StreamDef: StreamDef

In joeddav/CNTK-R: R Interface to the Microsoft Cognitive Toolkit (CNTK)

Description

Configuration of a stream for use with the builtin Deserializers. The meanings of some configuration keys have a mild dependency on the exact deserializer, and certain keys are meaningless for certain deserializers.

Usage

StreamDef(field = NULL, shape = NULL, is_sparse = FALSE,
  transforms = NULL, context = NULL, scp = NULL, mlf = NULL,
  broadcast = NULL, defines_mb_size = FALSE)

Arguments

field	string defining the name of the stream
shape	- list of ints representing tensor shape integer defining the dimensions of the stream
is_sparse	logical for whether the data is sparse (FALSE by default)
transforms	list of transforms to be applied to the Deserializer
context	vector of length two defining whther reading in HTK data, (only supported by 'HTKFeatureDeserializer')
scp	list of 'scp' files for HTK data
mlf	list 'mlf' files for HTK data
broadcast	logical for whether the streams should be broadcast to the whole sequence
defines_mb_size	logical for whether this stream defines minibatch size

Value

A StreamDef object containing the stream dictionary

References

https://www.cntk.ai/pythondocs/cntk.io.html#cntk.io.StreamDef

joeddav/CNTK-R documentation built on May 6, 2019, 7:28 a.m.