com.intel.analytics.bigdl.utils.caffe

CaffeLoader

class CaffeLoader[T] extends AnyRef

An utility to load pre-trained caffe model from prototxt and binary and convert it to BigDL equivalent modules

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Instance Constructors

  1. new CaffeLoader(prototxtPath: String, modelPath: String, matchAll: Boolean = true, customizedConverters: HashMap[String, Customizable[T]] = null)(implicit arg0: ClassTag[T], ev: TensorNumeric[T])

    prototxtPath

    caffe model define prototxt path

    modelPath

    caffe serialized binary model path

    matchAll

    if match all modules with parameters

    customizedConverters

    customized converter

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  8. def createCaffeModel(outputNames: Array[String] = Array[String]()): (Module[T], ParallelCriterion[T])

    Load caffe model from prototxt file and binary pre-trained model and converted to BigDL graph module

    Load caffe model from prototxt file and binary pre-trained model and converted to BigDL graph module

    outputNames

    additional output layer names besides the default(layers without next nodes)

    returns

    BigDL model and criterion

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