CompiledModel

class CompiledModel : JniHandle

kotlin.Any
↳	com.google.ai.edge.litert.JniHandle
	↳	com.google.ai.edge.litert.CompiledModel

---

Class that represents a compiled LiteRT model.

Summary

Nested types
data class CompiledModel.CpuOptions Options to specify CPU acceleration for compiling a model.
data class CompiledModel.GpuOptions Options to specify GPU acceleration for compiling a model.
enum CompiledModel.GpuOptions.Backend : Enum Backend for GPU options.
enum CompiledModel.GpuOptions.BufferStorageType : Enum Buffer storage type for GPU options.
enum CompiledModel.GpuOptions.Precision : Enum Precision for GPU options.
enum CompiledModel.GpuOptions.Priority : Enum Priority for GPU options.
class CompiledModel.Options Options to specify hardware acceleration for compiling a model.
data class CompiledModel.QualcommOptions Options to specify Qualcomm options for compiling a model.
enum CompiledModel.QualcommOptions.HtpPerformanceMode : Enum HTP performance mode for Qualcomm options.
enum CompiledModel.QualcommOptions.LogLevel : Enum Log level for Qualcomm options.
enum CompiledModel.QualcommOptions.OptimizationLevel : Enum Optimization level for Qualcomm options.
enum CompiledModel.QualcommOptions.Profiling : Enum Profiling for Qualcomm options.

Public companion functions
CompiledModel	create(     filePath: String,     options: CompiledModel.Options,     optionalEnv: Environment? )
CompiledModel	create(     assetManager: AssetManager,     assetName: String,     options: CompiledModel.Options,     optionalEnv: Environment? )

Public functions
TensorBuffer	createInputBuffer(inputName: String, signature: String)
List<TensorBuffer>	createInputBuffers(signatureIndex: Int)
List<TensorBuffer>	createInputBuffers(signature: String)
TensorBuffer	createOutputBuffer(outputName: String, signature: String)
List<TensorBuffer>	createOutputBuffers(signatureIndex: Int)
List<TensorBuffer>	createOutputBuffers(signature: String)
TensorBufferRequirements	getInputBufferRequirements(inputName: String, signature: String)
TensorType	getInputTensorType(inputName: String, signature: String)
TensorBufferRequirements	getOutputBufferRequirements(outputName: String, signature: String)
TensorType	getOutputTensorType(outputName: String, signature: String)
List<TensorBuffer>	run(inputs: List<TensorBuffer>, signatureIndex: Int)
List<TensorBuffer>	run(inputs: List<TensorBuffer>, signature: String)
Unit	run(     inputs: List<TensorBuffer>,     outputs: List<TensorBuffer>,     signatureIndex: Int )
Unit	run(     inputs: List<TensorBuffer>,     outputs: List<TensorBuffer>,     signature: String )
Unit	run(     inputs: Map<String, TensorBuffer>,     outputs: Map<String, TensorBuffer>,     signature: String )

Protected functions
open Unit	destroy() Clean up resources associated with the handle.

Inherited functions
From com.google.ai.edge.litert.JniHandle Unit assertNotDestroyed() Asserts that the handle is not destroyed, otherwise throws an IllegalStateException. final Unit close() Clean up the handle safely to avoid releasing the same JNI handle multiple times.

Public companion functions

create

fun create(
    filePath: String,
    options: CompiledModel.Options = Options.CPU,
    optionalEnv: Environment? = null
): CompiledModel

create

fun create(
    assetManager: AssetManager,
    assetName: String,
    options: CompiledModel.Options = Options.CPU,
    optionalEnv: Environment? = null
): CompiledModel

Public functions

createInputBuffer

fun createInputBuffer(inputName: String, signature: String = ""): TensorBuffer

createInputBuffers

fun createInputBuffers(signatureIndex: Int = 0): List<TensorBuffer>

createInputBuffers

fun createInputBuffers(signature: String): List<TensorBuffer>

createOutputBuffer

fun createOutputBuffer(outputName: String, signature: String = ""): TensorBuffer

createOutputBuffers

fun createOutputBuffers(signatureIndex: Int = 0): List<TensorBuffer>

createOutputBuffers

fun createOutputBuffers(signature: String): List<TensorBuffer>

getInputBufferRequirements

fun getInputBufferRequirements(inputName: String, signature: String = ""): TensorBufferRequirements

getInputTensorType

fun getInputTensorType(inputName: String, signature: String = ""): TensorType

getOutputBufferRequirements

fun getOutputBufferRequirements(outputName: String, signature: String = ""): TensorBufferRequirements

getOutputTensorType

fun getOutputTensorType(outputName: String, signature: String = ""): TensorType

run

fun run(inputs: List<TensorBuffer>, signatureIndex: Int = 0): List<TensorBuffer>

run

fun run(inputs: List<TensorBuffer>, signature: String): List<TensorBuffer>

run

fun run(
    inputs: List<TensorBuffer>,
    outputs: List<TensorBuffer>,
    signatureIndex: Int = 0
): Unit

run

fun run(
    inputs: List<TensorBuffer>,
    outputs: List<TensorBuffer>,
    signature: String
): Unit

run

fun run(
    inputs: Map<String, TensorBuffer>,
    outputs: Map<String, TensorBuffer>,
    signature: String = ""
): Unit

Protected functions

destroy

protected open fun destroy(): Unit

Clean up resources associated with the handle.