
    9jQ                        U d Z ddlZddlZddlZddlmZmZmZmZm	Z	m
Z
mZ ddlZddlZddlZddlZej                   j#                         Zexr ej                   j'                         dk\  Zer ej*                  d      ndZer
 ed       Zn	 ed       Z ed       Z ed	       Z ed
       Z ed       Z ed       Z ed       Z ed       Z ed       Z ed       Z  ed       Z! ed       Z" ed       Z# ed       Z$ ed       Z% ed       Z& ed       Z' ed       Z(ejR                  d        Z*d Z+d Z,d Z-d Z.d Z/d Z0d  Z1d! Z2 ed"       Z3e4e5d#<    ed$       Z6e4e5d%<    ed&       Z7e4e5d'<    ed(       Z8e4e5d)<   exr e Z9e4e5d*<    ed+       Z:e4e5d,<   d- Z;d. Z<d/ Z= ed0       Z>e4e5d1<    ed2       Z?e4e5d3<    ed4       Z@e4e5d5<    ed6       ZAe4e5d7<   d8 ZB ed9       ZCe4e5d:<   d; ZDd< ZEd= ZFd> ZGd? ZH ed@       ZIe4e5dA<    edB       ZJe4e5dC<    edD       ZKe4e5dE<    edF       ZLe4e5dG<    edH       ZMe4e5dI<   er 	 ddlNZOeOj                   j                         ZQndJZQdJaUdK ZVejR                  dL        ZWejR                  dfdM       ZXejR                  dN        ZYdfdOdPdQZZdR Z[dS Z\dT Z]dU Z^dV Z_dW Z`dX Za e`       Zb ea       ZcdYej                  j                  dfdZZfdYej                  ej                  j                  dfd[Zhd\ Zid] Zjd^ Zkd_ Zld` Zmda Zndb ZodcZp ej                  ej                  j                   xr$ ej                  j                  du xr
  e]       epk   ddj                  ep       Zves#ej                   j#                         r ewde      yy# eReSeTf$ r dJZQdJZY Nw xY w)gz>This file is allowed to initialize CUDA context when imported.    N)LazyVal
TEST_NUMBATEST_WITH_ROCM	TEST_CUDA
IS_WINDOWSIS_MACOSTEST_XPU   zcuda:0c                      t         S N)r        c/media/conek/DATA/Code/OCR/venv/lib/python3.12/site-packages/torch/testing/_internal/common_cuda.py<lambda>r      s     r   c                      t         xrB t        j                  j                  j	                  t        j
                  dt                    S )N      ?device)r   torchbackendscudnnis_acceptabletensorCUDA_DEVICEr   r   r   r   r      s0    !wu~~/C/C/Q/QRWR^R^_ajuRv/w r   c                  b    t         r(t        j                  j                  j	                         S dS )Nr   )
TEST_CUDNNr   r   r   versionr   r   r   r   r      s     zU^^%9%9%A%A%C WX r   c                      t         j                  j                  r<t        d t         j                  j                  j	                  d      d d D              S dS )Nc              3   2   K   | ]  }t        |        y wr   int).0vs     r   	<genexpr>z<lambda>.<locals>.<genexpr>   s     %Wc!f%W   .r
   r   r   )r   r   hiptuplesplitr   r   r   r   r      sC    [`[h[h[l[l%Wemm6G6G6M6Mc6RSUTU6V%W W rx r   c                      t         j                  j                         xr! t         j                  j                         dk\  S )N)      r   cudais_availableget_device_capabilityr   r   r   r   r      +    ejj557hEJJ<\<\<^bh<h r   c                      t         j                  j                         xr! t         j                  j                         dk\  S )N)   r   r.   r   r   r   r   r      r2   r   c                      t         j                  j                         xr! t         j                  j                         dk\  S )N   r   r.   r   r   r   r   r      r2   r   c                      t         j                  j                         xr! t         j                  j                         dk\  S )N)r7   r,   r.   r   r   r   r   r       r2   r   c                      t         j                  j                         xr! t         j                  j                         dk\  S )N   r   r.   r   r   r   r   r   !   r2   r   c                      t         j                  j                         xr! t         j                  j                         dk\  S Nr;   	   r.   r   r   r   r   r   "   r2   r   c                      t         j                  j                         xr! t         j                  j                         dk\  S N)r?   r   r.   r   r   r   r   r   #   r2   r   c                      t         j                  j                         xr! t         j                  j                         dk\  S N)
   r   r.   r   r   r   r   r   $   +    uzz668jUZZ=]=]=_cj=j r   c                      t         j                  j                         xr! t         j                  j                         dk\  S )N)   r   r.   r   r   r   r   r   %   rE   r   c                     t         j                  j                         xr t         j                  j                  d uxr t         j                  j	                         dk(  xr) t        t         j                  j                  d d       dk\  xsL t         j                  j	                         dk(  xr) t        t         j                  j                  d d       dk  S )N)   r   r
      )rD      )r   r/   r0   r   r1   r!   r   r   r   r   r   '   s    %**113 i8J8JRV8V iJJ446'Agc%--J\J\]_^_J`FaegFg hJJ446'Afc%--J\J\]_^_J`FadfFf r   c                      t         j                  j                         xr( t         j                  j                         dv xs t        S )N))r7   r
   )r;   r7   )r   r/   r0   r1   IS_THORr   r   r   r   r   *   s1    EJJ335}5::;[;[;]aq;q;|u| r   c                      t         j                  j                         xr! t         j                  j                         dk(  S r=   r.   r   r   r   r   r   +   +    %**113d

8X8X8Z^d8d r   c                      t         j                  j                         xr! t         j                  j                         dk(  S rA   r.   r   r   r   r   r   ,   rO   r   c                      t         j                  j                         xr! t         j                  j                         dk(  S rC   r.   r   r   r   r   r   -   s+    5::224f9Y9Y9[_f9f r   c                      t         j                  j                         xr$ t         j                  j                         d   dk(  S )Nr   rG   r.   r   r   r   r   r   .   s1    5::224d9Y9Y9[\]9^bd9d r   c              #   f  K   t         j                  j                  j                         }t         j                  j                  j                  |        	 d  t         j                  j                  j                  |       y # t         j                  j                  j                  |       w xY wwr   )r   r   r/   preferred_blas_library)backendprev_backends     r   blas_library_contextrW   0   so     >>&&==?L	NN..w7A22<@22<@s   AB1B *B1+B..B1c                     t         j                  j                         syt         j                  j                  d      j                  }t
        j                  j                  d|      t        fd| D              S )NFr/   /PYTORCH_DEBUG_FLASH_ATTENTION_GCN_ARCH_OVERRIDEc              3   &   K   | ]  }|v  
 y wr   r   )r"   archeffective_archs     r   r$   z+evaluate_gfx_arch_within.<locals>.<genexpr>@   s     <$t~%<s   )	r   r/   r0   get_device_propertiesgcnArchNameosenvirongetany)	arch_listgcn_arch_namer\   s     @r   evaluate_gfx_arch_withinre   9   sY    ::""$JJ44V<HHMZZ^^$UWdeN <)<<<r   c                      t        ddg      S )Ngfx942gfx950re   r   r   r   CDNA3OrLaterrj   B       #Xx$899r   c                      t        ddg      S )Ngfx90arg   ri   r   r   r   CDNA2OrLaterrn   E   rk   r   c                      t         r9g d} t        j                  j                  dd      dk7  r| g dz  } t	        |       S t
        rt         xr t        S t        ryyN)rm   rg   gfx1100gfx1201rh   'TORCH_ROCM_AOTRITON_ENABLE_EXPERIMENTAL0)gfx1101gfx1102gfx1150gfx1151gfx1200TF)	r   r_   r`   ra   re   r   r   SM80OrLaterr	   rc   s    r   *evaluate_platform_supports_flash_attentionr|   H   sQ    H	::>>CSISPPPI'	22~-+-r   c                  `    t         r(t        j                  j                  j	                         S y)NF)r   r   r   r/   is_ck_sdpa_availabler   r   r   "evaluate_platform_supports_ck_sdpar   T   s!    ~~""7799r   c                      t         r9g d} t        j                  j                  dd      dk7  r| g dz  } t	        |       S t
        ryt        ryyrp   )r   r_   r`   ra   re   r   r	   r{   s    r   .evaluate_platform_supports_efficient_attentionr   Z   sG    H	::>>CSISPPPI'	22r   c                  6    t          xr t        xr	 t        dk\  S )Ni_ )r   rz   TEST_CUDNN_VERSIONr   r   r   *evaluate_platform_supports_cudnn_attentionr   f   s    QKQ5G55PQr   c                     t         ryt               dk\  syt        j                  j                  j                  t        j                  j                  j                        } | yt        | j                  d      d         dk\  S )NFrG   r;   r&   r   i:  	r   _get_torch_cuda_versionr   utilscollect_envget_nvidia_driver_versionrunr!   r*   driver_versions    r   (evaluate_platform_supports_green_contextr   i   i    "$/[[,,FFu{{G^G^GbGbcN~##C(+,33r   c                      t               S r   )r|   r   r   r   r   r   s   
    :d:f r   !PLATFORM_SUPPORTS_FLASH_ATTENTIONc                      t               S r   )r   r   r   r   r   r   t   s
    <j<l r   #PLATFORM_SUPPORTS_MEM_EFF_ATTENTIONc                      t               S r   )r   r   r   r   r   r   u   r   r   !PLATFORM_SUPPORTS_CUDNN_ATTENTIONc                  .    t         xs t        xs t        S r   )r   r   r   r   r   r   r   r   w   s    :[ ;V2S;V2U r   !PLATFORM_SUPPORTS_FUSED_ATTENTIONPLATFORM_SUPPORTS_FUSED_SDPAc                      t               S r   )r   r   r   r   r   r   }   
    2T2V r   PLATFORM_SUPPORTS_CK_SDPAc                      t         j                  j                  rt        S t         j                  j                  ryt
        ryy)NTF)r   r   r/   rz   r(   r	   r   r   r   evaluate_platform_supports_bf16r      s.    }}				r   c                      t         j                  j                  rt        S t         j                  j                  r	t
        dk\  S y)Nr:   F)r   r   r/   rz   r(   ROCM_VERSIONr   r   r   'evaluate_platform_supports_bf16_atomicsr      s0    }}			v%%r   c                  J    t         j                  j                  r	t        dk\  S y)Nr:   T)r   r   r(   r   r   r   r   'evaluate_platform_supports_half_atomicsr      s    }}v%%r   c                      t               S r   )r   r   r   r   r   r      s
    /N/P r   PLATFORM_SUPPORTS_BF16c                      t               S r   )r   r   r   r   r   r      
    7^7` r   PLATFORM_SUPPORTS_BF16_ATOMICSc                      t               S r   )r   r   r   r   r   r      r   r   PLATFORM_SUPPORTS_HALF_ATOMICSc                      t               S r   )r   r   r   r   r   r      s
    8`8b r   PLATFORM_SUPPORTS_GREEN_CONTEXTc                     t         ryt               dk\  syt        j                  j                  j                  t        j                  j                  j                        } | yt        | j                  d      d         dk\  S )NF)rJ   rK   r&   r   iN  r   r   s    r   +evaluate_platform_supports_workqueue_configr      r   r   c                      t               S r   )r   r   r   r   r   r      
    ;f;h r   "PLATFORM_SUPPORTS_WORKQUEUE_CONFIGc                     t         j                  j                         rt         j                  j                  rmdg} t
        dk\  r| j                  dg       t
        dk\  r| j                  d       | D ]/  }|t         j                  j                  d      j                  v s/ y yt        xs! t         j                  j                         d	k(  S t         j                  j                         ryy)
Ngfx94)r4   r-   gfx120)r4   r,   gfx95r   TFr>   )r   r/   r0   r   r(   r   extendappendr]   r^   SM90OrLaterr1   xpuarchsr[   s     r   evaluate_platform_supports_fp8r      s    zz ==IEv%hZ(v%W%  5::;;A>JJJ  N%**"B"B"D"NNyyr   c                  F   t         j                  j                         rt         j                  j                  rZdt         j
                  j                         vryddg} | D ]/  }|t         j                  j                  d      j                  v s/ y yt        xr t         S y)NUSE_MSLKFrg   rh   r   T)r   r/   r0   r   r(   
__config__showr]   r^   r   SM100OrLaterr   s     r   +evaluate_platform_supports_fp8_grouped_gemmr      s    zz ==!1!1!6!6!88x(E  5::;;A>JJJ 
  3|#33r   c                      t         j                  j                         rUt         j                  j                  r5t
        dk\  r+dt         j                  j                  d      j                  v S yt        S y)Nr6   rh   r   F)	r   r/   r0   r   r(   r   r]   r^   r   r   r   r   "evaluate_platform_supports_mx_gemmr      sW    zz ==v%5::#C#CA#F#R#RRR   r   c                      t         j                  j                         rDt         j                  j                  s*dt         j
                  j                         v } | xr t        S y)Nr   F)r   r/   r0   r   r(   r   r   IS_SM100)built_with_mslks    r   -evaluate_platform_supports_mxfp8_grouped_gemmr      sE    zz ):):$(8(8(=(=(??+8+r   c                     t         j                  j                         rt         j                  j                  r+dt         j                  j                  d      j                  v S t        xs! t         j                  j                         dk(  xrU t         j                  j                  j                         xr+ t         j                  j                  j                         dk\  S y)Nrh   r   r>   iZ  F)r   r/   r0   r   r(   r]   r^   r   r1   r   
cusparseltr   r   r   %evaluate_platform_supports_fp8_sparser      s    zz ==uzz??BNNNN L

 @ @ Bf L ?NN--::<?NN--5573>
 r   c                      t               S r   )r   r   r   r   r   r      r   r   PLATFORM_SUPPORTS_MX_GEMMc                      t               S r   )r   r   r   r   r   r      s
    .L.N r   PLATFORM_SUPPORTS_FP8c                      t               S r   )r   r   r   r   r   r      s
    5Z5\ r   PLATFORM_SUPPORTS_FP8_SPARSEc                      t               S r   )r   r   r   r   r   r      r   r   "PLATFORM_SUPPORTS_FP8_GROUPED_GEMMc                      t               S r   )r   r   r   r   r   r      s
    =j=l r   $PLATFORM_SUPPORTS_MXFP8_GROUPED_GEMMFc                      t         st        d      t        sIt        t        j
                  j                               D ]  } t	        j                  dd|          day y )Nz?CUDA must be available when calling initialize_cuda_context_rngrK   zcuda:r   T)r   AssertionError__cuda_ctx_rng_initializedranger   r/   device_countrandn)is    r   initialize_cuda_context_rngr      sT    ^__%uzz..01 	/AKKE!+.	/%)"	 &r   c               #     K   t         j                  j                  j                  j                  } 	 dt         j                  j                  j                  _        t         j                  j
                  j                  d d d d      5  d  d d d        | t         j                  j                  j                  _        y # 1 sw Y   3xY w# | t         j                  j                  j                  _        w xY ww)NFenabled	benchmarkdeterministic
allow_tf32r   r   r/   matmulr   r   flagsold_allow_tf32_matmuls    r   tf32_offr     s     !NN//66AAF05""-^^!!''TXej'k 		 1F""-	 	 1F""-5   /C9AC B?C *C9?CC +C66C9c              #   8  K   t         j                  j                  j                  j                  }| j
                  }	 dt         j                  j                  j                  _        || _        t         j                  j                  j                  d d d d      5  d  d d d        |t         j                  j                  j                  _        || _        y # 1 sw Y   :xY w# |t         j                  j                  j                  _        || _        w xY ww)NTr   )r   r   r/   r   r   	precisionr   r   )selftf32_precisionr   old_precisions       r   tf32_onr     s     !NN//66AANNM'04""-'^^!!''TXei'j 		 1F""-&		 	 1F""-&s5   ;DAC% C C% (1DC"C% %2DDc               #     K   t         j                  j                  j                  j                  } 	 dt         j                  j                  j                  _        t         j                  j
                  j                  dddd      5  d ddd       | t         j                  j                  j                  _        y# 1 sw Y   3xY w# | t         j                  j                  j                  _        w xY ww)z
    Context manager to temporarily enable TF32 for CUDA operations.
    Restores the previous TF32 state after exiting the context.
    TNr   r   r   s    r   tf32_enabledr     s      "NN//66AAF04""-^^!!''D ( 
 	 	
 1F""-	 	
 1F""-r   T)only_ifc                ,     d  fdfd}|S )Nc                 P    t               5   |        d d d        y # 1 sw Y   y xY wr   r   )r   function_calls     r   with_tf32_disabledz+tf32_on_and_off.<locals>.with_tf32_disabledM  s!    Z 	O	 	 	s   %c                 V    t        |       5   |        d d d        y # 1 sw Y   y xY wr   )r   )r   r   r   s     r   with_tf32_enabledz*tf32_on_and_off.<locals>.with_tf32_enabledQ  s'    T>* 	O	 	 	s   (c                      t        j                         j                  }t        |j	                               t        j                          fd       }|S )Nc                     j                  t        | d             t        j                  j	                         xr }dv r)|xr% t        j
                  d         j                  dk(  }dv r)|xr% d   t        j                  t        j                  hv }|r! d   fd        d   fd       y  d	i  y )
NFstrictr   r/   dtyper   c                        di S Nr   r   fkwargss   r   r   zCtf32_on_and_off.<locals>.wrapper.<locals>.wrapped.<locals>.<lambda>b  s    1;v; r   c                        di S r  r   r  s   r   r   zCtf32_on_and_off.<locals>.wrapper.<locals>.wrapped.<locals>.<lambda>c  s    !+f+ r   r   )	updatezipr   r/   is_tf32_supportedr   typefloat32	complex64)argsr  cond	arg_namesr  r   r   r   s    ` r   wrappedz1tf32_on_and_off.<locals>.wrapper.<locals>.wrappedY  s    MM#ie<=:://1=gD6!OfX.>!?!D!D!N& UU]]EOO4T!T"6&>3FG!&.2EFFr   )inspect	signature
parametersr)   keys	functoolswraps)r  paramsr  r  r   r   r   s   `  @r   wrapperz tf32_on_and_off.<locals>.wrapperU  sK    ""1%00&++-(				 
	 r   r   )r   r   r  r   r   s   `` @@r   tf32_on_and_offr  L  s    & Nr   c                 B     t        j                          fd       }|S )Nc                  T    t               5   | i |cd d d        S # 1 sw Y   y xY wr   r   )r  r  r  s     r   r  zwith_tf32_off.<locals>.wrappedp  s*    Z 	&d%f%	& 	& 	&s   ')r  r  )r  r  s   ` r   with_tf32_offr  o  s%    __Q& & Nr   c                  ^   dt         j                  j                         vryt         j                  j                         j                  d      } t         j                  j                         | t	        d      z   d  j                  d      d   }t        d |j                  d      D              S )NMagmar'   zMagma 
r   c              3   2   K   | ]  }t        |        y wr   r    r"   xs     r   r$   z%_get_magma_version.<locals>.<genexpr>|  s     8AQ8r%   r&   )r   r   r   findlenr*   r)   )positionversion_strs     r   _get_magma_versionr'  w  s    e&&++--$$&++H5H""'')(S]*B*CDJJ4PQRSK8!2!23!7888r   c                      t         j                  j                  yt        t         j                  j                        } t	        d | j                  d      D              S )Nr'   c              3   2   K   | ]  }t        |        y wr   r    r!  s     r   r$   z*_get_torch_cuda_version.<locals>.<genexpr>       9AQ9r%   r&   )r   r   r/   strr)   r*   )cuda_versions    r   r   r   ~  sE    }}!u}}))*L9!3!3C!8999r   c                      t         rt        j                  j                  yt	        t        j                  j                        } | j                  dd      d   } t        d | j                  d      D              S )Nr'   -rK   maxsplitr   c              3   2   K   | ]  }t        |        y wr   r    r!  s     r   r$   z*_get_torch_rocm_version.<locals>.<genexpr>  r*  r%   r&   r   r   r   r(   r+  r*   r)   )rocm_versions    r   _get_torch_rocm_versionr4    sa    U]]..6u}}(()L%%cA%6q9L9!3!3C!8999r   c                      t         sy 	 t        j                  j                         } | | dk(  ry | dz  }| dz  dz  }| dz  }|||fS # t        t
        f$ r Y y w xY w)Nr   i'  d   )r   r   _C_cuda_getHipblasltVersionAttributeErrorRuntimeError)version_intmajorminorpatchs       r   _get_torch_hipblaslt_versionr?    sx     hh88:+"2u$u$,c!ue$$L) s   %A A AAc                      t          S r   )r   r   r   r   !_check_cusparse_generic_availablerA    s    r   c                     t         syt        j                  j                  syt	        t        j                  j                        } | j                  dd      d   } t        d | j                  d      D              }|d u xs |dk   S )	NFr.  rK   r/  r   c              3   2   K   | ]  }t        |        y wr   r    r!  s     r   r$   z5_check_hipsparse_generic_available.<locals>.<genexpr>  s     G!s1vGr%   r&   )r,   rK   r2  )r3  rocm_version_tuples     r   "_check_hipsparse_generic_availablerE    s{    ==u}}(()L%%cA%6q9LG|/A/A#/FGG"d*I.@6.IJJr   r/   c                 "   t         j                  j                  t         j                  j                  dd      t         j                  j                  dd            j	                  |       }t         j                  j                  t         j                  j                  dd      t         j                  j                  dd            j	                  |       }t        j
                         5  t        |j                         |j                         d      D ]  \  }}|j                  |        	 d d d        ddi}||j                  |        ||j                         fi |} ||j                         fi |}	||||	fS # 1 sw Y   TxY w)Nr;   r   Tr   lrr   )
r   nn
SequentialLineartono_gradr  r  copy_r  )
r   optimizer_ctoroptimizer_kwargsmod_controlmod_scalingcsr  opt_controlopt_scalings
             r   !_create_scaling_models_optimizersrV    sA    ((%%ehhooa&;UXX__QPQ=RSVV^dVeK((%%ehhooa&;UXX__QPQ=RSVV^dVeK	 ..0+2H2H2JSWX 	DAqGGAJ	 C[F#&' !7!7!9DVDK !7!7!9DVDK[+== s   -AFFc           	         t        j                  d||       t        j                  d||       ft        j                  d||       t        j                  d||       ft        j                  d||       t        j                  d||       ft        j                  d||       t        j                  d||       fg}t         j                  j                         j	                  |       }d}t        | ||      |||fz   S )N)r;   r;   )r   r   r
   )r   rN  rO  )r   r   rH  MSELossrK  rV  )r   r   rN  rO  dataloss_fn	skip_iters          r   _create_scaling_caser\    s    [[uV<ekk&X]fl>mn[[uV<ekk&X]fl>mn[[uV<ekk&X]fl>mn[[uV<ekk&X]fl>mnpD
 hh ##F+GI,nGW	w	"# #r   c                 <    t         s| S t        j                  |       S r   )IS_SM89unittestexpectedFailurefuncs    r   xfailIfSM89rc        4BH$<$<T$BBr   c                 <    t         s| S t        j                  |       S r   )IS_SM90r_  r`  ra  s    r   xfailIfSM90rg    rd  r   c                 V    t         r"t               dk  rt        j                  |       S | S )zUxfail on SM89 only for CUDA < 13. On CUDA 13+, test should pass on all architectures.)rJ   r   )r^  r   r_  r`  ra  s    r   xfailIfSM89PreCUDA13ri    s&    *,w6''--Kr   c                 <    t         s| S t        j                  |       S r   )r   r_  r`  ra  s    r   xfailIfSM100OrLaterrk        #4G)A)A$)GGr   c                 <    t         s| S t        j                  |       S r   )SM120OrLaterr_  r`  ra  s    r   xfailIfSM120OrLaterro    rl  r   c                 <    t         s| S t        j                  |       S r   )IS_SM12Xr_  r`  ra  s    r   xfailIfSM12Xrr    s    4CX%=%=d%CCr   c                 H    t         st        s| S t        j                  |       S r   )r   	IS_JETSONr_  r`  ra  s    r   xfailIfDistributedNotSupportedru    s     I4RH4L4LT4RRr   r   z2Requires CUDA {}.{} to match Tritons ptxas versionz(CUDA should not be initialized on import)gh㈵>)x__doc__r  r   
torch.cuda$torch.testing._internal.common_utilsr   r   r   r   r   r   r	   r  
contextlibr_   r_  r/   is_initialized"CUDA_ALREADY_INITIALIZED_ON_IMPORTr   TEST_MULTIGPUr   r   r   r   r   SM53OrLaterSM60OrLaterSM70OrLaterSM75OrLaterrz   SM89OrLaterr   r   rn  rM   rt  r^  rf  r   rq  contextmanagerrW   re   rj   rn   r|   r   r   r   r   r   bool__annotations__r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   
numba.cudanumbar0   TEST_NUMBA_CUDAImportErrorr:  OSErrorr   r   r   r   r   r  r  r'  r   r4  r?  rA  rE  TEST_CUSPARSE_GENERICTEST_HIPSPARSE_GENERICoptimSGDrV  floatr\  rc  rg  ri  rk  ro  rr  ru  TRITON_PTXAS_VERSIONskipIfr   r   r(   formatrequires_triton_ptxas_compatr   r   r   r   <module>r     s   F         	  &+ZZ%>%>%@ " <ejj5571<(1lell8$t*+JwxJXY xyhihihihihihihijkjk
 i j }~	
d
e
d
efgdeA A=::

R4 +22f*g !4 g,34l,m #T m*12f*g !4 g*1 3V +W !4 W &/%E~3E d E")*V"W 4 W  ''PQ  Q'./`'a  a'./`'a  a(/0b(c  c4 ,33h+i "D i&
 #**V"W 4 W%&NO t O%,-\%] d ]+23h+i "D i-45l-m $d m**113
 O # * F F 
' 
' F FXD F9:: 	K :; ;=  .4EKKOOfj >$ !'ekk%++//lp #CCHHDS  .x5==3D3D/D 0d38==3D3D3L0d3J3LOc3c/j/c/j/j  mA  0B C  *zz  "GHH # *A w/ 
s   N7 7OO