U
    <c                     @   st   d dl Zd dlZd dlmZmZmZmZ dZdZ	e
dd eeeeeee	d D ZG dd	 d	eZdS )
    N)FuzzerFuzzedParameterParameterAliasFuzzedSparseTensor   i   c                 c   s   | ]}d | V  qdS )   N .0ir   r   Q/tmp/pip-unpacked-wheel-gikjz4vx/torch/utils/benchmark/op_fuzzers/sparse_unary.py	<genexpr>	   s     r      c                       s$   e Zd Zejdf fdd	Z  ZS )UnaryOpSparseFuzzerFc                    s   t  jtdddddddtddddddd	d
d tdD dd tdD dd tdD tddddddtdddddtdddddgtdddddddd||d
g|d d S ) Ndim_parameterg333333?g?)r   r      T)distributionstrict
sparse_dim皙?namer   r   c                 S   s"   g | ]}t d | ttddqS )k_any_Z
loguniformr   minvalmaxvalr   )r   _MIN_DIM_SIZE_MAX_DIM_SIZEr	   r   r   r   
<listcomp>!   s   z0UnaryOpSparseFuzzer.__init__.<locals>.<listcomp>r   c                 S   s(   g | ] }t d | dd tD dqS )k_pow2_c                 S   s   i | ]}|d t t qS )g      ?)len_POW_TWO_SIZES)r
   sizer   r   r   
<dictcomp>,   s      z;UnaryOpSparseFuzzer.__init__.<locals>.<listcomp>.<dictcomp>r   r   )r   r!   r	   r   r   r   r   )   s
   c              	   S   s<   g | ]4}t d | td| dtd| diddqS )kr   g?r   r   Tr   )r   r   r	   r   r   r   r   /   s     density)g?g?g{Gz?r$   	coalescedg      ?)TFZrandom_valuer   l    uniformr   x)Zk0Zk1Zk2i   i   )
r   r"   r   r   Zmin_elementsZmax_elementsr&   r'   dtypecuda)
parametersZtensorsseed)super__init__r   ranger   )selfr-   r*   r+   	__class__r   r   r/      sR    


3zUnaryOpSparseFuzzer.__init__)__name__
__module____qualname__torchZfloat32r/   __classcell__r   r   r2   r   r      s   r   )Znumpynpr7   Ztorch.utils.benchmarkr   r   r   r   r   r   tupler0   intlog2r!   r   r   r   r   r   <module>   s   

