Warning: This project is deprecated. Swift for TensorFlow was an experiment in the
next-generation platform for machine learning, incorporating the latest research across
machine learning, compilers, differentiable programming, systems design, and beyond. It was
archived in February 2021.
TrainingEpochs
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public final class TrainingEpochs<
Samples: Collection,
Entropy: RandomNumberGenerator
>: Sequence, IteratorProtocol
An infinite sequence of collections of batch samples suitable for training a
DNN when samples are uniform.
The batches in each epoch all have exactly the same size.
-
Creates an instance drawing samples from samples
into batches of size
batchSize
.
Declaration
public init(
samples: Samples,
batchSize: Int,
entropy: Entropy
)
Parameters
entropy
|
a source of randomness used to shuffle sample
ordering. It will be stored in self , so if it is only pseudorandom
and has value semantics, the sequence of epochs is determinstic and not
dependent on other operations.
|
-
The type of each epoch, a collection of batches of samples.
Declaration
public typealias Element = Slices<
Sampling<Samples, Array<Samples.Index>.SubSequence>
>
-
Returns the next epoch in sequence.
-
Creates an instance drawing samples from samples
into batches of size
batchSize
.
Declaration
public convenience init(
samples: Samples,
batchSize: Int
)
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Last updated 2021-09-28 UTC.
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"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
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},{
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"id": "solvedMyProblem",
"label":"Solved my problem"
},{
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"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2021-09-28 UTC."}
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