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Get & Set resume

GET

In this section youโ€™ll find a list of all get functionalitiesย available.

ย ICONSRESUME
Get all gradientGets the gradients of all layers contained in the model.
Get gradient by indexGets the weights of the selected layer by the index of this layer.
Get gradient by nameGets the weights of the layer selected by the name of this layer.
Get all store gradientGets for all layers contained in the model the status of the boolean โ€œstore_gradient?โ€.
Get store gradient by indexGets for the layer selected by the index given as input the status of the boolean โ€œstore_gradient?โ€.
Get store grad by nameGets for the layer selected by the name given as input the status of the boolean โ€œstore_gradient?โ€.
Get all index/nameGets the index and name of all layers contained in the model.
Get index by nameGets the index of the layer selected by the name given as input.
Get name by indexGets the name of the layer selected by the index given as input.
Get all “lda_coeff”Gets the loss derivative attenuation coefficient of all layers contained in the model.
Get “lda_coeff” by indexGets the loss derivative attenuation coefficient of layer selected by the index given as input.
Get “lda_coeff” by nameGets the loss derivative attenuation coefficient of layer selected by the name given as input.
Get all parametersGets for every layer the parameters cluster.
Get parameters by indexGets the parameter of the layer selected by the index given as input.
Get parameters by nameGets the parameter of the layer selected by the name given as input.
Get all optimizersGets for every layer the optimizer parameters cluster.
Get optimizer by indexGets the optimizer parameters for the layer selected by the index given as input.
Get optimizer by nameGets the optimizer parameters for the layer selected by the name given as input.
Get all activationsGets the activations for every layers in the model.
Get activation by indexGets the activations of the layer selected by the index given as input.
Get activation by nameGets the activations of the layer selected by the name given as input.
Get all training statusGets for all layers contained in the model the state of the boolean โ€œtraining_statusโ€.
Get training status by indexGets the boolean โ€œtraining_statusโ€ of layer selected by index given as input.
Get training status by nameGets the boolean โ€œtraining_statusโ€ of layer selected by name given as input.
Get all loss typeGets the information related to the losse of each layer contained in the model.
Get all metricsGets the information related to the metrics of each layer contained in the model.
Get GPU platformCheck if your computer is GPU ready. First check if CUDA is installed, if yes display device informations according to deviceID and check if CuDNN is also installed. If both are installed, itโ€™s GPU ready.
Get platformGets the type of execution of the model and how it works.
Get exec timeRetrieves the execution time for the last forward/loss/backward.
Get HAIBAL versionGets the HAIBAL version.
Get model nameGets the name of the model.
Get warning parametersGets the parameters of warnings.
Get all input layers shapeGets the input form of the model.
Get all output layers shapeGets the output form of the model.
Get all input shapeGets the input size of each layer contained in the model.
Get input shape by indexGets the input size of the layer selected by the index given as input.
Get input shape by nameGets the input size of the layer selected by the name given as input.
Get all output shapeGets the output size of each layer contained in the model.
Get output shape by indexGets the output size of the layer selected by the index given as input.
Get output shape by nameGets the output size of the layer selected by the name given as input.
Get all init weightGets for all layers the parameter โ€œinit_weightโ€.
Get init weight by indexGets for the layer selected by the index given as input the parameter โ€œinit_weightโ€.
Get init weight by nameGets for the layer selected by the name given as input the parameter โ€œinit_weightโ€.
Get all weightsGets the weights of all layers contained in the model.
Get all weights shapeGets the form of the weights of every layer contained in the model.
Get all update weightsGets the โ€œupdate_weight?โ€ parameter of each layer in the model.
Get update weights by indexGets the โ€œupdate_weight?โ€ parameter of the layer selected by the index given as input.
Get update weights by nameGets the โ€œupdate_weight?โ€ parameter of the layer selected by the name given as input.

SET

In this section youโ€™ll find a list of all set functionalities available.

ย ย ICONSRESUME
Set PlatformSets the type of execution of the model and how it works.
Set GPU platformSets the type of execution of the model to CUDA/CuDNN.
Set native LabVIEW platformSets the type of execution of the model to native LabVIEW.
Set all loss type by indexSets the loss of each layer contained in the model selected by the index.
Set all loss type by nameSets the loss of each layer contained in the model selected by the name.
Set loss type to one branchSets the loss to be applied to a branch.
Set all metrics by indexSets the metric for each layer contained in the model selected by the index.
Set all metrics by nameSets the metric for each layer contained in the model selected by the name.
Set model nameSets the name of the model.
Warning ParametersSets the parameters of warning.
Set all store gradientSets the boolean โ€œstore_gradient ? โ€ of all layers contained in the model.
Set store gradient by indexSets the boolean โ€œstore_gradient ? โ€ of the layer selected by the index given as input.
Set store gradient by nameSets the boolean โ€œstore_gradient ? โ€ of the layer selected by the name given as input.
Set all “lda_coeff”Sets the loss derivative attenuation coefficient of all layers contained in the model.
Set “lda_coeff” by indexSets the loss derivative attenuation coefficient of layer selected by the index given as input.
Set “lda_coeff” by nameSets the loss derivative attenuation coefficient of layer selected by the name given as input.
Set all optimizersSets for every layer the optimizer parameters cluster.
Set optimizer by indexSets the optimizer parameters for the layer selected by the index given as input.
Set optimizer by nameSets the optimizer parameters for the layer selected by the name given as input.
Set all training statusSets for all layers contained in the model the state of the boolean โ€œtraining?โ€.
Set training status by indexSets the boolean โ€œtraining?โ€ of layer selected by index given as input.
Set training status by nameSets the boolean โ€œtraining?โ€ of layer selected by name given as input.
Set all activationsSets the same activations for every layer of the model.
Set activation by indexSets the activations of the layer selected by the index given as input.
Set activation by nameSets the activations of the layer selected by the name given as input.
Set all update weightsSets the โ€œupdate_weight?โ€ parameter of each layer in the model.
Set update weights by indexSets the โ€œupdate_weight?โ€ parameter of the layer selected by the index given as input.
Set update weights by nameSets the โ€œupdate_weight?โ€ parameter of the layer selected by the name given as input.
Load all weights by indexSets the weights of the layer selected by the index given as input.
Load all weights by nameSets the weights of the layer selected by the name given as input.
Load all weights modelLoad the weights of a model.
Set all random weightsCreates random weights for all layers in the model.
Table of Contents

Table of Contents

Index