
    wiZ                       d dl mZ d dlZd dlmZ d dlmZ d dlZd dlZd dl	Zd dl
Zd dlmZmZ erd dlmZ ej                            dd          Zej                            dd          Zej                            d	d          Zej                            d
d          Zej                            dd          Z e            Z G d de          Zedk    r ej                     dS dS )    )annotationsN)TYPE_CHECKING)TestShapeInferenceHelper)AttributeProto	TypeProto)Sequence            
   c                  0    e Zd ZddZdd	Zd
 Zd Zd ZdS )TestFunctionInferencefunction_textstrinput_typesSequence[TypeProto]
attributesSequence[AttributeProto]expected_output_typesc                B   t           j                            |          }t           j                            |||          }|                     t          |          t          |                     t          ||d          D ]\  }}|                     ||           d S )NT)strict)	onnxparserparse_functionshape_inferenceinfer_function_output_typesassertEquallenzip_compare_value_infos)	selfr   r   r   r   functionresultexpectedactuals	            q/root/.openclaw/workspace/chatterbox_venv_py311/lib/python3.11/site-packages/onnx/test/function_inference_test.py_checkzTestFunctionInference._check   s     ;--m<<%AAk:
 
 	233S[[AAA #$96$ O O O 	8 	8Hf%%h7777	8 	8    c                    t           j                            |          fd}|                     t           j        j        |           d S )Nc                 J    t           j                                        d S )N)r   r   r   )r   r#   r   s   r'   invoke_inferencez<TestFunctionInference._check_fails.<locals>.invoke_inference4   s/     <<+z    r)   )r   r   r   assertRaisesr   InferenceError)r"   r   r   r   r,   r#   s     `` @r'   _check_failsz"TestFunctionInference._check_fails,   sd     ;--m<<	 	 	 	 	 	 	
 	$.=?OPPPPPr)   c                    d}|                      |t          t          gg t          g           |                      |t          t          gg t          g           |                     |t          t          gg            d S )Nz
            <opset_import: [ "" : 18 ], domain: "local">
            f (y, z) => (w) {
                x = Add(y, z)
                w = Mul(x, y)
            }
        )r(   float_type_int32_type_r/   r"   codes     r'   test_fi_basicz#TestFunctionInference.test_fi_basic;   sl     	D;4b;-HHHD;4b;-HHH$k :B?????r)   c                   d}t           j                            dd          }|                     |t          g|gt
          g           t           j                            dd          }|                     |t          g|gt          g           d S )Nz
            <opset_import: [ "" : 18 ], domain: "local">
            CastTo <dtype> (x) => (y) {
                y = Cast <to : int = @dtype> (x)
            }
        dtyper   r   )r   helpermake_attributer(   r1   r2   float16_type_)r"   r4   dtype_6dtype_10s       r'   test_fi_attributez'TestFunctionInference.test_fi_attributeG   s{     +,,Wa88D;-'[MBBB;--gr::D;-(m_EEEEEr)   c                   d}|                      |t          gg t          g           |                      |t          t          gg t          g           d}|                      |t          t          t          gg t          g           |                      |t          t          t          gg t          g           |                      |t          t          t          gg t          g           d}|                      |t          t          t          gg t          g           |                     |t          t          t          gg            d S )Nz
            <opset_import: [ "" : 18 ], domain: "local">
            DoReduce (x, axes) => (y) {
                y = ReduceMax (x, axes)
            }
        z
            <opset_import: [ "" : 18 ], domain: "local">
            Quantize (x, scale, zero_point) => (y) {
                y = QuantizeLinear (x, scale, zero_point)
            }
        z
            <opset_import: [ "" : 18 ], domain: "local">
            DoClip (x, min, max) => (y) {
                y = Clip (x, min, max)
            }
        )r(   r1   no_type_
int8_type_uint8_type_r/   r3   s     r'   test_fi_optional_inputz,TestFunctionInference.test_fi_optional_inputT   s    	D;-k];;;D;12}EEE 	D;Z@"zlSSSD;[A2}UUUD;X>[MRRR 	D;+>[MRRR 	$h
 CRHHHHHr)   N)r   r   r   r   r   r   r   r   )r   r   r   r   r   r   )__name__
__module____qualname__r(   r/   r5   r=   rB    r)   r'   r   r      sx        8 8 8 8Q Q Q Q
@ 
@ 
@F F F"I "I "I "I "Ir)   r   __main__)
__future__r   unittesttypingr   shape_inference_testr   r   onnx.helperonnx.parseronnx.shape_inferencer   r   collections.abcr   r8   make_tensor_type_protor1   rA   r@   r2   r:   r?   r   rC   mainrF   r)   r'   <module>rR      s   # " " " " "              9 9 9 9 9 9              * * * * * * * * )((((((k00D99k00D99[//488
k00D99222t<<9;;ZI ZI ZI ZI ZI4 ZI ZI ZIz zHMOOOOO r)   