Package | Description |
---|---|
org.apache.ignite.ml.inference |
Root package for model inference functionality.
|
org.apache.ignite.ml.inference.builder |
Root package for model inference builders.
|
org.apache.ignite.ml.inference.parser |
Root package for model inference parsers.
|
org.apache.ignite.ml.mleap |
Base package for Mleap model parser.
|
org.apache.ignite.ml.xgboost.parser |
Base package for XGBoost model parser implementation.
|
Modifier and Type | Method and Description |
---|---|
ModelParser<byte[],byte[],?> |
ModelDescriptor.getParser() |
Constructor and Description |
---|
ModelDescriptor(String name,
String desc,
ModelSignature signature,
ModelReader reader,
ModelParser<byte[],byte[],?> parser)
Constructs a new instance of model descriptor.
|
Modifier and Type | Method and Description |
---|---|
<I extends Serializable,O extends Serializable> |
AsyncModelBuilder.build(ModelReader reader,
ModelParser<I,O,?> parser)
Builds asynchronous inference model using specified model reader and model parser.
|
<I extends Serializable,O extends Serializable> |
IgniteDistributedModelBuilder.build(ModelReader reader,
ModelParser<I,O,?> parser)
Starts the specified in constructor number of service instances and request/response queues.
|
<I extends Serializable,O extends Serializable> |
ThreadedModelBuilder.build(ModelReader reader,
ModelParser<I,O,?> parser)
Builds asynchronous inference model using specified model reader and model parser.
|
<I extends Serializable,O extends Serializable,M extends Model<I,O>> |
SingleModelBuilder.build(ModelReader reader,
ModelParser<I,O,M> parser)
Builds synchronous inference model using specified model reader and model parser.
|
<I extends Serializable,O extends Serializable,M extends Model<I,O>> |
SyncModelBuilder.build(ModelReader reader,
ModelParser<I,O,M> parser)
Builds synchronous inference model using specified model reader and model parser.
|
Modifier and Type | Class and Description |
---|---|
class |
IgniteModelParser<I,O>
Implementation of model parser that accepts serialized
IgniteFunction . |
class |
TensorFlowBaseModelParser<I,O>
Base class for TensorFlow model parsers.
|
class |
TensorFlowGraphModelParser<I,O>
Implementation of TensorFlow model parser that accepts serialized graph definition.
|
class |
TensorFlowSavedModelModelParser<I,O>
Implementation of TensorFlow model parser that accepts serialized directory with "SavedModel" as an input.
|
Modifier and Type | Class and Description |
---|---|
class |
MLeapModelParser
MLeap model parser.
|
Modifier and Type | Class and Description |
---|---|
class |
XGModelParser
XGBoost model parser.
|
GridGain In-Memory Computing Platform : ver. 8.9.14 Release Date : November 5 2024