Modifier and Type | Class and Description |
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class |
BaseEvaluationListener
A base listener class that will preform the provided evaluations, and provide the results in epochEnd and validationDone
Instead of overriding requiredVariables, epochStart, epochEnd, validationDone, and/or opExecution,
override otherRequiredVariables, epochStartEvaluations, epochEndEvaluations, validationDoneEvaluations, and/or opExecutionEvaluations
If you want to use Evaluations in your listener, extend this class
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Modifier and Type | Class and Description |
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class |
CheckpointListener
CheckpointListener: The goal of this listener is to periodically save a copy of the model during training..
Model saving may be done: 1. |
Modifier and Type | Class and Description |
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class |
ArraySavingListener |
class |
ExecDebuggingListener
A listener that logs operation execution for debugging purposes.
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class |
OpBenchmarkListener
A simple listener for benchmarking single operations in SameDiff
Supports 2 modes: - SINGLE_ITER_PRINT: Print the runtime of the first iteration - AGGREGATE: Collect statistics for multiple runs, that can be accessed (by op name) via #getAggregateModeMap() |
Modifier and Type | Class and Description |
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class |
HistoryListener
HistoryListener is mainly used internally to collect information such as the loss curve and evaluations,
which will be reported later in a
History instance |
class |
ScoreListener
A listener that reports scores and performance metrics for each epoch.
At every N iterations, the following is reported: (a) Epoch and iteration number (b) Loss value (total loss) (c) ETL time (if > 0) - this represents how long training was blocked waiting for data. |
class |
UIListener
User interface listener for SameDiff
Basic usage: |
Modifier and Type | Class and Description |
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class |
ActivationGradientCheckListener
A listener used for debugging and testing purposes - specifically for gradient checking activations internally in
GradCheckUtil . |
Modifier and Type | Class and Description |
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class |
NonInplaceValidationListener |
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