoolKvC4g2(db1_IZvznkcy, x176qz_QZx4D=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061', 0b1000), nNHn8F4PmO0X=ehT0Px3KOsy9(chr(48) + chr(0b10000 + 0o137) + chr(49), 8), qnffwzBDGdL_=ehT0Px3KOsy9(chr(1249 - 1201) + '\157' + chr(1071 - 1023), ord("\x08"))) -> MRK8Uzg2En3D[b4evv7fJd5hC, b4evv7fJd5hC]:
db1_IZvznkcy = j3q5YVMWs7xp(db1_IZvznkcy)
qbKO12mgagKE = tsdjvlgh9gDP([c2A0yzQpDQB3(vGrByMSYMp9h[ehT0Px3KOsy9('\060' + chr(0b1010111 + 0o30) + chr(0b1101 + 0o43), 8)]) for vGrByMSYMp9h in db1_IZvznkcy])
MsbwfslwLjRO = cEkFpYktkSeK.zeros(c2A0yzQpDQB3(db1_IZvznkcy), qbKO12mgagKE).long() + x176qz_QZx4D
if qnffwzBDGdL_:
nNHn8F4PmO0X = not nNHn8F4PmO0X
for (WVxHKyX45z_L, vGrByMSYMp9h) in YlkZvXL8qwsX(db1_IZvznkcy):
if nNHn8F4PmO0X:
MsbwfslwLjRO[WVxHKyX45z_L, -c2A0yzQpDQB3(vGrByMSYMp9h[ehT0Px3KOsy9(chr(298 - 250) + '\157' + chr(0b1111 + 0o41), 8)]):] = b4evv7fJd5hC(vGrByMSYMp9h[ehT0Px3KOsy9('\060' + chr(0b1101111 + 0o0) + '\060', 8)])
else:
MsbwfslwLjRO[WVxHKyX45z_L, :c2A0yzQpDQB3(vGrByMSYMp9h[ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110000 + 0o0), 8)])] = b4evv7fJd5hC(vGrByMSYMp9h[ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110000), 8)])
if qnffwzBDGdL_:
MsbwfslwLjRO = MsbwfslwLjRO.mFx6gsZ1V8KW(ehT0Px3KOsy9(chr(0b110000) + chr(0b111111 + 0o60) + chr(0b110001), 8))
return (MsbwfslwLjRO, LK3cpXJU3UM0(xafqLlk3kkUe(WqUC3KWvYVup, xafqLlk3kkUe(SXOLrMavuUCe(b'(\xc4\xd3\xa0?'), '\x64' + chr(6654 - 6553) + chr(0b1100011) + chr(0b1101111) + chr(0b1000101 + 0o37) + chr(8087 - 7986))(chr(6014 - 5897) + chr(116) + '\x66' + chr(45) + chr(0b111000)))([vGrByMSYMp9h[ehT0Px3KOsy9(chr(0b110000) + chr(0b1000111 + 0o50) + chr(49), 8)] for vGrByMSYMp9h in db1_IZvznkcy])))
|
fastai/fastai
|
fastai/text/data.py
|
open_text
|
def open_text(fn:PathOrStr, enc='utf-8'):
"Read the text in `fn`."
with open(fn,'r', encoding = enc) as f: return ''.join(f.readlines())
|
python
|
def open_text(fn:PathOrStr, enc='utf-8'):
"Read the text in `fn`."
with open(fn,'r', encoding = enc) as f: return ''.join(f.readlines())
|
[
"def",
"open_text",
"(",
"fn",
":",
"PathOrStr",
",",
"enc",
"=",
"'utf-8'",
")",
":",
"with",
"open",
"(",
"fn",
",",
"'r'",
",",
"encoding",
"=",
"enc",
")",
"as",
"f",
":",
"return",
"''",
".",
"join",
"(",
"f",
".",
"readlines",
"(",
")",
")"
] |
Read the text in `fn`.
|
[
"Read",
"the",
"text",
"in",
"fn",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L272-L274
|
train
|
Read the text in 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('\x30' + '\157' + chr(0b110100) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b111 + 0o55) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b1011 + 0o47) + chr(1679 - 1627), 43678 - 43670), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(3755 - 3644) + chr(428 - 376), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(1929 - 1874) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(2450 - 2400) + chr(48) + '\060', 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(2632 - 2521) + chr(608 - 557) + chr(1380 - 1330) + '\060', 61896 - 61888), ehT0Px3KOsy9(chr(1740 - 1692) + chr(9848 - 9737) + '\065' + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101100 + 0o3) + chr(0b11 + 0o62) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(915 - 864) + chr(55) + chr(49), 4047 - 4039), ehT0Px3KOsy9(chr(0b110000) + chr(0b11111 + 0o120) + '\062' + chr(51) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(9602 - 9491) + chr(0b101011 + 0o6) + chr(50) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + chr(0b10111 + 0o37) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1011110 + 0o21) + chr(0b110010) + chr(54) + chr(0b110010), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\064' + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(6341 - 6230) + chr(562 - 512) + chr(55) + '\x34', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x35', 8), ehT0Px3KOsy9(chr(1465 - 1417) + '\x6f' + '\x32' + chr(75 - 27) + chr(581 - 527), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x33' + chr(1603 - 1554) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(2142 - 2092) + chr(0b110011) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101100 + 0o6) + chr(0b110011) + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9(chr(914 - 866) + '\x6f' + chr(0b110100), 8), ehT0Px3KOsy9(chr(1515 - 1467) + chr(111) + '\x31' + chr(0b1111 + 0o50) + chr(0b100001 + 0o26), 44733 - 44725), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(51) + chr(338 - 284), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + chr(48) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + chr(0b1010 + 0o50) + '\060', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1101111) + '\062' + chr(50) + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(49) + '\x37', 26886 - 26878), ehT0Px3KOsy9(chr(48) + chr(988 - 877) + chr(0b1011 + 0o52) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(1872 - 1819), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(8816 - 8705) + chr(284 - 235) + chr(0b110001 + 0o0) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\x34' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + '\x33' + '\x34' + chr(0b100010 + 0o16), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110011) + chr(0b100110 + 0o20) + chr(1876 - 1827), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110001) + chr(365 - 316), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b100000 + 0o117) + '\x33' + chr(0b110010 + 0o1) + chr(1114 - 1066), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(55) + '\061', 36966 - 36958), ehT0Px3KOsy9(chr(0b101101 + 0o3) + '\157' + '\x33' + '\x30' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(993 - 943), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\t'), chr(100) + '\145' + chr(4864 - 4765) + chr(0b1101111) + chr(6401 - 6301) + chr(0b1100101))(chr(1829 - 1712) + chr(116) + '\x66' + chr(971 - 926) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def EBHi_j29K6vq(wDsB9Ho570J9, xSFlcaLQlVle=xafqLlk3kkUe(SXOLrMavuUCe(b'RU2)\xc4'), chr(100) + '\145' + chr(0b1000000 + 0o43) + chr(3640 - 3529) + chr(0b100101 + 0o77) + chr(5007 - 4906))('\x75' + chr(6329 - 6213) + chr(0b0 + 0o146) + '\055' + chr(0b1111 + 0o51))):
with _fwkIVCGgtAN(wDsB9Ho570J9, xafqLlk3kkUe(SXOLrMavuUCe(b'U'), '\144' + chr(0b1010101 + 0o20) + chr(99) + '\x6f' + chr(100) + '\x65')('\165' + '\164' + chr(0b1100110) + '\x2d' + '\070'), encoding=xSFlcaLQlVle) as EGyt1xfPT1P6:
return xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b''), '\x64' + chr(0b101001 + 0o74) + '\x63' + chr(237 - 126) + '\144' + chr(8787 - 8686))(chr(117) + chr(0b1110100) + '\146' + chr(45) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'MN=j'), chr(0b1000100 + 0o40) + chr(0b1100101) + chr(0b1100011) + chr(0b101100 + 0o103) + '\x64' + '\x65')(chr(10429 - 10312) + chr(0b101000 + 0o114) + chr(8414 - 8312) + chr(0b101101) + chr(0b11001 + 0o37)))(xafqLlk3kkUe(EGyt1xfPT1P6, xafqLlk3kkUe(SXOLrMavuUCe(b'UD5`\x90l\xee\xb5_'), chr(100) + chr(0b1100101) + chr(493 - 394) + '\x6f' + chr(7581 - 7481) + chr(0b1100101))(chr(117) + '\164' + chr(102) + chr(0b101101) + chr(2260 - 2204)))())
|
fastai/fastai
|
fastai/text/data.py
|
LanguageModelPreLoader.allocate_buffers
|
def allocate_buffers(self):
"Create the ragged array that will be filled when we ask for items."
if self.ite_len is None: len(self)
self.idx = LanguageModelPreLoader.CircularIndex(len(self.dataset.x.items), not self.backwards)
self.batch = np.zeros((self.bs, self.bptt+1), dtype=np.int64)
self.batch_x, self.batch_y = self.batch[:,0:self.bptt], self.batch[:,1:self.bptt+1]
#ro: index of the text we're at inside our datasets for the various batches
self.ro = np.zeros(self.bs, dtype=np.int64)
#ri: index of the token we're at inside our current text for the various batches
self.ri = np.zeros(self.bs, dtype=np.int)
|
python
|
def allocate_buffers(self):
"Create the ragged array that will be filled when we ask for items."
if self.ite_len is None: len(self)
self.idx = LanguageModelPreLoader.CircularIndex(len(self.dataset.x.items), not self.backwards)
self.batch = np.zeros((self.bs, self.bptt+1), dtype=np.int64)
self.batch_x, self.batch_y = self.batch[:,0:self.bptt], self.batch[:,1:self.bptt+1]
#ro: index of the text we're at inside our datasets for the various batches
self.ro = np.zeros(self.bs, dtype=np.int64)
#ri: index of the token we're at inside our current text for the various batches
self.ri = np.zeros(self.bs, dtype=np.int)
|
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] |
Create the ragged array that will be filled when we ask for items.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L42-L51
|
train
|
Create the ragged array that will be filled when we ask for items.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b101001 + 0o10) + chr(0b100011 + 0o22) + chr(0b101 + 0o53), 0o10), ehT0Px3KOsy9(chr(48) + chr(9647 - 9536) + '\062' + chr(2324 - 2275) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b100000 + 0o117) + '\062' + chr(511 - 456) + chr(312 - 261), 9937 - 9929), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(49) + chr(0b10000 + 0o42) + chr(0b101110 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\x32' + chr(0b1000 + 0o57) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(1103 - 1052) + '\066' + chr(0b110010 + 0o0), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(218 - 169) + chr(435 - 382) + chr(0b10000 + 0o45), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1661 - 1610) + chr(0b100101 + 0o15) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(1774 - 1726) + chr(0b1101111) + '\x37' + '\x32', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1111 + 0o140) + chr(51) + '\x31' + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1010110 + 0o31) + chr(0b101 + 0o57), 1905 - 1897), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b1111 + 0o44) + chr(51) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1149 - 1094) + '\x37', 55789 - 55781), ehT0Px3KOsy9(chr(547 - 499) + chr(0b1101111) + '\062' + '\064' + '\066', 0b1000), ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(111) + chr(0b110010) + chr(48) + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1001 + 0o146) + chr(51) + chr(1685 - 1635) + '\060', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001 + 0o1) + chr(1275 - 1220) + chr(0b11010 + 0o30), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + chr(1794 - 1740) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110000) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + '\062' + chr(54) + chr(48), 17714 - 17706), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(0b110010) + chr(0b110001) + '\x37', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10 + 0o64), 0o10), ehT0Px3KOsy9(chr(616 - 568) + '\157' + chr(0b10000 + 0o43) + '\064' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1080 - 1032) + '\x6f' + '\066' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(1551 - 1440) + chr(0b100101 + 0o15) + chr(0b10100 + 0o40) + chr(196 - 142), 8), ehT0Px3KOsy9('\x30' + '\157' + chr(1253 - 1200) + '\060', 11413 - 11405), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(888 - 839) + '\063' + '\066', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10100 + 0o36) + chr(781 - 730) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\061' + '\060' + chr(0b110010), 13608 - 13600), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(321 - 266) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(8023 - 7912) + chr(0b110101) + '\061', 0o10), ehT0Px3KOsy9(chr(1385 - 1337) + chr(0b1101011 + 0o4) + chr(0b110101) + chr(164 - 110), 9572 - 9564), ehT0Px3KOsy9(chr(1132 - 1084) + chr(111) + chr(0b100000 + 0o21) + chr(0b100011 + 0o23), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(599 - 549) + chr(0b100010 + 0o16) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(2744 - 2689) + chr(0b1010 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(2011 - 1963) + '\157' + chr(50), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(0b10101 + 0o41), ord("\x08")), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(1036 - 925) + chr(0b110110) + chr(1910 - 1859), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10111 + 0o130) + chr(0b110011) + chr(0b110000) + '\x35', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\157' + chr(0b100010 + 0o23) + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(100) + chr(101) + chr(0b1010110 + 0o15) + chr(111) + chr(1044 - 944) + chr(101))(chr(7422 - 7305) + '\164' + chr(7569 - 7467) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def IGGmk_mYObgs(oVre8I6UXc3b):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x01\xf8\xde\x0e\xd2\x97\x03'), '\144' + '\x65' + '\143' + chr(11190 - 11079) + chr(0b1100100) + chr(101))(chr(0b111011 + 0o72) + '\164' + '\x66' + chr(0b101101) + chr(0b111000))) is None:
c2A0yzQpDQB3(oVre8I6UXc3b)
oVre8I6UXc3b.YlqusYB6InkM = DsPLq4N_mR2N.CircularIndex(c2A0yzQpDQB3(oVre8I6UXc3b.dataset.x.NzveIZ3IlSH9), not oVre8I6UXc3b.backwards)
oVre8I6UXc3b.dNwAahu8tvoY = WqUC3KWvYVup.zeros((oVre8I6UXc3b.SfegzJB3EFQO, oVre8I6UXc3b.bptt + ehT0Px3KOsy9(chr(1155 - 1107) + '\x6f' + '\061', 28038 - 28030)), dtype=WqUC3KWvYVup.int64)
(oVre8I6UXc3b.tVWR4aWFX2EQ, oVre8I6UXc3b.sNwoO6X6HMme) = (oVre8I6UXc3b.dNwAahu8tvoY[:, ehT0Px3KOsy9(chr(1933 - 1885) + '\157' + chr(0b110000), ord("\x08")):oVre8I6UXc3b.bptt], oVre8I6UXc3b.dNwAahu8tvoY[:, ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 8):oVre8I6UXc3b.bptt + ehT0Px3KOsy9('\x30' + chr(0b101001 + 0o106) + chr(0b110001), 8)])
oVre8I6UXc3b.vUhJV3We3WKw = WqUC3KWvYVup.zeros(oVre8I6UXc3b.SfegzJB3EFQO, dtype=WqUC3KWvYVup.int64)
oVre8I6UXc3b.Nx3mjfOq3RUi = WqUC3KWvYVup.zeros(oVre8I6UXc3b.SfegzJB3EFQO, dtype=WqUC3KWvYVup.int)
|
fastai/fastai
|
fastai/text/data.py
|
LanguageModelPreLoader.fill_row
|
def fill_row(self, forward, items, idx, row, ro, ri, overlap,lengths):
"Fill the row with tokens from the ragged array. --OBS-- overlap != 1 has not been implemented"
ibuf = n = 0
ro -= 1
while ibuf < row.size:
ro += 1
ix = idx[ro]
rag = items[ix]
if forward:
ri = 0 if ibuf else ri
n = min(lengths[ix] - ri, row.size - ibuf)
row[ibuf:ibuf+n] = rag[ri:ri+n]
else:
ri = lengths[ix] if ibuf else ri
n = min(ri, row.size - ibuf)
row[ibuf:ibuf+n] = rag[ri-n:ri][::-1]
ibuf += n
return ro, ri + ((n-overlap) if forward else -(n-overlap))
|
python
|
def fill_row(self, forward, items, idx, row, ro, ri, overlap,lengths):
"Fill the row with tokens from the ragged array. --OBS-- overlap != 1 has not been implemented"
ibuf = n = 0
ro -= 1
while ibuf < row.size:
ro += 1
ix = idx[ro]
rag = items[ix]
if forward:
ri = 0 if ibuf else ri
n = min(lengths[ix] - ri, row.size - ibuf)
row[ibuf:ibuf+n] = rag[ri:ri+n]
else:
ri = lengths[ix] if ibuf else ri
n = min(ri, row.size - ibuf)
row[ibuf:ibuf+n] = rag[ri-n:ri][::-1]
ibuf += n
return ro, ri + ((n-overlap) if forward else -(n-overlap))
|
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] |
Fill the row with tokens from the ragged array. --OBS-- overlap != 1 has not been implemented
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L80-L97
|
train
|
Fill the row with tokens from the ragged array. -- OBS -- overlap!= 1 has not been implemented
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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) + chr(3630 - 3519) + chr(91 - 42) + chr(2140 - 2085) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(53) + chr(1135 - 1085), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(1797 - 1746) + chr(0b110011), 47685 - 47677), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(0b110010) + '\x31' + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\157' + chr(1062 - 1011) + '\060' + chr(2735 - 2681), ord("\x08")), ehT0Px3KOsy9(chr(2013 - 1965) + chr(0b1011011 + 0o24) + '\x31' + '\x37' + '\062', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110011) + chr(50) + chr(49), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(2138 - 2083) + chr(0b1011 + 0o47), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b100101 + 0o14) + chr(0b110111) + '\x32', 8), ehT0Px3KOsy9(chr(590 - 542) + chr(0b1101111) + chr(50) + '\064' + chr(54), 48239 - 48231), ehT0Px3KOsy9(chr(48) + chr(111) + chr(52) + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1405 - 1355) + chr(1054 - 999) + chr(0b100110 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(3459 - 3348) + chr(0b1101 + 0o46) + chr(2190 - 2142) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(257 - 206) + '\066' + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10010 + 0o135) + chr(50) + '\x33' + '\060', 0o10), ehT0Px3KOsy9('\x30' + '\157' + '\062' + '\x32' + '\064', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(55) + chr(0b1101 + 0o52), ord("\x08")), ehT0Px3KOsy9(chr(1193 - 1145) + chr(0b1101111) + chr(0b110010) + '\066' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10001 + 0o44) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b111 + 0o54) + chr(55) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(0b1011001 + 0o26) + chr(2439 - 2388) + chr(53) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\157' + chr(0b1011 + 0o50) + chr(51), 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2163 - 2114) + chr(0b1110 + 0o47) + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\x37' + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(7409 - 7298) + chr(0b11100 + 0o27) + chr(1253 - 1204) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(782 - 671) + chr(0b110011) + chr(0b10010 + 0o42) + '\065', 8253 - 8245), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(9852 - 9741) + '\x35' + chr(359 - 306), 9023 - 9015), ehT0Px3KOsy9('\060' + '\157' + chr(0b110111) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(763 - 713) + '\x36' + '\x36', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110100) + '\061', 8), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(53) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b11 + 0o154) + chr(1835 - 1784) + '\x33' + chr(52), 14546 - 14538), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1011 + 0o50) + chr(0b110110) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(51) + chr(54) + chr(54), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100010 + 0o17) + '\066' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49) + chr(52) + chr(48), 27414 - 27406), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110111) + '\x32', 8), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b11 + 0o154) + '\061' + '\x34' + chr(53), 46857 - 46849), ehT0Px3KOsy9('\060' + chr(111) + chr(1752 - 1703) + chr(0b110011) + chr(52), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000100 + 0o53) + chr(0b101110 + 0o3) + chr(0b110110) + chr(50), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(1786 - 1738) + '\x6f' + chr(0b110101) + chr(0b1 + 0o57), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'P'), chr(0b1100100) + chr(0b1100101) + chr(0b10011 + 0o120) + chr(4860 - 4749) + '\144' + chr(0b1100101))(chr(0b1000101 + 0o60) + chr(116) + chr(9719 - 9617) + chr(0b1000 + 0o45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def CZI2n96NMNVs(oVre8I6UXc3b, GbbcCHUNFMj5, NzveIZ3IlSH9, YlqusYB6InkM, TAK9K32TkBdA, vUhJV3We3WKw, Nx3mjfOq3RUi, IYttIonV1sDS, dvel49fT6_fT):
vaJqXc6DyqwL = m1NkCryOw9Bx = ehT0Px3KOsy9('\x30' + chr(0b11001 + 0o126) + chr(0b1 + 0o57), ord("\x08"))
vUhJV3We3WKw -= ehT0Px3KOsy9('\060' + '\157' + chr(0b11000 + 0o31), 0b1000)
while vaJqXc6DyqwL < xafqLlk3kkUe(TAK9K32TkBdA, xafqLlk3kkUe(SXOLrMavuUCe(b'\rCa\xee'), chr(0b1100100) + chr(0b111000 + 0o55) + chr(0b1000010 + 0o41) + chr(0b1101111) + chr(8654 - 8554) + chr(101))(chr(4826 - 4709) + chr(0b1110100) + chr(7097 - 6995) + chr(0b101101) + chr(56))):
vUhJV3We3WKw += ehT0Px3KOsy9('\x30' + chr(111) + chr(1379 - 1330), 8)
NhWUxmSUCcoW = YlqusYB6InkM[vUhJV3We3WKw]
hQrxcJL9wJ4n = NzveIZ3IlSH9[NhWUxmSUCcoW]
if GbbcCHUNFMj5:
Nx3mjfOq3RUi = ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x30', 8) if vaJqXc6DyqwL else Nx3mjfOq3RUi
m1NkCryOw9Bx = Dx22bkKPdt5d(dvel49fT6_fT[NhWUxmSUCcoW] - Nx3mjfOq3RUi, TAK9K32TkBdA.size - vaJqXc6DyqwL)
TAK9K32TkBdA[vaJqXc6DyqwL:vaJqXc6DyqwL + m1NkCryOw9Bx] = hQrxcJL9wJ4n[Nx3mjfOq3RUi:Nx3mjfOq3RUi + m1NkCryOw9Bx]
else:
Nx3mjfOq3RUi = dvel49fT6_fT[NhWUxmSUCcoW] if vaJqXc6DyqwL else Nx3mjfOq3RUi
m1NkCryOw9Bx = Dx22bkKPdt5d(Nx3mjfOq3RUi, TAK9K32TkBdA.size - vaJqXc6DyqwL)
TAK9K32TkBdA[vaJqXc6DyqwL:vaJqXc6DyqwL + m1NkCryOw9Bx] = hQrxcJL9wJ4n[Nx3mjfOq3RUi - m1NkCryOw9Bx:Nx3mjfOq3RUi][::-ehT0Px3KOsy9(chr(48) + '\x6f' + chr(310 - 261), 8)]
vaJqXc6DyqwL += m1NkCryOw9Bx
return (vUhJV3We3WKw, Nx3mjfOq3RUi + (m1NkCryOw9Bx - IYttIonV1sDS if GbbcCHUNFMj5 else -(m1NkCryOw9Bx - IYttIonV1sDS)))
|
fastai/fastai
|
fastai/text/data.py
|
TextDataBunch.from_ids
|
def from_ids(cls, path:PathOrStr, vocab:Vocab, train_ids:Collection[Collection[int]], valid_ids:Collection[Collection[int]],
test_ids:Collection[Collection[int]]=None, train_lbls:Collection[Union[int,float]]=None,
valid_lbls:Collection[Union[int,float]]=None, classes:Collection[Any]=None,
processor:PreProcessor=None, **kwargs) -> DataBunch:
"Create a `TextDataBunch` from ids, labels and a `vocab`. `kwargs` are passed to the dataloader creation."
src = ItemLists(path, TextList(train_ids, vocab, path=path, processor=[]),
TextList(valid_ids, vocab, path=path, processor=[]))
src = src.label_for_lm() if cls==TextLMDataBunch else src.label_from_lists(train_lbls, valid_lbls, classes=classes, processor=[])
if not is1d(train_lbls): src.train.y.one_hot,src.valid.y.one_hot = True,True
if test_ids is not None: src.add_test(TextList(test_ids, vocab, path=path), label=train_lbls[0])
src.valid.x.processor = ifnone(processor, [TokenizeProcessor(), NumericalizeProcessor(vocab=vocab)])
return src.databunch(**kwargs)
|
python
|
def from_ids(cls, path:PathOrStr, vocab:Vocab, train_ids:Collection[Collection[int]], valid_ids:Collection[Collection[int]],
test_ids:Collection[Collection[int]]=None, train_lbls:Collection[Union[int,float]]=None,
valid_lbls:Collection[Union[int,float]]=None, classes:Collection[Any]=None,
processor:PreProcessor=None, **kwargs) -> DataBunch:
"Create a `TextDataBunch` from ids, labels and a `vocab`. `kwargs` are passed to the dataloader creation."
src = ItemLists(path, TextList(train_ids, vocab, path=path, processor=[]),
TextList(valid_ids, vocab, path=path, processor=[]))
src = src.label_for_lm() if cls==TextLMDataBunch else src.label_from_lists(train_lbls, valid_lbls, classes=classes, processor=[])
if not is1d(train_lbls): src.train.y.one_hot,src.valid.y.one_hot = True,True
if test_ids is not None: src.add_test(TextList(test_ids, vocab, path=path), label=train_lbls[0])
src.valid.x.processor = ifnone(processor, [TokenizeProcessor(), NumericalizeProcessor(vocab=vocab)])
return src.databunch(**kwargs)
|
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] |
Create a `TextDataBunch` from ids, labels and a `vocab`. `kwargs` are passed to the dataloader creation.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L150-L161
|
train
|
Create a TextDataBunch from ids labels and a vocab. kwargs are passed to the dataloader creation.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(9550 - 9439) + '\067' + chr(49), 17529 - 17521), ehT0Px3KOsy9('\x30' + '\157' + chr(808 - 758) + chr(51) + chr(954 - 905), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3659 - 3548) + chr(49), 14065 - 14057), ehT0Px3KOsy9('\x30' + '\157' + chr(509 - 459) + chr(0b110000) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + '\061' + '\061' + '\063', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(53) + chr(0b110101), 7957 - 7949), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110001) + chr(54) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100111 + 0o14) + '\x35' + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\062' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1100 + 0o52) + '\063', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7246 - 7135) + chr(0b110010) + chr(0b110001) + chr(0b100110 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b11111 + 0o23) + chr(483 - 429) + '\067', 8308 - 8300), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(11838 - 11727) + chr(0b100101 + 0o15) + '\063' + '\063', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101010 + 0o10) + chr(0b110110 + 0o1) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\157' + chr(0b110011) + chr(0b100110 + 0o12) + chr(54), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + chr(48), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2101 - 2052) + '\065' + chr(0b110110), 57462 - 57454), ehT0Px3KOsy9('\x30' + chr(111) + '\x33' + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(1545 - 1497) + chr(0b1101111) + '\063' + chr(0b10000 + 0o46) + '\x32', 0o10), ehT0Px3KOsy9(chr(1881 - 1833) + '\157' + chr(0b10010 + 0o37) + chr(0b110011) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b11101 + 0o122) + '\062' + '\062' + '\x36', 27132 - 27124), ehT0Px3KOsy9('\060' + chr(7170 - 7059) + '\062' + chr(0b110111) + chr(50), 51308 - 51300), ehT0Px3KOsy9(chr(48) + '\157' + chr(1332 - 1279) + chr(55), 48568 - 48560), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1000 + 0o147) + chr(0b110001) + chr(0b110001) + chr(2844 - 2790), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1898 - 1848) + chr(0b110001) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\062' + chr(2403 - 2349), 8), ehT0Px3KOsy9(chr(48) + chr(0b101000 + 0o107) + '\x33' + '\x36' + chr(52), 52007 - 51999), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(806 - 755) + '\064' + chr(0b10010 + 0o37), 49708 - 49700), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\064' + '\x37', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + chr(522 - 472) + chr(53) + chr(178 - 129), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(3598 - 3487) + chr(2422 - 2371) + chr(53) + '\x32', 24026 - 24018), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + '\064' + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b11010 + 0o27) + '\066' + chr(48), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + '\064' + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x30' + chr(0b11000 + 0o31), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b110000 + 0o3) + '\x35' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(5639 - 5528) + chr(51) + chr(51) + chr(49), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(11796 - 11685) + '\061' + '\066' + chr(0b110000), 8), ehT0Px3KOsy9(chr(1550 - 1502) + chr(5036 - 4925) + chr(2163 - 2113) + chr(1659 - 1605) + chr(49), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + '\x35' + chr(0b110000), 59345 - 59337)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x17'), chr(0b1100100) + chr(8283 - 8182) + chr(4111 - 4012) + chr(3646 - 3535) + '\x64' + chr(101))(chr(0b111100 + 0o71) + chr(116) + chr(0b1100110) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def IoUONhWPuDuE(NSstowUUZlxS, EaCjyhZptSer, mSU6gEqYPk2T, y2yo_PJxKI28, jVmKdOcA5BTy, uOjtIjawzp9y=None, pPKv5ghIjFGz=None, CR9FGvQ3Faai=None, anO3bg2_hMSE=None, Qv_npqgRBB71=None, **M8EIoTs2GJXE) -> dbn9OdBdfZ6K:
SBY5QklkRnQv = b9hWn8eVhJwh(EaCjyhZptSer, wn1wZQXdNHYA(y2yo_PJxKI28, mSU6gEqYPk2T, path=EaCjyhZptSer, processor=[]), wn1wZQXdNHYA(jVmKdOcA5BTy, mSU6gEqYPk2T, path=EaCjyhZptSer, processor=[]))
SBY5QklkRnQv = SBY5QklkRnQv.label_for_lm() if NSstowUUZlxS == VrvROMHdr1cK else SBY5QklkRnQv.label_from_lists(pPKv5ghIjFGz, CR9FGvQ3Faai, classes=anO3bg2_hMSE, processor=[])
if not nEh6RXhk31v5(pPKv5ghIjFGz):
(SBY5QklkRnQv.train.y.Hq3fv4Yp0EhD, SBY5QklkRnQv.valid.y.Hq3fv4Yp0EhD) = (ehT0Px3KOsy9('\x30' + '\x6f' + '\061', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 8))
if uOjtIjawzp9y is not None:
xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'X\xfde\xda?H\x04\x9b'), '\144' + '\x65' + chr(2436 - 2337) + chr(11180 - 11069) + '\144' + '\x65')('\165' + '\x74' + chr(3933 - 3831) + chr(45) + chr(0b100 + 0o64)))(wn1wZQXdNHYA(uOjtIjawzp9y, mSU6gEqYPk2T, path=EaCjyhZptSer), label=pPKv5ghIjFGz[ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o33), 16430 - 16422)])
SBY5QklkRnQv.valid.x.Qv_npqgRBB71 = LZcHOm_c0BYj(Qv_npqgRBB71, [DvSgt6bBNTQp(), qQNvgxYxZtfA(vocab=mSU6gEqYPk2T)])
return xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b']\xf8u\xe4)X\x19\x8cy'), '\x64' + chr(101) + '\143' + '\157' + chr(0b1011111 + 0o5) + '\x65')(chr(0b1110101) + chr(141 - 25) + chr(0b1100110) + '\x2d' + chr(56)))(**M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextDataBunch.load
|
def load(cls, path:PathOrStr, cache_name:PathOrStr='tmp', processor:PreProcessor=None, **kwargs):
"Load a `TextDataBunch` from `path/cache_name`. `kwargs` are passed to the dataloader creation."
warn("""This method is deprecated and only kept to load data serialized in v1.0.43 or earlier.
Use `load_data` for data saved with v1.0.44 or later.""", DeprecationWarning)
cache_path = Path(path)/cache_name
vocab = Vocab(pickle.load(open(cache_path/'itos.pkl','rb')))
train_ids,train_lbls = np.load(cache_path/f'train_ids.npy'), np.load(cache_path/f'train_lbl.npy')
valid_ids,valid_lbls = np.load(cache_path/f'valid_ids.npy'), np.load(cache_path/f'valid_lbl.npy')
test_ids = np.load(cache_path/f'test_ids.npy') if os.path.isfile(cache_path/f'test_ids.npy') else None
classes = loadtxt_str(cache_path/'classes.txt') if os.path.isfile(cache_path/'classes.txt') else None
return cls.from_ids(path, vocab, train_ids, valid_ids, test_ids, train_lbls, valid_lbls, classes, processor, **kwargs)
|
python
|
def load(cls, path:PathOrStr, cache_name:PathOrStr='tmp', processor:PreProcessor=None, **kwargs):
"Load a `TextDataBunch` from `path/cache_name`. `kwargs` are passed to the dataloader creation."
warn("""This method is deprecated and only kept to load data serialized in v1.0.43 or earlier.
Use `load_data` for data saved with v1.0.44 or later.""", DeprecationWarning)
cache_path = Path(path)/cache_name
vocab = Vocab(pickle.load(open(cache_path/'itos.pkl','rb')))
train_ids,train_lbls = np.load(cache_path/f'train_ids.npy'), np.load(cache_path/f'train_lbl.npy')
valid_ids,valid_lbls = np.load(cache_path/f'valid_ids.npy'), np.load(cache_path/f'valid_lbl.npy')
test_ids = np.load(cache_path/f'test_ids.npy') if os.path.isfile(cache_path/f'test_ids.npy') else None
classes = loadtxt_str(cache_path/'classes.txt') if os.path.isfile(cache_path/'classes.txt') else None
return cls.from_ids(path, vocab, train_ids, valid_ids, test_ids, train_lbls, valid_lbls, classes, processor, **kwargs)
|
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] |
Load a `TextDataBunch` from `path/cache_name`. `kwargs` are passed to the dataloader creation.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L164-L174
|
train
|
Load a TextDataBunch from path / cache_name. kwargs are passed to the dataloader creation.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b111001 + 0o66) + chr(1726 - 1672) + chr(49), 0b1000), ehT0Px3KOsy9(chr(1916 - 1868) + chr(7710 - 7599) + '\063' + chr(53) + chr(0b111 + 0o55), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1825 - 1776) + chr(1064 - 1013) + chr(927 - 875), 34072 - 34064), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(50) + '\067' + chr(0b101101 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(976 - 928) + '\157' + '\063' + '\067' + chr(1881 - 1833), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011110 + 0o21) + chr(2326 - 2274) + chr(1512 - 1464), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(210 - 161) + '\060' + chr(1347 - 1294), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b111001 + 0o66) + chr(2063 - 2014) + '\x31' + '\x37', 28473 - 28465), ehT0Px3KOsy9(chr(141 - 93) + chr(111) + '\x35' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + '\x31' + chr(54) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(1839 - 1784) + chr(3009 - 2954), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b100100 + 0o113) + '\063' + chr(0b110000) + chr(55), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4175 - 4064) + chr(0b11 + 0o57) + chr(52) + chr(0b101001 + 0o14), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(0b110010) + '\x34' + '\x33', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\067' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b111000 + 0o67) + chr(0b1 + 0o60) + chr(55) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x36' + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(0b100011 + 0o15) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(833 - 785) + chr(0b1101011 + 0o4) + chr(50) + '\067' + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101011 + 0o4) + chr(0b10111 + 0o32) + chr(0b101001 + 0o16) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(2209 - 2161) + chr(111) + chr(51) + chr(0b1111 + 0o50) + '\062', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b1010 + 0o47) + chr(1187 - 1137) + chr(0b101101 + 0o11), 0b1000), ehT0Px3KOsy9('\x30' + chr(1834 - 1723) + chr(0b10100 + 0o41) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + '\157' + chr(0b110010) + chr(48) + chr(0b11001 + 0o36), 38441 - 38433), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10111 + 0o34) + chr(96 - 41) + chr(0b100000 + 0o26), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1101 + 0o50) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + '\157' + chr(0b11101 + 0o30) + chr(1873 - 1823), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110100 + 0o1), 0o10), ehT0Px3KOsy9(chr(1483 - 1435) + chr(0b111000 + 0o67) + '\062' + '\064' + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101 + 0o62) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(50) + chr(0b10101 + 0o41) + chr(0b101010 + 0o15), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b110001) + chr(0b110110) + chr(48), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1180 - 1130) + chr(0b100000 + 0o23) + chr(0b10111 + 0o34), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(10881 - 10770) + chr(1410 - 1361) + '\x37' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b10011 + 0o134) + chr(49) + '\x30' + chr(560 - 510), ord("\x08")), ehT0Px3KOsy9(chr(2214 - 2166) + chr(0b1000000 + 0o57) + '\x31' + chr(0b1101 + 0o50) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(253 - 202) + chr(0b110111) + chr(48), 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(52) + chr(0b10011 + 0o40), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + '\063' + '\061' + '\x36', 52201 - 52193), ehT0Px3KOsy9(chr(1732 - 1684) + chr(0b1101111) + '\063' + chr(0b110100), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + chr(0b11101 + 0o30) + chr(0b100110 + 0o12), 18854 - 18846)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f'), chr(1399 - 1299) + '\145' + chr(99) + chr(0b1011100 + 0o23) + '\144' + chr(1282 - 1181))(chr(0b1000111 + 0o56) + chr(0b1 + 0o163) + '\x66' + '\055' + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def mxtdQMeiwJZJ(NSstowUUZlxS, EaCjyhZptSer, mpsqSE_992rN=xafqLlk3kkUe(SXOLrMavuUCe(b'E\x81,'), chr(2429 - 2329) + chr(0b1000001 + 0o44) + chr(0b1100011) + chr(0b110101 + 0o72) + chr(2835 - 2735) + chr(0b1100101))('\x75' + '\x74' + chr(0b1100110) + chr(0b1101 + 0o40) + '\x38'), Qv_npqgRBB71=None, **M8EIoTs2GJXE):
nDEnNBabFNKm(xafqLlk3kkUe(SXOLrMavuUCe(b'e\x845\xc8\xd8M ;F\x1a[\xe7\xcc\xd0\x1e\x18V\xf3\xcc\x1f\x997Z\xe2\x9a\x0bKk\xc4\x1b\xd8\x1e\xf7\x04b\x07\x9dS\xba<E\x83|\xd7\x97A!oJ\x14K\xa6\x85\xd0[\x0eZ\xe2\xd2\x13\x803J\xa7\x97E\ns\x91\x15\x87^\xafNb\x03\x8a\x03\xab}C\x805\xde\x8a\x0eOo\x0eU\x1f\xe7\x85\x83\x1e\\\x13\xa3\x9eZ\xdav\x0e\xd2\x8dN\ne\xccT\xd6\x14\xc4\x19#\x18\x99C\xeez^\x9e|\xdf\x99T$o]\x14I\xa2\xc1\x83I\x15G\xeb\x9e\x0c\xcbx\x1e\xa9\xca\x1f\nj\xd2\x1b\xdb\x11\xef\x180B'), chr(0b1100100) + chr(101) + chr(9372 - 9273) + chr(0b1101111) + chr(100) + chr(8305 - 8204))(chr(13398 - 13281) + chr(0b1110100) + chr(102) + chr(45) + '\070'), ker4pIJmdvxf)
WYuPioNR_sqI = HiPOQr0Cdorg(EaCjyhZptSer) / mpsqSE_992rN
mSU6gEqYPk2T = vn8RhOc2WBwc(b1Ng5DsPF9ZY.mxtdQMeiwJZJ(_fwkIVCGgtAN(WYuPioNR_sqI / xafqLlk3kkUe(SXOLrMavuUCe(b'X\x983\xc8\xd6P.#'), chr(100) + '\x65' + '\x63' + '\157' + chr(0b0 + 0o144) + '\145')(chr(12792 - 12675) + chr(0b1100001 + 0o23) + chr(0b1100110) + chr(0b100011 + 0o12) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b'C\x8e'), chr(6235 - 6135) + chr(0b1011101 + 0o10) + chr(9043 - 8944) + chr(9825 - 9714) + '\144' + chr(9334 - 9233))(chr(0b101011 + 0o112) + chr(0b101111 + 0o105) + chr(102) + chr(0b101101) + chr(0b1001 + 0o57)))))
(y2yo_PJxKI28, pPKv5ghIjFGz) = (WqUC3KWvYVup.mxtdQMeiwJZJ(WYuPioNR_sqI / fchr(11479 - 11363) + chr(0b100110 + 0o114) + chr(0b1100 + 0o125) + chr(0b1101001) + chr(10636 - 10526) + chr(7313 - 7218) + chr(105) + chr(100) + chr(7460 - 7345) + chr(0b10 + 0o54) + chr(0b1101110) + chr(112) + chr(8554 - 8433)), WqUC3KWvYVup.mxtdQMeiwJZJ(WYuPioNR_sqI / fchr(116) + chr(0b1110010) + chr(0b1100001) + chr(0b1101001) + chr(0b1101001 + 0o5) + chr(4784 - 4689) + chr(6284 - 6176) + chr(98) + chr(0b1000110 + 0o46) + chr(0b0 + 0o56) + chr(0b1010010 + 0o34) + chr(6930 - 6818) + chr(12171 - 12050)))
(jVmKdOcA5BTy, CR9FGvQ3Faai) = (WqUC3KWvYVup.mxtdQMeiwJZJ(WYuPioNR_sqI / fchr(118) + chr(97) + chr(0b111000 + 0o64) + chr(0b1101001) + chr(0b1100100) + chr(3450 - 3355) + chr(0b110100 + 0o65) + chr(4165 - 4065) + chr(0b1110011) + chr(0b101110) + chr(0b1101110) + chr(0b1110000) + chr(8913 - 8792)), WqUC3KWvYVup.mxtdQMeiwJZJ(WYuPioNR_sqI / fchr(4910 - 4792) + chr(0b10001 + 0o120) + chr(0b1000011 + 0o51) + chr(8291 - 8186) + chr(0b1100100) + chr(95) + chr(0b11000 + 0o124) + chr(0b100000 + 0o102) + chr(2677 - 2569) + chr(46) + chr(0b111 + 0o147) + chr(0b1110000) + chr(11275 - 11154)))
uOjtIjawzp9y = WqUC3KWvYVup.mxtdQMeiwJZJ(WYuPioNR_sqI / fchr(7038 - 6922) + chr(101) + chr(4501 - 4386) + chr(116) + chr(95) + chr(0b10100 + 0o125) + chr(0b1100100) + chr(115) + chr(0b101110) + chr(0b11010 + 0o124) + chr(0b1110000) + chr(0b11101 + 0o134)) if oqhJDdMJfuwx.path.isfile(WYuPioNR_sqI / fchr(3112 - 2996) + chr(2301 - 2200) + chr(0b1110011) + chr(116) + chr(1719 - 1624) + chr(4638 - 4533) + chr(0b1000011 + 0o41) + chr(12940 - 12825) + chr(0b101010 + 0o4) + chr(980 - 870) + chr(112) + chr(674 - 553)) else None
anO3bg2_hMSE = oVLq2WLu4tjG(WYuPioNR_sqI / xafqLlk3kkUe(SXOLrMavuUCe(b'R\x80=\xc8\x8bE6aZ\rK'), chr(0b100001 + 0o103) + '\x65' + chr(99) + chr(8867 - 8756) + chr(6332 - 6232) + chr(101))('\x75' + chr(0b110001 + 0o103) + '\x66' + chr(0b101101) + '\x38')) if oqhJDdMJfuwx.path.isfile(WYuPioNR_sqI / xafqLlk3kkUe(SXOLrMavuUCe(b'R\x80=\xc8\x8bE6aZ\rK'), '\x64' + chr(7790 - 7689) + '\143' + chr(4141 - 4030) + chr(0b110000 + 0o64) + chr(0b1100101))(chr(5924 - 5807) + '\x74' + '\146' + chr(0b11110 + 0o17) + chr(56))) else None
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'W\x9e3\xd6\xa7I!<'), chr(9646 - 9546) + '\145' + chr(99) + '\x6f' + chr(0b1000100 + 0o40) + '\x65')('\x75' + '\x74' + '\146' + '\055' + chr(0b111000)))(EaCjyhZptSer, mSU6gEqYPk2T, y2yo_PJxKI28, jVmKdOcA5BTy, uOjtIjawzp9y, pPKv5ghIjFGz, CR9FGvQ3Faai, anO3bg2_hMSE, Qv_npqgRBB71, **M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextDataBunch.from_tokens
|
def from_tokens(cls, path:PathOrStr, trn_tok:Collection[Collection[str]], trn_lbls:Collection[Union[int,float]],
val_tok:Collection[Collection[str]], val_lbls:Collection[Union[int,float]], vocab:Vocab=None,
tst_tok:Collection[Collection[str]]=None, classes:Collection[Any]=None, max_vocab:int=60000, min_freq:int=3,
**kwargs) -> DataBunch:
"Create a `TextDataBunch` from tokens and labels. `kwargs` are passed to the dataloader creation."
processor = NumericalizeProcessor(vocab=vocab, max_vocab=max_vocab, min_freq=min_freq)
src = ItemLists(path, TextList(trn_tok, path=path, processor=processor),
TextList(val_tok, path=path, processor=processor))
src = src.label_for_lm() if cls==TextLMDataBunch else src.label_from_lists(trn_lbls, val_lbls, classes=classes)
if tst_tok is not None: src.add_test(TextList(tst_tok, path=path))
return src.databunch(**kwargs)
|
python
|
def from_tokens(cls, path:PathOrStr, trn_tok:Collection[Collection[str]], trn_lbls:Collection[Union[int,float]],
val_tok:Collection[Collection[str]], val_lbls:Collection[Union[int,float]], vocab:Vocab=None,
tst_tok:Collection[Collection[str]]=None, classes:Collection[Any]=None, max_vocab:int=60000, min_freq:int=3,
**kwargs) -> DataBunch:
"Create a `TextDataBunch` from tokens and labels. `kwargs` are passed to the dataloader creation."
processor = NumericalizeProcessor(vocab=vocab, max_vocab=max_vocab, min_freq=min_freq)
src = ItemLists(path, TextList(trn_tok, path=path, processor=processor),
TextList(val_tok, path=path, processor=processor))
src = src.label_for_lm() if cls==TextLMDataBunch else src.label_from_lists(trn_lbls, val_lbls, classes=classes)
if tst_tok is not None: src.add_test(TextList(tst_tok, path=path))
return src.databunch(**kwargs)
|
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] |
Create a `TextDataBunch` from tokens and labels. `kwargs` are passed to the dataloader creation.
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L177-L187
|
train
|
Create a TextDataBunch from tokens and labels. kwargs are passed to the dataloader creation.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1011 + 0o45) + chr(1456 - 1345) + chr(0b0 + 0o63) + chr(52) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b10001 + 0o41) + chr(0b110001) + chr(0b110100), 42645 - 42637), ehT0Px3KOsy9(chr(1039 - 991) + '\x6f' + '\066' + chr(0b11 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(813 - 762) + chr(0b110011) + chr(0b10101 + 0o35), ord("\x08")), ehT0Px3KOsy9(chr(1838 - 1790) + chr(5686 - 5575) + chr(49) + '\067' + chr(48), 0o10), ehT0Px3KOsy9('\x30' + chr(9215 - 9104) + '\062' + chr(823 - 772) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(111) + chr(51) + chr(0b111 + 0o60) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101110 + 0o4) + chr(0b110101) + chr(1958 - 1910), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + '\066' + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(802 - 691) + chr(0b110011) + chr(0b10100 + 0o35) + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101 + 0o55) + '\x33' + chr(1807 - 1753), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b10101 + 0o34) + chr(48) + chr(101 - 46), ord("\x08")), ehT0Px3KOsy9('\060' + chr(11238 - 11127) + chr(0b100010 + 0o17) + '\x33' + chr(0b110110), 50001 - 49993), ehT0Px3KOsy9(chr(1448 - 1400) + chr(111) + chr(1624 - 1575) + '\066' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(1600 - 1489) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x32' + '\062' + chr(0b110101), 59697 - 59689), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + chr(0b110101) + chr(0b11 + 0o62), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(945 - 893) + chr(0b110100), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\063' + chr(0b110011) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(0b1101000 + 0o7) + chr(51) + chr(0b110011) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + '\x33' + chr(0b101000 + 0o15) + chr(740 - 691), 39714 - 39706), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + '\x32' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101 + 0o55) + '\063' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b101 + 0o54) + '\060', 0b1000), ehT0Px3KOsy9(chr(1950 - 1902) + '\157' + chr(51) + chr(0b100 + 0o54) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100100 + 0o16) + '\x32' + chr(0b11110 + 0o24), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11001 + 0o126) + '\x35' + chr(1404 - 1349), ord("\x08")), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + '\x33' + chr(0b110010 + 0o5), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + chr(0b110010) + chr(50), 8), ehT0Px3KOsy9('\060' + chr(11770 - 11659) + chr(0b110001) + chr(50) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(0b10011 + 0o37) + chr(48) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1135 - 1085) + chr(54) + chr(59 - 9), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + '\x33' + chr(0b110101) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\065' + '\x34', 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11100 + 0o25) + chr(54) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(111) + chr(0b101111 + 0o2) + chr(0b100000 + 0o26) + '\x36', 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(49) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b10 + 0o155) + chr(0b110010) + chr(0b101001 + 0o15) + chr(52), 58517 - 58509), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b111111 + 0o60) + chr(0b110101) + chr(51), 63007 - 62999)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b100110 + 0o12) + chr(0b1101111) + chr(2300 - 2247) + chr(0b100100 + 0o14), 39481 - 39473)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xcc'), chr(5882 - 5782) + '\x65' + '\x63' + chr(7282 - 7171) + chr(3696 - 3596) + '\145')('\x75' + chr(0b1010100 + 0o40) + chr(102) + '\055' + chr(0b101110 + 0o12)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aZZ6a2r5cTBa(NSstowUUZlxS, EaCjyhZptSer, LeLRiv4W12st, T8sy_EMwTflc, W3LLlzTcqqTU, ppDKFxK1Bmcc, mSU6gEqYPk2T=None, q90UvFlObJlz=None, anO3bg2_hMSE=None, hzqlhMgV0BHy=ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(0b110110) + chr(1549 - 1496) + chr(1856 - 1807) + chr(0b1110 + 0o46) + chr(0b110000), 0o10), ctbXGxB825kA=ehT0Px3KOsy9('\x30' + '\157' + '\063', 8), **M8EIoTs2GJXE) -> dbn9OdBdfZ6K:
Qv_npqgRBB71 = qQNvgxYxZtfA(vocab=mSU6gEqYPk2T, max_vocab=hzqlhMgV0BHy, min_freq=ctbXGxB825kA)
SBY5QklkRnQv = b9hWn8eVhJwh(EaCjyhZptSer, wn1wZQXdNHYA(LeLRiv4W12st, path=EaCjyhZptSer, processor=Qv_npqgRBB71), wn1wZQXdNHYA(W3LLlzTcqqTU, path=EaCjyhZptSer, processor=Qv_npqgRBB71))
SBY5QklkRnQv = SBY5QklkRnQv.label_for_lm() if NSstowUUZlxS == VrvROMHdr1cK else SBY5QklkRnQv.label_from_lists(T8sy_EMwTflc, ppDKFxK1Bmcc, classes=anO3bg2_hMSE)
if q90UvFlObJlz is not None:
xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x83\xe8Q\x85\x0c\xff\x89\xdc'), chr(0b10100 + 0o120) + '\145' + chr(99) + chr(0b1101111) + '\144' + chr(101))(chr(11938 - 11821) + '\x74' + chr(3657 - 3555) + chr(1604 - 1559) + '\x38'))(wn1wZQXdNHYA(q90UvFlObJlz, path=EaCjyhZptSer))
return xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x86\xedA\xbb\x1a\xef\x94\xcb\x9c'), chr(3689 - 3589) + chr(101) + chr(99) + chr(0b1001101 + 0o42) + chr(100) + chr(0b101010 + 0o73))(chr(0b1110101) + '\x74' + chr(6927 - 6825) + chr(45) + chr(3061 - 3005)))(**M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextDataBunch.from_df
|
def from_df(cls, path:PathOrStr, train_df:DataFrame, valid_df:DataFrame, test_df:Optional[DataFrame]=None,
tokenizer:Tokenizer=None, vocab:Vocab=None, classes:Collection[str]=None, text_cols:IntsOrStrs=1,
label_cols:IntsOrStrs=0, label_delim:str=None, chunksize:int=10000, max_vocab:int=60000,
min_freq:int=2, mark_fields:bool=False, include_bos:bool=True, include_eos:bool=False, **kwargs) -> DataBunch:
"Create a `TextDataBunch` from DataFrames. `kwargs` are passed to the dataloader creation."
processor = _get_processor(tokenizer=tokenizer, vocab=vocab, chunksize=chunksize, max_vocab=max_vocab,
min_freq=min_freq, mark_fields=mark_fields,
include_bos=include_bos, include_eos=include_eos)
if classes is None and is_listy(label_cols) and len(label_cols) > 1: classes = label_cols
src = ItemLists(path, TextList.from_df(train_df, path, cols=text_cols, processor=processor),
TextList.from_df(valid_df, path, cols=text_cols, processor=processor))
if cls==TextLMDataBunch: src = src.label_for_lm()
else:
if label_delim is not None: src = src.label_from_df(cols=label_cols, classes=classes, label_delim=label_delim)
else: src = src.label_from_df(cols=label_cols, classes=classes)
if test_df is not None: src.add_test(TextList.from_df(test_df, path, cols=text_cols))
return src.databunch(**kwargs)
|
python
|
def from_df(cls, path:PathOrStr, train_df:DataFrame, valid_df:DataFrame, test_df:Optional[DataFrame]=None,
tokenizer:Tokenizer=None, vocab:Vocab=None, classes:Collection[str]=None, text_cols:IntsOrStrs=1,
label_cols:IntsOrStrs=0, label_delim:str=None, chunksize:int=10000, max_vocab:int=60000,
min_freq:int=2, mark_fields:bool=False, include_bos:bool=True, include_eos:bool=False, **kwargs) -> DataBunch:
"Create a `TextDataBunch` from DataFrames. `kwargs` are passed to the dataloader creation."
processor = _get_processor(tokenizer=tokenizer, vocab=vocab, chunksize=chunksize, max_vocab=max_vocab,
min_freq=min_freq, mark_fields=mark_fields,
include_bos=include_bos, include_eos=include_eos)
if classes is None and is_listy(label_cols) and len(label_cols) > 1: classes = label_cols
src = ItemLists(path, TextList.from_df(train_df, path, cols=text_cols, processor=processor),
TextList.from_df(valid_df, path, cols=text_cols, processor=processor))
if cls==TextLMDataBunch: src = src.label_for_lm()
else:
if label_delim is not None: src = src.label_from_df(cols=label_cols, classes=classes, label_delim=label_delim)
else: src = src.label_from_df(cols=label_cols, classes=classes)
if test_df is not None: src.add_test(TextList.from_df(test_df, path, cols=text_cols))
return src.databunch(**kwargs)
|
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] |
Create a `TextDataBunch` from DataFrames. `kwargs` are passed to the dataloader creation.
|
[
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L190-L206
|
train
|
Create a TextDataBunch from DataFrames. kwargs are passed to the dataloader creation.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(111) + chr(0b110001) + chr(0b110100) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + chr(0b110011) + chr(1463 - 1409) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + '\062', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(2657 - 2605), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\062' + chr(1325 - 1275) + '\067', 0b1000), ehT0Px3KOsy9('\060' + chr(0b100 + 0o153) + '\062' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\063' + chr(0b110001) + chr(52), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + chr(466 - 418) + chr(0b110011 + 0o0), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(0b101101 + 0o11) + '\064', 8), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\157' + chr(51) + chr(1934 - 1884) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(11019 - 10908) + chr(0b1001 + 0o50) + chr(49), 47230 - 47222), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10001 + 0o40) + '\x30' + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(0b100000 + 0o117) + chr(50) + chr(0b110100) + chr(632 - 581), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b101110 + 0o101) + chr(51) + '\063' + chr(1420 - 1367), ord("\x08")), ehT0Px3KOsy9(chr(2154 - 2106) + chr(10361 - 10250) + chr(0b10101 + 0o42), 0b1000), ehT0Px3KOsy9(chr(2204 - 2156) + chr(0b1101111) + chr(0b110101 + 0o2) + chr(654 - 601), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + chr(167 - 117), 0o10), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + '\x31' + chr(0b110110) + chr(0b110001), 31778 - 31770), ehT0Px3KOsy9(chr(1981 - 1933) + chr(111) + chr(0b101100 + 0o6) + '\x31' + chr(55), 0b1000), ehT0Px3KOsy9(chr(1701 - 1653) + chr(0b1001001 + 0o46) + chr(0b100 + 0o57) + '\062' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(9928 - 9817) + chr(2151 - 2100) + '\060' + '\061', 10785 - 10777), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001 + 0o0) + chr(51) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(1237 - 1188) + chr(1410 - 1359) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x36' + '\x35', 40467 - 40459), ehT0Px3KOsy9(chr(48) + chr(111) + chr(196 - 146) + chr(840 - 785), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(615 - 562) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(8765 - 8654) + chr(0b111 + 0o53) + chr(52) + '\066', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b1101 + 0o142) + chr(0b101111 + 0o6) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(2157 - 2109) + chr(111) + chr(0b110011) + chr(0b110011) + chr(0b110101), 8), ehT0Px3KOsy9(chr(1410 - 1362) + chr(0b1101111 + 0o0) + chr(0b110010) + chr(0b110010) + chr(1114 - 1066), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011001 + 0o26) + chr(0b1 + 0o60) + '\x31' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(2140 - 2092) + chr(0b1101111) + chr(2053 - 2003) + chr(49) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + '\x31' + chr(0b10100 + 0o40) + chr(53), 39640 - 39632), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(2311 - 2262) + '\x37' + chr(2570 - 2518), 0b1000), ehT0Px3KOsy9(chr(1380 - 1332) + '\x6f' + '\x33' + '\062' + chr(2472 - 2420), ord("\x08")), ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(0b1101111) + '\x31' + '\066' + chr(0b101100 + 0o11), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(10102 - 9991) + '\061' + chr(2394 - 2344) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1111 + 0o42) + chr(52) + chr(1588 - 1538), 8), ehT0Px3KOsy9(chr(694 - 646) + '\157' + chr(0b100001 + 0o23) + '\065', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + '\x37' + chr(0b101100 + 0o12), 3700 - 3692)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + '\157' + chr(314 - 261) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'L'), chr(4023 - 3923) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1100100) + '\145')(chr(11911 - 11794) + chr(116) + chr(102) + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def HM_BS07bPmKD(NSstowUUZlxS, EaCjyhZptSer, VnuC4y3b3flM, yoHCsJ9Th6J8, hLvEEkgTeLSS=None, v6ZI_vRSLpRb=None, mSU6gEqYPk2T=None, anO3bg2_hMSE=None, yo4XEF9xjpJ7=ehT0Px3KOsy9(chr(0b110000) + chr(11129 - 11018) + '\x31', 0b1000), btwxplO3tnrq=ehT0Px3KOsy9(chr(0b110000) + chr(0b1001001 + 0o46) + chr(48), 0b1000), kvvgtAi4xKnJ=None, op94qe_Rdjul=ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110011) + chr(0b110100) + chr(0b110010) + chr(48), 0b1000), hzqlhMgV0BHy=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10101 + 0o34) + chr(0b110110) + '\065' + '\061' + chr(0b101000 + 0o14) + chr(0b100000 + 0o20), 1758 - 1750), ctbXGxB825kA=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1881 - 1831), 0o10), oxqCqMelDg5f=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b11000 + 0o30), 8), zMyRegGrF2P1=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b10010 + 0o37), 8), OHYRik51zZNK=ehT0Px3KOsy9(chr(0b110000) + chr(0b1101011 + 0o4) + chr(0b110000), 8), **M8EIoTs2GJXE) -> dbn9OdBdfZ6K:
Qv_npqgRBB71 = EnVt8x_v2QPC(tokenizer=v6ZI_vRSLpRb, vocab=mSU6gEqYPk2T, chunksize=op94qe_Rdjul, max_vocab=hzqlhMgV0BHy, min_freq=ctbXGxB825kA, mark_fields=oxqCqMelDg5f, include_bos=zMyRegGrF2P1, include_eos=OHYRik51zZNK)
if anO3bg2_hMSE is None and rOyHzRoSE7pv(btwxplO3tnrq) and (c2A0yzQpDQB3(btwxplO3tnrq) > ehT0Px3KOsy9(chr(48) + '\157' + chr(49), 8)):
anO3bg2_hMSE = btwxplO3tnrq
SBY5QklkRnQv = b9hWn8eVhJwh(EaCjyhZptSer, wn1wZQXdNHYA.from_df(VnuC4y3b3flM, EaCjyhZptSer, cols=yo4XEF9xjpJ7, processor=Qv_npqgRBB71), wn1wZQXdNHYA.from_df(yoHCsJ9Th6J8, EaCjyhZptSer, cols=yo4XEF9xjpJ7, processor=Qv_npqgRBB71))
if NSstowUUZlxS == VrvROMHdr1cK:
SBY5QklkRnQv = SBY5QklkRnQv.label_for_lm()
elif kvvgtAi4xKnJ is not None:
SBY5QklkRnQv = SBY5QklkRnQv.label_from_df(cols=btwxplO3tnrq, classes=anO3bg2_hMSE, label_delim=kvvgtAi4xKnJ)
else:
SBY5QklkRnQv = SBY5QklkRnQv.label_from_df(cols=btwxplO3tnrq, classes=anO3bg2_hMSE)
if hLvEEkgTeLSS is not None:
xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x03\x90vC\xe3q\xbf\xb7'), chr(100) + chr(101) + chr(0b1100011) + '\x6f' + '\x64' + chr(1235 - 1134))(chr(13401 - 13284) + chr(0b1110100) + chr(0b1100110) + chr(0b101100 + 0o1) + chr(0b111000)))(xafqLlk3kkUe(wn1wZQXdNHYA, xafqLlk3kkUe(SXOLrMavuUCe(b'\x04\x86}q\xc8p\xaa'), '\144' + chr(6717 - 6616) + '\x63' + chr(7952 - 7841) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(4068 - 3952) + chr(0b1100110) + chr(653 - 608) + chr(56)))(hLvEEkgTeLSS, EaCjyhZptSer, cols=yo4XEF9xjpJ7))
return xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x06\x95f}\xf5a\xa2\xa0\x9c'), '\x64' + chr(7714 - 7613) + chr(0b1010110 + 0o15) + chr(0b1100000 + 0o17) + '\x64' + chr(0b11000 + 0o115))(chr(117) + chr(0b1110100) + chr(3670 - 3568) + chr(0b100100 + 0o11) + chr(2666 - 2610)))(**M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextDataBunch.from_csv
|
def from_csv(cls, path:PathOrStr, csv_name, valid_pct:float=0.2, test:Optional[str]=None,
tokenizer:Tokenizer=None, vocab:Vocab=None, classes:Collection[str]=None, delimiter:str=None, header='infer',
text_cols:IntsOrStrs=1, label_cols:IntsOrStrs=0, label_delim:str=None,
chunksize:int=10000, max_vocab:int=60000, min_freq:int=2,
mark_fields:bool=False, include_bos:bool=True, include_eos:bool=False, **kwargs) -> DataBunch:
"Create a `TextDataBunch` from texts in csv files. `kwargs` are passed to the dataloader creation."
df = pd.read_csv(Path(path)/csv_name, header=header, delimiter=delimiter)
df = df.iloc[np.random.permutation(len(df))]
cut = int(valid_pct * len(df)) + 1
train_df, valid_df = df[cut:], df[:cut]
test_df = None if test is None else pd.read_csv(Path(path)/test, header=header, delimiter=delimiter)
return cls.from_df(path, train_df, valid_df, test_df, tokenizer=tokenizer, vocab=vocab, classes=classes, text_cols=text_cols,
label_cols=label_cols, label_delim=label_delim, chunksize=chunksize, max_vocab=max_vocab,
min_freq=min_freq, mark_fields=mark_fields,
include_bos=include_bos, include_eos=include_eos, **kwargs)
|
python
|
def from_csv(cls, path:PathOrStr, csv_name, valid_pct:float=0.2, test:Optional[str]=None,
tokenizer:Tokenizer=None, vocab:Vocab=None, classes:Collection[str]=None, delimiter:str=None, header='infer',
text_cols:IntsOrStrs=1, label_cols:IntsOrStrs=0, label_delim:str=None,
chunksize:int=10000, max_vocab:int=60000, min_freq:int=2,
mark_fields:bool=False, include_bos:bool=True, include_eos:bool=False, **kwargs) -> DataBunch:
"Create a `TextDataBunch` from texts in csv files. `kwargs` are passed to the dataloader creation."
df = pd.read_csv(Path(path)/csv_name, header=header, delimiter=delimiter)
df = df.iloc[np.random.permutation(len(df))]
cut = int(valid_pct * len(df)) + 1
train_df, valid_df = df[cut:], df[:cut]
test_df = None if test is None else pd.read_csv(Path(path)/test, header=header, delimiter=delimiter)
return cls.from_df(path, train_df, valid_df, test_df, tokenizer=tokenizer, vocab=vocab, classes=classes, text_cols=text_cols,
label_cols=label_cols, label_delim=label_delim, chunksize=chunksize, max_vocab=max_vocab,
min_freq=min_freq, mark_fields=mark_fields,
include_bos=include_bos, include_eos=include_eos, **kwargs)
|
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] |
Create a `TextDataBunch` from texts in csv files. `kwargs` are passed to the dataloader creation.
|
[
"Create",
"a",
"TextDataBunch",
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"texts",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L209-L223
|
train
|
Create a TextDataBunch from texts in csv files. kwargs are passed to the dataloader creation.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(950 - 902) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1759 - 1711) + chr(0b1101111) + chr(0b1011 + 0o47) + chr(0b100001 + 0o17) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(6534 - 6423) + chr(0b10101 + 0o34) + chr(49) + '\063', 0o10), ehT0Px3KOsy9(chr(0b11100 + 0o24) + '\x6f' + chr(386 - 334) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(0b110001) + chr(0b11 + 0o55) + chr(0b10100 + 0o40), 8), ehT0Px3KOsy9('\060' + chr(0b110010 + 0o75) + '\x32' + '\x33' + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b110010) + chr(50), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11000 + 0o34) + chr(0b100100 + 0o16), 0o10), ehT0Px3KOsy9(chr(639 - 591) + chr(5274 - 5163) + chr(1024 - 969) + chr(52), 0o10), ehT0Px3KOsy9(chr(1080 - 1032) + '\x6f' + chr(0b110101) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110100) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110101) + chr(2688 - 2633), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\061' + '\067' + chr(50), 50562 - 50554), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(1419 - 1369) + '\061' + '\061', 35762 - 35754), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(0b110001 + 0o4) + chr(0b110 + 0o52), 4980 - 4972), ehT0Px3KOsy9(chr(886 - 838) + chr(0b1101111) + chr(0b110001) + chr(50) + chr(2749 - 2696), 11711 - 11703), ehT0Px3KOsy9('\x30' + chr(11417 - 11306) + chr(1515 - 1466) + '\x36' + chr(1401 - 1351), 0o10), ehT0Px3KOsy9(chr(779 - 731) + '\x6f' + '\x31' + '\x35' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b100111 + 0o12) + chr(0b111 + 0o53) + '\x34', 40121 - 40113), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\061' + chr(53) + '\x32', 33507 - 33499), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + '\x31' + chr(0b1010 + 0o51), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\x36' + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + '\x33' + chr(0b1001 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1011100 + 0o23) + chr(1569 - 1515) + chr(834 - 781), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101100 + 0o7) + '\x36' + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + '\063' + chr(0b100101 + 0o16) + chr(2112 - 2064), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(49) + chr(49) + '\x34', 31902 - 31894), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x35' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(55) + chr(0b1010 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(4973 - 4862) + '\x32' + '\x34' + chr(1546 - 1497), 60227 - 60219), ehT0Px3KOsy9(chr(1769 - 1721) + chr(662 - 551) + chr(0b10100 + 0o42) + chr(2481 - 2431), 0b1000), ehT0Px3KOsy9('\x30' + chr(11896 - 11785) + chr(232 - 180), 31585 - 31577), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2442 - 2391) + chr(0b110000 + 0o1) + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100001 + 0o20) + chr(50) + chr(1965 - 1912), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(52) + chr(0b11110 + 0o31), 0o10), ehT0Px3KOsy9(chr(862 - 814) + chr(0b1101111) + chr(49) + chr(48) + chr(2872 - 2818), 0b1000), ehT0Px3KOsy9(chr(577 - 529) + chr(0b1101111) + chr(51) + chr(0b1010 + 0o52), 19179 - 19171), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\060' + chr(52), 8), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + chr(0b110000 + 0o1), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(111) + '\065' + chr(0b11001 + 0o27), 34798 - 34790)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'j'), chr(100) + chr(0b1011 + 0o132) + '\143' + chr(0b1000001 + 0o56) + chr(0b1100100) + '\145')('\165' + chr(0b1110100) + chr(102) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def FW50K5mWRHwz(NSstowUUZlxS, EaCjyhZptSer, wZeA5hrzj6UW, tlnpDdjw94k8=0.2, o1nnuQUCchP4=None, v6ZI_vRSLpRb=None, mSU6gEqYPk2T=None, anO3bg2_hMSE=None, wVeUGUOGuSDo=None, ZmHK8Erhdn3m=xafqLlk3kkUe(SXOLrMavuUCe(b'-\xe8-@6'), chr(100) + '\145' + chr(0b1100 + 0o127) + chr(0b1101111) + chr(100) + chr(101))('\x75' + '\x74' + chr(102) + chr(45) + chr(2754 - 2698)), yo4XEF9xjpJ7=ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31', 8), btwxplO3tnrq=ehT0Px3KOsy9(chr(0b100110 + 0o12) + '\x6f' + '\x30', 8), kvvgtAi4xKnJ=None, op94qe_Rdjul=ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + '\062' + chr(1584 - 1533) + chr(52) + chr(0b110010) + '\x30', ord("\x08")), hzqlhMgV0BHy=ehT0Px3KOsy9(chr(0b0 + 0o60) + '\x6f' + '\x31' + chr(54) + '\x35' + '\061' + chr(52) + chr(48), 0o10), ctbXGxB825kA=ehT0Px3KOsy9(chr(0b110000) + chr(1461 - 1350) + '\062', 0o10), oxqCqMelDg5f=ehT0Px3KOsy9(chr(48) + chr(111) + '\x30', 8), zMyRegGrF2P1=ehT0Px3KOsy9(chr(1582 - 1534) + chr(9402 - 9291) + chr(1131 - 1082), 8), OHYRik51zZNK=ehT0Px3KOsy9('\060' + chr(111) + chr(0b101010 + 0o6), 8), **M8EIoTs2GJXE) -> dbn9OdBdfZ6K:
aVhM9WzaWXU5 = dubtF9GfzOdC.read_csv(HiPOQr0Cdorg(EaCjyhZptSer) / wZeA5hrzj6UW, header=ZmHK8Erhdn3m, delimiter=wVeUGUOGuSDo)
aVhM9WzaWXU5 = aVhM9WzaWXU5.j91vOdIHACRC[WqUC3KWvYVup.random.permutation(c2A0yzQpDQB3(aVhM9WzaWXU5))]
AwdaZB2Cpfsw = ehT0Px3KOsy9(tlnpDdjw94k8 * c2A0yzQpDQB3(aVhM9WzaWXU5)) + ehT0Px3KOsy9(chr(1478 - 1430) + chr(0b1101111) + chr(1730 - 1681), 8)
(VnuC4y3b3flM, yoHCsJ9Th6J8) = (aVhM9WzaWXU5[AwdaZB2Cpfsw:], aVhM9WzaWXU5[:AwdaZB2Cpfsw])
hLvEEkgTeLSS = None if o1nnuQUCchP4 is None else dubtF9GfzOdC.read_csv(HiPOQr0Cdorg(EaCjyhZptSer) / o1nnuQUCchP4, header=ZmHK8Erhdn3m, delimiter=wVeUGUOGuSDo)
return xafqLlk3kkUe(NSstowUUZlxS, xafqLlk3kkUe(SXOLrMavuUCe(b'"\xf4$H\x1b\xf9\xf4'), chr(2787 - 2687) + chr(4922 - 4821) + chr(0b110011 + 0o60) + chr(111) + '\x64' + chr(0b1100101))(chr(0b1110101) + chr(0b1000111 + 0o55) + '\146' + chr(0b101101) + chr(56)))(EaCjyhZptSer, VnuC4y3b3flM, yoHCsJ9Th6J8, hLvEEkgTeLSS, tokenizer=v6ZI_vRSLpRb, vocab=mSU6gEqYPk2T, classes=anO3bg2_hMSE, text_cols=yo4XEF9xjpJ7, label_cols=btwxplO3tnrq, label_delim=kvvgtAi4xKnJ, chunksize=op94qe_Rdjul, max_vocab=hzqlhMgV0BHy, min_freq=ctbXGxB825kA, mark_fields=oxqCqMelDg5f, include_bos=zMyRegGrF2P1, include_eos=OHYRik51zZNK, **M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextDataBunch.from_folder
|
def from_folder(cls, path:PathOrStr, train:str='train', valid:str='valid', test:Optional[str]=None,
classes:Collection[Any]=None, tokenizer:Tokenizer=None, vocab:Vocab=None, chunksize:int=10000, max_vocab:int=60000,
min_freq:int=2, mark_fields:bool=False, include_bos:bool=True, include_eos:bool=False, **kwargs):
"Create a `TextDataBunch` from text files in folders."
path = Path(path).absolute()
processor = [OpenFileProcessor()] + _get_processor(tokenizer=tokenizer, vocab=vocab, chunksize=chunksize, max_vocab=max_vocab,
min_freq=min_freq, mark_fields=mark_fields, include_bos=include_bos, include_eos=include_eos)
src = (TextList.from_folder(path, processor=processor)
.split_by_folder(train=train, valid=valid))
src = src.label_for_lm() if cls==TextLMDataBunch else src.label_from_folder(classes=classes)
if test is not None: src.add_test_folder(path/test)
return src.databunch(**kwargs)
|
python
|
def from_folder(cls, path:PathOrStr, train:str='train', valid:str='valid', test:Optional[str]=None,
classes:Collection[Any]=None, tokenizer:Tokenizer=None, vocab:Vocab=None, chunksize:int=10000, max_vocab:int=60000,
min_freq:int=2, mark_fields:bool=False, include_bos:bool=True, include_eos:bool=False, **kwargs):
"Create a `TextDataBunch` from text files in folders."
path = Path(path).absolute()
processor = [OpenFileProcessor()] + _get_processor(tokenizer=tokenizer, vocab=vocab, chunksize=chunksize, max_vocab=max_vocab,
min_freq=min_freq, mark_fields=mark_fields, include_bos=include_bos, include_eos=include_eos)
src = (TextList.from_folder(path, processor=processor)
.split_by_folder(train=train, valid=valid))
src = src.label_for_lm() if cls==TextLMDataBunch else src.label_from_folder(classes=classes)
if test is not None: src.add_test_folder(path/test)
return src.databunch(**kwargs)
|
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"databunch",
"(",
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] |
Create a `TextDataBunch` from text files in folders.
|
[
"Create",
"a",
"TextDataBunch",
"from",
"text",
"files",
"in",
"folders",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L226-L237
|
train
|
Create a TextDataBunch from text files in folders.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(111) + chr(1407 - 1358) + chr(52) + chr(0b10011 + 0o40), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b111110 + 0o61) + '\063' + '\065' + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + '\x37' + chr(49), 37240 - 37232), ehT0Px3KOsy9(chr(0b1001 + 0o47) + chr(0b1101111) + '\x31' + '\x33' + chr(2028 - 1979), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\067' + chr(0b11000 + 0o30), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x32' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(1111 - 1062) + chr(1646 - 1594) + chr(0b110000), 0o10), ehT0Px3KOsy9('\060' + chr(0b11000 + 0o127) + '\062' + '\062' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b10 + 0o57) + chr(0b100110 + 0o15) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(542 - 494) + '\x6f' + chr(0b100111 + 0o14) + '\060' + chr(0b1001 + 0o55), 23194 - 23186), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(6854 - 6743) + '\x36' + chr(51), 0o10), ehT0Px3KOsy9(chr(922 - 874) + chr(111) + chr(0b10111 + 0o36) + chr(2029 - 1980), 41112 - 41104), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + '\064' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(185 - 134), 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + '\x6f' + '\x31' + '\x35' + chr(0b110101), 63841 - 63833), ehT0Px3KOsy9('\x30' + chr(0b1101011 + 0o4) + '\x32' + chr(0b110100), 51148 - 51140), ehT0Px3KOsy9(chr(0b110000) + chr(6661 - 6550) + chr(143 - 93) + chr(0b110001 + 0o5), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1011011 + 0o24) + chr(0b110001 + 0o2) + chr(0b110001) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(0b1101111) + chr(0b110 + 0o52), 22524 - 22516), ehT0Px3KOsy9(chr(0b10101 + 0o33) + '\x6f' + chr(0b110011) + chr(50) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(345 - 297) + chr(111) + chr(125 - 71) + '\x31', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b10101 + 0o132) + chr(523 - 473) + chr(0b110100 + 0o3) + chr(54), 0o10), ehT0Px3KOsy9(chr(1526 - 1478) + '\x6f' + '\x32' + chr(0b11010 + 0o26), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(0b110000) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110001) + chr(0b101100 + 0o7) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b1 + 0o66) + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(652 - 602) + chr(2552 - 2499) + chr(813 - 763), ord("\x08")), ehT0Px3KOsy9(chr(195 - 147) + '\x6f' + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(389 - 341) + '\157' + chr(0b110001) + chr(1496 - 1447) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110111) + chr(2179 - 2126), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b100100 + 0o16) + '\x30' + '\063', 52996 - 52988), ehT0Px3KOsy9(chr(1745 - 1697) + chr(0b111 + 0o150) + '\x33' + chr(55) + '\067', 8), ehT0Px3KOsy9('\060' + chr(3092 - 2981) + '\063' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1010101 + 0o32) + '\x33' + '\x31' + chr(1188 - 1140), 8), ehT0Px3KOsy9('\x30' + chr(0b101000 + 0o107) + chr(672 - 621) + chr(0b11 + 0o62) + '\066', 0o10), ehT0Px3KOsy9(chr(1858 - 1810) + chr(111) + chr(419 - 370) + chr(0b110001) + chr(1198 - 1144), ord("\x08")), ehT0Px3KOsy9('\060' + chr(426 - 315) + chr(0b110010) + chr(2345 - 2293) + chr(190 - 137), 57329 - 57321), ehT0Px3KOsy9('\x30' + '\157' + '\063' + '\x36' + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10628 - 10517) + chr(0b110011) + '\x31' + chr(0b1101 + 0o44), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(50) + chr(2896 - 2842) + chr(866 - 813), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(904 - 851) + '\060', 5965 - 5957)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'M'), '\144' + chr(0b1011010 + 0o13) + chr(99) + '\157' + chr(0b1100100) + chr(101))(chr(117) + '\x74' + '\146' + chr(45) + chr(0b110100 + 0o4)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qC4dq2YLd9n1(NSstowUUZlxS, EaCjyhZptSer, e80gRioCjdat=xafqLlk3kkUe(SXOLrMavuUCe(b'\x17\x9f\x980\xd6'), chr(0b11 + 0o141) + '\x65' + chr(99) + chr(0b1101111) + '\144' + '\145')(chr(117) + chr(7145 - 7029) + chr(3913 - 3811) + chr(0b100000 + 0o15) + chr(0b111000)), BZPR0lwTzWO8=xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\x8c\x950\xdc'), '\x64' + chr(0b1000101 + 0o40) + chr(0b1100011) + chr(111) + chr(100) + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + '\x38'), o1nnuQUCchP4=None, anO3bg2_hMSE=None, v6ZI_vRSLpRb=None, mSU6gEqYPk2T=None, op94qe_Rdjul=ehT0Px3KOsy9(chr(1475 - 1427) + chr(1452 - 1341) + '\x32' + chr(1078 - 1027) + '\x34' + '\x32' + chr(0b11110 + 0o22), 0b1000), hzqlhMgV0BHy=ehT0Px3KOsy9(chr(1662 - 1614) + chr(8331 - 8220) + '\x31' + '\066' + chr(0b110101) + '\061' + '\064' + chr(420 - 372), 0o10), ctbXGxB825kA=ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(0b1101111) + chr(2287 - 2237), 0b1000), oxqCqMelDg5f=ehT0Px3KOsy9('\x30' + chr(0b111101 + 0o62) + '\x30', 8), zMyRegGrF2P1=ehT0Px3KOsy9('\x30' + chr(0b111 + 0o150) + '\061', 8), OHYRik51zZNK=ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1 + 0o57), 8), **M8EIoTs2GJXE):
EaCjyhZptSer = HiPOQr0Cdorg(EaCjyhZptSer).absolute()
Qv_npqgRBB71 = [CGmKDrv7plPS()] + EnVt8x_v2QPC(tokenizer=v6ZI_vRSLpRb, vocab=mSU6gEqYPk2T, chunksize=op94qe_Rdjul, max_vocab=hzqlhMgV0BHy, min_freq=ctbXGxB825kA, mark_fields=oxqCqMelDg5f, include_bos=zMyRegGrF2P1, include_eos=OHYRik51zZNK)
SBY5QklkRnQv = wn1wZQXdNHYA.from_folder(EaCjyhZptSer, processor=Qv_npqgRBB71).split_by_folder(train=e80gRioCjdat, valid=BZPR0lwTzWO8)
SBY5QklkRnQv = SBY5QklkRnQv.label_for_lm() if NSstowUUZlxS == VrvROMHdr1cK else SBY5QklkRnQv.label_from_folder(classes=anO3bg2_hMSE)
if o1nnuQUCchP4 is not None:
xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x02\x89\x9d\x06\xcc5\x13\xe5\x03\xa0\\E\x00~\x1f'), chr(100) + '\145' + chr(0b1000010 + 0o41) + '\157' + '\144' + '\145')(chr(10617 - 10500) + chr(0b1110100) + chr(102) + '\x2d' + chr(0b101101 + 0o13)))(EaCjyhZptSer / o1nnuQUCchP4)
return xafqLlk3kkUe(SBY5QklkRnQv, xafqLlk3kkUe(SXOLrMavuUCe(b'\x07\x8c\x8d8\xda%\x0e\xf24'), chr(0b1100100) + chr(101) + chr(99) + chr(0b111100 + 0o63) + chr(0b1100100) + '\145')(chr(117) + chr(0b1011010 + 0o32) + chr(0b1100110) + chr(0b0 + 0o55) + chr(0b111000)))(**M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextLMDataBunch.create
|
def create(cls, train_ds, valid_ds, test_ds=None, path:PathOrStr='.', no_check:bool=False, bs=64, val_bs:int=None,
num_workers:int=0, device:torch.device=None, collate_fn:Callable=data_collate,
dl_tfms:Optional[Collection[Callable]]=None, bptt:int=70, backwards:bool=False, **dl_kwargs) -> DataBunch:
"Create a `TextDataBunch` in `path` from the `datasets` for language modelling. Passes `**dl_kwargs` on to `DataLoader()`"
datasets = cls._init_ds(train_ds, valid_ds, test_ds)
val_bs = ifnone(val_bs, bs)
datasets = [LanguageModelPreLoader(ds, shuffle=(i==0), bs=(bs if i==0 else val_bs), bptt=bptt, backwards=backwards)
for i,ds in enumerate(datasets)]
val_bs = bs
dls = [DataLoader(d, b, shuffle=False, **dl_kwargs) for d,b in zip(datasets, (bs,val_bs,val_bs,val_bs)) if d is not None]
return cls(*dls, path=path, device=device, dl_tfms=dl_tfms, collate_fn=collate_fn, no_check=no_check)
|
python
|
def create(cls, train_ds, valid_ds, test_ds=None, path:PathOrStr='.', no_check:bool=False, bs=64, val_bs:int=None,
num_workers:int=0, device:torch.device=None, collate_fn:Callable=data_collate,
dl_tfms:Optional[Collection[Callable]]=None, bptt:int=70, backwards:bool=False, **dl_kwargs) -> DataBunch:
"Create a `TextDataBunch` in `path` from the `datasets` for language modelling. Passes `**dl_kwargs` on to `DataLoader()`"
datasets = cls._init_ds(train_ds, valid_ds, test_ds)
val_bs = ifnone(val_bs, bs)
datasets = [LanguageModelPreLoader(ds, shuffle=(i==0), bs=(bs if i==0 else val_bs), bptt=bptt, backwards=backwards)
for i,ds in enumerate(datasets)]
val_bs = bs
dls = [DataLoader(d, b, shuffle=False, **dl_kwargs) for d,b in zip(datasets, (bs,val_bs,val_bs,val_bs)) if d is not None]
return cls(*dls, path=path, device=device, dl_tfms=dl_tfms, collate_fn=collate_fn, no_check=no_check)
|
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] |
Create a `TextDataBunch` in `path` from the `datasets` for language modelling. Passes `**dl_kwargs` on to `DataLoader()`
|
[
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"a",
"TextDataBunch",
"in",
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"the",
"datasets",
"for",
"language",
"modelling",
".",
"Passes",
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"dl_kwargs",
"on",
"to",
"DataLoader",
"()"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L242-L252
|
train
|
Create a TextDataBunch in path from the datasets for language modelling. Passes dl_kwargs on to DataLoader ()
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(734 - 623) + chr(0b1000 + 0o51) + '\065' + chr(48), 0o10), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(4615 - 4504) + chr(1272 - 1222) + chr(0b110110) + chr(0b110011), 0o10), ehT0Px3KOsy9('\060' + chr(0b1100001 + 0o16) + chr(0b1100 + 0o45) + chr(450 - 395) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001111 + 0o40) + chr(0b110010) + '\x36' + '\x33', 8), ehT0Px3KOsy9(chr(720 - 672) + chr(111) + chr(51) + chr(0b11100 + 0o25) + chr(1448 - 1398), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(49) + chr(0b11110 + 0o25), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(1301 - 1250) + chr(0b110101), 55290 - 55282), ehT0Px3KOsy9(chr(1246 - 1198) + '\157' + '\x32' + '\066' + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11001 + 0o32) + '\060' + chr(589 - 538), 0b1000), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b1101111) + chr(0b1 + 0o62) + chr(348 - 296) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(615 - 562) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(2067 - 2019) + chr(0b111001 + 0o66) + chr(51) + '\x36' + '\x34', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110010), 39258 - 39250), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100) + '\x35', 0b1000), ehT0Px3KOsy9(chr(1648 - 1600) + chr(0b1101111) + chr(2230 - 2179) + chr(53) + chr(53), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(54) + chr(0b1000 + 0o55), 38292 - 38284), ehT0Px3KOsy9(chr(0b0 + 0o60) + '\157' + chr(1374 - 1324) + chr(0b101000 + 0o11) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(51) + chr(0b110010), 35277 - 35269), ehT0Px3KOsy9(chr(0b110000) + chr(2527 - 2416) + chr(1903 - 1852) + chr(2189 - 2138) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b1001001 + 0o46) + chr(50) + chr(0b110110) + chr(2726 - 2672), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(2407 - 2296) + chr(0b110100) + chr(2244 - 2195), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(9385 - 9274) + chr(655 - 604) + chr(0b1101 + 0o52) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2438 - 2386) + chr(50), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + '\062' + chr(2046 - 1992), 0o10), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(526 - 477) + '\066' + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1010 + 0o50) + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6683 - 6572) + chr(2138 - 2089) + '\x32' + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5301 - 5190) + chr(0b110010) + '\061' + '\x30', 0o10), ehT0Px3KOsy9(chr(2059 - 2011) + chr(0b1000100 + 0o53) + chr(1751 - 1700) + '\x36' + chr(48), 8505 - 8497), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1000001 + 0o56) + chr(0b110100) + chr(1793 - 1740), 8), ehT0Px3KOsy9(chr(1759 - 1711) + chr(0b1100000 + 0o17) + chr(671 - 621) + chr(55) + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1100110 + 0o11) + '\x31' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + chr(0b110001) + chr(0b110010 + 0o1) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b10111 + 0o130) + chr(1147 - 1097) + chr(0b110110) + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(6861 - 6750) + chr(51) + chr(0b101010 + 0o11) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(5763 - 5652) + chr(0b110001) + chr(0b101000 + 0o12) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(1843 - 1794) + chr(49), 34313 - 34305), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\x32' + '\x36' + '\066', 8), ehT0Px3KOsy9('\060' + chr(6059 - 5948) + '\061' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b110110) + chr(0b10110 + 0o40), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(4761 - 4661) + '\x65' + chr(0b101101 + 0o66) + '\157' + chr(0b10000 + 0o124) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(0b1000101 + 0o41) + '\x2d' + chr(0b11101 + 0o33)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zXm8hKpI6bmL(NSstowUUZlxS, LQf_eo9XIecR, KcxQ5vJr32VH, dFuKBHfZctSM=None, EaCjyhZptSer=xafqLlk3kkUe(SXOLrMavuUCe(b'F'), chr(0b1100100) + chr(0b1000100 + 0o41) + chr(0b1100001 + 0o2) + chr(111) + chr(0b1011000 + 0o14) + '\x65')(chr(117) + '\x74' + chr(0b1100110) + chr(45) + '\x38'), scersYnK1ZCG=ehT0Px3KOsy9('\060' + '\x6f' + chr(48), 0b1000), SfegzJB3EFQO=ehT0Px3KOsy9(chr(0b1001 + 0o47) + '\157' + chr(1826 - 1777) + chr(0b110000) + chr(0b101110 + 0o2), 0b1000), n5kUKVSVJnbT=None, c1aWEsj_NmYg=ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b101000 + 0o10), 8), v9dZPx26KxBP=None, U7_vi3Fx7yT6=PQric3jolzYP, aNZmKhRjAZqS=None, i3PsbB2LjkZm=ehT0Px3KOsy9(chr(474 - 426) + chr(0b111011 + 0o64) + chr(2193 - 2144) + chr(2039 - 1991) + chr(1572 - 1518), ord("\x08")), qnffwzBDGdL_=ehT0Px3KOsy9(chr(818 - 770) + chr(0b1101111) + chr(753 - 705), 8), **VaR6TKpZsJTH) -> dbn9OdBdfZ6K:
yFP4suyTsK4d = NSstowUUZlxS._init_ds(LQf_eo9XIecR, KcxQ5vJr32VH, dFuKBHfZctSM)
n5kUKVSVJnbT = LZcHOm_c0BYj(n5kUKVSVJnbT, SfegzJB3EFQO)
yFP4suyTsK4d = [DsPLq4N_mR2N(JemPxC1eYHLi, shuffle=WVxHKyX45z_L == ehT0Px3KOsy9('\060' + chr(2694 - 2583) + chr(0b1000 + 0o50), 8), bs=SfegzJB3EFQO if WVxHKyX45z_L == ehT0Px3KOsy9(chr(48) + '\x6f' + chr(2195 - 2147), 8) else n5kUKVSVJnbT, bptt=i3PsbB2LjkZm, backwards=qnffwzBDGdL_) for (WVxHKyX45z_L, JemPxC1eYHLi) in YlkZvXL8qwsX(yFP4suyTsK4d)]
n5kUKVSVJnbT = SfegzJB3EFQO
tf9mQjCVHoPI = [PwIcmKxFD79o(pd3lxn9vqWxp, wmN3dvez4qzC, shuffle=ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x30', 8), **VaR6TKpZsJTH) for (pd3lxn9vqWxp, wmN3dvez4qzC) in pZ0NK2y6HRbn(yFP4suyTsK4d, (SfegzJB3EFQO, n5kUKVSVJnbT, n5kUKVSVJnbT, n5kUKVSVJnbT)) if pd3lxn9vqWxp is not None]
return NSstowUUZlxS(*tf9mQjCVHoPI, path=EaCjyhZptSer, device=v9dZPx26KxBP, dl_tfms=aNZmKhRjAZqS, collate_fn=U7_vi3Fx7yT6, no_check=scersYnK1ZCG)
|
fastai/fastai
|
fastai/text/data.py
|
TextClasDataBunch.create
|
def create(cls, train_ds, valid_ds, test_ds=None, path:PathOrStr='.', bs:int=32, val_bs:int=None, pad_idx=1,
pad_first=True, device:torch.device=None, no_check:bool=False, backwards:bool=False, **dl_kwargs) -> DataBunch:
"Function that transform the `datasets` in a `DataBunch` for classification. Passes `**dl_kwargs` on to `DataLoader()`"
datasets = cls._init_ds(train_ds, valid_ds, test_ds)
val_bs = ifnone(val_bs, bs)
collate_fn = partial(pad_collate, pad_idx=pad_idx, pad_first=pad_first, backwards=backwards)
train_sampler = SortishSampler(datasets[0].x, key=lambda t: len(datasets[0][t][0].data), bs=bs)
train_dl = DataLoader(datasets[0], batch_size=bs, sampler=train_sampler, drop_last=True, **dl_kwargs)
dataloaders = [train_dl]
for ds in datasets[1:]:
lengths = [len(t) for t in ds.x.items]
sampler = SortSampler(ds.x, key=lengths.__getitem__)
dataloaders.append(DataLoader(ds, batch_size=val_bs, sampler=sampler, **dl_kwargs))
return cls(*dataloaders, path=path, device=device, collate_fn=collate_fn, no_check=no_check)
|
python
|
def create(cls, train_ds, valid_ds, test_ds=None, path:PathOrStr='.', bs:int=32, val_bs:int=None, pad_idx=1,
pad_first=True, device:torch.device=None, no_check:bool=False, backwards:bool=False, **dl_kwargs) -> DataBunch:
"Function that transform the `datasets` in a `DataBunch` for classification. Passes `**dl_kwargs` on to `DataLoader()`"
datasets = cls._init_ds(train_ds, valid_ds, test_ds)
val_bs = ifnone(val_bs, bs)
collate_fn = partial(pad_collate, pad_idx=pad_idx, pad_first=pad_first, backwards=backwards)
train_sampler = SortishSampler(datasets[0].x, key=lambda t: len(datasets[0][t][0].data), bs=bs)
train_dl = DataLoader(datasets[0], batch_size=bs, sampler=train_sampler, drop_last=True, **dl_kwargs)
dataloaders = [train_dl]
for ds in datasets[1:]:
lengths = [len(t) for t in ds.x.items]
sampler = SortSampler(ds.x, key=lengths.__getitem__)
dataloaders.append(DataLoader(ds, batch_size=val_bs, sampler=sampler, **dl_kwargs))
return cls(*dataloaders, path=path, device=device, collate_fn=collate_fn, no_check=no_check)
|
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"device",
"=",
"device",
",",
"collate_fn",
"=",
"collate_fn",
",",
"no_check",
"=",
"no_check",
")"
] |
Function that transform the `datasets` in a `DataBunch` for classification. Passes `**dl_kwargs` on to `DataLoader()`
|
[
"Function",
"that",
"transform",
"the",
"datasets",
"in",
"a",
"DataBunch",
"for",
"classification",
".",
"Passes",
"**",
"dl_kwargs",
"on",
"to",
"DataLoader",
"()"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L257-L270
|
train
|
Function that transform the datasets in a DataBunch for classification. Passes dl_kwargs on to DataLoader ()
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(51) + chr(312 - 264) + chr(574 - 524), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010000 + 0o37) + chr(1407 - 1357) + chr(1003 - 950) + chr(1819 - 1765), 0o10), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b1101111) + chr(0b1001 + 0o53) + chr(1134 - 1081), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110010) + '\063' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(286 - 175) + chr(0b11111 + 0o24) + chr(0b110100) + chr(0b110110), 27768 - 27760), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + chr(1195 - 1146) + chr(1133 - 1083), 27177 - 27169), ehT0Px3KOsy9(chr(1384 - 1336) + '\x6f' + chr(292 - 243) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(1678 - 1630) + chr(0b111001 + 0o66) + chr(0b110010) + chr(0b110110) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b100011 + 0o114) + chr(0b100010 + 0o20) + '\067' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(4868 - 4757) + '\x33' + chr(0b110101) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + chr(1282 - 1228) + chr(799 - 750), 27813 - 27805), ehT0Px3KOsy9(chr(185 - 137) + '\157' + chr(49) + '\067' + chr(0b11100 + 0o27), 64802 - 64794), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110111) + chr(1919 - 1866), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b1011 + 0o46) + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9(chr(964 - 916) + chr(0b1101111) + chr(51) + chr(54) + chr(1039 - 988), ord("\x08")), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(0b1101111) + chr(51) + chr(0b10101 + 0o42) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(111) + chr(1482 - 1430), 0o10), ehT0Px3KOsy9(chr(288 - 240) + chr(0b111111 + 0o60) + '\063' + chr(0b110010) + '\065', 6760 - 6752), ehT0Px3KOsy9('\x30' + chr(11190 - 11079) + chr(0b110010) + chr(0b11 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(1910 - 1862) + chr(0b1101111) + chr(49) + '\x37', 8), ehT0Px3KOsy9(chr(2001 - 1953) + chr(0b1101111) + chr(0b100101 + 0o16) + chr(218 - 164) + chr(53), 0o10), ehT0Px3KOsy9('\060' + chr(0b110110 + 0o71) + '\061' + chr(54) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b110101 + 0o72) + '\062' + chr(0b110011) + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + chr(111) + '\x30', 0b1000), ehT0Px3KOsy9(chr(1430 - 1382) + chr(111) + chr(50) + '\x36' + '\x36', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b11000 + 0o127) + chr(49) + chr(0b1001 + 0o50) + chr(50), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110001) + chr(68 - 20), 35238 - 35230), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b101110 + 0o6), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(230 - 179), 0o10), ehT0Px3KOsy9(chr(241 - 193) + chr(111) + chr(50) + '\063' + chr(54), 8), ehT0Px3KOsy9(chr(0b10000 + 0o40) + '\x6f' + '\x33' + chr(59 - 8) + chr(0b110110), 0o10), ehT0Px3KOsy9('\x30' + chr(6474 - 6363) + chr(0b101011 + 0o10) + '\067', 0o10), ehT0Px3KOsy9('\x30' + chr(5715 - 5604) + chr(49) + chr(0b110111) + chr(2509 - 2457), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b110011) + chr(749 - 701) + chr(0b100000 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(677 - 629) + '\157' + chr(95 - 46) + chr(50) + '\x35', 0o10), ehT0Px3KOsy9(chr(1480 - 1432) + chr(111) + chr(51) + chr(0b110110) + chr(0b110101), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + chr(54) + chr(48), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(2043 - 1993) + '\064' + '\x32', 45717 - 45709), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(5011 - 4900) + '\061' + chr(0b101000 + 0o16) + '\066', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + '\063' + '\066' + chr(0b11 + 0o60), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b111110 + 0o61) + chr(2517 - 2464) + '\x30', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xec'), chr(100) + '\x65' + chr(0b1100011) + chr(0b1101111) + chr(0b1100011 + 0o1) + '\x65')('\x75' + chr(0b1000001 + 0o63) + chr(0b110001 + 0o65) + '\x2d' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def zXm8hKpI6bmL(NSstowUUZlxS, LQf_eo9XIecR, KcxQ5vJr32VH, dFuKBHfZctSM=None, EaCjyhZptSer=xafqLlk3kkUe(SXOLrMavuUCe(b'\xec'), chr(100) + chr(0b1000100 + 0o41) + chr(0b1100011) + chr(0b1101111) + '\144' + chr(1474 - 1373))(chr(0b1110101) + '\164' + chr(0b1100110) + chr(0b101101) + chr(0b111000)), SfegzJB3EFQO=ehT0Px3KOsy9('\060' + chr(0b111100 + 0o63) + chr(0b11011 + 0o31) + chr(1282 - 1234), 0b1000), n5kUKVSVJnbT=None, x176qz_QZx4D=ehT0Px3KOsy9(chr(48) + chr(6148 - 6037) + '\061', 21286 - 21278), nNHn8F4PmO0X=ehT0Px3KOsy9('\060' + '\x6f' + '\061', 8), v9dZPx26KxBP=None, scersYnK1ZCG=ehT0Px3KOsy9(chr(48) + chr(111) + '\060', 8), qnffwzBDGdL_=ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\060', 8), **VaR6TKpZsJTH) -> dbn9OdBdfZ6K:
yFP4suyTsK4d = NSstowUUZlxS._init_ds(LQf_eo9XIecR, KcxQ5vJr32VH, dFuKBHfZctSM)
n5kUKVSVJnbT = LZcHOm_c0BYj(n5kUKVSVJnbT, SfegzJB3EFQO)
U7_vi3Fx7yT6 = q_kvx1iNIzrz(FrAoolKvC4g2, pad_idx=x176qz_QZx4D, pad_first=nNHn8F4PmO0X, backwards=qnffwzBDGdL_)
ei7cCGxgluku = lEzCvqWpew8Q(yFP4suyTsK4d[ehT0Px3KOsy9('\x30' + chr(9426 - 9315) + '\x30', 8)].OeWW0F1dBPRQ, key=lambda YeT3l7JgTbWR: c2A0yzQpDQB3(yFP4suyTsK4d[ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x30', 8)][YeT3l7JgTbWR][ehT0Px3KOsy9('\060' + '\157' + chr(1677 - 1629), 8)].ULnjp6D6efFH), bs=SfegzJB3EFQO)
xWre4NI2ajDu = PwIcmKxFD79o(yFP4suyTsK4d[ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(0b1101111) + chr(0b110000), 8)], batch_size=SfegzJB3EFQO, sampler=ei7cCGxgluku, drop_last=ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(49), 8), **VaR6TKpZsJTH)
EyTg6BfNXIlC = [xWre4NI2ajDu]
for JemPxC1eYHLi in yFP4suyTsK4d[ehT0Px3KOsy9(chr(0b10001 + 0o37) + '\x6f' + chr(49), 8):]:
dvel49fT6_fT = [c2A0yzQpDQB3(YeT3l7JgTbWR) for YeT3l7JgTbWR in JemPxC1eYHLi.x.NzveIZ3IlSH9]
FhX1mYZXXcHE = vcoEB59e_UKD(JemPxC1eYHLi.OeWW0F1dBPRQ, key=dvel49fT6_fT.__getitem__)
xafqLlk3kkUe(EyTg6BfNXIlC, xafqLlk3kkUe(SXOLrMavuUCe(b'\xa3\xdeU\xfc\x88n'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(11355 - 11244) + '\144' + '\145')(chr(117) + chr(116) + '\x66' + chr(1104 - 1059) + chr(1129 - 1073)))(PwIcmKxFD79o(JemPxC1eYHLi, batch_size=n5kUKVSVJnbT, sampler=FhX1mYZXXcHE, **VaR6TKpZsJTH))
return NSstowUUZlxS(*EyTg6BfNXIlC, path=EaCjyhZptSer, device=v9dZPx26KxBP, collate_fn=U7_vi3Fx7yT6, no_check=scersYnK1ZCG)
|
fastai/fastai
|
fastai/text/data.py
|
TextList.label_for_lm
|
def label_for_lm(self, **kwargs):
"A special labelling method for language models."
self.__class__ = LMTextList
kwargs['label_cls'] = LMLabelList
return self.label_const(0, **kwargs)
|
python
|
def label_for_lm(self, **kwargs):
"A special labelling method for language models."
self.__class__ = LMTextList
kwargs['label_cls'] = LMLabelList
return self.label_const(0, **kwargs)
|
[
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")",
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"=",
"LMTextList",
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"]",
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"LMLabelList",
"return",
"self",
".",
"label_const",
"(",
"0",
",",
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"*",
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")"
] |
A special labelling method for language models.
|
[
"A",
"special",
"labelling",
"method",
"for",
"language",
"models",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L330-L334
|
train
|
A special labelling method for language models.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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' + '\061' + chr(51) + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(11132 - 11021) + chr(2542 - 2491) + '\063' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x31' + chr(2837 - 2783) + '\061', 0o10), ehT0Px3KOsy9(chr(1319 - 1271) + chr(111) + chr(49) + chr(0b110000) + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5221 - 5110) + chr(0b110011) + chr(0b110100) + chr(0b110111), 36818 - 36810), ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(0b100000 + 0o117) + chr(53) + '\x37', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(1675 - 1623) + chr(54), 49842 - 49834), ehT0Px3KOsy9(chr(377 - 329) + chr(0b11011 + 0o124) + '\061' + chr(0b101100 + 0o11) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(11024 - 10913) + chr(2438 - 2388) + chr(0b110101) + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\062' + '\065' + '\x31', 59568 - 59560), ehT0Px3KOsy9('\060' + chr(0b1100100 + 0o13) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(1914 - 1864) + chr(0b110000) + '\066', 31184 - 31176), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1321 - 1271) + chr(880 - 825) + '\x33', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + chr(0b11101 + 0o24) + '\062' + '\066', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(2191 - 2136) + chr(0b110001 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b10110 + 0o33) + '\x37' + chr(54), 34481 - 34473), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2440 - 2389) + chr(1479 - 1425) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(51) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(1159 - 1110) + chr(0b110010) + '\x31', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110000 + 0o2) + chr(1641 - 1587) + '\x35', 0b1000), ehT0Px3KOsy9(chr(48) + chr(6240 - 6129) + chr(50) + '\x37' + '\x30', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + '\x36' + '\x37', 46011 - 46003), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(555 - 503) + '\x37', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10110 + 0o35) + chr(595 - 545) + '\x36', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\065' + '\067', 18320 - 18312), ehT0Px3KOsy9(chr(1963 - 1915) + chr(0b1101100 + 0o3) + chr(0b1100 + 0o52) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001) + chr(49), 8847 - 8839), ehT0Px3KOsy9('\060' + '\157' + '\x33' + '\x33' + chr(0b101000 + 0o17), 36417 - 36409), ehT0Px3KOsy9(chr(2110 - 2062) + chr(0b1101111) + chr(51) + chr(51) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(53) + chr(0b11010 + 0o33), 0o10), ehT0Px3KOsy9(chr(706 - 658) + chr(0b1101111) + chr(0b110001) + '\x30' + chr(564 - 512), 47773 - 47765), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(164 - 114) + '\061' + chr(1446 - 1394), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\063' + '\x35' + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\063' + chr(163 - 114) + chr(53), 48473 - 48465), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x32' + chr(2030 - 1981), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000101 + 0o52) + '\061' + chr(50) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(11960 - 11849) + chr(0b110011) + chr(49) + chr(837 - 786), 0b1000), ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + chr(51) + '\062' + '\065', 33996 - 33988), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b111010 + 0o65) + chr(51) + chr(54) + '\x34', 0b1000), ehT0Px3KOsy9(chr(48) + chr(3344 - 3233) + '\061' + '\061' + '\x35', 18223 - 18215)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b0 + 0o157) + '\065' + chr(48), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'w'), chr(0b1100001 + 0o3) + chr(0b111001 + 0o54) + '\x63' + '\157' + chr(8394 - 8294) + chr(9788 - 9687))('\x75' + chr(0b1110100) + chr(7115 - 7013) + chr(45) + chr(0b10111 + 0o41)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def oms_ATqF9lZH(oVre8I6UXc3b, **M8EIoTs2GJXE):
oVre8I6UXc3b.Cy0pDit0ZG3R = poYcUUBB75lR
M8EIoTs2GJXE[xafqLlk3kkUe(SXOLrMavuUCe(b'5\xbd\x13%\x8bp\xc5\x01\xdf'), chr(100) + chr(8997 - 8896) + chr(9777 - 9678) + '\157' + chr(0b1100100) + '\145')('\x75' + chr(6657 - 6541) + '\x66' + '\x2d' + chr(0b101010 + 0o16))] = kza1DPiAorWE
return xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'5\xbd\x13%\x8bp\xc5\x02\xc2\xdau'), chr(0b101111 + 0o65) + chr(7896 - 7795) + '\143' + chr(111) + chr(100) + chr(101))(chr(1317 - 1200) + chr(116) + chr(102) + chr(0b101101) + chr(0b10101 + 0o43)))(ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(637 - 589), 0o10), **M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextList.from_folder
|
def from_folder(cls, path:PathOrStr='.', extensions:Collection[str]=text_extensions, vocab:Vocab=None,
processor:PreProcessor=None, **kwargs)->'TextList':
"Get the list of files in `path` that have a text suffix. `recurse` determines if we search subfolders."
processor = ifnone(processor, [OpenFileProcessor(), TokenizeProcessor(), NumericalizeProcessor(vocab=vocab)])
return super().from_folder(path=path, extensions=extensions, processor=processor, **kwargs)
|
python
|
def from_folder(cls, path:PathOrStr='.', extensions:Collection[str]=text_extensions, vocab:Vocab=None,
processor:PreProcessor=None, **kwargs)->'TextList':
"Get the list of files in `path` that have a text suffix. `recurse` determines if we search subfolders."
processor = ifnone(processor, [OpenFileProcessor(), TokenizeProcessor(), NumericalizeProcessor(vocab=vocab)])
return super().from_folder(path=path, extensions=extensions, processor=processor, **kwargs)
|
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Get the list of files in `path` that have a text suffix. `recurse` determines if we search subfolders.
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L342-L346
|
train
|
Get the list of files in path that have a text suffix. recurse determines if we search subfolders.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(343 - 295) + chr(111) + chr(49) + chr(2849 - 2794) + chr(0b110001), 12775 - 12767), ehT0Px3KOsy9(chr(1187 - 1139) + chr(0b1101111) + chr(0b111 + 0o53) + chr(53) + '\x34', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\064' + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(2091 - 1980) + '\063' + chr(49) + chr(2104 - 2052), 0o10), ehT0Px3KOsy9(chr(2161 - 2113) + chr(0b1000010 + 0o55) + chr(0b10000 + 0o42) + '\x30' + chr(1659 - 1611), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\x35' + chr(0b10111 + 0o37), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + chr(0b100011 + 0o20) + chr(48) + '\x30', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + '\061' + chr(0b110011) + chr(1858 - 1807), ord("\x08")), ehT0Px3KOsy9(chr(776 - 728) + chr(10019 - 9908) + chr(1886 - 1835) + chr(0b11111 + 0o25) + '\x30', 0o10), ehT0Px3KOsy9(chr(1738 - 1690) + '\157' + chr(51) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + chr(0b11011 + 0o124) + '\063' + chr(0b1010 + 0o50) + chr(0b110011 + 0o2), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010001 + 0o36) + chr(2012 - 1963) + chr(0b110000) + chr(1406 - 1354), 35713 - 35705), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b110000) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100000 + 0o20) + '\157' + chr(0b110011) + chr(0b110111) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(170 - 121) + '\x31' + chr(54), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(0b1101 + 0o52) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1100011 + 0o14) + '\063' + chr(0b110000) + chr(1996 - 1946), 0b1000), ehT0Px3KOsy9(chr(2104 - 2056) + chr(111) + chr(53), 51165 - 51157), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101001 + 0o10), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101010 + 0o105) + chr(0b110001) + chr(53) + chr(0b10011 + 0o41), 0b1000), ehT0Px3KOsy9(chr(1961 - 1913) + chr(111) + chr(0b1 + 0o61) + '\062', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101110 + 0o1) + chr(0b110001) + chr(52) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(51) + chr(0b11100 + 0o27), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100101 + 0o15) + chr(0b110111) + chr(48), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x32' + '\x30', 32324 - 32316), ehT0Px3KOsy9(chr(82 - 34) + chr(0b1101111) + '\x31' + '\x32' + '\066', 0b1000), ehT0Px3KOsy9(chr(272 - 224) + chr(0b1101111) + '\x33' + chr(0b10110 + 0o34) + chr(1346 - 1294), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2034 - 1984) + chr(52) + chr(568 - 516), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(111) + chr(49) + chr(2301 - 2250) + chr(53), 0b1000), ehT0Px3KOsy9(chr(2108 - 2060) + chr(111) + chr(50) + '\063' + '\x31', 0o10), ehT0Px3KOsy9(chr(1410 - 1362) + '\157' + chr(0b11100 + 0o25) + '\065' + '\x33', 0b1000), ehT0Px3KOsy9('\x30' + chr(9180 - 9069) + chr(0b1110 + 0o45) + chr(0b110011) + chr(654 - 603), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\x6f' + chr(0b110001) + chr(1787 - 1735) + chr(0b110000), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(305 - 255), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + '\x6f' + chr(0b10101 + 0o35) + chr(0b110111) + '\064', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(48) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(111) + chr(319 - 269) + '\067' + chr(0b100010 + 0o17), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100111 + 0o12) + chr(2211 - 2160) + chr(0b110010), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b101 + 0o55) + '\x32' + '\x35', 19091 - 19083), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2156 - 2105) + chr(49) + chr(0b100111 + 0o17), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2174 - 2121) + chr(545 - 497), 21710 - 21702)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'W'), '\144' + '\145' + chr(8886 - 8787) + chr(111) + chr(0b11110 + 0o106) + '\x65')(chr(9586 - 9469) + '\164' + '\146' + chr(1441 - 1396) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qC4dq2YLd9n1(NSstowUUZlxS, EaCjyhZptSer=xafqLlk3kkUe(SXOLrMavuUCe(b'W'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + chr(100) + chr(5653 - 5552))(chr(0b1000001 + 0o64) + chr(116) + chr(0b1100110) + chr(1863 - 1818) + chr(56)), vYNPjcMEjAPo=xKurH3EGWmj0, mSU6gEqYPk2T=None, Qv_npqgRBB71=None, **M8EIoTs2GJXE) -> xafqLlk3kkUe(SXOLrMavuUCe(b'-\xc9Y\xb8\xcc\x87\xb3/'), chr(4143 - 4043) + chr(0b1100101) + chr(0b1100011) + chr(0b1101111) + '\x64' + '\x65')(chr(0b1100111 + 0o16) + chr(116) + '\x66' + chr(45) + chr(56)):
Qv_npqgRBB71 = LZcHOm_c0BYj(Qv_npqgRBB71, [CGmKDrv7plPS(), DvSgt6bBNTQp(), qQNvgxYxZtfA(vocab=mSU6gEqYPk2T)])
return xafqLlk3kkUe(KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1f\xdeN\xa1\xdf\x88\xaf7\x84~\xa7'), '\x64' + chr(0b1100101) + chr(2634 - 2535) + chr(164 - 53) + chr(100) + chr(0b1100101))('\x75' + chr(0b1100101 + 0o17) + chr(102) + chr(0b11111 + 0o16) + '\070'))(path=EaCjyhZptSer, extensions=vYNPjcMEjAPo, processor=Qv_npqgRBB71, **M8EIoTs2GJXE)
|
fastai/fastai
|
fastai/text/data.py
|
TextList.show_xys
|
def show_xys(self, xs, ys, max_len:int=70)->None:
"Show the `xs` (inputs) and `ys` (targets). `max_len` is the maximum number of tokens displayed."
from IPython.display import display, HTML
names = ['idx','text'] if self._is_lm else ['text','target']
items = []
for i, (x,y) in enumerate(zip(xs,ys)):
txt_x = ' '.join(x.text.split(' ')[:max_len]) if max_len is not None else x.text
items.append([i, txt_x] if self._is_lm else [txt_x, y])
items = np.array(items)
df = pd.DataFrame({n:items[:,i] for i,n in enumerate(names)}, columns=names)
with pd.option_context('display.max_colwidth', -1):
display(HTML(df.to_html(index=False)))
|
python
|
def show_xys(self, xs, ys, max_len:int=70)->None:
"Show the `xs` (inputs) and `ys` (targets). `max_len` is the maximum number of tokens displayed."
from IPython.display import display, HTML
names = ['idx','text'] if self._is_lm else ['text','target']
items = []
for i, (x,y) in enumerate(zip(xs,ys)):
txt_x = ' '.join(x.text.split(' ')[:max_len]) if max_len is not None else x.text
items.append([i, txt_x] if self._is_lm else [txt_x, y])
items = np.array(items)
df = pd.DataFrame({n:items[:,i] for i,n in enumerate(names)}, columns=names)
with pd.option_context('display.max_colwidth', -1):
display(HTML(df.to_html(index=False)))
|
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] |
Show the `xs` (inputs) and `ys` (targets). `max_len` is the maximum number of tokens displayed.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/text/data.py#L348-L359
|
train
|
Show the xs ys ( inputs ) and max_len is the maximum number of tokens displayed.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(51) + chr(1095 - 1047), 49546 - 49538), ehT0Px3KOsy9('\060' + chr(111) + chr(375 - 324) + chr(51) + chr(0b11111 + 0o24), 63365 - 63357), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(2647 - 2536) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(1399 - 1288) + chr(2483 - 2429) + chr(0b100010 + 0o24), 30022 - 30014), ehT0Px3KOsy9('\060' + chr(0b1100101 + 0o12) + chr(0b0 + 0o62) + chr(0b101011 + 0o7) + chr(0b110000 + 0o6), 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(0b10010 + 0o40) + '\060' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b11010 + 0o125) + chr(0b110010) + chr(0b110111) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(49) + chr(0b110101), 61195 - 61187), ehT0Px3KOsy9(chr(2267 - 2219) + '\157' + chr(0b110011) + '\067' + chr(0b0 + 0o65), 22976 - 22968), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\065' + chr(1371 - 1323), 13068 - 13060), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(50) + chr(0b110000) + '\061', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\062' + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(0b1111 + 0o44) + chr(51) + chr(0b1100 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1011111 + 0o20) + chr(49) + chr(51) + chr(0b110011), 35454 - 35446), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + chr(892 - 841) + '\x36' + chr(1435 - 1382), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(565 - 454) + chr(104 - 53) + '\x37' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + chr(52) + chr(745 - 696), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + '\x35' + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(979 - 931) + '\x6f' + '\x32' + chr(0b110111) + '\x33', 8), ehT0Px3KOsy9('\060' + chr(0b11110 + 0o121) + '\062' + chr(0b110111) + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(2681 - 2626) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + '\066', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + chr(0b100001 + 0o17) + '\066', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\064' + '\x37', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1 + 0o64) + '\x31', 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b1011 + 0o47) + chr(0b101110 + 0o5) + '\067', 61467 - 61459), ehT0Px3KOsy9(chr(0b110000) + chr(8386 - 8275) + chr(0b110110) + chr(503 - 449), 8), ehT0Px3KOsy9('\x30' + chr(111) + '\x32' + chr(0b11101 + 0o25) + chr(0b110111 + 0o0), 6024 - 6016), ehT0Px3KOsy9(chr(1782 - 1734) + chr(0b111111 + 0o60) + '\061' + '\x37' + chr(53), 30259 - 30251), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10000 + 0o43) + '\x30', 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(1752 - 1702) + '\x35' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10000 + 0o43) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b101 + 0o152) + chr(53) + '\067', 0o10), ehT0Px3KOsy9(chr(422 - 374) + chr(0b1101111) + chr(51) + chr(0b10110 + 0o40) + chr(1481 - 1428), 8), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + chr(0b101011 + 0o5) + chr(50), 21500 - 21492), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110100) + '\062', 50377 - 50369), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(53) + chr(0b10100 + 0o40), 0b1000), ehT0Px3KOsy9(chr(1543 - 1495) + chr(111) + chr(0b110010 + 0o1) + chr(0b10011 + 0o41) + chr(0b101010 + 0o14), ord("\x08")), ehT0Px3KOsy9(chr(2244 - 2196) + chr(241 - 130) + chr(0b100001 + 0o21) + chr(0b1 + 0o61) + chr(0b100111 + 0o13), 18438 - 18430), ehT0Px3KOsy9(chr(0b110000) + chr(0b1100011 + 0o14) + chr(49) + chr(2152 - 2099) + '\x35', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110101) + chr(0b110000), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'6'), chr(2775 - 2675) + chr(0b1100101) + '\x63' + chr(0b1000001 + 0o56) + chr(0b1100000 + 0o4) + chr(10107 - 10006))(chr(0b1101000 + 0o15) + chr(3118 - 3002) + chr(102) + chr(729 - 684) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def iWpzpftG2vP1(oVre8I6UXc3b, f0GvdYMiCwc9, oCqQNfCOTQKb, qbKO12mgagKE=ehT0Px3KOsy9('\060' + chr(111) + '\x31' + '\x30' + chr(0b110110), 0b1000)) -> None:
(RHkuqVmnahXJ, UZdQVQhmZ4pt) = (xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x8bzB\xfe\xe8\xd5#\x99A\xf2\xed\xb1:\x8c'), '\x64' + chr(3874 - 3773) + '\143' + '\157' + '\144' + chr(0b1100101))('\165' + chr(0b1110100) + chr(102) + '\055' + chr(0b111000)), xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb2pF\xfa\xe6\xc2'), chr(100) + chr(101) + chr(99) + chr(7768 - 7657) + chr(0b1100100) + chr(2400 - 2299))(chr(3315 - 3198) + chr(4421 - 4305) + '\x66' + chr(0b101101) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb2pF\xfa\xe6\xc2'), chr(7451 - 7351) + chr(3546 - 3445) + '\143' + chr(0b1101111) + '\144' + '\x65')(chr(7556 - 7439) + chr(0b1110100) + '\x66' + chr(45) + chr(56))), xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb2pF\xfa\xe6\xc2'), chr(0b1100100) + chr(0b1100101) + chr(9300 - 9201) + '\x6f' + chr(0b110101 + 0o57) + chr(6977 - 6876))(chr(0b11000 + 0o135) + chr(8705 - 8589) + chr(7126 - 7024) + '\055' + '\070')), xafqLlk3kkUe(xafqLlk3kkUe(NPPHb59961Bv(xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x8bzB\xfe\xe8\xd5#\x99A\xf2\xed\xb1:\x8c'), chr(100) + chr(101) + chr(0b1100011) + chr(111) + chr(9589 - 9489) + chr(0b11 + 0o142))(chr(0b1110101) + '\164' + '\x66' + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'P\x8fNz'), '\144' + chr(9077 - 8976) + chr(99) + '\157' + chr(0b1100100) + '\145')(chr(0b1001011 + 0o52) + '\164' + chr(1631 - 1529) + chr(1532 - 1487) + '\070')), xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb2pF\xfa\xe6\xc2'), chr(0b1100100) + '\145' + chr(99) + '\157' + chr(100) + chr(5262 - 5161))(chr(10952 - 10835) + '\x74' + chr(3519 - 3417) + chr(0b101101) + chr(2280 - 2224))), xafqLlk3kkUe(SXOLrMavuUCe(b'P\x8fNz'), '\x64' + '\x65' + chr(0b1100011) + '\157' + chr(0b1100100) + '\145')(chr(0b1110101 + 0o0) + '\164' + '\x66' + '\x2d' + '\070')))
OcnR1hZ7pGdr = [xafqLlk3kkUe(SXOLrMavuUCe(b'q\xbf{'), chr(0b101 + 0o137) + chr(101) + chr(0b1100011) + '\x6f' + chr(100) + chr(0b111 + 0o136))('\165' + chr(0b1101000 + 0o14) + chr(102) + chr(0b101101) + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'l\xbe{B'), '\144' + chr(101) + chr(0b1100011) + chr(0b1101111) + '\144' + '\145')('\165' + chr(0b1110100) + chr(102) + chr(45) + chr(1798 - 1742))] if oVre8I6UXc3b._is_lm else [xafqLlk3kkUe(SXOLrMavuUCe(b'l\xbe{B'), chr(6912 - 6812) + chr(0b1011100 + 0o11) + '\143' + '\x6f' + chr(0b1100100) + chr(3240 - 3139))(chr(117) + chr(0b1110100) + '\146' + '\x2d' + chr(56)), xafqLlk3kkUe(SXOLrMavuUCe(b'l\xbaqQ\xf3\xf3'), chr(0b1100100) + '\x65' + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))(chr(0b11000 + 0o135) + chr(8179 - 8063) + chr(0b1001001 + 0o35) + '\055' + chr(56))]
NzveIZ3IlSH9 = []
for (WVxHKyX45z_L, (OeWW0F1dBPRQ, SqiSOtYOqOJH)) in YlkZvXL8qwsX(pZ0NK2y6HRbn(f0GvdYMiCwc9, oCqQNfCOTQKb)):
_vJnIs2adffQ = xafqLlk3kkUe(SXOLrMavuUCe(b'8'), '\144' + chr(0b1100101) + chr(0b101000 + 0o73) + chr(0b1100100 + 0o13) + '\144' + '\145')('\165' + chr(713 - 597) + chr(0b1010 + 0o134) + chr(1828 - 1783) + '\x38').join(OeWW0F1dBPRQ.text.split(xafqLlk3kkUe(SXOLrMavuUCe(b'8'), '\x64' + chr(0b1000100 + 0o41) + chr(99) + chr(111) + '\x64' + chr(0b1011010 + 0o13))(chr(0b1110101 + 0o0) + chr(0b1011 + 0o151) + '\146' + chr(45) + '\x38'))[:qbKO12mgagKE]) if qbKO12mgagKE is not None else OeWW0F1dBPRQ.text
xafqLlk3kkUe(NzveIZ3IlSH9, xafqLlk3kkUe(SXOLrMavuUCe(b'y\xabsS\xf8\xe3'), chr(6665 - 6565) + chr(101) + chr(889 - 790) + '\x6f' + '\144' + chr(0b1100101))('\165' + chr(12760 - 12644) + '\146' + '\x2d' + chr(56)))([WVxHKyX45z_L, _vJnIs2adffQ] if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'G\xb2pi\xfa\xea'), chr(100) + chr(0b1100101) + chr(1431 - 1332) + '\157' + chr(0b111 + 0o135) + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(0b101101) + '\x38')) else [_vJnIs2adffQ, SqiSOtYOqOJH])
NzveIZ3IlSH9 = WqUC3KWvYVup.array(NzveIZ3IlSH9)
aVhM9WzaWXU5 = dubtF9GfzOdC.DataFrame({m1NkCryOw9Bx: NzveIZ3IlSH9[:, WVxHKyX45z_L] for (WVxHKyX45z_L, m1NkCryOw9Bx) in YlkZvXL8qwsX(OcnR1hZ7pGdr)}, columns=OcnR1hZ7pGdr)
with xafqLlk3kkUe(dubtF9GfzOdC, xafqLlk3kkUe(SXOLrMavuUCe(b'w\xabw_\xf9\xe9\xe4n\x92F\xf5\xf8\xa5/'), chr(100) + '\145' + chr(0b1100011) + '\x6f' + chr(6458 - 6358) + '\145')('\165' + chr(0b11101 + 0o127) + chr(0b100010 + 0o104) + chr(45) + chr(56)))(xafqLlk3kkUe(SXOLrMavuUCe(b'|\xb2pF\xfa\xe6\xc2#\x90I\xf9\xc2\xbe4\x99\x8d\x88\x0c\xcf\xd6'), chr(5038 - 4938) + chr(101) + chr(2761 - 2662) + chr(0b100010 + 0o115) + '\144' + '\x65')(chr(0b11 + 0o162) + chr(0b1110100) + chr(8961 - 8859) + '\x2d' + '\x38'), -ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(0b110001), ord("\x08"))):
RHkuqVmnahXJ(UZdQVQhmZ4pt(xafqLlk3kkUe(aVhM9WzaWXU5, xafqLlk3kkUe(SXOLrMavuUCe(b'l\xb4\\^\xe2\xea\xd7'), chr(8902 - 8802) + chr(0b1100101) + chr(1081 - 982) + '\157' + chr(0b1001110 + 0o26) + chr(1266 - 1165))(chr(0b1110101) + chr(0b1110100) + chr(5907 - 5805) + '\055' + chr(56)))(index=ehT0Px3KOsy9('\x30' + chr(111) + '\x30', 0b1000))))
|
fastai/fastai
|
old/fastai/models/inceptionv4.py
|
inceptionv4
|
def inceptionv4(pretrained=True):
r"""InceptionV4 model architecture from the
`"Inception-v4, Inception-ResNet..." <https://arxiv.org/abs/1602.07261>`_ paper.
Args:
pretrained (bool): If True, returns a model pre-trained on ImageNet
"""
model = InceptionV4()
if pretrained:
model.load_state_dict(model_zoo.load_url(model_urls['imagenet']))
return model
|
python
|
def inceptionv4(pretrained=True):
r"""InceptionV4 model architecture from the
`"Inception-v4, Inception-ResNet..." <https://arxiv.org/abs/1602.07261>`_ paper.
Args:
pretrained (bool): If True, returns a model pre-trained on ImageNet
"""
model = InceptionV4()
if pretrained:
model.load_state_dict(model_zoo.load_url(model_urls['imagenet']))
return model
|
[
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":",
"model",
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"load_state_dict",
"(",
"model_zoo",
".",
"load_url",
"(",
"model_urls",
"[",
"'imagenet'",
"]",
")",
")",
"return",
"model"
] |
r"""InceptionV4 model architecture from the
`"Inception-v4, Inception-ResNet..." <https://arxiv.org/abs/1602.07261>`_ paper.
Args:
pretrained (bool): If True, returns a model pre-trained on ImageNet
|
[
"r",
"InceptionV4",
"model",
"architecture",
"from",
"the",
"Inception",
"-",
"v4",
"Inception",
"-",
"ResNet",
"...",
"<https",
":",
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"arxiv",
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"org",
"/",
"abs",
"/",
"1602",
".",
"07261",
">",
"_",
"paper",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/models/inceptionv4.py#L263-L273
|
train
|
r A function to create an InceptionV4 model architecture from the
Inception - v4 Inception - ResNet... <https://arxiv. org / abs / 1602. 07261 > _ paper.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(720 - 670) + chr(0b110011) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b110101 + 0o72) + '\x31' + chr(0b110101) + chr(0b100000 + 0o26), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b0 + 0o63) + chr(49), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000111 + 0o50) + chr(0b110001) + chr(2406 - 2351) + chr(2347 - 2297), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\063' + chr(0b110000 + 0o1), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10101 + 0o36) + chr(0b110011) + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110111) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + '\x6f' + '\061' + '\061' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(4985 - 4874) + chr(1085 - 1035) + chr(0b110110) + '\062', 2670 - 2662), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(973 - 923) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(0b1101111) + chr(0b10101 + 0o34) + chr(0b11011 + 0o25) + '\065', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110110) + chr(0b110110), 49538 - 49530), ehT0Px3KOsy9(chr(48) + chr(9685 - 9574) + '\x31' + chr(0b110101) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(5761 - 5650) + chr(0b10011 + 0o37) + chr(0b101100 + 0o6) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(1590 - 1542) + chr(0b1101111) + chr(1837 - 1787) + '\060' + chr(0b11110 + 0o31), 45326 - 45318), ehT0Px3KOsy9(chr(1444 - 1396) + chr(111) + chr(0b110010) + chr(940 - 890) + chr(0b110101), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111000 + 0o67) + chr(51) + '\x32' + '\065', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b101100 + 0o5) + '\065' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(51) + '\x35' + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(0b110100) + '\x33', 7465 - 7457), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(0b110101) + chr(50), 29559 - 29551), ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(111) + chr(0b100110 + 0o20) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(193 - 145) + '\x6f' + chr(50) + chr(1702 - 1648) + chr(0b110111), 34900 - 34892), ehT0Px3KOsy9('\x30' + chr(111) + '\061' + chr(0b110100) + chr(108 - 59), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b101000 + 0o107) + chr(1176 - 1125) + chr(0b11111 + 0o21) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(2145 - 2090) + chr(48), 20114 - 20106), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\x6f' + chr(486 - 437) + chr(53) + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(49) + chr(1820 - 1766) + '\062', 0b1000), ehT0Px3KOsy9(chr(1963 - 1915) + chr(1512 - 1401) + chr(0b10110 + 0o35) + chr(0b110011) + '\x30', 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x33' + chr(253 - 202) + chr(0b110001), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110110 + 0o0) + chr(0b1 + 0o66), 8), ehT0Px3KOsy9(chr(515 - 467) + '\x6f' + '\x32' + chr(49) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + chr(1703 - 1655) + chr(0b11111 + 0o25), 14755 - 14747), ehT0Px3KOsy9(chr(969 - 921) + chr(111) + chr(2143 - 2093) + chr(943 - 892) + chr(0b1011 + 0o50), 8), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + '\x31' + chr(0b1000 + 0o50) + '\x36', 5936 - 5928), ehT0Px3KOsy9(chr(2153 - 2105) + chr(6826 - 6715) + chr(51) + chr(0b110100) + chr(2650 - 2598), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + '\x30' + chr(126 - 74), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + chr(0b110011) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(55) + '\064', 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(429 - 376) + chr(0b110000 + 0o0), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb5'), chr(0b101101 + 0o67) + chr(5997 - 5896) + chr(5366 - 5267) + '\x6f' + chr(3013 - 2913) + '\x65')('\165' + '\x74' + chr(1472 - 1370) + chr(0b110 + 0o47) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qxdgMY20m5Oc(_zRXz3YBqHFs=ehT0Px3KOsy9(chr(177 - 129) + chr(111) + '\061', 0b1000)):
FK0vqzZ5gPN6 = CwuloPfq6iIC()
if _zRXz3YBqHFs:
xafqLlk3kkUe(FK0vqzZ5gPN6, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x01x\x1eF\xabI,\xc6w\x1a\x92\x06\xf5\xf3'), chr(0b1100100) + chr(0b111000 + 0o55) + chr(0b1100 + 0o127) + chr(111) + chr(0b1100001 + 0o3) + '\145')(chr(0b1110101) + chr(0b11110 + 0o126) + chr(102) + chr(0b11011 + 0o22) + chr(270 - 214)))(xafqLlk3kkUe(xmwXrd1Hj9Zp, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf7\x01x\x1eF\xadO!'), '\144' + chr(101) + chr(99) + '\x6f' + '\144' + chr(0b1100101))(chr(0b1110101) + chr(0b1110100) + chr(0b1100100 + 0o2) + '\x2d' + chr(1901 - 1845)))(UdlJLZiOh8pN[xafqLlk3kkUe(SXOLrMavuUCe(b'\xf2\x03x\x1d|\xb6X9'), chr(4941 - 4841) + chr(0b1010011 + 0o22) + '\143' + chr(0b1101111) + '\x64' + chr(0b1100101))('\x75' + chr(116) + chr(0b1100110) + '\055' + '\070')]))
return FK0vqzZ5gPN6
|
fastai/fastai
|
old/fastai/conv_learner.py
|
ConvLearner.predict_array
|
def predict_array(self, arr):
"""
This over-ride is necessary because otherwise the learner method accesses the wrong model when it is called
with precompute set to true
Args:
arr: a numpy array to be used as input to the model for prediction purposes
Returns:
a numpy array containing the predictions from the model
"""
precompute = self.precompute
self.precompute = False
pred = super().predict_array(arr)
self.precompute = precompute
return pred
|
python
|
def predict_array(self, arr):
"""
This over-ride is necessary because otherwise the learner method accesses the wrong model when it is called
with precompute set to true
Args:
arr: a numpy array to be used as input to the model for prediction purposes
Returns:
a numpy array containing the predictions from the model
"""
precompute = self.precompute
self.precompute = False
pred = super().predict_array(arr)
self.precompute = precompute
return pred
|
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".",
"predict_array",
"(",
"arr",
")",
"self",
".",
"precompute",
"=",
"precompute",
"return",
"pred"
] |
This over-ride is necessary because otherwise the learner method accesses the wrong model when it is called
with precompute set to true
Args:
arr: a numpy array to be used as input to the model for prediction purposes
Returns:
a numpy array containing the predictions from the model
|
[
"This",
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/conv_learner.py#L211-L225
|
train
|
This method is used to predict the values from the neural network for the specified object.
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1010101 + 0o32) + '\062' + '\063' + '\x34', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b11101 + 0o24) + chr(0b110010) + chr(262 - 212), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(755 - 703) + chr(0b101000 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + '\061', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(5566 - 5455) + chr(0b101001 + 0o10) + chr(0b10 + 0o56) + chr(0b100001 + 0o24), 23215 - 23207), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1000 + 0o54) + chr(0b101000 + 0o16), 0o10), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\x6f' + chr(55) + chr(0b110100), 42143 - 42135), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b110010 + 0o75) + '\x33' + '\062' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b1010 + 0o46) + chr(0b11100 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b1101111) + chr(579 - 525) + chr(0b10 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + '\x32' + chr(51) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(3440 - 3329) + '\062' + chr(0b110010) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(489 - 441) + '\157' + chr(0b110011) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\062' + chr(1365 - 1314) + chr(0b11100 + 0o25), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(53) + chr(0b11001 + 0o27), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(879 - 831) + '\157' + '\063' + chr(1197 - 1146) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(7633 - 7522) + chr(51) + chr(0b10111 + 0o37), 8), ehT0Px3KOsy9(chr(0b111 + 0o51) + '\157' + '\x33' + chr(50) + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10100 + 0o42) + chr(950 - 899), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100000 + 0o21) + chr(0b10011 + 0o43) + chr(0b100101 + 0o13), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + '\x36' + chr(52), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(55) + '\062', 43381 - 43373), ehT0Px3KOsy9(chr(1537 - 1489) + chr(1050 - 939) + chr(50) + chr(0b11 + 0o61) + '\x30', 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(0b1011110 + 0o21) + '\x33' + '\x32' + '\x33', 20190 - 20182), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(2764 - 2711) + chr(0b10101 + 0o33), 0b1000), ehT0Px3KOsy9(chr(330 - 282) + chr(6685 - 6574) + chr(1830 - 1781) + chr(0b110 + 0o57) + chr(85 - 36), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b111100 + 0o63) + chr(1000 - 950) + chr(1356 - 1303) + chr(0b11 + 0o56), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(49) + '\x37', 5928 - 5920), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(2194 - 2143) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110011) + chr(170 - 115) + chr(49), 0o10), ehT0Px3KOsy9(chr(317 - 269) + '\157' + chr(2321 - 2270) + chr(1055 - 1000) + chr(0b101110 + 0o5), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110100) + chr(0b1111 + 0o41), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(48) + chr(10928 - 10817) + '\x31' + '\064' + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(49) + chr(0b1100 + 0o52) + chr(0b1110 + 0o42), 8), ehT0Px3KOsy9('\x30' + chr(5143 - 5032) + '\066' + chr(2097 - 2045), 8), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(111) + chr(836 - 787) + chr(0b110110) + chr(522 - 474), 8), ehT0Px3KOsy9('\x30' + chr(0b1001010 + 0o45) + chr(759 - 710) + chr(0b101010 + 0o6) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(11163 - 11052) + chr(0b1001 + 0o51) + '\064' + chr(52), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + chr(5780 - 5669) + chr(53) + '\060', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb2'), chr(0b1100100) + '\145' + '\143' + '\157' + chr(8806 - 8706) + '\145')('\165' + '\164' + '\146' + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def YgaHVOeg8jH7(oVre8I6UXc3b, ZxkNvNvuRNy5):
pjwM1ZMS4Oxb = oVre8I6UXc3b.precompute
oVre8I6UXc3b.pjwM1ZMS4Oxb = ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(938 - 890), 38358 - 38350)
eyamnrN0elUS = KNx0Ujaz9UM0(oVre8I6UXc3b.__class__, oVre8I6UXc3b).predict_array(ZxkNvNvuRNy5)
oVre8I6UXc3b.pjwM1ZMS4Oxb = pjwM1ZMS4Oxb
return eyamnrN0elUS
|
fastai/fastai
|
examples/train_cifar.py
|
main
|
def main( gpu:Param("GPU to run on", str)=None ):
"""Distrubuted training of CIFAR-10.
Fastest speed is if you run as follows:
python -m fastai.launch train_cifar.py"""
gpu = setup_distrib(gpu)
n_gpus = num_distrib()
path = url2path(URLs.CIFAR)
ds_tfms = ([*rand_pad(4, 32), flip_lr(p=0.5)], [])
workers = min(16, num_cpus()//n_gpus)
data = ImageDataBunch.from_folder(path, valid='test', ds_tfms=ds_tfms, bs=512//n_gpus,
num_workers=workers).normalize(cifar_stats)
learn = Learner(data, wrn_22(), metrics=accuracy)
if gpu is None: learn.model = nn.DataParallel(learn.model)
else: learn.to_distributed(gpu)
learn.to_fp16()
learn.fit_one_cycle(35, 3e-3, wd=0.4)
|
python
|
def main( gpu:Param("GPU to run on", str)=None ):
"""Distrubuted training of CIFAR-10.
Fastest speed is if you run as follows:
python -m fastai.launch train_cifar.py"""
gpu = setup_distrib(gpu)
n_gpus = num_distrib()
path = url2path(URLs.CIFAR)
ds_tfms = ([*rand_pad(4, 32), flip_lr(p=0.5)], [])
workers = min(16, num_cpus()//n_gpus)
data = ImageDataBunch.from_folder(path, valid='test', ds_tfms=ds_tfms, bs=512//n_gpus,
num_workers=workers).normalize(cifar_stats)
learn = Learner(data, wrn_22(), metrics=accuracy)
if gpu is None: learn.model = nn.DataParallel(learn.model)
else: learn.to_distributed(gpu)
learn.to_fp16()
learn.fit_one_cycle(35, 3e-3, wd=0.4)
|
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] |
Distrubuted training of CIFAR-10.
Fastest speed is if you run as follows:
python -m fastai.launch train_cifar.py
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/examples/train_cifar.py#L8-L23
|
train
|
Distrubuted training of CIFAR - 10.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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) + chr(111) + chr(0b110 + 0o56) + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(11871 - 11760) + '\063' + chr(54) + '\062', 62269 - 62261), ehT0Px3KOsy9(chr(1389 - 1341) + chr(0b101000 + 0o107) + chr(0b101110 + 0o6) + chr(55), 0o10), ehT0Px3KOsy9(chr(48) + chr(2991 - 2880) + '\x32' + chr(1218 - 1169) + chr(0b10001 + 0o42), 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(2324 - 2273) + chr(1203 - 1148), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(0b110100) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\066' + '\061', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\061' + chr(0b110010) + chr(0b110010), 25711 - 25703), ehT0Px3KOsy9(chr(48) + chr(111) + '\061' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101101 + 0o2) + chr(776 - 726) + '\063' + chr(0b110011), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(870 - 821) + chr(0b110101) + chr(331 - 281), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b1 + 0o57) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1384 - 1334) + '\x30' + chr(0b110001), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(0b1101111) + '\061' + chr(0b110001) + '\060', 20338 - 20330), ehT0Px3KOsy9('\060' + chr(11103 - 10992) + '\062' + chr(0b100000 + 0o27) + chr(0b110100), 0b1000), ehT0Px3KOsy9('\060' + chr(10089 - 9978) + '\x32' + chr(0b0 + 0o64) + '\x37', 0o10), ehT0Px3KOsy9(chr(1205 - 1157) + '\157' + chr(1872 - 1821) + '\062' + chr(49), 58459 - 58451), ehT0Px3KOsy9(chr(0b110000) + chr(7883 - 7772) + chr(0b101101 + 0o4) + chr(2025 - 1972) + '\060', 64655 - 64647), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110011 + 0o2) + '\063', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x37' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(6264 - 6153) + chr(53) + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(366 - 318) + chr(10868 - 10757) + chr(0b110010) + chr(0b110101) + chr(0b1000 + 0o52), 0o10), ehT0Px3KOsy9('\x30' + chr(4386 - 4275) + '\x33' + '\x31' + chr(607 - 552), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1105 - 994) + '\063' + chr(0b110011) + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100001 + 0o21) + '\x37' + '\x30', 0b1000), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(0b110001) + chr(0b10110 + 0o37) + chr(0b1001 + 0o54), 0o10), ehT0Px3KOsy9(chr(1105 - 1057) + chr(0b1101111) + chr(0b110000 + 0o1) + chr(0b1111 + 0o47) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + '\x6f' + chr(0b110010) + chr(55) + chr(48), 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(51) + chr(0b110000) + '\x31', 16014 - 16006), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101010 + 0o10) + '\x35' + '\x30', 4323 - 4315), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\060' + chr(0b10010 + 0o45), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + chr(68 - 17) + '\x31', 0b1000), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(5532 - 5421) + '\061' + '\061' + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + '\x32' + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b101000 + 0o13) + chr(0b110100) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001110 + 0o41) + chr(50) + '\067' + chr(1715 - 1664), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b101101 + 0o6) + chr(0b11101 + 0o25) + chr(0b110001), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x33' + '\x30' + '\062', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b11010 + 0o125) + '\062' + chr(53) + chr(1541 - 1489), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(111) + chr(0b11001 + 0o34) + chr(0b110000), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x0b'), chr(0b11111 + 0o105) + chr(1148 - 1047) + chr(99) + chr(0b100 + 0o153) + chr(5593 - 5493) + chr(5364 - 5263))(chr(117) + '\164' + chr(0b10010 + 0o124) + '\055' + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def PGNrezus7XpS(q042LNsZ6EiE=None):
q042LNsZ6EiE = NK00YweqSY2V(q042LNsZ6EiE)
uubrn9XXcixi = jft1JQriSSYP()
EaCjyhZptSer = m2gCEXZu8KCB(uob_2kPGBkGL.CIFAR)
BEVl3sgtx7_y = ([*BLkJnjBDdC6c(ehT0Px3KOsy9('\060' + chr(2987 - 2876) + chr(52), 0o10), ehT0Px3KOsy9(chr(1320 - 1272) + chr(111) + '\x34' + chr(0b110000), 54712 - 54704)), msrdSXwDv7bL(p=0.5)], [])
Th92RMmof5rr = Dx22bkKPdt5d(ehT0Px3KOsy9(chr(1409 - 1361) + '\157' + chr(0b110010) + chr(516 - 468), ord("\x08")), Mrs8455cKlOd() // uubrn9XXcixi)
ULnjp6D6efFH = BjjPhhFPbLov.from_folder(EaCjyhZptSer, valid=xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x97T\xff'), chr(7156 - 7056) + chr(0b10010 + 0o123) + chr(7326 - 7227) + '\157' + chr(7693 - 7593) + chr(0b1100101))('\x75' + chr(0b1110100) + '\146' + chr(1081 - 1036) + chr(56)), ds_tfms=BEVl3sgtx7_y, bs=ehT0Px3KOsy9('\x30' + chr(0b0 + 0o157) + '\x31' + chr(0b110000) + '\x30' + '\x30', 0b1000) // uubrn9XXcixi, num_workers=Th92RMmof5rr).IOBK62gJSlOh(xodL75SL50QG)
C6wSU7u_KSZF = jpqoM0mG1T9j(ULnjp6D6efFH, rqwsfnisy43D(), metrics=Nb7fObKn_ZBQ)
if q042LNsZ6EiE is None:
C6wSU7u_KSZF.FK0vqzZ5gPN6 = YGzaUG18aF1F.DataParallel(C6wSU7u_KSZF.FK0vqzZ5gPN6)
else:
xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x9dx\xef\xb6\x92E f\xf9\x1f5\xe4,'), '\x64' + '\145' + chr(0b100111 + 0o74) + '\x6f' + '\144' + chr(0b100100 + 0o101))(chr(11161 - 11044) + chr(0b1110100) + chr(0b11011 + 0o113) + chr(0b101101) + '\070'))(q042LNsZ6EiE)
xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'Q\x9dx\xed\xaf\xd0\x07'), chr(100) + chr(101) + chr(99) + chr(0b1101111) + chr(3249 - 3149) + '\x65')(chr(117) + chr(116) + '\x66' + '\055' + '\x38'))()
xafqLlk3kkUe(C6wSU7u_KSZF, xafqLlk3kkUe(SXOLrMavuUCe(b'C\x9bS\xd4\xb0\x8fT\rl\xe2\t-\xe4'), chr(0b1100100) + '\145' + chr(0b1111 + 0o124) + chr(111) + chr(100) + chr(0b1100101))(chr(8265 - 8148) + chr(3605 - 3489) + chr(0b1100110) + '\x2d' + '\070'))(ehT0Px3KOsy9(chr(0b11011 + 0o25) + chr(111) + chr(0b110100) + chr(51), 0b1000), 0.003, wd=0.4)
|
fastai/fastai
|
setup.py
|
DepsCommand.initialize_options
|
def initialize_options(self):
"""Set default values for options."""
self.dep_groups = ''
self.dep_quote = False
self.dep_conda = False
|
python
|
def initialize_options(self):
"""Set default values for options."""
self.dep_groups = ''
self.dep_quote = False
self.dep_conda = False
|
[
"def",
"initialize_options",
"(",
"self",
")",
":",
"self",
".",
"dep_groups",
"=",
"''",
"self",
".",
"dep_quote",
"=",
"False",
"self",
".",
"dep_conda",
"=",
"False"
] |
Set default values for options.
|
[
"Set",
"default",
"values",
"for",
"options",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/setup.py#L32-L36
|
train
|
Set default values for options.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b110001) + chr(3002 - 2947) + chr(0b1111 + 0o43), 4705 - 4697), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100011 + 0o16) + chr(0b101000 + 0o12), 41493 - 41485), ehT0Px3KOsy9(chr(0b110000) + chr(2685 - 2574) + chr(0b110001 + 0o1) + '\067' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(2024 - 1976) + '\157' + chr(51) + chr(0b110011) + chr(51), 1960 - 1952), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100011 + 0o17) + '\x31' + chr(49), 0b1000), ehT0Px3KOsy9('\x30' + chr(5142 - 5031) + '\063' + chr(52) + chr(0b11101 + 0o27), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b1010001 + 0o36) + '\x36', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(1339 - 1286) + chr(0b110000 + 0o5), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b10111 + 0o33) + '\066' + chr(48), 17960 - 17952), ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + '\063' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(886 - 838) + '\x6f' + chr(989 - 940) + '\060' + chr(48), 34625 - 34617), ehT0Px3KOsy9('\060' + chr(111) + chr(51) + '\x33' + '\060', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(7134 - 7023) + chr(599 - 550) + '\066' + chr(2801 - 2746), 56548 - 56540), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(48) + chr(0b1010 + 0o51), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(49) + chr(0b110101) + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110010 + 0o75) + chr(49) + chr(49) + chr(270 - 220), 0b1000), ehT0Px3KOsy9(chr(1403 - 1355) + '\157' + chr(0b110001) + '\065' + '\061', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + chr(0b0 + 0o60) + '\062', 0o10), ehT0Px3KOsy9(chr(0b101100 + 0o4) + chr(0b100001 + 0o116) + chr(0b101000 + 0o12) + chr(53) + chr(0b110101), 45434 - 45426), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1140 - 1089) + '\060' + chr(0b10101 + 0o33), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x31' + chr(0b10100 + 0o37) + chr(0b10110 + 0o37), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(158 - 109) + chr(0b110001 + 0o4), 31332 - 31324), ehT0Px3KOsy9(chr(1287 - 1239) + chr(0b1101100 + 0o3) + '\x31' + '\x32' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(314 - 266) + '\x6f' + chr(0b110010) + chr(49) + chr(0b110110), 29076 - 29068), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(0b1101111) + '\x33' + chr(54) + chr(0b110010 + 0o3), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1512 - 1463) + chr(0b11001 + 0o27) + '\060', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + chr(899 - 844), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + '\061' + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\x33' + chr(51), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(53) + '\067', 8), ehT0Px3KOsy9('\060' + chr(0b110101 + 0o72) + chr(49) + chr(2066 - 2016), 8), ehT0Px3KOsy9('\060' + chr(12181 - 12070) + '\063' + chr(0b110111 + 0o0) + '\066', 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(0b110001 + 0o0) + chr(48) + '\x37', 51089 - 51081), ehT0Px3KOsy9('\060' + chr(0b101111 + 0o100) + chr(636 - 585) + '\x35' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x31' + chr(0b110001 + 0o4) + chr(2438 - 2388), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x31' + '\066', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + '\066' + chr(48), 0b1000), ehT0Px3KOsy9('\x30' + chr(190 - 79) + chr(49) + chr(621 - 568) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(3240 - 3129) + '\x31' + '\063' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + chr(11058 - 10947) + chr(0b110011) + chr(307 - 257) + chr(0b110111), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(2548 - 2495) + chr(0b100000 + 0o20), 8091 - 8083)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'T'), chr(7203 - 7103) + chr(0b1011001 + 0o14) + '\x63' + chr(0b100110 + 0o111) + '\144' + chr(6890 - 6789))('\165' + '\x74' + chr(0b1100110) + chr(452 - 407) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def kUBN4U8eKauC(oVre8I6UXc3b):
oVre8I6UXc3b.BFWE64AL5iY9 = xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + '\x65' + chr(99) + '\x6f' + '\144' + chr(0b100001 + 0o104))('\x75' + chr(0b1110100) + '\146' + chr(920 - 875) + '\x38')
oVre8I6UXc3b.ckWUpOzvhIbl = ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000), 55535 - 55527)
oVre8I6UXc3b.BI4AAB8UvmjC = ehT0Px3KOsy9(chr(0b110000) + chr(0b1101010 + 0o5) + chr(0b111 + 0o51), 8)
|
fastai/fastai
|
setup.py
|
DepsCommand.run
|
def run(self):
"""Run command."""
wanted_groups = self.parse()
deps = []
invalid_groups = []
for grp in wanted_groups:
if grp in dep_groups: deps.extend(dep_groups[grp])
else: invalid_groups.append(grp)
if invalid_groups or not wanted_groups:
print("Available dependency groups:", ", ".join(sorted(dep_groups.keys())))
if invalid_groups:
print(f"Error: Invalid group name(s): {', '.join(invalid_groups)}")
exit(1)
else:
# prepare for shell word splitting (no whitespace in items)
deps = [re.sub(" ", "", x, 0) for x in sorted(set(deps))]
if self.dep_conda:
for i in range(len(deps)):
# strip pip-specific syntax
deps[i] = re.sub(r';.*', '', deps[i])
# rename mismatching package names
deps[i] = re.sub(r'^torch>', 'pytorch>', deps[i])
if self.dep_quote:
# for manual copy-n-paste (assuming no " in vars)
print(" ".join(map(lambda x: f'"{x}"', deps)))
else:
# if fed directly to `pip install` via backticks/$() don't quote
print(" ".join(deps))
|
python
|
def run(self):
"""Run command."""
wanted_groups = self.parse()
deps = []
invalid_groups = []
for grp in wanted_groups:
if grp in dep_groups: deps.extend(dep_groups[grp])
else: invalid_groups.append(grp)
if invalid_groups or not wanted_groups:
print("Available dependency groups:", ", ".join(sorted(dep_groups.keys())))
if invalid_groups:
print(f"Error: Invalid group name(s): {', '.join(invalid_groups)}")
exit(1)
else:
# prepare for shell word splitting (no whitespace in items)
deps = [re.sub(" ", "", x, 0) for x in sorted(set(deps))]
if self.dep_conda:
for i in range(len(deps)):
# strip pip-specific syntax
deps[i] = re.sub(r';.*', '', deps[i])
# rename mismatching package names
deps[i] = re.sub(r'^torch>', 'pytorch>', deps[i])
if self.dep_quote:
# for manual copy-n-paste (assuming no " in vars)
print(" ".join(map(lambda x: f'"{x}"', deps)))
else:
# if fed directly to `pip install` via backticks/$() don't quote
print(" ".join(deps))
|
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"(",
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")",
")"
] |
Run command.
|
[
"Run",
"command",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/setup.py#L46-L75
|
train
|
Run command.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(1198 - 1149) + chr(0b100111 + 0o17) + '\x36', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\x6f' + '\061' + '\x30' + chr(1502 - 1452), 59213 - 59205), ehT0Px3KOsy9(chr(48) + chr(111) + '\065' + '\061', 28440 - 28432), ehT0Px3KOsy9(chr(2271 - 2223) + chr(3259 - 3148) + chr(0b110011) + '\x37' + '\063', 0o10), ehT0Px3KOsy9('\x30' + chr(2438 - 2327) + chr(0b111 + 0o52) + chr(52) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1101111) + '\063' + chr(2455 - 2401) + '\060', 0b1000), ehT0Px3KOsy9('\x30' + chr(1282 - 1171) + '\x33' + '\063' + chr(172 - 123), 0o10), ehT0Px3KOsy9(chr(0b1110 + 0o42) + chr(0b1101111) + '\062' + '\066' + chr(55), ord("\x08")), ehT0Px3KOsy9('\060' + chr(8039 - 7928) + chr(0b110010) + '\064' + chr(2208 - 2156), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(53) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(1480 - 1369) + chr(1447 - 1394), 36021 - 36013), ehT0Px3KOsy9('\x30' + '\157' + '\x34' + chr(0b1001 + 0o55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(50) + chr(1233 - 1183) + chr(195 - 141), 25039 - 25031), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\067' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x32' + chr(48) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b101001 + 0o7) + chr(7789 - 7678) + chr(0b11111 + 0o22) + chr(0b110010) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(10545 - 10434) + '\x33' + chr(0b110001) + chr(54), 4586 - 4578), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1883 - 1834) + '\x35' + '\060', 45220 - 45212), ehT0Px3KOsy9(chr(520 - 472) + '\x6f' + '\x33' + '\066' + chr(52), 0b1000), ehT0Px3KOsy9('\x30' + chr(3236 - 3125) + chr(1458 - 1406) + chr(0b11110 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(0b101 + 0o53) + chr(6479 - 6368) + chr(50) + chr(1389 - 1341) + '\x32', 0o10), ehT0Px3KOsy9(chr(592 - 544) + chr(111) + '\x34', 54470 - 54462), ehT0Px3KOsy9('\x30' + chr(0b1111 + 0o140) + chr(0b110011) + chr(52) + '\066', 22057 - 22049), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b100101 + 0o20) + '\061', 8), ehT0Px3KOsy9(chr(48) + '\157' + chr(49) + '\x34' + chr(2317 - 2262), 0o10), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + '\064' + chr(0b110110), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(0b100001 + 0o22) + chr(0b110000), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(0b110010) + chr(49), 0b1000), ehT0Px3KOsy9(chr(721 - 673) + chr(0b1100 + 0o143) + '\x33' + '\x33' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(4710 - 4599) + chr(0b110011) + chr(1228 - 1174) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1252 - 1203) + '\060' + chr(0b110011 + 0o1), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + '\063' + '\x36' + chr(429 - 377), 8), ehT0Px3KOsy9(chr(294 - 246) + chr(0b1001001 + 0o46) + chr(987 - 936) + chr(0b101011 + 0o6) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + '\x6f' + '\061' + chr(0b1111 + 0o47) + '\x34', 39569 - 39561), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b101100 + 0o103) + chr(0b110 + 0o53) + '\x36' + chr(0b110110), 8), ehT0Px3KOsy9(chr(854 - 806) + chr(0b1101111) + '\061' + chr(0b100011 + 0o23) + chr(483 - 432), 0o10), ehT0Px3KOsy9('\x30' + chr(4799 - 4688) + chr(0b100111 + 0o14) + chr(2202 - 2147) + chr(53), 0o10), ehT0Px3KOsy9('\x30' + chr(8518 - 8407) + '\063' + chr(53) + chr(50), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(53) + '\067', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\063' + chr(0b110000), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b1101 + 0o50) + chr(48), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'X'), chr(0b1100100) + chr(2006 - 1905) + '\143' + chr(111) + '\x64' + chr(3961 - 3860))('\165' + chr(6425 - 6309) + chr(0b10101 + 0o121) + '\055' + chr(2284 - 2228)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def sgt5BU61bwZ2(oVre8I6UXc3b):
PgF3Nj7QBDbM = oVre8I6UXc3b.parse()
tiOm_0evs6u1 = []
pRXeAkLZDwYl = []
for RKkiCwUbOLwc in PgF3Nj7QBDbM:
if RKkiCwUbOLwc in BFWE64AL5iY9:
xafqLlk3kkUe(tiOm_0evs6u1, xafqLlk3kkUe(SXOLrMavuUCe(b'\x13:]\x9e\x08\x94'), '\144' + '\x65' + chr(0b1011111 + 0o4) + '\157' + chr(0b1100100) + chr(0b1100001 + 0o4))(chr(0b10110 + 0o137) + chr(0b1110100) + chr(0b1100110) + chr(45) + chr(0b111000)))(BFWE64AL5iY9[RKkiCwUbOLwc])
else:
xafqLlk3kkUe(pRXeAkLZDwYl, xafqLlk3kkUe(SXOLrMavuUCe(b'\x172Y\x9e\x08\x94'), '\144' + chr(0b1010001 + 0o24) + '\143' + '\x6f' + '\x64' + chr(0b1011000 + 0o15))('\165' + chr(0b1110100) + chr(0b11010 + 0o114) + chr(0b100111 + 0o6) + chr(0b111000)))(RKkiCwUbOLwc)
if pRXeAkLZDwYl or not PgF3Nj7QBDbM:
zLUzGokYBM2Z(xafqLlk3kkUe(SXOLrMavuUCe(b'74H\x92\n\x91\xbb\xdb\xc1JaC\xe6_\xea1\xab\x06\x97\\\xa2c\x94F\x12\xd6+\xab'), '\144' + '\x65' + chr(0b1010100 + 0o17) + chr(0b1101111) + '\144' + chr(0b1100101))(chr(0b1110101) + '\164' + chr(0b111001 + 0o55) + chr(0b101101) + '\x38'), xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'Zb'), chr(4534 - 4434) + chr(849 - 748) + '\x63' + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\x74' + chr(0b1100110) + chr(45) + chr(2151 - 2095)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c-@\x95'), '\144' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(0b1100100) + '\x65')('\x75' + '\164' + '\146' + '\x2d' + chr(0b11011 + 0o35)))(vUlqIvNSaRMa(xafqLlk3kkUe(BFWE64AL5iY9, xafqLlk3kkUe(SXOLrMavuUCe(b"\x1d'P\x88"), chr(2453 - 2353) + chr(0b1100101) + chr(0b1100011) + chr(111) + chr(0b1100011 + 0o1) + chr(610 - 509))(chr(117) + '\x74' + chr(102) + chr(0b101101) + '\x38'))())))
if pRXeAkLZDwYl:
zLUzGokYBM2Z(f"Error: Invalid group name(s): {xafqLlk3kkUe(chr(1873 - 1829) + chr(0b11110 + 0o2), chr(11226 - 11120) + chr(0b10001 + 0o136) + chr(0b1101001) + chr(0b1101110))(pRXeAkLZDwYl)}")
CMUdZtaORwo4(ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + '\x31', ord("\x08")))
else:
tiOm_0evs6u1 = [_7u55U49WwX2.sub(xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(100) + chr(0b1011101 + 0o10) + chr(4768 - 4669) + '\157' + chr(100) + chr(0b1100000 + 0o5))(chr(0b1110101) + chr(0b1110100) + chr(9289 - 9187) + chr(0b100011 + 0o12) + '\x38'), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(100) + chr(101) + chr(0b1001111 + 0o24) + chr(9135 - 9024) + '\x64' + '\145')(chr(10468 - 10351) + '\x74' + '\x66' + '\x2d' + chr(0b111000 + 0o0)), OeWW0F1dBPRQ, ehT0Px3KOsy9(chr(48) + chr(111) + chr(1825 - 1777), 2535 - 2527)) for OeWW0F1dBPRQ in vUlqIvNSaRMa(MVEN8G6CxlvR(tiOm_0evs6u1))]
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b"4\x0b\x1d\xba'\xb2\xe1\xe2\xd2\x07oe"), '\x64' + '\x65' + chr(0b1000111 + 0o34) + chr(0b10000 + 0o137) + chr(2162 - 2062) + '\145')(chr(7206 - 7089) + chr(0b1110100) + '\146' + chr(0b1110 + 0o37) + chr(0b111000))):
for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(tiOm_0evs6u1)):
tiOm_0evs6u1[WVxHKyX45z_L] = _7u55U49WwX2.sub(xafqLlk3kkUe(SXOLrMavuUCe(b'Ml\x03'), chr(5393 - 5293) + chr(0b10 + 0o143) + chr(5045 - 4946) + chr(111) + '\144' + chr(0b1100101))(chr(3769 - 3652) + chr(7961 - 7845) + chr(5550 - 5448) + '\x2d' + chr(1540 - 1484)), xafqLlk3kkUe(SXOLrMavuUCe(b''), chr(0b100100 + 0o100) + chr(0b1000100 + 0o41) + chr(0b1100011) + chr(111) + chr(0b100011 + 0o101) + '\x65')(chr(117) + '\x74' + '\x66' + '\055' + chr(0b110110 + 0o2)), tiOm_0evs6u1[WVxHKyX45z_L])
tiOm_0evs6u1[WVxHKyX45z_L] = _7u55U49WwX2.sub(xafqLlk3kkUe(SXOLrMavuUCe(b'(6F\x89\x05\x98\xe7'), chr(0b1100100) + '\x65' + chr(99) + '\157' + chr(106 - 6) + chr(0b101010 + 0o73))(chr(3767 - 3650) + chr(0b1110100) + chr(9982 - 9880) + '\x2d' + '\070'), xafqLlk3kkUe(SXOLrMavuUCe(b'\x06;]\x94\x14\x93\xb1\x89'), chr(0b110110 + 0o56) + '\145' + '\143' + chr(111) + '\x64' + chr(8486 - 8385))(chr(0b1100011 + 0o22) + chr(116) + chr(5617 - 5515) + chr(0b1000 + 0o45) + chr(2951 - 2895)), tiOm_0evs6u1[WVxHKyX45z_L])
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15)~\xae\x16\xbf\xa3\xc1\xcc#gJ'), '\x64' + chr(0b1100101) + chr(0b1000 + 0o133) + chr(0b1101111) + '\x64' + chr(0b1010111 + 0o16))(chr(2698 - 2581) + chr(0b1110100) + '\x66' + '\x2d' + chr(1427 - 1371))):
zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'V'), '\144' + '\145' + '\143' + chr(111) + '\x64' + chr(0b1100101))(chr(0b11111 + 0o126) + '\164' + chr(0b1100110) + '\055' + chr(2202 - 2146)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c-@\x95'), chr(0b1100100) + '\x65' + chr(99) + '\157' + '\x64' + chr(101))(chr(0b1110100 + 0o1) + chr(116) + '\146' + '\055' + chr(1374 - 1318)))(abA97kOQKaLo(lambda OeWW0F1dBPRQ: f'"{OeWW0F1dBPRQ}"', tiOm_0evs6u1)))
else:
zLUzGokYBM2Z(xafqLlk3kkUe(xafqLlk3kkUe(SXOLrMavuUCe(b'V'), chr(1799 - 1699) + chr(0b1100101) + '\143' + '\x6f' + chr(9021 - 8921) + chr(0b1010001 + 0o24))(chr(0b1110101) + chr(0b1010110 + 0o36) + chr(0b1100110) + '\055' + chr(1376 - 1320)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c-@\x95'), chr(0b10010 + 0o122) + chr(0b1100101 + 0o0) + '\x63' + chr(111) + '\144' + '\145')(chr(3165 - 3048) + '\x74' + chr(0b111011 + 0o53) + '\x2d' + chr(0b1000 + 0o60)))(tiOm_0evs6u1))
|
fastai/fastai
|
old/fastai/models/unet.py
|
get_sfs_idxs
|
def get_sfs_idxs(sfs, last=True):
"""
Return the saved feature indexes that will be concatenated
Inputs:
sfs (list): saved features by hook function, in other words intermediate activations
last (bool): whether to concatenate only last different activation, or all from the encoder model
"""
if last:
feature_szs = [sfs_feats.features.size()[-1] for sfs_feats in sfs]
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
else: sfs_idxs = list(range(len(sfs)))
return sfs_idxs
|
python
|
def get_sfs_idxs(sfs, last=True):
"""
Return the saved feature indexes that will be concatenated
Inputs:
sfs (list): saved features by hook function, in other words intermediate activations
last (bool): whether to concatenate only last different activation, or all from the encoder model
"""
if last:
feature_szs = [sfs_feats.features.size()[-1] for sfs_feats in sfs]
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
else: sfs_idxs = list(range(len(sfs)))
return sfs_idxs
|
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Return the saved feature indexes that will be concatenated
Inputs:
sfs (list): saved features by hook function, in other words intermediate activations
last (bool): whether to concatenate only last different activation, or all from the encoder model
|
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9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/models/unet.py#L7-L19
|
train
|
Returns the saved feature indexes that will be concatenated by hook function
|
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SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(0b1011 + 0o144) + chr(0b11000 + 0o37) + '\x31', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7550 - 7439) + '\x31' + chr(0b110010) + chr(0b110011), 0b1000), ehT0Px3KOsy9(chr(2176 - 2128) + '\157' + '\064' + '\061', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + '\x34', 0o10), ehT0Px3KOsy9(chr(107 - 59) + chr(7080 - 6969) + '\x32' + chr(0b101100 + 0o5) + '\067', 19408 - 19400), ehT0Px3KOsy9(chr(648 - 600) + chr(111) + chr(0b110010) + '\064' + chr(0b110111), 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b110110) + chr(0b110000), 2991 - 2983), ehT0Px3KOsy9(chr(1859 - 1811) + chr(9230 - 9119) + chr(1824 - 1774) + chr(0b0 + 0o62) + '\061', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + chr(1453 - 1402), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(0b10011 + 0o44) + '\067', 24673 - 24665), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(116 - 65) + chr(0b100010 + 0o16), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(1546 - 1497) + chr(0b110111), 8), ehT0Px3KOsy9('\x30' + chr(111) + chr(506 - 454), 32816 - 32808), ehT0Px3KOsy9(chr(0b100100 + 0o14) + '\x6f' + chr(0b111 + 0o52) + chr(1140 - 1091) + chr(1930 - 1882), 10266 - 10258), ehT0Px3KOsy9('\060' + chr(0b1010001 + 0o36) + chr(51) + '\x37' + chr(55), 0b1000), ehT0Px3KOsy9('\x30' + '\157' + '\064' + chr(0b1010 + 0o47), 8), ehT0Px3KOsy9(chr(1398 - 1350) + chr(0b1101111) + chr(1966 - 1913) + chr(0b101110 + 0o10), 11961 - 11953), ehT0Px3KOsy9('\060' + '\157' + chr(51) + chr(50) + chr(646 - 593), 0b1000), ehT0Px3KOsy9(chr(1048 - 1000) + '\157' + chr(0b110001) + '\x33' + chr(2698 - 2644), 0o10), ehT0Px3KOsy9(chr(213 - 165) + '\157' + chr(0b110011) + chr(0b1100 + 0o53) + '\066', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1945 - 1892) + chr(2288 - 2237), ord("\x08")), ehT0Px3KOsy9(chr(0b10110 + 0o32) + '\157' + '\063' + chr(52) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + '\063' + '\063' + chr(0b1100 + 0o52), 46252 - 46244), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(49) + '\064', 58319 - 58311), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001010 + 0o45) + '\x33' + '\x32' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2375 - 2325) + '\x35' + chr(0b110101), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\062' + chr(0b101010 + 0o7) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(50) + '\x35' + chr(0b110010), 58798 - 58790), ehT0Px3KOsy9('\x30' + chr(3353 - 3242) + chr(51) + '\x34' + chr(0b110010), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10820 - 10709) + chr(0b110111), 61749 - 61741), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110011) + chr(2184 - 2134) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(0b1101111) + chr(53) + '\x31', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110010) + chr(105 - 53) + chr(0b110111), 8), ehT0Px3KOsy9(chr(0b10001 + 0o37) + chr(111) + '\061' + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3063 - 2952) + '\x33' + '\060' + '\065', 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b10110 + 0o33) + chr(1262 - 1213) + chr(54), 51210 - 51202), ehT0Px3KOsy9('\x30' + chr(759 - 648) + chr(0b111 + 0o53) + chr(0b10000 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + chr(0b11001 + 0o31) + chr(0b1100 + 0o50) + chr(53), 56193 - 56185), ehT0Px3KOsy9(chr(1437 - 1389) + chr(402 - 291) + chr(0b1110 + 0o43) + chr(1540 - 1492) + chr(0b110001), 63974 - 63966), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1685 - 1634) + chr(2142 - 2091) + chr(0b1111 + 0o46), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(760 - 712) + chr(111) + '\065' + chr(1632 - 1584), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x17'), chr(0b1000000 + 0o44) + chr(101) + chr(0b1010101 + 0o16) + chr(4120 - 4009) + chr(0b1010101 + 0o17) + chr(101))('\x75' + chr(116) + chr(0b10100 + 0o122) + chr(0b101101) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def tugRnCuzLFPR(raO58kz9uruw, Z6Ub1MQPX1kA=ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(111) + chr(0b110001), 0b1000)):
if Z6Ub1MQPX1kA:
VgCs5ZgcgXR7 = [gEyu3ZAOlUFx.features.size()[-ehT0Px3KOsy9(chr(0b110000) + chr(4044 - 3933) + chr(49), 8)] for gEyu3ZAOlUFx in raO58kz9uruw]
lOhhYC2gBM8g = YyaZ4tpXu4lf(WqUC3KWvYVup.dRFAC59yQBm_(WqUC3KWvYVup.array(VgCs5ZgcgXR7[:-ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110001), 8)]) != WqUC3KWvYVup.array(VgCs5ZgcgXR7[ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001), 8):]))[ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(48), 16794 - 16786)])
if VgCs5ZgcgXR7[ehT0Px3KOsy9('\x30' + chr(0b100 + 0o153) + chr(0b11 + 0o55), 8)] != VgCs5ZgcgXR7[ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(199 - 150), 8)]:
lOhhYC2gBM8g = [ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(691 - 643), 8)] + lOhhYC2gBM8g
else:
lOhhYC2gBM8g = YyaZ4tpXu4lf(vQr8gNKaIaWE(c2A0yzQpDQB3(raO58kz9uruw)))
return lOhhYC2gBM8g
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
hook_output
|
def hook_output (module:nn.Module, detach:bool=True, grad:bool=False)->Hook:
"Return a `Hook` that stores activations of `module` in `self.stored`"
return Hook(module, _hook_inner, detach=detach, is_forward=not grad)
|
python
|
def hook_output (module:nn.Module, detach:bool=True, grad:bool=False)->Hook:
"Return a `Hook` that stores activations of `module` in `self.stored`"
return Hook(module, _hook_inner, detach=detach, is_forward=not grad)
|
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] |
Return a `Hook` that stores activations of `module` in `self.stored`
|
[
"Return",
"a",
"Hook",
"that",
"stores",
"activations",
"of",
"module",
"in",
"self",
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"stored"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L54-L56
|
train
|
Return a Hook that stores activations of module in self. stored
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b11100 + 0o24) + chr(3205 - 3094) + '\062' + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(1023 - 975) + chr(111) + chr(1790 - 1741) + '\x30' + chr(1721 - 1667), 30760 - 30752), ehT0Px3KOsy9(chr(0b11001 + 0o27) + '\x6f' + '\063' + chr(52) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101 + 0o142) + chr(352 - 302) + chr(54) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(1184 - 1136) + chr(0b1001100 + 0o43) + '\x31' + '\x36' + chr(1730 - 1680), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(0b110110) + chr(0b10100 + 0o35), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\061' + chr(2129 - 2081) + '\064', 24817 - 24809), ehT0Px3KOsy9(chr(207 - 159) + '\x6f' + '\063' + chr(1853 - 1801) + '\x33', 0b1000), ehT0Px3KOsy9(chr(1901 - 1853) + chr(0b1101111) + '\x31' + '\061' + chr(2111 - 2056), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(51) + chr(2054 - 2001), 0o10), ehT0Px3KOsy9(chr(150 - 102) + chr(111) + chr(2242 - 2191) + '\063' + chr(0b10110 + 0o36), 0b1000), ehT0Px3KOsy9('\060' + chr(1054 - 943) + chr(0b110001) + '\x36' + chr(51), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1011010 + 0o25) + '\x32' + chr(49) + '\x36', 0o10), ehT0Px3KOsy9(chr(811 - 763) + chr(9448 - 9337) + chr(50) + chr(689 - 637) + chr(51), 41377 - 41369), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100000 + 0o21) + chr(410 - 360) + chr(50), 35397 - 35389), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110111), 47998 - 47990), ehT0Px3KOsy9('\060' + chr(111) + chr(2042 - 1993) + chr(0b11101 + 0o30) + chr(2048 - 1999), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(49) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(111) + chr(0b110100) + '\061', 33627 - 33619), ehT0Px3KOsy9(chr(1842 - 1794) + '\157' + '\x37', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b1110 + 0o44) + chr(0b110110) + chr(1085 - 1032), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11001 + 0o32) + '\x37' + '\x34', 34056 - 34048), ehT0Px3KOsy9(chr(769 - 721) + '\157' + '\067' + chr(1776 - 1728), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(50) + '\065' + chr(54), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(1850 - 1800) + chr(54) + chr(51), 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x32' + chr(0b110001) + chr(0b110010), 0o10), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(7408 - 7297) + '\063' + chr(2267 - 2218) + '\066', 0b1000), ehT0Px3KOsy9(chr(1460 - 1412) + '\157' + '\x33' + chr(0b110110) + chr(54), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b1101 + 0o47), 0b1000), ehT0Px3KOsy9(chr(0b10011 + 0o35) + chr(0b1101111) + chr(51) + '\x32' + chr(51), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b100 + 0o56) + chr(0b10111 + 0o37) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(1875 - 1827) + chr(111) + chr(0b110011) + '\062' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(130 - 82) + '\x6f' + chr(1160 - 1109) + '\062' + '\061', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b110100) + chr(1036 - 982), 47887 - 47879), ehT0Px3KOsy9(chr(1430 - 1382) + '\157' + chr(0b101111 + 0o2) + chr(2118 - 2069), 23023 - 23015), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(55) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x33' + chr(0b10110 + 0o36), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + '\061' + '\x37', 8), ehT0Px3KOsy9('\060' + chr(0b101100 + 0o103) + '\x31' + '\060' + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + '\065' + chr(48), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\065' + chr(48), 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'='), '\144' + chr(101) + '\143' + chr(12041 - 11930) + '\x64' + chr(0b1000111 + 0o36))(chr(11722 - 11605) + '\x74' + chr(0b100110 + 0o100) + chr(0b101101) + chr(2009 - 1953)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def jLUDzp7MYops(RqocVGOryNPv, hgwpJ1vlOEdO=ehT0Px3KOsy9('\x30' + chr(762 - 651) + chr(0b110001), 15493 - 15485), RF_2NucJiY7o=ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\x30', ord("\x08"))) -> x9VhBQE0ZhrW:
return x9VhBQE0ZhrW(RqocVGOryNPv, fr7ToMkkuv0B, detach=hgwpJ1vlOEdO, is_forward=not RF_2NucJiY7o)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
hook_outputs
|
def hook_outputs(modules:Collection[nn.Module], detach:bool=True, grad:bool=False)->Hooks:
"Return `Hooks` that store activations of all `modules` in `self.stored`"
return Hooks(modules, _hook_inner, detach=detach, is_forward=not grad)
|
python
|
def hook_outputs(modules:Collection[nn.Module], detach:bool=True, grad:bool=False)->Hooks:
"Return `Hooks` that store activations of all `modules` in `self.stored`"
return Hooks(modules, _hook_inner, detach=detach, is_forward=not grad)
|
[
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"modules",
":",
"Collection",
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"nn",
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"Module",
"]",
",",
"detach",
":",
"bool",
"=",
"True",
",",
"grad",
":",
"bool",
"=",
"False",
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"->",
"Hooks",
":",
"return",
"Hooks",
"(",
"modules",
",",
"_hook_inner",
",",
"detach",
"=",
"detach",
",",
"is_forward",
"=",
"not",
"grad",
")"
] |
Return `Hooks` that store activations of all `modules` in `self.stored`
|
[
"Return",
"Hooks",
"that",
"store",
"activations",
"of",
"all",
"modules",
"in",
"self",
".",
"stored"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L58-L60
|
train
|
Return Hooks that store activations of all modules in self. stored
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(51) + chr(0b100101 + 0o20) + chr(284 - 230), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001 + 0o146) + '\x32' + chr(2521 - 2468) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1111 + 0o43) + chr(0b110001) + chr(1286 - 1233), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b101111 + 0o4) + '\x31' + chr(51), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1000111 + 0o50) + '\061' + '\065' + '\060', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x33' + chr(50) + '\062', 0o10), ehT0Px3KOsy9(chr(536 - 488) + chr(0b1101111) + chr(0b11000 + 0o33) + chr(0b1110 + 0o45) + '\x33', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(2185 - 2137) + chr(1672 - 1624), 0b1000), ehT0Px3KOsy9(chr(2126 - 2078) + chr(0b101000 + 0o107) + chr(0b101010 + 0o10) + chr(2861 - 2806) + chr(850 - 802), 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\x31' + chr(0b110011) + chr(2021 - 1967), ord("\x08")), ehT0Px3KOsy9(chr(0b10010 + 0o36) + chr(111) + chr(51) + '\065' + chr(0b10100 + 0o36), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(1838 - 1727) + chr(1355 - 1304) + '\064' + chr(51), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + '\x35' + chr(51), 52401 - 52393), ehT0Px3KOsy9(chr(73 - 25) + '\x6f' + chr(50) + chr(51) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110001 + 0o3) + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b10111 + 0o31) + chr(111) + chr(1725 - 1676) + chr(0b10110 + 0o35) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\x6f' + chr(0b110001) + chr(0b101110 + 0o7) + '\065', 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\060' + '\064', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + '\061' + '\x37' + '\x31', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(600 - 489) + '\062' + chr(54) + chr(0b110101), 0b1000), ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(111) + '\061' + '\x33' + '\065', 0b1000), ehT0Px3KOsy9(chr(48) + chr(9061 - 8950) + chr(51) + chr(1128 - 1077) + chr(55), 0o10), ehT0Px3KOsy9('\060' + chr(8280 - 8169) + chr(50) + chr(50) + '\x32', 30117 - 30109), ehT0Px3KOsy9(chr(1607 - 1559) + '\x6f' + chr(50) + chr(882 - 828) + chr(53), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\066' + '\x33', 13925 - 13917), ehT0Px3KOsy9(chr(48) + chr(9793 - 9682) + '\063' + chr(1519 - 1467) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110011) + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x32' + chr(51) + chr(0b111 + 0o54), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\063' + '\x32', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10101 + 0o34) + chr(1456 - 1406), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(1686 - 1634), 8), ehT0Px3KOsy9('\060' + chr(0b10011 + 0o134) + chr(53) + chr(0b110011), 25352 - 25344), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(2391 - 2340) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(0b11001 + 0o30) + '\x37', 36441 - 36433), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\x33' + chr(0b101100 + 0o13) + '\x36', 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(812 - 763) + chr(0b10 + 0o56) + chr(51), 0o10), ehT0Px3KOsy9(chr(0b11111 + 0o21) + '\157' + chr(51) + '\066' + '\x33', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + '\061' + '\063', 9538 - 9530), ehT0Px3KOsy9(chr(1725 - 1677) + chr(9114 - 9003) + chr(0b100110 + 0o13) + chr(0b10000 + 0o42) + chr(2185 - 2134), 0o10), ehT0Px3KOsy9(chr(437 - 389) + chr(0b101010 + 0o105) + '\063' + chr(138 - 89) + chr(0b11001 + 0o30), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(974 - 921) + chr(0b11010 + 0o26), 32227 - 32219)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc0'), '\x64' + chr(0b1100101) + chr(0b1100011) + chr(0b111100 + 0o63) + '\144' + chr(0b1100101))(chr(117) + '\164' + chr(0b1000001 + 0o45) + chr(166 - 121) + chr(0b100110 + 0o22)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def ZbzwADolyeP9(Dm5UcjkJnFvy, hgwpJ1vlOEdO=ehT0Px3KOsy9(chr(0b11110 + 0o22) + chr(0b1101111) + '\x31', 36934 - 36926), RF_2NucJiY7o=ehT0Px3KOsy9(chr(48) + chr(9007 - 8896) + chr(48), 22191 - 22183)) -> IHABBdE8A2S3:
return IHABBdE8A2S3(Dm5UcjkJnFvy, fr7ToMkkuv0B, detach=hgwpJ1vlOEdO, is_forward=not RF_2NucJiY7o)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
dummy_batch
|
def dummy_batch(m: nn.Module, size:tuple=(64,64))->Tensor:
"Create a dummy batch to go through `m` with `size`."
ch_in = in_channels(m)
return one_param(m).new(1, ch_in, *size).requires_grad_(False).uniform_(-1.,1.)
|
python
|
def dummy_batch(m: nn.Module, size:tuple=(64,64))->Tensor:
"Create a dummy batch to go through `m` with `size`."
ch_in = in_channels(m)
return one_param(m).new(1, ch_in, *size).requires_grad_(False).uniform_(-1.,1.)
|
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"in_channels",
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"one_param",
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"requires_grad_",
"(",
"False",
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"uniform_",
"(",
"-",
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] |
Create a dummy batch to go through `m` with `size`.
|
[
"Create",
"a",
"dummy",
"batch",
"to",
"go",
"through",
"m",
"with",
"size",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L101-L104
|
train
|
Create a dummy batch to go through m with size.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(2153 - 2102) + '\066' + '\x32', 0b1000), ehT0Px3KOsy9(chr(879 - 831) + chr(0b1101111) + chr(0b110001 + 0o1) + chr(55) + '\067', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010101 + 0o32) + chr(2257 - 2206) + chr(0b100 + 0o57) + chr(584 - 535), 0b1000), ehT0Px3KOsy9(chr(0b110000 + 0o0) + chr(0b11111 + 0o120) + chr(0b11 + 0o60) + chr(55) + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + chr(0b100011 + 0o24) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1011 + 0o50) + '\061', 38470 - 38462), ehT0Px3KOsy9('\060' + chr(10944 - 10833) + chr(2085 - 2037), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b110001 + 0o76) + chr(577 - 526) + chr(2851 - 2797) + '\x35', 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + '\x31' + chr(0b110111) + chr(0b10101 + 0o40), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + chr(0b10 + 0o62) + chr(127 - 74), 28173 - 28165), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(0b10000 + 0o137) + chr(51) + chr(1420 - 1368) + '\065', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(52), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + '\063' + '\x31' + '\x36', 60652 - 60644), ehT0Px3KOsy9(chr(76 - 28) + '\157' + chr(2121 - 2067) + chr(52), 29037 - 29029), ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(0b11110 + 0o121) + chr(2063 - 2012) + '\x31' + chr(0b10 + 0o62), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b101101 + 0o5) + chr(0b111 + 0o56), 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + chr(50) + chr(54), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\062' + chr(0b110101) + chr(1864 - 1814), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000001 + 0o56) + chr(51) + chr(0b110011) + chr(1709 - 1655), ord("\x08")), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(1715 - 1604) + chr(2139 - 2088) + chr(52) + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1010100 + 0o33) + chr(0b110010) + '\x36' + chr(0b110001), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1110 + 0o141) + chr(0b110001) + chr(0b110110), 41427 - 41419), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(0b110101) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b110111 + 0o70) + chr(0b111 + 0o54) + chr(0b101010 + 0o6) + chr(1535 - 1481), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + chr(0b110100) + '\x32', 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b1011 + 0o50) + chr(1341 - 1288) + chr(0b10000 + 0o44), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(1095 - 1044) + '\x34' + chr(281 - 231), 9536 - 9528), ehT0Px3KOsy9('\060' + '\x6f' + '\x33' + chr(1712 - 1664) + chr(49), 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x31' + chr(0b110011) + chr(0b110111), 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10110 + 0o33) + chr(0b11011 + 0o32) + chr(54), 33055 - 33047), ehT0Px3KOsy9(chr(0b110000) + chr(740 - 629) + chr(0b100110 + 0o15) + chr(51) + '\x33', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\x36' + chr(444 - 391), 0o10), ehT0Px3KOsy9(chr(1544 - 1496) + '\157' + '\063' + chr(0b101010 + 0o7) + '\063', 64621 - 64613), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b100 + 0o57), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b10100 + 0o34), 8), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + chr(0b110110) + chr(1398 - 1345), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110011) + '\066' + chr(0b110000), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b11000 + 0o35) + chr(947 - 895), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\063' + chr(0b10 + 0o56) + chr(0b110110), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b10000 + 0o41) + chr(1691 - 1638) + chr(0b110111), 0b1000)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(2068 - 2020) + chr(0b1101111) + '\065' + '\060', 818 - 810)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xdc'), '\x64' + '\145' + chr(0b1100011) + '\157' + chr(100) + chr(9331 - 9230))(chr(117) + chr(116) + chr(2528 - 2426) + '\x2d' + chr(2951 - 2895)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def pVM3Dx6jAD0W(r8ufID9JCHnI, NLcc3BCJnQka=(ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x31' + '\060' + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1496 - 1447) + chr(0b110000) + chr(0b110000), 8))) -> gRjZVRK2322q:
yOIUA9b_DhJt = JlLwHF2h9_2X(r8ufID9JCHnI)
return xafqLlk3kkUe(wNOoPhyUIhnW(r8ufID9JCHnI).new(ehT0Px3KOsy9(chr(0b1000 + 0o50) + chr(3025 - 2914) + chr(0b110001), 2146 - 2138), yOIUA9b_DhJt, *NLcc3BCJnQka).requires_grad_(ehT0Px3KOsy9(chr(48) + '\157' + '\x30', 8)), xafqLlk3kkUe(SXOLrMavuUCe(b'\x87\xd1\xb0\x9c\x15km\xaa'), chr(100) + chr(101) + chr(0b1000001 + 0o42) + '\157' + '\144' + '\x65')(chr(0b1110101) + chr(0b1110100) + chr(102) + chr(45) + chr(56)))(-1.0, 1.0)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
dummy_eval
|
def dummy_eval(m:nn.Module, size:tuple=(64,64)):
"Pass a `dummy_batch` in evaluation mode in `m` with `size`."
return m.eval()(dummy_batch(m, size))
|
python
|
def dummy_eval(m:nn.Module, size:tuple=(64,64)):
"Pass a `dummy_batch` in evaluation mode in `m` with `size`."
return m.eval()(dummy_batch(m, size))
|
[
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"dummy_eval",
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"m",
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".",
"Module",
",",
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":",
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"=",
"(",
"64",
",",
"64",
")",
")",
":",
"return",
"m",
".",
"eval",
"(",
")",
"(",
"dummy_batch",
"(",
"m",
",",
"size",
")",
")"
] |
Pass a `dummy_batch` in evaluation mode in `m` with `size`.
|
[
"Pass",
"a",
"dummy_batch",
"in",
"evaluation",
"mode",
"in",
"m",
"with",
"size",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L106-L108
|
train
|
Pass a dummy_batch in evaluation mode in m with size.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\061' + chr(0b100101 + 0o14) + '\067', 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(51) + '\x34' + chr(55), 60333 - 60325), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1101111) + '\063' + chr(48) + chr(841 - 793), 0o10), ehT0Px3KOsy9(chr(0b100000 + 0o20) + chr(6393 - 6282) + '\063' + chr(0b110111) + chr(50), 49930 - 49922), ehT0Px3KOsy9(chr(1851 - 1803) + chr(5042 - 4931) + '\062' + '\066' + '\x34', 0b1000), ehT0Px3KOsy9('\060' + chr(0b1000110 + 0o51) + '\x32' + chr(55) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(10304 - 10193) + chr(796 - 745) + chr(0b110001) + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + chr(1558 - 1507), 2356 - 2348), ehT0Px3KOsy9(chr(0b110000) + chr(355 - 244) + chr(0b110011) + chr(0b110110) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(1516 - 1405) + chr(1689 - 1637) + '\x32', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + chr(291 - 242) + chr(919 - 867), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1000001 + 0o56) + chr(49) + chr(0b110111) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(0b1101111) + chr(415 - 366) + chr(0b1000 + 0o56) + chr(730 - 679), 0o10), ehT0Px3KOsy9(chr(249 - 201) + '\157' + chr(0b101 + 0o57) + chr(0b110010), 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x31' + '\066' + '\063', 8), ehT0Px3KOsy9(chr(0b100100 + 0o14) + chr(111) + chr(0b100010 + 0o21) + chr(0b110000) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(5669 - 5558) + '\062' + '\064' + chr(55), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + '\067' + chr(55), 0o10), ehT0Px3KOsy9('\x30' + chr(0b11010 + 0o125) + chr(0b110011) + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(2869 - 2758) + chr(584 - 534) + chr(49) + chr(0b1011 + 0o47), 6290 - 6282), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(961 - 907) + chr(0b111 + 0o57), ord("\x08")), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(111) + chr(724 - 675) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110001) + chr(0b10 + 0o56) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010001 + 0o36) + chr(0b100001 + 0o22) + chr(0b110000) + '\x34', 0o10), ehT0Px3KOsy9(chr(1587 - 1539) + chr(0b1101111) + chr(0b10011 + 0o37) + '\x36' + chr(2473 - 2423), 52753 - 52745), ehT0Px3KOsy9('\x30' + chr(0b1010001 + 0o36) + chr(0b101001 + 0o10) + chr(2942 - 2887) + chr(0b110111), 51334 - 51326), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + '\x33' + '\x33' + chr(0b110000), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + '\063' + '\x30' + chr(0b110101), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + chr(0b10101 + 0o36) + chr(0b110111), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\064' + chr(52), 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + chr(1635 - 1584) + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\x6f' + '\061' + chr(0b110001) + '\066', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110010) + chr(2591 - 2537) + chr(0b1100 + 0o46), 8), ehT0Px3KOsy9('\x30' + chr(7455 - 7344) + '\061' + chr(0b1000 + 0o52) + '\064', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b100100 + 0o22) + chr(0b100101 + 0o20), 54776 - 54768), ehT0Px3KOsy9(chr(1368 - 1320) + '\x6f' + '\064' + chr(0b11011 + 0o31), 8), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(50) + chr(2154 - 2104) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(10532 - 10421) + '\x33' + '\062' + chr(0b11110 + 0o23), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x32' + '\x36' + chr(0b101101 + 0o6), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110100) + chr(0b110101), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b0 + 0o65) + '\060', 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'a'), chr(0b10000 + 0o124) + '\145' + chr(0b1100011) + chr(2711 - 2600) + chr(0b1100100) + chr(0b1100101))(chr(0b110 + 0o157) + chr(0b1110100) + chr(0b10000 + 0o126) + chr(45) + '\x38') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def gKOr0oeOGP1M(r8ufID9JCHnI, NLcc3BCJnQka=(ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + '\060' + chr(0b101001 + 0o7), ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2335 - 2286) + chr(1860 - 1812) + chr(48), 8))):
return xafqLlk3kkUe(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'*\x91\xa1\x96'), chr(0b10100 + 0o120) + chr(101) + chr(0b1100011) + chr(0b1101111) + chr(100) + '\145')(chr(10607 - 10490) + '\164' + chr(883 - 781) + chr(0b10010 + 0o33) + chr(0b1111 + 0o51)))()(pVM3Dx6jAD0W(r8ufID9JCHnI, NLcc3BCJnQka))
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
model_sizes
|
def model_sizes(m:nn.Module, size:tuple=(64,64))->Tuple[Sizes,Tensor,Hooks]:
"Pass a dummy input through the model `m` to get the various sizes of activations."
with hook_outputs(m) as hooks:
x = dummy_eval(m, size)
return [o.stored.shape for o in hooks]
|
python
|
def model_sizes(m:nn.Module, size:tuple=(64,64))->Tuple[Sizes,Tensor,Hooks]:
"Pass a dummy input through the model `m` to get the various sizes of activations."
with hook_outputs(m) as hooks:
x = dummy_eval(m, size)
return [o.stored.shape for o in hooks]
|
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] |
Pass a dummy input through the model `m` to get the various sizes of activations.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L110-L114
|
train
|
Pass a dummy input through the model m to get the various sizes of activations.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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' + '\x33' + '\x36' + chr(0b10011 + 0o35), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + '\063' + chr(0b101001 + 0o12), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(1974 - 1921) + '\060', 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(411 - 362) + '\064' + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110000 + 0o2) + chr(2179 - 2129) + chr(52), 0o10), ehT0Px3KOsy9('\x30' + chr(6742 - 6631) + chr(0b11011 + 0o30) + '\067' + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\065' + chr(55), 0o10), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(1266 - 1217) + '\065' + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b110111 + 0o70) + chr(0b110010) + '\x34' + '\x32', 19007 - 18999), ehT0Px3KOsy9(chr(0b110000) + chr(6354 - 6243) + chr(0b110011) + '\067' + chr(0b101000 + 0o12), 15614 - 15606), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\063' + chr(0b110001) + chr(1273 - 1222), 22836 - 22828), ehT0Px3KOsy9(chr(0b110000) + chr(0b1011 + 0o144) + chr(1325 - 1276) + chr(735 - 680) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b1100 + 0o44) + chr(0b11100 + 0o123) + chr(163 - 113) + chr(2214 - 2159), 58383 - 58375), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\x33' + chr(357 - 302) + chr(0b110100), 8), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b1000 + 0o52) + chr(0b110000) + chr(0b110111), 22836 - 22828), ehT0Px3KOsy9(chr(0b100010 + 0o16) + '\x6f' + chr(0b101101 + 0o7), 0b1000), ehT0Px3KOsy9(chr(0b100010 + 0o16) + chr(0b1101111) + chr(0b110011) + chr(52) + '\x31', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\066' + chr(0b110010), 1340 - 1332), ehT0Px3KOsy9(chr(0b110000) + chr(10041 - 9930) + '\x32' + chr(51), 4487 - 4479), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + chr(53) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + '\062' + chr(48) + chr(798 - 750), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110 + 0o55) + '\x30', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000 + 0o147) + '\061' + chr(0b110010) + chr(2528 - 2477), 0o10), ehT0Px3KOsy9('\060' + chr(0b1000101 + 0o52) + chr(49) + chr(2127 - 2075) + chr(0b110011), 17136 - 17128), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x32' + chr(0b110110) + '\x33', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(1093 - 1038) + '\065', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111 + 0o0) + '\x33' + chr(51) + '\067', 15067 - 15059), ehT0Px3KOsy9(chr(1752 - 1704) + chr(0b101110 + 0o101) + '\x36' + '\x31', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(664 - 614) + chr(55) + '\x34', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(51) + '\x37' + '\x33', 0o10), ehT0Px3KOsy9(chr(802 - 754) + '\x6f' + '\x35' + '\067', 8), ehT0Px3KOsy9(chr(48) + chr(10511 - 10400) + chr(50) + '\061' + chr(48), 27488 - 27480), ehT0Px3KOsy9('\x30' + chr(0b1010000 + 0o37) + chr(0b11001 + 0o30) + '\x33' + chr(0b110110), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + '\064' + chr(0b111 + 0o57), 0b1000), ehT0Px3KOsy9(chr(1454 - 1406) + '\x6f' + chr(0b110110) + '\066', 0o10), ehT0Px3KOsy9(chr(827 - 779) + '\157' + chr(1211 - 1161) + chr(50) + chr(51), 56835 - 56827), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b1100 + 0o45) + chr(54) + chr(0b110110), 30959 - 30951), ehT0Px3KOsy9('\060' + chr(2173 - 2062) + '\062' + '\x34' + chr(55), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(2245 - 2196) + '\x32' + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b100101 + 0o13) + chr(9513 - 9402) + '\066' + chr(0b110001), 8)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(0b101010 + 0o105) + chr(1979 - 1926) + '\x30', 8)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xde'), chr(100) + chr(6770 - 6669) + '\x63' + chr(0b11111 + 0o120) + '\x64' + chr(0b1100101))('\165' + '\164' + chr(0b1100110) + chr(0b101101) + chr(880 - 824)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def OnyBLDJDSGii(r8ufID9JCHnI, NLcc3BCJnQka=(ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x31' + chr(1402 - 1354) + chr(1374 - 1326), 39064 - 39056), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(7916 - 7805) + chr(521 - 472) + '\060' + chr(48), 8))) -> MRK8Uzg2En3D[YreHmjp7sNlK, gRjZVRK2322q, IHABBdE8A2S3]:
with ZbzwADolyeP9(r8ufID9JCHnI) as rxW1_nsw8u9L:
OeWW0F1dBPRQ = gKOr0oeOGP1M(r8ufID9JCHnI, NLcc3BCJnQka)
return [xafqLlk3kkUe(gb6ab8SSTLgq.stored, xafqLlk3kkUe(SXOLrMavuUCe(b'\x9e:]?\xf2\xb0H\x07\xf6\x8a\xa8\x1b'), chr(0b111011 + 0o51) + chr(7189 - 7088) + chr(99) + chr(0b1101111) + '\144' + chr(101))('\165' + chr(13003 - 12887) + chr(102) + '\x2d' + chr(0b111000))) for gb6ab8SSTLgq in rxW1_nsw8u9L]
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
num_features_model
|
def num_features_model(m:nn.Module)->int:
"Return the number of output features for `model`."
sz = 64
while True:
try: return model_sizes(m, size=(sz,sz))[-1][1]
except Exception as e:
sz *= 2
if sz > 2048: raise
|
python
|
def num_features_model(m:nn.Module)->int:
"Return the number of output features for `model`."
sz = 64
while True:
try: return model_sizes(m, size=(sz,sz))[-1][1]
except Exception as e:
sz *= 2
if sz > 2048: raise
|
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] |
Return the number of output features for `model`.
|
[
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L116-L123
|
train
|
Return the number of output features for model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100101 + 0o15) + chr(0b110011) + '\067', 0o10), ehT0Px3KOsy9(chr(851 - 803) + chr(10109 - 9998) + '\063' + chr(1873 - 1821) + chr(48), 12942 - 12934), ehT0Px3KOsy9(chr(0b100001 + 0o17) + '\x6f' + '\x32' + '\x33' + chr(0b10100 + 0o42), 29957 - 29949), ehT0Px3KOsy9(chr(2024 - 1976) + chr(1279 - 1168) + chr(0b10001 + 0o40) + chr(2750 - 2696) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(2206 - 2151) + chr(50), 0o10), ehT0Px3KOsy9(chr(48) + chr(2282 - 2171) + chr(113 - 64) + '\x32' + chr(0b110010), 27742 - 27734), ehT0Px3KOsy9(chr(607 - 559) + chr(0b1001100 + 0o43) + chr(0b110010) + chr(83 - 31) + chr(1081 - 1031), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(111) + chr(0b1100 + 0o47) + chr(0b110101) + chr(49), 60855 - 60847), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b110110) + '\060', ord("\x08")), ehT0Px3KOsy9(chr(0b100111 + 0o11) + chr(11512 - 11401) + '\x36' + '\066', 0b1000), ehT0Px3KOsy9('\x30' + chr(2138 - 2027) + chr(0b110001) + '\062' + '\x30', 58001 - 57993), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1905 - 1856) + chr(2500 - 2445) + chr(1677 - 1623), 53636 - 53628), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110011) + '\062' + chr(727 - 672), 29093 - 29085), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110010) + '\063' + chr(48), 0b1000), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b1011 + 0o47) + chr(0b110101) + chr(0b110100), 64489 - 64481), ehT0Px3KOsy9(chr(0b110000) + chr(0b1010100 + 0o33) + '\061' + chr(0b110101) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(1799 - 1744) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + '\063' + chr(0b1111 + 0o47) + chr(0b101000 + 0o16), 28467 - 28459), ehT0Px3KOsy9('\x30' + '\x6f' + '\x35' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(1875 - 1824) + chr(0b101110 + 0o3), 0b1000), ehT0Px3KOsy9(chr(1544 - 1496) + chr(0b1101111) + chr(0b110010) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b101100 + 0o10) + '\065', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\060' + '\x30', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b100010 + 0o115) + chr(0b110011) + chr(53) + '\x31', 8), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(111) + chr(0b1011 + 0o50) + chr(1283 - 1234) + '\065', 0o10), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\x6f' + chr(3001 - 2946) + chr(52), 13889 - 13881), ehT0Px3KOsy9(chr(0b1111 + 0o41) + '\157' + '\062' + '\x33' + chr(50), 0b1000), ehT0Px3KOsy9(chr(2256 - 2208) + '\x6f' + chr(1153 - 1099) + chr(0b101001 + 0o16), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b0 + 0o157) + chr(2030 - 1981) + chr(0b100 + 0o55) + chr(0b101111 + 0o5), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110101 + 0o72) + chr(0b110001) + chr(2386 - 2334) + chr(53), 8), ehT0Px3KOsy9('\x30' + chr(7470 - 7359) + '\063' + '\060', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\061' + '\067', ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(2403 - 2353) + '\x30' + chr(0b110000), 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(842 - 791) + chr(0b110111) + chr(54), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b101 + 0o152) + chr(55) + chr(2701 - 2649), 8), ehT0Px3KOsy9(chr(2041 - 1993) + '\157' + chr(0b110010) + '\x37' + chr(50), 8), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + '\061' + '\x32' + '\062', 8), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(1367 - 1316) + '\062' + chr(0b110001), 47330 - 47322), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(51) + chr(776 - 722) + chr(53), 34009 - 34001), ehT0Px3KOsy9(chr(48) + '\x6f' + '\x34' + '\x31', 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9('\060' + chr(111) + chr(53) + chr(1808 - 1760), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb1'), chr(100) + chr(0b1100101) + chr(99) + '\x6f' + '\144' + chr(3017 - 2916))(chr(9819 - 9702) + '\164' + chr(2285 - 2183) + chr(0b101101) + chr(383 - 327)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def vHU1At9zp77o(r8ufID9JCHnI) -> ehT0Px3KOsy9:
hhYs5y35lyzY = ehT0Px3KOsy9(chr(965 - 917) + chr(11721 - 11610) + '\061' + chr(2284 - 2236) + chr(48), 0b1000)
while ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b111 + 0o52), 0b1000):
try:
return OnyBLDJDSGii(r8ufID9JCHnI, size=(hhYs5y35lyzY, hhYs5y35lyzY))[-ehT0Px3KOsy9('\060' + chr(111) + chr(2399 - 2350), 8)][ehT0Px3KOsy9(chr(48) + '\x6f' + chr(49), 8)]
except jLmadlzMdunT as GlnVAPeT6CUe:
hhYs5y35lyzY *= ehT0Px3KOsy9('\060' + '\x6f' + chr(1753 - 1703), 0o10)
if hhYs5y35lyzY > ehT0Px3KOsy9('\x30' + '\157' + chr(2207 - 2155) + '\060' + '\060' + chr(1495 - 1447), 0o10):
raise
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
params_size
|
def params_size(m: Union[nn.Module,Learner], size: tuple = (3, 64, 64))->Tuple[Sizes, Tensor, Hooks]:
"Pass a dummy input through the model to get the various sizes. Returns (res,x,hooks) if `full`"
if isinstance(m, Learner):
if m.data.is_empty:
raise Exception("This is an empty `Learner` and `Learner.summary` requires some data to pass through the model.")
ds_type = DatasetType.Train if m.data.train_dl else (DatasetType.Valid if m.data.valid_dl else DatasetType.Test)
x = m.data.one_batch(ds_type=ds_type, detach=False, denorm=False)[0]
x = [o[:1] for o in x] if is_listy(x) else x[:1]
m = m.model
elif isinstance(m, nn.Module): x = next(m.parameters()).new(1, *size)
else: raise TypeError('You should either pass in a Learner or nn.Module')
with hook_outputs(flatten_model(m)) as hook_o:
with hook_params(flatten_model(m))as hook_p:
x = m.eval()(*x) if is_listy(x) else m.eval()(x)
output_size = [((o.stored.shape[1:]) if o.stored is not None else None) for o in hook_o]
params = [(o.stored if o.stored is not None else (None,None)) for o in hook_p]
params, trainables = map(list,zip(*params))
return output_size, params, trainables
|
python
|
def params_size(m: Union[nn.Module,Learner], size: tuple = (3, 64, 64))->Tuple[Sizes, Tensor, Hooks]:
"Pass a dummy input through the model to get the various sizes. Returns (res,x,hooks) if `full`"
if isinstance(m, Learner):
if m.data.is_empty:
raise Exception("This is an empty `Learner` and `Learner.summary` requires some data to pass through the model.")
ds_type = DatasetType.Train if m.data.train_dl else (DatasetType.Valid if m.data.valid_dl else DatasetType.Test)
x = m.data.one_batch(ds_type=ds_type, detach=False, denorm=False)[0]
x = [o[:1] for o in x] if is_listy(x) else x[:1]
m = m.model
elif isinstance(m, nn.Module): x = next(m.parameters()).new(1, *size)
else: raise TypeError('You should either pass in a Learner or nn.Module')
with hook_outputs(flatten_model(m)) as hook_o:
with hook_params(flatten_model(m))as hook_p:
x = m.eval()(*x) if is_listy(x) else m.eval()(x)
output_size = [((o.stored.shape[1:]) if o.stored is not None else None) for o in hook_o]
params = [(o.stored if o.stored is not None else (None,None)) for o in hook_p]
params, trainables = map(list,zip(*params))
return output_size, params, trainables
|
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] |
Pass a dummy input through the model to get the various sizes. Returns (res,x,hooks) if `full`
|
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] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L136-L153
|
train
|
Pass a dummy input through the model to get the various sizes. Returns ( res x hooks ) if full
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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) + '\061' + chr(0b10110 + 0o35) + chr(0b110100), 24049 - 24041), ehT0Px3KOsy9(chr(48) + '\157' + chr(1495 - 1444) + '\x31', 22563 - 22555), ehT0Px3KOsy9(chr(560 - 512) + chr(5304 - 5193) + chr(0b11011 + 0o33), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1000 + 0o147) + chr(2416 - 2365) + '\x36' + '\067', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000101 + 0o52) + chr(1684 - 1633) + chr(2101 - 2046) + '\x34', 21640 - 21632), ehT0Px3KOsy9(chr(0b10 + 0o56) + chr(111) + '\x32' + chr(48), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(50) + chr(0b11011 + 0o30) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(4928 - 4817) + chr(1362 - 1312) + '\x32' + chr(790 - 736), 23099 - 23091), ehT0Px3KOsy9('\060' + '\157' + chr(0b11 + 0o56) + chr(54) + chr(0b110101), 38431 - 38423), ehT0Px3KOsy9(chr(2108 - 2060) + '\157' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(141 - 93) + chr(7197 - 7086) + '\062' + chr(1474 - 1422) + chr(655 - 601), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110011) + '\x30' + '\060', 53294 - 53286), ehT0Px3KOsy9(chr(48) + chr(5007 - 4896) + '\x33', 8), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(0b110101), 65350 - 65342), ehT0Px3KOsy9('\060' + chr(3604 - 3493) + chr(50) + '\x36' + chr(1755 - 1704), 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b11 + 0o64) + chr(2301 - 2247), ord("\x08")), ehT0Px3KOsy9(chr(2125 - 2077) + '\x6f' + '\x31' + '\x37' + chr(0b100011 + 0o17), 25888 - 25880), ehT0Px3KOsy9(chr(0b110000) + chr(0b110111 + 0o70) + chr(0b101100 + 0o7) + '\x36', 38094 - 38086), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b101000 + 0o13) + '\x30' + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(0b101010 + 0o6) + chr(4655 - 4544) + '\x31' + chr(0b110000) + chr(48), 0b1000), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(0b111 + 0o150) + chr(55) + chr(0b11000 + 0o33), ord("\x08")), ehT0Px3KOsy9('\060' + chr(3745 - 3634) + '\062' + '\x36' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1892 - 1844) + chr(0b1010101 + 0o32) + '\061', 0o10), ehT0Px3KOsy9('\x30' + chr(2594 - 2483) + chr(0b101 + 0o54) + chr(55) + chr(55), 11797 - 11789), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b101100 + 0o13) + chr(0b110011), 8), ehT0Px3KOsy9(chr(0b10111 + 0o31) + '\157' + '\x32' + '\x31' + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110011) + '\065' + chr(0b110111), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(8015 - 7904) + chr(0b110010) + chr(0b11111 + 0o22) + chr(1895 - 1842), 0b1000), ehT0Px3KOsy9('\060' + chr(0b101000 + 0o107) + chr(246 - 195) + chr(0b11001 + 0o32) + chr(51), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1001011 + 0o44) + '\x31' + chr(0b110011) + chr(0b10110 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b100101 + 0o112) + chr(650 - 599) + chr(51) + chr(0b11100 + 0o27), 8), ehT0Px3KOsy9(chr(48) + chr(10033 - 9922) + '\063' + chr(0b10010 + 0o41) + chr(0b100100 + 0o16), 0b1000), ehT0Px3KOsy9(chr(0b101011 + 0o5) + '\x6f' + chr(50) + chr(0b110100) + chr(0b11011 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(1281 - 1233) + '\157' + '\062' + '\064' + chr(0b101110 + 0o10), 8), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\x33' + chr(0b110001) + chr(854 - 806), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(7914 - 7803) + chr(1457 - 1407), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1100011 + 0o14) + chr(0b101101 + 0o4) + '\x33' + chr(1483 - 1430), 0o10), ehT0Px3KOsy9(chr(720 - 672) + chr(0b1001100 + 0o43) + '\x32' + '\x34' + '\x35', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + '\x37' + '\x30', 22493 - 22485), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\063' + '\x37' + '\062', 10049 - 10041)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(873 - 825) + '\157' + chr(53) + '\060', 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'r'), chr(5215 - 5115) + '\145' + chr(3896 - 3797) + chr(0b1101111) + chr(100) + chr(0b100110 + 0o77))('\165' + '\164' + '\x66' + '\x2d' + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def aDWH_JDi96FP(r8ufID9JCHnI, NLcc3BCJnQka=(ehT0Px3KOsy9('\060' + '\157' + chr(0b110011), 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(642 - 593) + chr(0b110000) + '\x30', 8), ehT0Px3KOsy9(chr(48) + '\157' + '\x31' + chr(2113 - 2065) + chr(48), 8))) -> MRK8Uzg2En3D[YreHmjp7sNlK, gRjZVRK2322q, IHABBdE8A2S3]:
if PlSM16l2KDPD(r8ufID9JCHnI, jpqoM0mG1T9j):
if xafqLlk3kkUe(r8ufID9JCHnI.data, xafqLlk3kkUe(SXOLrMavuUCe(b'5jY\x92\x91`\xeb\xef'), chr(100) + chr(0b1100101) + chr(8674 - 8575) + chr(0b1101111) + '\144' + chr(0b1000011 + 0o42))(chr(117) + chr(6467 - 6351) + chr(0b1000010 + 0o44) + chr(0b101101) + chr(0b100110 + 0o22))):
raise jLmadlzMdunT(xafqLlk3kkUe(SXOLrMavuUCe(b'\x08qo\x84\xdcy\xec\xb6\x14m\x86\xa5ne\xc7GZ~\x8e%Z\xc4o\x1aI\xef\xcf\xec\xb5>\xfb\xba\xee\xc3\xa9p3\xc0J\xd4/lk\x9a\x9db\xe6\xf6Uq\xc3\xb1v|\xc1[\t>\xb1/V\xd3!\x1bZ\xfb\x8e\xad\xaf5\xfb\xaa\xc3\xd5\xbb")\xcdJ\x95)~n\xd7\x88x\xfa\xb6\x18l\xc2\xa5o;'), '\144' + '\x65' + chr(1295 - 1196) + '\x6f' + chr(0b1100100) + chr(0b110011 + 0o62))(chr(117) + chr(0b1110100) + chr(102) + chr(0b100001 + 0o14) + '\x38'))
LjBBWMAnWNhB = OuybwfQApNqV.Train if r8ufID9JCHnI.data.train_dl else OuybwfQApNqV.Valid if r8ufID9JCHnI.data.valid_dl else OuybwfQApNqV.Test
OeWW0F1dBPRQ = r8ufID9JCHnI.data.one_batch(ds_type=LjBBWMAnWNhB, detach=ehT0Px3KOsy9('\x30' + chr(111) + chr(0b100101 + 0o13), ord("\x08")), denorm=ehT0Px3KOsy9(chr(321 - 273) + chr(2529 - 2418) + '\060', 8))[ehT0Px3KOsy9(chr(0b110 + 0o52) + chr(4037 - 3926) + '\060', 8)]
OeWW0F1dBPRQ = [gb6ab8SSTLgq[:ehT0Px3KOsy9('\060' + chr(0b1100000 + 0o17) + chr(0b11111 + 0o22), 8)] for gb6ab8SSTLgq in OeWW0F1dBPRQ] if rOyHzRoSE7pv(OeWW0F1dBPRQ) else OeWW0F1dBPRQ[:ehT0Px3KOsy9('\060' + chr(9255 - 9144) + chr(1462 - 1413), 8)]
r8ufID9JCHnI = r8ufID9JCHnI.FK0vqzZ5gPN6
elif PlSM16l2KDPD(r8ufID9JCHnI, xafqLlk3kkUe(YGzaUG18aF1F, xafqLlk3kkUe(SXOLrMavuUCe(b'\x11vb\x82\x90u'), chr(0b1100100) + '\145' + '\143' + chr(0b1101111) + chr(0b110 + 0o136) + chr(0b1000010 + 0o43))('\165' + chr(0b1100000 + 0o24) + chr(102) + chr(1086 - 1041) + chr(0b10101 + 0o43)))):
OeWW0F1dBPRQ = nSwwHEeM4cxI(r8ufID9JCHnI.parameters()).new(ehT0Px3KOsy9(chr(1608 - 1560) + chr(9562 - 9451) + '\x31', 8), *NLcc3BCJnQka)
else:
raise sznFqDbNBHlx(xafqLlk3kkUe(SXOLrMavuUCe(b'\x05vs\xd7\x8fx\xf0\xe3\x19g\x86\xa5ja\xdb[\x08>\xb2!H\xc5!\x16U\xaf\x8e\xad\x97?\xba\xa8\xcc\xc3\xba"2\xd7\x18\x9427K\x98\x98e\xf3\xf3'), '\144' + chr(101) + '\143' + chr(0b111001 + 0o66) + chr(0b1100100) + '\x65')('\165' + chr(0b1110100) + chr(102) + chr(0b101101) + chr(0b111000)))
with ZbzwADolyeP9(uLWIHSE_KXuh(r8ufID9JCHnI)) as CMfbrZ7aCNwn:
with Eq7ARO5P0kfe(uLWIHSE_KXuh(r8ufID9JCHnI)) as UUXEib2LxymC:
OeWW0F1dBPRQ = r8ufID9JCHnI.eval()(*OeWW0F1dBPRQ) if rOyHzRoSE7pv(OeWW0F1dBPRQ) else r8ufID9JCHnI.eval()(OeWW0F1dBPRQ)
NOWUhJWuP8qU = [gb6ab8SSTLgq.stored.nauYfLglTpcb[ehT0Px3KOsy9('\060' + chr(0b11010 + 0o125) + '\x31', 8):] if gb6ab8SSTLgq.stored is not None else None for gb6ab8SSTLgq in CMfbrZ7aCNwn]
nEbJZ4wfte2w = [gb6ab8SSTLgq.stored if gb6ab8SSTLgq.stored is not None else (None, None) for gb6ab8SSTLgq in UUXEib2LxymC]
(nEbJZ4wfte2w, tcBOCT2nSgcJ) = abA97kOQKaLo(YyaZ4tpXu4lf, pZ0NK2y6HRbn(*nEbJZ4wfte2w))
return (NOWUhJWuP8qU, nEbJZ4wfte2w, tcBOCT2nSgcJ)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
Hook.hook_fn
|
def hook_fn(self, module:nn.Module, input:Tensors, output:Tensors):
"Applies `hook_func` to `module`, `input`, `output`."
if self.detach:
input = (o.detach() for o in input ) if is_listy(input ) else input.detach()
output = (o.detach() for o in output) if is_listy(output) else output.detach()
self.stored = self.hook_func(module, input, output)
|
python
|
def hook_fn(self, module:nn.Module, input:Tensors, output:Tensors):
"Applies `hook_func` to `module`, `input`, `output`."
if self.detach:
input = (o.detach() for o in input ) if is_listy(input ) else input.detach()
output = (o.detach() for o in output) if is_listy(output) else output.detach()
self.stored = self.hook_func(module, input, output)
|
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")",
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"hook_func",
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] |
Applies `hook_func` to `module`, `input`, `output`.
|
[
"Applies",
"hook_func",
"to",
"module",
"input",
"output",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L18-L23
|
train
|
Applies hook_func to module input output.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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) + chr(0b1101111) + chr(1727 - 1678) + chr(0b110110) + '\061', 5942 - 5934), ehT0Px3KOsy9(chr(0b1010 + 0o46) + chr(0b1101111) + chr(0b110011) + chr(785 - 737) + chr(0b1100 + 0o52), 0b1000), ehT0Px3KOsy9(chr(1751 - 1703) + '\157' + chr(856 - 807) + chr(0b100010 + 0o21) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(0b1 + 0o57) + chr(8747 - 8636) + '\061' + '\x32' + chr(0b10111 + 0o34), ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110011) + '\x36' + chr(0b110100), 0o10), ehT0Px3KOsy9(chr(2171 - 2123) + chr(0b1101111) + '\063' + chr(53) + chr(2337 - 2286), 0b1000), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(111) + chr(1883 - 1834) + chr(54) + chr(146 - 95), 0o10), ehT0Px3KOsy9(chr(2125 - 2077) + chr(111) + '\x31' + chr(2265 - 2216) + chr(49), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(10389 - 10278) + '\063' + chr(50) + '\063', 42277 - 42269), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(953 - 903) + '\065' + chr(51), 34057 - 34049), ehT0Px3KOsy9('\060' + '\157' + chr(0b110001) + chr(2577 - 2522) + '\x32', 19717 - 19709), ehT0Px3KOsy9('\060' + chr(0b10 + 0o155) + chr(0b11000 + 0o31) + chr(943 - 894) + chr(0b110111), ord("\x08")), ehT0Px3KOsy9('\060' + chr(9601 - 9490) + chr(0b11101 + 0o24) + '\x32' + '\x35', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(208 - 155), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b101101 + 0o102) + '\063' + chr(0b101100 + 0o4) + chr(0b0 + 0o63), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + '\x32' + chr(55) + chr(0b110100 + 0o2), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(0b1101111) + chr(0b110001) + chr(0b11010 + 0o33), 27124 - 27116), ehT0Px3KOsy9('\x30' + '\157' + chr(49) + '\061', 49970 - 49962), ehT0Px3KOsy9(chr(0b110000) + '\157' + '\061' + chr(0b110101) + '\060', 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101 + 0o142) + chr(0b110011) + chr(0b110011) + chr(0b11 + 0o64), 0b1000), ehT0Px3KOsy9('\060' + chr(0b1111 + 0o140) + '\063' + chr(0b110110) + chr(52), 8), ehT0Px3KOsy9(chr(0b110000) + chr(2818 - 2707) + '\067' + chr(0b110110), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1010011 + 0o34) + chr(2352 - 2302) + chr(0b110100) + chr(55), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(2445 - 2394) + '\x31' + chr(54), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110001) + chr(53) + chr(0b110100), 0b1000), ehT0Px3KOsy9(chr(881 - 833) + chr(0b1101010 + 0o5) + chr(0b110110) + chr(1201 - 1148), ord("\x08")), ehT0Px3KOsy9(chr(0b10000 + 0o40) + chr(11580 - 11469) + chr(1325 - 1274) + '\x31' + chr(0b10011 + 0o42), 0o10), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + chr(0b110011) + chr(50) + chr(1209 - 1155), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b110011) + chr(0b110101) + '\066', 8935 - 8927), ehT0Px3KOsy9(chr(48) + chr(111) + '\x33' + '\x36' + chr(0b100101 + 0o14), 48118 - 48110), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110010) + chr(0b110100) + '\061', 0o10), ehT0Px3KOsy9('\060' + chr(111) + '\062' + chr(52) + chr(51), 0b1000), ehT0Px3KOsy9('\060' + '\157' + chr(178 - 125) + chr(0b10010 + 0o41), 49081 - 49073), ehT0Px3KOsy9('\060' + chr(111) + chr(753 - 704) + chr(1492 - 1437) + chr(0b110101), 0o10), ehT0Px3KOsy9('\x30' + chr(0b1101111) + '\061' + chr(51) + chr(0b101010 + 0o15), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b11 + 0o154) + '\x31' + chr(0b110001) + '\066', 53293 - 53285), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b1011 + 0o46) + '\x30' + '\x32', 1864 - 1856), ehT0Px3KOsy9('\x30' + chr(0b1101101 + 0o2) + '\063' + chr(0b110011) + '\060', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110001) + chr(1731 - 1678) + chr(1423 - 1372), ord("\x08")), ehT0Px3KOsy9(chr(1099 - 1051) + chr(111) + chr(0b110001) + '\x35' + chr(50), 55114 - 55106)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b100101 + 0o112) + chr(1182 - 1129) + chr(0b110000), 0o10)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'_'), '\x64' + chr(0b1100101) + '\x63' + chr(0b1101111) + chr(100) + chr(986 - 885))(chr(2060 - 1943) + '\x74' + chr(102) + chr(45) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def Riz0NeC6LDT5(oVre8I6UXc3b, RqocVGOryNPv, Y3jVKaC8LEDU, e1jVqMSBZ01Y):
if xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x15\xa3)2\x97\x83'), chr(0b1100100) + chr(0b111111 + 0o46) + '\143' + chr(111) + '\144' + '\145')('\x75' + '\164' + chr(7187 - 7085) + '\055' + chr(56))):
Y3jVKaC8LEDU = (gb6ab8SSTLgq.detach() for gb6ab8SSTLgq in Y3jVKaC8LEDU) if rOyHzRoSE7pv(Y3jVKaC8LEDU) else Y3jVKaC8LEDU.detach()
e1jVqMSBZ01Y = (gb6ab8SSTLgq.detach() for gb6ab8SSTLgq in e1jVqMSBZ01Y) if rOyHzRoSE7pv(e1jVqMSBZ01Y) else e1jVqMSBZ01Y.detach()
oVre8I6UXc3b.l7NDbNg5S30w = oVre8I6UXc3b.hook_func(RqocVGOryNPv, Y3jVKaC8LEDU, e1jVqMSBZ01Y)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
Hook.remove
|
def remove(self):
"Remove the hook from the model."
if not self.removed:
self.hook.remove()
self.removed=True
|
python
|
def remove(self):
"Remove the hook from the model."
if not self.removed:
self.hook.remove()
self.removed=True
|
[
"def",
"remove",
"(",
"self",
")",
":",
"if",
"not",
"self",
".",
"removed",
":",
"self",
".",
"hook",
".",
"remove",
"(",
")",
"self",
".",
"removed",
"=",
"True"
] |
Remove the hook from the model.
|
[
"Remove",
"the",
"hook",
"from",
"the",
"model",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L25-L29
|
train
|
Remove the hook from the model.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9(chr(48) + chr(7112 - 7001) + chr(2885 - 2831) + chr(0b10011 + 0o37), 0o10), ehT0Px3KOsy9(chr(48) + chr(5768 - 5657) + chr(50) + chr(0b100011 + 0o21) + chr(887 - 837), 64071 - 64063), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + '\x37' + '\064', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(372 - 320) + chr(0b1000 + 0o51), 59535 - 59527), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110 + 0o54) + '\x35' + '\066', 38985 - 38977), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b110010) + chr(2075 - 2026), 0o10), ehT0Px3KOsy9('\060' + '\157' + '\061' + '\067' + '\066', ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + '\x31' + chr(0b110100 + 0o0) + '\061', 0o10), ehT0Px3KOsy9(chr(1410 - 1362) + chr(459 - 348) + chr(53 - 4) + chr(49) + chr(1778 - 1730), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b110110 + 0o71) + chr(0b0 + 0o62) + chr(1774 - 1724) + chr(0b110011), 27936 - 27928), ehT0Px3KOsy9('\x30' + '\x6f' + '\061' + chr(0b1110 + 0o46), 63625 - 63617), ehT0Px3KOsy9('\060' + '\157' + chr(0b100011 + 0o16) + chr(1764 - 1713) + '\x35', 0o10), ehT0Px3KOsy9(chr(0b101000 + 0o10) + chr(111) + '\x33' + chr(52) + chr(312 - 258), 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(0b10111 + 0o33) + chr(0b10100 + 0o43) + '\x35', ord("\x08")), ehT0Px3KOsy9(chr(1818 - 1770) + '\157' + chr(0b110001) + chr(53) + chr(0b110000), 0b1000), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b1010 + 0o51) + chr(0b100010 + 0o20), ord("\x08")), ehT0Px3KOsy9(chr(0b1101 + 0o43) + chr(7648 - 7537) + '\x31' + chr(50) + '\x36', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110011) + chr(52) + chr(0b110111), 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b10000 + 0o42) + chr(48) + '\064', 0b1000), ehT0Px3KOsy9(chr(48) + chr(5056 - 4945) + chr(1900 - 1851) + '\x32' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1001101 + 0o42) + chr(0b110010) + chr(1568 - 1519) + '\061', 27538 - 27530), ehT0Px3KOsy9('\x30' + chr(6577 - 6466) + chr(0b101001 + 0o11) + '\063' + chr(2499 - 2446), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + chr(51) + chr(274 - 223) + '\063', ord("\x08")), ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\x6f' + chr(811 - 761) + chr(0b10011 + 0o36) + chr(0b10011 + 0o40), 0o10), ehT0Px3KOsy9(chr(1332 - 1284) + chr(0b1101111) + chr(0b100101 + 0o16), 0o10), ehT0Px3KOsy9('\x30' + chr(0b10000 + 0o137) + chr(0b110011) + chr(0b110000 + 0o5) + chr(1908 - 1858), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\x32' + chr(0b100111 + 0o12) + '\065', 47097 - 47089), ehT0Px3KOsy9('\060' + chr(111) + chr(2495 - 2440) + '\x37', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b110000 + 0o3) + '\x30', 0o10), ehT0Px3KOsy9('\x30' + chr(0b10110 + 0o131) + chr(0b110001) + '\x36' + chr(1359 - 1308), 0o10), ehT0Px3KOsy9('\060' + chr(11186 - 11075) + chr(0b10 + 0o57) + chr(299 - 250) + chr(0b100100 + 0o21), 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + '\x31' + chr(654 - 605), 26707 - 26699), ehT0Px3KOsy9('\060' + '\157' + '\x31' + '\x32' + '\060', 52112 - 52104), ehT0Px3KOsy9(chr(0b11111 + 0o21) + chr(0b1000101 + 0o52) + '\x37' + chr(0b110010), 3129 - 3121), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(49) + chr(0b11101 + 0o25), 4260 - 4252), ehT0Px3KOsy9('\x30' + '\157' + '\063' + chr(0b110001) + '\061', 8), ehT0Px3KOsy9(chr(191 - 143) + chr(0b1001011 + 0o44) + chr(0b110001) + chr(0b101011 + 0o5) + chr(53), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(0b101000 + 0o12) + chr(0b110001) + chr(0b101011 + 0o5), 42 - 34), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + '\062' + chr(49) + chr(53), 8), ehT0Px3KOsy9(chr(212 - 164) + chr(0b1101111) + chr(270 - 219) + chr(0b100 + 0o57) + chr(0b1001 + 0o55), ord("\x08"))][WVxHKyX45z_L % ehT0Px3KOsy9('\x30' + '\157' + '\x35' + chr(0b101100 + 0o4), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\x1c'), chr(100) + chr(0b1100101) + chr(0b1100011) + chr(0b1011001 + 0o26) + '\x64' + chr(4661 - 4560))(chr(611 - 494) + chr(8909 - 8793) + chr(0b1000100 + 0o42) + chr(0b101101) + chr(0b10010 + 0o46)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def VyFz6vG9R56f(oVre8I6UXc3b):
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xc7\xd1N\xd8t\x1a'), chr(0b1100100) + '\x65' + '\143' + chr(6448 - 6337) + chr(9809 - 9709) + chr(412 - 311))(chr(117) + chr(0b1110100) + chr(0b111 + 0o137) + chr(821 - 776) + chr(0b111000))):
xafqLlk3kkUe(oVre8I6UXc3b.hook, xafqLlk3kkUe(SXOLrMavuUCe(b'@\xc7\xd1N\xd8t'), chr(1256 - 1156) + '\x65' + '\x63' + chr(0b1101111) + '\144' + '\x65')(chr(0b1000111 + 0o56) + '\164' + chr(2851 - 2749) + '\055' + '\070'))()
oVre8I6UXc3b.rPswSjHsz2cr = ehT0Px3KOsy9('\060' + '\x6f' + '\x31', 43577 - 43569)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
HookCallback.on_train_begin
|
def on_train_begin(self, **kwargs):
"Register the `Hooks` on `self.modules`."
if not self.modules:
self.modules = [m for m in flatten_model(self.learn.model)
if hasattr(m, 'weight')]
self.hooks = Hooks(self.modules, self.hook)
|
python
|
def on_train_begin(self, **kwargs):
"Register the `Hooks` on `self.modules`."
if not self.modules:
self.modules = [m for m in flatten_model(self.learn.model)
if hasattr(m, 'weight')]
self.hooks = Hooks(self.modules, self.hook)
|
[
"def",
"on_train_begin",
"(",
"self",
",",
"*",
"*",
"kwargs",
")",
":",
"if",
"not",
"self",
".",
"modules",
":",
"self",
".",
"modules",
"=",
"[",
"m",
"for",
"m",
"in",
"flatten_model",
"(",
"self",
".",
"learn",
".",
"model",
")",
"if",
"hasattr",
"(",
"m",
",",
"'weight'",
")",
"]",
"self",
".",
"hooks",
"=",
"Hooks",
"(",
"self",
".",
"modules",
",",
"self",
".",
"hook",
")"
] |
Register the `Hooks` on `self.modules`.
|
[
"Register",
"the",
"Hooks",
"on",
"self",
".",
"modules",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L68-L73
|
train
|
Register the Hooks on self. modules.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,slice,sorted,staticmethod,str,sum,super,tuple,type,vars,zip,__builtins__,__cached__,__doc__,__file__,__loader__,__name__,__package__,__spec__
SXOLrMavuUCe = lambda XbwU38w7NW8n: QOfmzcVJsrp8([OeWW0F1dBPRQ ^ [ehT0Px3KOsy9('\060' + chr(9294 - 9183) + chr(2004 - 1953) + chr(0b1011 + 0o51) + '\066', 43696 - 43688), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b110000) + chr(53), 51118 - 51110), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10111 + 0o32) + chr(541 - 491) + '\063', 0b1000), ehT0Px3KOsy9(chr(0b1000 + 0o50) + '\157' + '\062' + '\x37' + chr(0b110101), 0o10), ehT0Px3KOsy9('\060' + chr(3563 - 3452) + chr(0b110001) + '\x35' + chr(49), 0o10), ehT0Px3KOsy9(chr(1397 - 1349) + chr(0b1101111) + chr(647 - 596) + chr(50) + chr(50), ord("\x08")), ehT0Px3KOsy9('\060' + chr(111) + chr(2267 - 2218) + chr(0b1 + 0o65) + chr(2621 - 2569), ord("\x08")), ehT0Px3KOsy9(chr(1029 - 981) + chr(9530 - 9419) + chr(2560 - 2508) + chr(1760 - 1706), ord("\x08")), ehT0Px3KOsy9(chr(1319 - 1271) + '\x6f' + chr(0b10011 + 0o37) + chr(0b11101 + 0o23) + chr(52), 33794 - 33786), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(1612 - 1563) + '\x34' + chr(0b110011), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + '\062' + chr(51) + chr(0b110101), ord("\x08")), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110001 + 0o0) + '\060' + '\065', 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1011100 + 0o23) + chr(0b110001) + '\067' + chr(2318 - 2269), 0b1000), ehT0Px3KOsy9(chr(48) + chr(1372 - 1261) + chr(0b100111 + 0o13) + chr(1824 - 1773) + chr(0b11101 + 0o32), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(50) + '\064' + '\060', 0o10), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b100100 + 0o20) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1967 - 1919) + '\157' + chr(1367 - 1318) + '\x35', 0o10), ehT0Px3KOsy9(chr(48) + '\x6f' + '\062' + chr(0b1101 + 0o52) + chr(53), 8), ehT0Px3KOsy9('\060' + chr(111) + '\061' + chr(51) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9('\060' + '\157' + chr(668 - 617) + chr(0b110101) + '\065', ord("\x08")), ehT0Px3KOsy9(chr(803 - 755) + chr(111) + '\062' + chr(1349 - 1296) + chr(0b110 + 0o52), 17589 - 17581), ehT0Px3KOsy9(chr(1843 - 1795) + chr(306 - 195) + chr(389 - 338) + '\x36' + '\x36', ord("\x08")), ehT0Px3KOsy9(chr(1933 - 1885) + chr(111) + chr(0b10111 + 0o32) + '\065' + '\x30', 0o10), ehT0Px3KOsy9(chr(1322 - 1274) + chr(7912 - 7801) + chr(0b110011) + chr(0b1101 + 0o43) + chr(0b0 + 0o63), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\061' + '\062' + chr(54), 34135 - 34127), ehT0Px3KOsy9(chr(0b110000) + '\x6f' + '\063' + chr(0b100111 + 0o20) + chr(801 - 753), 19067 - 19059), ehT0Px3KOsy9(chr(1521 - 1473) + '\x6f' + chr(0b11111 + 0o24) + chr(0b110100) + '\060', 0o10), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b10111 + 0o130) + '\062' + '\067' + chr(0b110110), 38340 - 38332), ehT0Px3KOsy9(chr(0b101110 + 0o2) + chr(0b1101111) + chr(0b110101) + '\065', 0b1000), ehT0Px3KOsy9(chr(224 - 176) + chr(0b111110 + 0o61) + '\x33' + chr(0b11 + 0o55) + '\065', 8), ehT0Px3KOsy9('\060' + '\x6f' + '\x32' + chr(0b110011) + chr(0b1001 + 0o47), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x31' + chr(1126 - 1077) + '\x31', 61339 - 61331), ehT0Px3KOsy9('\x30' + '\x6f' + chr(52) + chr(1270 - 1218), 0b1000), ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b100001 + 0o20) + '\x31' + chr(0b101 + 0o53), 0o10), ehT0Px3KOsy9(chr(2068 - 2020) + '\x6f' + '\x33' + '\064' + chr(182 - 134), 8), ehT0Px3KOsy9('\060' + chr(111) + '\x32' + '\066' + '\066', ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + '\062' + '\x33' + chr(285 - 232), 8), ehT0Px3KOsy9(chr(740 - 692) + '\157' + chr(55) + '\064', 11772 - 11764), ehT0Px3KOsy9(chr(451 - 403) + chr(0b10001 + 0o136) + '\x33' + '\062', ord("\x08")), ehT0Px3KOsy9('\x30' + '\x6f' + chr(0b110001) + '\x36' + chr(52), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(389 - 341) + chr(0b1000100 + 0o53) + '\x35' + chr(2136 - 2088), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xc8'), '\x64' + '\145' + chr(0b1100011) + chr(111) + chr(0b1100100) + '\x65')('\x75' + '\164' + chr(102) + '\x2d' + chr(0b101011 + 0o15)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def hw8LiNM2DL6Z(oVre8I6UXc3b, **M8EIoTs2GJXE):
if not xafqLlk3kkUe(oVre8I6UXc3b, xafqLlk3kkUe(SXOLrMavuUCe(b'\x8b\xaa7\xc8\x05\xb7\x07'), chr(0b1100100) + chr(0b1001110 + 0o27) + chr(7281 - 7182) + chr(0b1101111) + '\144' + chr(0b10010 + 0o123))(chr(3714 - 3597) + '\x74' + '\x66' + '\055' + chr(0b10100 + 0o44))):
oVre8I6UXc3b.Dm5UcjkJnFvy = [r8ufID9JCHnI for r8ufID9JCHnI in uLWIHSE_KXuh(oVre8I6UXc3b.learn.FK0vqzZ5gPN6) if lot1PSoAwYhj(r8ufID9JCHnI, xafqLlk3kkUe(SXOLrMavuUCe(b'\x91\xa0:\xda\x01\xa6'), chr(100) + '\145' + chr(8640 - 8541) + chr(593 - 482) + '\x64' + chr(101))(chr(0b111000 + 0o75) + chr(0b1110100) + chr(0b101011 + 0o73) + '\055' + chr(2655 - 2599)))]
oVre8I6UXc3b.rxW1_nsw8u9L = IHABBdE8A2S3(oVre8I6UXc3b.Dm5UcjkJnFvy, oVre8I6UXc3b.hook)
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
ActivationStats.hook
|
def hook(self, m:nn.Module, i:Tensors, o:Tensors)->Tuple[Rank0Tensor,Rank0Tensor]:
"Take the mean and std of `o`."
return o.mean().item(),o.std().item()
|
python
|
def hook(self, m:nn.Module, i:Tensors, o:Tensors)->Tuple[Rank0Tensor,Rank0Tensor]:
"Take the mean and std of `o`."
return o.mean().item(),o.std().item()
|
[
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"Tensors",
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"Tuple",
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"Rank0Tensor",
",",
"Rank0Tensor",
"]",
":",
"return",
"o",
".",
"mean",
"(",
")",
".",
"item",
"(",
")",
",",
"o",
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"std",
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] |
Take the mean and std of `o`.
|
[
"Take",
"the",
"mean",
"and",
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"of",
"o",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L91-L93
|
train
|
Take the mean and std of o.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(1845 - 1797) + '\157' + chr(0b101110 + 0o3) + chr(2598 - 2545) + chr(58 - 7), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1000010 + 0o55) + '\062' + chr(1307 - 1256) + '\x30', 5468 - 5460), ehT0Px3KOsy9(chr(48) + chr(649 - 538) + '\x33' + chr(0b110001) + '\x34', 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(49) + chr(0b110010) + chr(0b100111 + 0o17), 0o10), ehT0Px3KOsy9('\x30' + chr(0b101111 + 0o100) + chr(50) + chr(54) + chr(2524 - 2469), ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(0b110001) + chr(0b110100) + '\x37', 0o10), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + '\x33' + '\063', 0b1000), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(92 - 40) + chr(49), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(50) + chr(0b110001 + 0o3) + chr(0b10001 + 0o41), 0o10), ehT0Px3KOsy9(chr(0b110000) + chr(111) + chr(0b110011) + '\065' + chr(0b101 + 0o57), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b111001 + 0o66) + chr(49) + chr(2035 - 1986) + '\x32', ord("\x08")), ehT0Px3KOsy9(chr(0b111 + 0o51) + chr(0b1000001 + 0o56) + '\063' + chr(49) + '\x34', 8), ehT0Px3KOsy9(chr(48) + chr(111) + chr(53) + chr(52), 52032 - 52024), ehT0Px3KOsy9(chr(532 - 484) + chr(111) + chr(2386 - 2335) + chr(0b110110) + chr(0b10100 + 0o35), 0o10), ehT0Px3KOsy9(chr(0b11000 + 0o30) + chr(10882 - 10771) + '\062' + chr(0b100001 + 0o20) + '\x34', 27492 - 27484), ehT0Px3KOsy9('\x30' + chr(5540 - 5429) + chr(49) + chr(1088 - 1038) + chr(50), 55528 - 55520), ehT0Px3KOsy9(chr(48) + chr(0b1101010 + 0o5) + chr(50) + chr(1722 - 1668) + chr(54), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110010) + chr(48), 45407 - 45399), ehT0Px3KOsy9(chr(1917 - 1869) + chr(10651 - 10540) + chr(1908 - 1859) + '\x33' + chr(52), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(6213 - 6102) + chr(0b110011) + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(111) + '\x33' + '\064', 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(2689 - 2578) + chr(0b101100 + 0o7) + chr(0b110110) + chr(0b1011 + 0o54), ord("\x08")), ehT0Px3KOsy9(chr(1657 - 1609) + '\x6f' + '\062' + chr(62 - 10) + '\064', 0b1000), ehT0Px3KOsy9('\x30' + chr(111) + chr(50) + chr(0b100010 + 0o25) + chr(52), ord("\x08")), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(111) + chr(0b11010 + 0o27) + '\x36' + chr(0b1011 + 0o47), 56485 - 56477), ehT0Px3KOsy9('\x30' + chr(2927 - 2816) + chr(0b110010) + chr(48) + chr(50), 16632 - 16624), ehT0Px3KOsy9(chr(0b110000) + chr(0b10001 + 0o136) + '\x32' + chr(0b100 + 0o61) + '\062', ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b10100 + 0o133) + chr(51) + chr(0b100001 + 0o25) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(361 - 250) + '\062' + '\064' + chr(2435 - 2383), 8), ehT0Px3KOsy9(chr(148 - 100) + chr(9766 - 9655) + '\065' + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + chr(49) + '\x36' + '\x36', 0o10), ehT0Px3KOsy9(chr(48) + chr(0b1101111 + 0o0) + chr(1795 - 1744) + chr(0b110111) + chr(0b110010), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b101001 + 0o106) + '\063' + chr(54) + chr(0b110001), 8), ehT0Px3KOsy9(chr(628 - 580) + chr(0b1101111) + '\061' + chr(51) + '\x32', 0o10), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(1815 - 1704) + chr(733 - 684) + chr(0b110000) + '\x30', 0o10), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(0b1101111) + chr(850 - 799) + chr(0b101011 + 0o13) + '\x31', 8), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110111) + '\060', 0o10), ehT0Px3KOsy9(chr(48) + '\157' + chr(1118 - 1068) + chr(52) + chr(1400 - 1351), 0b1000), ehT0Px3KOsy9('\x30' + chr(0b1000111 + 0o50) + chr(0b110010) + '\060', 8), ehT0Px3KOsy9(chr(0b11101 + 0o23) + chr(6053 - 5942) + chr(910 - 861) + chr(0b100100 + 0o14) + chr(53), 0o10)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(111) + '\x35' + '\x30', 55616 - 55608)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'E'), '\144' + '\x65' + chr(99) + '\x6f' + chr(0b1000011 + 0o41) + chr(101))(chr(117) + chr(0b1100010 + 0o22) + chr(0b1100110) + chr(45) + chr(56)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def SjzcWMjGgX7L(oVre8I6UXc3b, r8ufID9JCHnI, WVxHKyX45z_L, gb6ab8SSTLgq) -> MRK8Uzg2En3D[ebIAz2bBxrI8, ebIAz2bBxrI8]:
return (xafqLlk3kkUe(gb6ab8SSTLgq.mean(), xafqLlk3kkUe(SXOLrMavuUCe(b'%\xaf\xa6a\xd27\xcfy\xd8\x96\x03\xfc'), chr(1975 - 1875) + '\145' + chr(0b1000111 + 0o34) + chr(0b110000 + 0o77) + '\x64' + chr(0b1100000 + 0o5))('\x75' + chr(0b1110100) + chr(0b110101 + 0o61) + chr(45) + chr(56)))(), xafqLlk3kkUe(gb6ab8SSTLgq.std(), xafqLlk3kkUe(SXOLrMavuUCe(b'%\xaf\xa6a\xd27\xcfy\xd8\x96\x03\xfc'), '\x64' + '\145' + chr(2454 - 2355) + '\x6f' + chr(8069 - 7969) + chr(0b1100101))('\x75' + '\x74' + chr(0b110010 + 0o64) + chr(1604 - 1559) + chr(0b1 + 0o67)))())
|
fastai/fastai
|
fastai/callbacks/hooks.py
|
ActivationStats.on_batch_end
|
def on_batch_end(self, train, **kwargs):
"Take the stored results and puts it in `self.stats`"
if train: self.stats.append(self.hooks.stored)
|
python
|
def on_batch_end(self, train, **kwargs):
"Take the stored results and puts it in `self.stats`"
if train: self.stats.append(self.hooks.stored)
|
[
"def",
"on_batch_end",
"(",
"self",
",",
"train",
",",
"*",
"*",
"kwargs",
")",
":",
"if",
"train",
":",
"self",
".",
"stats",
".",
"append",
"(",
"self",
".",
"hooks",
".",
"stored",
")"
] |
Take the stored results and puts it in `self.stats`
|
[
"Take",
"the",
"stored",
"results",
"and",
"puts",
"it",
"in",
"self",
".",
"stats"
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/fastai/callbacks/hooks.py#L94-L96
|
train
|
Take the stored results and puts it in self. stats
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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' + '\061' + chr(318 - 269), 0b1000), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101 + 0o142) + chr(50) + chr(0b110000) + chr(54), 0b1000), ehT0Px3KOsy9('\060' + chr(111) + chr(0b110001) + chr(532 - 481) + chr(0b110000 + 0o4), 0o10), ehT0Px3KOsy9('\060' + chr(0b1101000 + 0o7) + '\062' + chr(0b110010) + chr(2031 - 1976), 0o10), ehT0Px3KOsy9('\060' + chr(0b1010 + 0o145) + chr(50) + chr(1480 - 1427) + chr(50), 0o10), ehT0Px3KOsy9(chr(0b10101 + 0o33) + chr(0b1001011 + 0o44) + chr(0b1111 + 0o42) + '\063' + chr(0b110001), 0o10), ehT0Px3KOsy9(chr(0b10100 + 0o34) + '\x6f' + chr(51) + chr(0b11 + 0o57) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + chr(0b1101111) + chr(1904 - 1853) + chr(51) + '\063', 0b1000), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + '\064', ord("\x08")), ehT0Px3KOsy9('\x30' + '\157' + chr(50) + chr(0b110011) + chr(51), ord("\x08")), ehT0Px3KOsy9('\x30' + chr(111) + chr(51) + chr(0b110101) + chr(51), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(0b10111 + 0o35) + '\067', ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(0b1101111) + chr(0b110010) + '\x31' + chr(0b110011), 0o10), ehT0Px3KOsy9('\x30' + chr(0b100000 + 0o117) + chr(0b1011 + 0o47) + chr(125 - 74) + '\061', ord("\x08")), ehT0Px3KOsy9(chr(2268 - 2220) + chr(0b1101111) + '\061' + '\x32' + chr(0b11011 + 0o33), 0o10), ehT0Px3KOsy9('\060' + '\157' + chr(2097 - 2047) + '\x33' + chr(205 - 155), ord("\x08")), ehT0Px3KOsy9(chr(0b101111 + 0o1) + '\157' + '\066' + chr(0b11001 + 0o27), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(3163 - 3052) + chr(50) + chr(2863 - 2808) + chr(53), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(0b110001) + chr(0b110110) + chr(51), 64855 - 64847), ehT0Px3KOsy9('\060' + chr(9805 - 9694) + chr(0b101100 + 0o7) + '\065' + chr(0b110011), 8), ehT0Px3KOsy9('\x30' + chr(6678 - 6567) + '\063' + chr(796 - 747) + chr(1115 - 1062), 24837 - 24829), ehT0Px3KOsy9('\x30' + chr(111) + chr(0b110010) + chr(0b110011) + chr(0b100000 + 0o22), 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(2002 - 1953) + chr(0b1001 + 0o51) + chr(0b110011), 0o10), ehT0Px3KOsy9(chr(0b101 + 0o53) + '\157' + chr(602 - 554), 39411 - 39403), ehT0Px3KOsy9(chr(0b100001 + 0o17) + chr(0b11100 + 0o123) + '\065' + '\x37', 0o10), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\x6f' + chr(2389 - 2339) + chr(0b11010 + 0o27) + '\063', 8), ehT0Px3KOsy9('\x30' + '\x6f' + '\x33' + chr(0b110000) + chr(0b110110), 61264 - 61256), ehT0Px3KOsy9('\060' + chr(111) + chr(0b10100 + 0o42) + chr(49), ord("\x08")), ehT0Px3KOsy9(chr(0b101000 + 0o10) + '\157' + chr(1733 - 1682) + chr(0b100011 + 0o17) + chr(0b101100 + 0o13), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(0b1101111) + chr(50) + chr(2209 - 2159) + '\x30', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110010) + '\x37', 0o10), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(152 - 103) + '\063' + '\065', ord("\x08")), ehT0Px3KOsy9('\060' + chr(7780 - 7669) + chr(0b11011 + 0o34) + chr(2278 - 2226), 0o10), ehT0Px3KOsy9(chr(0b11010 + 0o26) + chr(0b1101111) + '\x31' + chr(0b110100), ord("\x08")), ehT0Px3KOsy9('\060' + chr(4384 - 4273) + chr(2691 - 2636) + chr(72 - 24), ord("\x08")), ehT0Px3KOsy9(chr(0b0 + 0o60) + chr(7417 - 7306) + chr(0b11000 + 0o32) + chr(2551 - 2497) + chr(1762 - 1714), 53816 - 53808), ehT0Px3KOsy9(chr(0b110000 + 0o0) + '\157' + '\x31' + '\060' + '\060', ord("\x08")), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110 + 0o54) + chr(2617 - 2564) + chr(0b110001), ord("\x08")), ehT0Px3KOsy9(chr(300 - 252) + chr(111) + chr(0b11001 + 0o30) + chr(1929 - 1877) + chr(48), 0o10), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111) + chr(0b100000 + 0o22) + chr(51) + chr(51), 8)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + chr(0b1000011 + 0o54) + chr(0b110101) + chr(0b110000), ord("\x08"))] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b"'"), chr(3371 - 3271) + chr(0b110010 + 0o63) + chr(0b10110 + 0o115) + '\x6f' + chr(0b1000100 + 0o40) + chr(101))(chr(117) + '\x74' + chr(4260 - 4158) + chr(0b10101 + 0o30) + '\070') + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def J9LLNH_kQ0hr(oVre8I6UXc3b, e80gRioCjdat, **M8EIoTs2GJXE):
if e80gRioCjdat:
xafqLlk3kkUe(oVre8I6UXc3b.stats, xafqLlk3kkUe(SXOLrMavuUCe(b'h\xf6,\xf2\xc4='), '\x64' + '\145' + chr(0b1100011) + chr(8608 - 8497) + chr(8565 - 8465) + chr(4438 - 4337))(chr(12917 - 12800) + chr(0b100011 + 0o121) + chr(0b101011 + 0o73) + chr(933 - 888) + chr(56)))(xafqLlk3kkUe(oVre8I6UXc3b.hooks, xafqLlk3kkUe(SXOLrMavuUCe(b'e\xb1\x12\xd3\xc8\x17\xb6\xeeG\xa8\xdbP'), chr(6126 - 6026) + chr(0b1100001 + 0o4) + chr(99) + '\x6f' + chr(966 - 866) + '\x65')('\x75' + chr(0b1011110 + 0o26) + '\146' + '\055' + chr(0b111000))))
|
fastai/fastai
|
old/fastai/plots.py
|
plots_from_files
|
def plots_from_files(imspaths, figsize=(10,5), rows=1, titles=None, maintitle=None):
"""Plots images given image files.
Arguments:
im_paths (list): list of paths
figsize (tuple): figure size
rows (int): number of rows
titles (list): list of titles
maintitle (string): main title
"""
f = plt.figure(figsize=figsize)
if maintitle is not None: plt.suptitle(maintitle, fontsize=16)
for i in range(len(imspaths)):
sp = f.add_subplot(rows, ceildiv(len(imspaths), rows), i+1)
sp.axis('Off')
if titles is not None: sp.set_title(titles[i], fontsize=16)
img = plt.imread(imspaths[i])
plt.imshow(img)
|
python
|
def plots_from_files(imspaths, figsize=(10,5), rows=1, titles=None, maintitle=None):
"""Plots images given image files.
Arguments:
im_paths (list): list of paths
figsize (tuple): figure size
rows (int): number of rows
titles (list): list of titles
maintitle (string): main title
"""
f = plt.figure(figsize=figsize)
if maintitle is not None: plt.suptitle(maintitle, fontsize=16)
for i in range(len(imspaths)):
sp = f.add_subplot(rows, ceildiv(len(imspaths), rows), i+1)
sp.axis('Off')
if titles is not None: sp.set_title(titles[i], fontsize=16)
img = plt.imread(imspaths[i])
plt.imshow(img)
|
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] |
Plots images given image files.
Arguments:
im_paths (list): list of paths
figsize (tuple): figure size
rows (int): number of rows
titles (list): list of titles
maintitle (string): main title
|
[
"Plots",
"images",
"given",
"image",
"files",
"."
] |
9fb84a5cdefe5a766cdb792b8f5d8971737b7e67
|
https://github.com/fastai/fastai/blob/9fb84a5cdefe5a766cdb792b8f5d8971737b7e67/old/fastai/plots.py#L22-L39
|
train
|
Plots images given image files.
|
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGLtp_O,sR2sPcm7Zrfn,yROw0HWBk0Qc,j9rjMYnN2BMp,hIlP7994qj8O,_fsda0v2_OKU,o0CgT5HPthxA,DXjfarvgFnbl,RQ6CSRrFArYB,RouZF7bjEXAv,jIl9qoALCRyb,bdLuls3EQFSd,FXUco0R3m83n,V5s4UV3vwoyK,Q6d3QdTENfxw,sbc9gub6LIFp,QWgp4ELTmqy4,_zJ24Vce7wp0,KlPSljPzIJ_u,N5Ee6d9YGQ_x,yDcnbVVBZ5VZ,OTstrxJfIC1n,GXwwnDRMCHJX,a9IKoVgO_m3w,GNd6AVvhYicE,ixtrydDuthdu,n0ZkatoveZpF,eh4BeXwijHpf,ZMHESMWYyt8h,hr2QaoivbFQ2,Iiw8L0MH5qfg,koCeDPYTrOFe,qqrhSmCSbbqk,pz9FlfzsWoy1,BXIwDASQ0Qkq,NL8dtWOpbcjF,_bikzMuRfbJG,sznFqDbNBHlx,ZsDPvpP4xdo3,cW7yQuyEnJ6E,KOHQGQ8qLDWm,NE1Yam2HHroQ,ygAzbDzrvRMh,SBRjvOU1ufVC,hOkXjmluKZfJ,q1QCh3W88sgk,TLbJ60djyws0,rIcPej9ZqMqV,WTxpD_zsEOh2,LgE_IO_tHXvM,Kk1hd194VKEC,OZYzwAeSQh7N,jFWsnpHpAUWz,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp,Lt3jp3Wjtj_1,OgxWTx4GSNFx,Dl48nj1rbi23,gUjKZptQBOom,UVSi4XW7eBIM,TtvdWC885wQi,hyjPAJYKYCCT,WbBjf8Y7v9VN,LXFmLC1F9ebP,QC9iu2kLpS8s,QOfmzcVJsrp8,tzcpInYwBvYW,iDQ_gSK8V7h0,Rurm1zTRfSmY,reqGiMiVQ77y,bsS9P6_LpdIe,sbGAZlkZOtyh,Cf_Qef15s3_F,eX02hlZjMfR0,wLqBDw8l0eIm,g1Uy6IV0tyJQ,f9CsFWzvg0Vq,YlkZvXL8qwsX,MCqssyYhLtLC,bpgWCAbiJWkL,CMUdZtaORwo4,hi1V0ySZcNds,kkSX4ccExqw4,V4roHaS3Ppej,o8rvoPw8ep3k,xafqLlk3kkUe,h0qciNl3EEEj,lot1PSoAwYhj,xfhwxiBOH72k,HcyiPkCViZiX,fOIXYo9a1WNS,z8EhBlYI2Bx4,Y3jVKaC8LEDU,ehT0Px3KOsy9,PlSM16l2KDPD,J6u1YyThfhgG,ZdP978XkGspL,c2A0yzQpDQB3,I7ZO3Ma9cXBb,YyaZ4tpXu4lf,eHmS9durw_Vs,abA97kOQKaLo,tsdjvlgh9gDP,VTYZGD68sBIs,Dx22bkKPdt5d,nSwwHEeM4cxI,sR_24x3xd4bh,xmV2riMOClNT,_fwkIVCGgtAN,Jp8aZ6mjyZZT,eO8Xfv8UVFey,zLUzGokYBM2Z,FL7SmUoxlR9h,k6bl9sLammpH,vQr8gNKaIaWE,S6hV9M2g7fO0,RFiwrCZH9Ie6,jB_HdqgHmVpI,MVEN8G6CxlvR,t0rOMsrOC7R_,W3g84rNiEdDQ,vUlqIvNSaRMa,gDnh40_OUDCn,M8_cKLkHVB2V,xkxBmo49x2An,KNx0Ujaz9UM0,KNyTy8rYcwji,wmQmyeWBmUpv,p1G5VS3dE_Ss,pZ0NK2y6HRbn,HByLaO1XdVEe,pgRJLRS7Iy8j,OZYzwAeSQh7N,tmzuw0hjv33u,RwRZiUMA3VWp,Gbej4oZqKLA6,TqkAMbUz4aLg,rw68imZ2Ikxp=ArithmeticError,AssertionError,AttributeError,BaseException,BlockingIOError,BrokenPipeError,BufferError,BytesWarning,ChildProcessError,ConnectionAbortedError,ConnectionError,ConnectionRefusedError,ConnectionResetError,DeprecationWarning,EOFError,Ellipsis,EncodingWarning,EnvironmentError,Exception,False,FileExistsError,FileNotFoundError,FloatingPointError,FutureWarning,GeneratorExit,IOError,ImportError,ImportWarning,IndentationError,IndexError,InterruptedError,IsADirectoryError,KeyError,KeyboardInterrupt,LookupError,MemoryError,ModuleNotFoundError,NameError,None,NotADirectoryError,NotImplemented,NotImplementedError,OSError,OverflowError,PendingDeprecationWarning,PermissionError,ProcessLookupError,RecursionError,ReferenceError,ResourceWarning,RuntimeError,RuntimeWarning,StopAsyncIteration,StopIteration,SyntaxError,SyntaxWarning,SystemError,SystemExit,TabError,TimeoutError,True,TypeError,UnboundLocalError,UnicodeDecodeError,UnicodeEncodeError,UnicodeError,UnicodeTranslateError,UnicodeWarning,UserWarning,ValueError,Warning,WindowsError,ZeroDivisionError,__build_class__,__debug__,__doc__,__import__,__loader__,__name__,__package__,__spec__,abs,aiter,all,anext,any,ascii,bin,bool,breakpoint,bytearray,bytes,callable,chr,classmethod,compile,complex,copyright,credits,delattr,dict,dir,divmod,enumerate,eval,exec,exit,filter,float,format,frozenset,getattr,globals,hasattr,hash,help,hex,id,input,int,isinstance,issubclass,iter,len,license,list,locals,map,max,memoryview,min,next,object,oct,open,ord,pow,print,property,quit,range,repr,reversed,round,set,setattr,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(0b101101 + 0o102) + '\x32' + chr(0b110011) + '\065', 0b1000), ehT0Px3KOsy9(chr(0b1010 + 0o46) + '\157' + chr(0b100100 + 0o15) + '\x30' + '\064', 0o10), ehT0Px3KOsy9('\060' + chr(0b1101111) + chr(0b110001) + chr(0b110100) + chr(52), 0o10), ehT0Px3KOsy9(chr(0b100111 + 0o11) + '\157' + chr(0b100110 + 0o13) + chr(50) + '\x31', 0o10), ehT0Px3KOsy9('\060' + '\157' + '\063' + chr(0b101 + 0o56) + chr(0b110010), 0b1000), ehT0Px3KOsy9(chr(1863 - 1815) + chr(2107 - 1996) + '\x32' + chr(54) + chr(0b100001 + 0o23), 0b1000), ehT0Px3KOsy9(chr(48) + chr(4637 - 4526) + chr(50) + chr(822 - 774) + chr(476 - 422), 0b1000), ehT0Px3KOsy9(chr(48) + '\157' + chr(0b110010) + '\x31' + chr(0b110001), 56987 - 56979), ehT0Px3KOsy9(chr(0b110000) + chr(4279 - 4168) + chr(1831 - 1781) + chr(54) + '\x31', 32590 - 32582), ehT0Px3KOsy9('\060' + chr(0b1101111) + '\x34' + chr(0b110110), ord("\x08")), ehT0Px3KOsy9(chr(1556 - 1508) + '\x6f' + '\x31' + '\062' + '\x31', 8), ehT0Px3KOsy9('\x30' + chr(0b1100110 + 0o11) + chr(0b110010) + '\x35' + chr(0b1100 + 0o46), 0b1000), ehT0Px3KOsy9(chr(0b11010 + 0o26) + '\157' + chr(50) + '\x32', 3822 - 3814), ehT0Px3KOsy9(chr(0b1111 + 0o41) + chr(0b1101111 + 0o0) + chr(0b110001) + '\064' + chr(0b11011 + 0o25), 0o10), ehT0Px3KOsy9(chr(48) + chr(111) + chr(49) + '\062' + chr(0b1010 + 0o51), ord("\x08")), ehT0Px3KOsy9(chr(48) + chr(111) + chr(1329 - 1280) + '\061' + '\x33', 0o10), ehT0Px3KOsy9('\x30' + '\x6f' + chr(50) + chr(0b110000), 0o10), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1100000 + 0o17) + chr(0b10 + 0o57) + chr(906 - 852), 23443 - 23435), ehT0Px3KOsy9(chr(48) + chr(0b110010 + 0o75) + '\x35' + chr(2197 - 2145), 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(51) + chr(53) + chr(0b110110), 2096 - 2088), ehT0Px3KOsy9(chr(0b101101 + 0o3) + chr(0b1101111) + chr(0b110011) + chr(0b110011) + chr(0b110000), 10686 - 10678), ehT0Px3KOsy9(chr(259 - 211) + '\157' + chr(1587 - 1535) + '\x30', 0b1000), ehT0Px3KOsy9('\x30' + '\x6f' + chr(49) + '\x33', 0b1000), ehT0Px3KOsy9('\060' + '\x6f' + chr(0b110010) + chr(840 - 788), 5711 - 5703), ehT0Px3KOsy9(chr(0b10110 + 0o32) + chr(12168 - 12057) + chr(51) + chr(0b110000) + chr(55), 43273 - 43265), ehT0Px3KOsy9(chr(0b100011 + 0o15) + chr(4593 - 4482) + chr(1124 - 1074) + '\x30' + chr(965 - 914), 0b1000), ehT0Px3KOsy9(chr(0b10100 + 0o34) + chr(111) + chr(1583 - 1534) + chr(53), 0b1000), ehT0Px3KOsy9(chr(48) + chr(2102 - 1991) + chr(0b111 + 0o52) + chr(0b110011) + '\x37', ord("\x08")), ehT0Px3KOsy9(chr(427 - 379) + '\157' + chr(0b110010) + chr(0b110011) + '\x35', 8), ehT0Px3KOsy9(chr(0b110000) + chr(6129 - 6018) + chr(0b11110 + 0o23) + chr(0b1011 + 0o46) + chr(2698 - 2646), 0o10), ehT0Px3KOsy9('\060' + chr(111) + chr(0b11010 + 0o27) + chr(50) + chr(50), ord("\x08")), ehT0Px3KOsy9(chr(0b11110 + 0o22) + '\157' + '\063' + '\067' + '\061', 34742 - 34734), ehT0Px3KOsy9(chr(0b11 + 0o55) + chr(0b1101111) + chr(0b110101), 0o10), ehT0Px3KOsy9(chr(1725 - 1677) + chr(0b1100 + 0o143) + chr(1662 - 1612) + '\x30' + chr(0b1 + 0o61), 58946 - 58938), ehT0Px3KOsy9('\x30' + chr(2707 - 2596) + chr(723 - 673) + chr(0b110000) + chr(0b110110), 8), ehT0Px3KOsy9('\060' + chr(0b1010010 + 0o35) + '\x32' + chr(0b110111), ord("\x08")), ehT0Px3KOsy9(chr(0b100011 + 0o15) + '\157' + chr(50) + chr(0b101000 + 0o15) + chr(0b100001 + 0o21), 8), ehT0Px3KOsy9('\060' + chr(0b1011011 + 0o24) + chr(1599 - 1549) + chr(0b1001 + 0o47) + '\063', 8), ehT0Px3KOsy9('\x30' + '\x6f' + chr(51) + '\064' + chr(797 - 747), ord("\x08")), ehT0Px3KOsy9(chr(0b110000) + '\157' + chr(51) + '\064' + chr(0b110100), 17637 - 17629)][WVxHKyX45z_L % ehT0Px3KOsy9(chr(48) + '\x6f' + chr(0b110101) + chr(1953 - 1905), 0b1000)] for (WVxHKyX45z_L, OeWW0F1dBPRQ) in YlkZvXL8qwsX(XbwU38w7NW8n)])
def NPPHb59961Bv(RqocVGOryNPv, _CF03Rifpmdh):
try:
return jFWsnpHpAUWz(RqocVGOryNPv + xafqLlk3kkUe(SXOLrMavuUCe(b'\xb3'), '\144' + chr(8071 - 7970) + chr(0b1100011) + '\x6f' + '\144' + '\x65')(chr(117) + chr(0b1110000 + 0o4) + '\x66' + chr(0b101101) + chr(0b111000)) + _CF03Rifpmdh)
except yROw0HWBk0Qc:
return jFWsnpHpAUWz(RqocVGOryNPv)
def qh3NsBMI9PKR(sQ_jh2Hlcsmw, EOCd1WZj2r_S=(ehT0Px3KOsy9(chr(0b101100 + 0o4) + '\157' + chr(0b11 + 0o56) + chr(0b110010), 0b1000), ehT0Px3KOsy9('\060' + chr(0b111010 + 0o65) + chr(0b110101), 8)), rAoIgjmAxUis=ehT0Px3KOsy9(chr(2095 - 2047) + '\x6f' + '\x31', 0o10), EK34nljFORFY=None, TIsrZdINubQq=None):
EGyt1xfPT1P6 = eRubm8FH879n.figure(figsize=EOCd1WZj2r_S)
if TIsrZdINubQq is not None:
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\xee1\x14%\xb3\xc0\xea\xec'), '\144' + chr(0b1100101) + chr(0b1001110 + 0o25) + '\157' + chr(100) + chr(1299 - 1198))('\165' + chr(0b1111 + 0o145) + chr(7650 - 7548) + chr(0b101101) + chr(0b111000)))(TIsrZdINubQq, fontsize=ehT0Px3KOsy9(chr(48) + '\157' + chr(0b1110 + 0o44) + chr(48), 8))
for WVxHKyX45z_L in vQr8gNKaIaWE(c2A0yzQpDQB3(sQ_jh2Hlcsmw)):
ryOzkpXaokEu = EGyt1xfPT1P6.add_subplot(rAoIgjmAxUis, lufY0ae7938q(c2A0yzQpDQB3(sQ_jh2Hlcsmw), rAoIgjmAxUis), WVxHKyX45z_L + ehT0Px3KOsy9(chr(48) + chr(9605 - 9494) + '\061', 8))
xafqLlk3kkUe(ryOzkpXaokEu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xfe\x1609\xec\x85\xf7\xf0\xc7Oc\x9e'), chr(0b1100100 + 0o0) + '\145' + '\143' + chr(0b1101111) + chr(654 - 554) + chr(0b1100000 + 0o5))('\x75' + chr(116) + chr(0b1100110) + chr(0b11011 + 0o22) + '\070'))(xafqLlk3kkUe(SXOLrMavuUCe(b'\xd2"\x02'), '\144' + '\145' + chr(0b1010100 + 0o17) + chr(111) + chr(100) + '\145')(chr(117) + chr(0b1110100) + '\x66' + chr(45) + '\070'))
if EK34nljFORFY is not None:
xafqLlk3kkUe(ryOzkpXaokEu, xafqLlk3kkUe(SXOLrMavuUCe(b'\xee!\x10\x0e\xae\xdd\xf2\xe5\xd4'), chr(0b1100100) + '\x65' + chr(6977 - 6878) + '\x6f' + '\x64' + chr(101))(chr(0b110011 + 0o102) + chr(0b1110100) + '\x66' + '\x2d' + chr(56)))(EK34nljFORFY[WVxHKyX45z_L], fontsize=ehT0Px3KOsy9(chr(0b11001 + 0o27) + chr(4220 - 4109) + chr(50) + chr(0b110000), 8))
s63jeLEbd8fs = eRubm8FH879n.imread(sQ_jh2Hlcsmw[WVxHKyX45z_L])
xafqLlk3kkUe(eRubm8FH879n, xafqLlk3kkUe(SXOLrMavuUCe(b'\xf4)\x179\xb5\xc3'), chr(1675 - 1575) + '\x65' + chr(0b111010 + 0o51) + chr(0b10101 + 0o132) + chr(0b111011 + 0o51) + '\145')(chr(0b1000010 + 0o63) + '\164' + chr(2313 - 2211) + '\055' + chr(56)))(s63jeLEbd8fs)
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