org.deeplearning4j.nn.conf.serde

Class BaseNetConfigDeserializer<T>

java.lang.Object

org.nd4j.shade.jackson.databind.JsonDeserializer<T>

org.nd4j.shade.jackson.databind.deser.std.StdDeserializer<T>

org.deeplearning4j.nn.conf.serde.BaseNetConfigDeserializer<T>

All Implemented Interfaces:

Serializable, org.nd4j.shade.jackson.databind.deser.NullValueProvider, org.nd4j.shade.jackson.databind.deser.ResolvableDeserializer

Direct Known Subclasses:

ComputationGraphConfigurationDeserializer, MultiLayerConfigurationDeserializer

public abstract class BaseNetConfigDeserializer<T>
extends org.nd4j.shade.jackson.databind.deser.std.StdDeserializer<T>
implements org.nd4j.shade.jackson.databind.deser.ResolvableDeserializer

A custom (abstract) deserializer that handles backward compatibility (currently only for updater refactoring that happened after 0.8.0). This is used for both MultiLayerConfiguration and ComputationGraphConfiguration.
We deserialize the config using the default deserializer, then handle the new IUpdater (which will be null for 0.8.0 and earlier configs) if necessary Overall design: https://stackoverflow.com/questions/18313323/how-do-i-call-the-default-deserializer-from-a-custom-deserializer-in-jackson

Author:

Alex Black

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.nd4j.shade.jackson.databind.JsonDeserializer

org.nd4j.shade.jackson.databind.JsonDeserializer.None

Field Summary

Fields

Modifier and Type	Field and Description
protected org.nd4j.shade.jackson.databind.JsonDeserializer<?>	defaultDeserializer

Fields inherited from class org.nd4j.shade.jackson.databind.deser.std.StdDeserializer

_valueClass, _valueType, F_MASK_ACCEPT_ARRAYS, F_MASK_INT_COERCIONS

Constructor Summary

Constructors

Constructor and Description
BaseNetConfigDeserializer(org.nd4j.shade.jackson.databind.JsonDeserializer<?> defaultDeserializer, Class<T> deserializedType)

Method Summary

Modifier and Type	Method and Description
abstract T	deserialize(org.nd4j.shade.jackson.core.JsonParser jp, org.nd4j.shade.jackson.databind.DeserializationContext ctxt)
protected void	handleActivationBackwardCompatibility(BaseLayer baseLayer, org.nd4j.shade.jackson.databind.node.ObjectNode on)
protected void	handleL1L2BackwardCompatibility(BaseLayer baseLayer, org.nd4j.shade.jackson.databind.node.ObjectNode on)
protected void	handleLossBackwardCompatibility(BaseOutputLayer baseLayer, org.nd4j.shade.jackson.databind.node.ObjectNode on)
protected void	handleUpdaterBackwardCompatibility(BaseLayer layer, org.nd4j.shade.jackson.databind.node.ObjectNode on)
protected void	handleWeightInitBackwardCompatibility(BaseLayer baseLayer, org.nd4j.shade.jackson.databind.node.ObjectNode on)
protected boolean	requiresActivationFromLegacy(Layer[] layers)
protected boolean	requiresDropoutFromLegacy(Layer[] layers)
protected boolean	requiresIUpdaterFromLegacy(Layer[] layers)
protected boolean	requiresLegacyLossHandling(Layer[] layers)
protected boolean	requiresRegularizationFromLegacy(Layer[] layers)
protected boolean	requiresWeightInitFromLegacy(Layer[] layers)
void	resolve(org.nd4j.shade.jackson.databind.DeserializationContext ctxt)

Methods inherited from class org.nd4j.shade.jackson.databind.deser.std.StdDeserializer

_byteOverflow, _coercedTypeDesc, _coerceEmptyString, _coerceIntegral, _coerceNullToken, _coerceTextualNull, _deserializeFromArray, _deserializeFromEmpty, _deserializeWrappedValue, _failDoubleToIntCoercion, _findNullProvider, _hasTextualNull, _intOverflow, _isEmptyOrTextualNull, _isIntNumber, _isNaN, _isNegInf, _isPosInf, _neitherNull, _nonNullNumber, _parseBooleanFromInt, _parseBooleanPrimitive, _parseBytePrimitive, _parseDate, _parseDate, _parseDateFromArray, _parseDoublePrimitive, _parseDoublePrimitive, _parseFloatPrimitive, _parseFloatPrimitive, _parseIntPrimitive, _parseIntPrimitive, _parseLongPrimitive, _parseLongPrimitive, _parseShortPrimitive, _parseString, _reportFailedNullCoerce, _shortOverflow, _verifyEndArrayForSingle, _verifyNullForPrimitive, _verifyNullForPrimitiveCoercion, _verifyNullForScalarCoercion, _verifyNumberForScalarCoercion, _verifyStringForScalarCoercion, deserializeWithType, findContentNullProvider, findContentNullStyle, findConvertingContentDeserializer, findDeserializer, findFormatFeature, findFormatOverrides, findValueNullProvider, getValueClass, getValueType, getValueType, handledType, handleMissingEndArrayForSingle, handleUnknownProperty, isDefaultDeserializer, isDefaultKeyDeserializer, parseDouble

Methods inherited from class org.nd4j.shade.jackson.databind.JsonDeserializer

deserialize, deserializeWithType, findBackReference, getDelegatee, getEmptyAccessPattern, getEmptyValue, getEmptyValue, getKnownPropertyNames, getNullAccessPattern, getNullValue, getNullValue, getObjectIdReader, isCachable, replaceDelegatee, supportsUpdate, unwrappingDeserializer

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

defaultDeserializer

protected final org.nd4j.shade.jackson.databind.JsonDeserializer<?> defaultDeserializer

Constructor Detail

BaseNetConfigDeserializer

public BaseNetConfigDeserializer(org.nd4j.shade.jackson.databind.JsonDeserializer<?> defaultDeserializer,
                                 Class<T> deserializedType)

Method Detail

deserialize

public abstract T deserialize(org.nd4j.shade.jackson.core.JsonParser jp,
                              org.nd4j.shade.jackson.databind.DeserializationContext ctxt)
                       throws IOException,
                              org.nd4j.shade.jackson.core.JsonProcessingException

Specified by:

deserialize in class org.nd4j.shade.jackson.databind.JsonDeserializer<T>

Throws:

IOException

org.nd4j.shade.jackson.core.JsonProcessingException

requiresIUpdaterFromLegacy

protected boolean requiresIUpdaterFromLegacy(Layer[] layers)

requiresDropoutFromLegacy

protected boolean requiresDropoutFromLegacy(Layer[] layers)

requiresRegularizationFromLegacy

protected boolean requiresRegularizationFromLegacy(Layer[] layers)

requiresWeightInitFromLegacy

protected boolean requiresWeightInitFromLegacy(Layer[] layers)

requiresActivationFromLegacy

protected boolean requiresActivationFromLegacy(Layer[] layers)

requiresLegacyLossHandling

protected boolean requiresLegacyLossHandling(Layer[] layers)

handleUpdaterBackwardCompatibility

protected void handleUpdaterBackwardCompatibility(BaseLayer layer,
                                                  org.nd4j.shade.jackson.databind.node.ObjectNode on)

handleL1L2BackwardCompatibility

protected void handleL1L2BackwardCompatibility(BaseLayer baseLayer,
                                               org.nd4j.shade.jackson.databind.node.ObjectNode on)

handleWeightInitBackwardCompatibility

protected void handleWeightInitBackwardCompatibility(BaseLayer baseLayer,
                                                     org.nd4j.shade.jackson.databind.node.ObjectNode on)

handleActivationBackwardCompatibility

protected void handleActivationBackwardCompatibility(BaseLayer baseLayer,
                                                     org.nd4j.shade.jackson.databind.node.ObjectNode on)

handleLossBackwardCompatibility

protected void handleLossBackwardCompatibility(BaseOutputLayer baseLayer,
                                               org.nd4j.shade.jackson.databind.node.ObjectNode on)

resolve

public void resolve(org.nd4j.shade.jackson.databind.DeserializationContext ctxt)
             throws org.nd4j.shade.jackson.databind.JsonMappingException

Specified by:

resolve in interface org.nd4j.shade.jackson.databind.deser.ResolvableDeserializer

Throws:

org.nd4j.shade.jackson.databind.JsonMappingException