
    h                     *    S SK r S rS rS rS rS rg)    Nc                  V    [         R                  R                  R                  " U 0 UD6$ )z
Wrapper around torch.ops.quantized_decomposed.quantize_per_channel_group to mitigate
availability issue until it can be supplanted by new quantize_affine function.
)torchopsquantized_decomposedquantize_per_channel_groupargskwargss     Q/home/james-whalen/.local/lib/python3.13/site-packages/torchao/_executorch_ops.py8_quantized_decomposed_quantize_per_channel_group_wrapperr      s$    
 99))DDdUfUU    c                  V    [         R                  R                  R                  " U 0 UD6$ )z
Wrapper around torch.ops.quantized_decomposed.choose_qparams_per_token_asymmetric to mitigate
availability issue until it can be supplanted by new choose_qparams_affine function.
)r   r   r   #choose_qparams_per_token_asymmetricr   s     r   A_quantized_decomposed_choose_qparams_per_token_asymmetric_wrapperr      s,    
 99))MM	 r   c                  V    [         R                  R                  R                  " U 0 UD6$ )z
Wrapper around torch.ops.quantized_decomposed.dequantize_per_channel_group to mitigate
availability issue until it can be supplanted by new choose_qparams_affine function.
)r   r   r   dequantize_per_channel_groupr   s     r   :_quantized_decomposed_dequantize_per_channel_group_wrapperr      s%    
 99))FFWPVWWr   c                  V    [         R                  R                  R                  " U 0 UD6$ )z
Wrapper around torch.ops.quantized_decomposed.quantize_per_token to mitigate
availability issue until it can be supplanted by new choose_qparams_affine function.
)r   r   r   quantize_per_tokenr   s     r   0_quantized_decomposed_quantize_per_token_wrapperr   %   s$    
 99))<<dMfMMr   c                  V    [         R                  R                  R                  " U 0 UD6$ )z
Wrapper around torch.ops.quantized_decomposed.dequantize_per_token to mitigate
availability issue until it can be supplanted by new choose_qparams_affine function.
)r   r   r   dequantize_per_tokenr   s     r   2_quantized_decomposed_dequantize_per_token_wrapperr   -   s$    
 99))>>OOOr   )r   r   r   r   r   r    r   r   <module>r      s'    
VXNPr   