ёivBSSKr"SS5r\"\RRS/S/S/5\"\RRS/S/S /5\"\RR S//S/5\"\RR S//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RRS//S /5\"\RR S//S /5\"\RR"R$SS//S /5/r\"\RR"R(R*S/S/S/5\"\RR"R(R,S/S/S /5/r\RR\RR/r"S S 5rg) Nc,^\rSrSrSrU4SjrSrU=r$) LayerInfoz0 Store the arg names of the inputs and outputs. cR>[TU]5 XlX lX0lX@lgN)super__init__layer input_names weight_names output_names)selfr r r r __class__s k/var/www/html/banglarbhumi/venv/lib/python3.13/site-packages/paddle/quantization/imperative/ptq_registry.pyr LayerInfo.__init__s%  &(()r r r r )__name__ __module__ __qualname____firstlineno____doc__r __static_attributes__ __classcell__rs@rrrs))rrInputFilterOutputXYOutc^\rSrSrSr0r0rSrU4Sjr\ S5r \ S5r \ S5r \ S5r \ S 5rS rU=r$) PTQRegistry@z@ Register the supported layers for PTQ and provide layers info. Fc">[TU]5 gr)rr )rrs rr PTQRegistry.__init__Is rcUR(dS[HnXRUR'M [[-nUHnXR UR'M SUlg)NT) is_initedPTQ_LAYERS_INFOsupported_layers_mapr QUANT_LAYERS_INFOregistered_layers_map)cls layer_infoall_layers_infos r_initPTQRegistry._initLsY}}- =G(()9)9:..0AAO- >H))**:*:;. rcUR5 XR;=(d- [U[URR 555$)z Analyze whether the layer supports quantization. Args: layer(Layer): The input layer can be a python class or an instance. Returns: flag(bool): Whether the layer is supported. )r/r) isinstancetuplekeysr,r s ris_supported_layerPTQRegistry.is_supported_layerWsC 000 J 51166895  rcUR5 XR;=(d- [U[URR 555$)z Analyze whether the layer is register layer_info. Args: layer(Layer): The input layer can be a python class or an instance. Returns: flag(bool): Whether the layer is register layer_info. )r/r+r2r3r4r5s ris_registered_layerPTQRegistry.is_registered_layeresC 111 Z 522779:6  rcTU[;=(d [U[[55$)z Analyze whether the layer is simulated quant layer. Args: layer(Layer): The input layer can be a python class or an instance. Returns: flag(bool): Whether the layer is supported. )SIMULATED_LAYERSr2r3r5s ris_simulated_quant_layer$PTQRegistry.is_simulated_quant_layerss)(( J 5)*-  rcURU5(dS5eURR5Hup#X:Xd[X5(dMUs $ g)z Get the information for the layer. Args: layer(Layer): The input layer can be a python class or an instance. Returns: layer_info(LayerInfo): The layer info of the input layer. z The input layer is not register.N)r9r+itemsr2)r,r layer_keyr-s rr-PTQRegistry.layer_infosZ&&u-- . -&)%>%>%D%D%F !I!Z%A%A!!&Gr)rrrrrr)r+r'r classmethodr/r6r9r=r-rrrs@rr"r"@sI            ""rr")paddlernnConv2DLinear BatchNorm2DAdaptiveMaxPool2DAdaptiveAvgPool2D AvgPool2D MaxPool2DReLUReLU6 HardswishSwishSigmoidSoftmaxTanhquantaddr( quant_layersQuantizedConv2DQuantizedLinearr*r<r"rCrrrZsU ) )fii H:zB fiiuug6 fii##cUB6 fii))C5"ug> fii))C5"ug> fii!!C5"ug6 fii!!C5"ug6 fiinnseR%1 fiiooub5'2 fii!!C5"ug6 fiiooub5'2 fii#UG4 fii#UG4 fiinnseR%1 fiioo!!C:rE7;& $$44      $$44secUUG II$$fii&6&67O"O"r