KneronPLUS python API documentation

KneronPLUS Core API

kp.core

The kp.core functions provide fundamental functionality like connection and firmware update.

kp.inference

The kp.inference functions provide sophisticated functionally for different applications. Different set of inference APIs would need different models to make it work.

kp value

Kneron PLUS objects.

kp enum

Kneron PLUS enum values.

kp exception

Kneron PLUS exception handler.

kp.KPConstant

Kneron PLUS constant value.

kp.v1 (Legacy Module)

Kneron PLUS V1.x legacy modules (inference, kp value).

API Reference

• kp.core

  • connect_devices()

  • connect_devices_without_check()

  • disable_firmware_log()

  • disconnect_devices()

  • enable_firmware_log()

  • get_model_info()

  • get_system_info()

  • get_version()

  • install_driver_for_windows()

  • load_encrypted_models()

  • load_encrypted_models_from_file()

  • load_firmware()

  • load_firmware_from_file()

  • load_model()

  • load_model_from_file()

  • load_model_from_flash()

  • reset_device()

  • scan_devices()

  • set_timeout()

  • store_ddr_management_attributes()

• kp.inference

  • generic_data_inference_receive()

  • generic_data_inference_send()

  • generic_image_inference_receive()

  • generic_image_inference_send()

  • generic_inference_retrieve_fixed_node()

  • generic_inference_retrieve_float_node()

  • profile_get_statistics()

  • profile_set_enable()

  • set_inference_configuration()

• kp value

  • DdrManageAttributes

  • DeviceDescriptor

  • DeviceDescriptorList

  • DeviceGroup

  • FirmwareVersion

  • GenericDataInferenceDescriptor

  • GenericDataInferenceResult

  • GenericDataInferenceResultHeader

  • GenericImageInferenceDescriptor

  • GenericImageInferenceResult

  • GenericImageInferenceResultHeader

  • GenericInputNodeData

  • GenericInputNodeImage

  • GenericRawResultNDArray

  • HwPreProcInfo

  • InferenceConfiguration

  • InferenceCropBox

  • InferenceFixedNodeOutput

  • InferenceFloatNodeOutput

  • ModelNefDescriptor

  • ModelNefMetadata

  • NefSchemaVersion

  • NpuPerformanceMonitorStatistics

  • PerformanceMonitorData

  • ProfileData

  • ProfileModelStatistics

  • QuantizationParameters

  • QuantizationParametersV1

  • QuantizedFixedPointDescriptor

  • Scale

  • SetupFileSchemaVersion

  • SetupSchemaVersion

  • SingleModelDescriptor

  • SystemInfo

  • TensorDescriptor

  • TensorShapeInfo

  • TensorShapeInfoV1

  • TensorShapeInfoV2

• kp enum

  • ApiReturnCode

  • ChannelOrdering

  • DataType

  • FixedPointDType

  • ImageFormat

  • ModelTargetChip

  • ModelTensorDataLayout

  • ModelTensorShapeInformationVersion

  • NormalizeMode

  • PaddingMode

  • ProductId

  • QuantizationParametersVersion

  • ResetMode

  • ResizeMode

  • UsbSpeed

• kp exception

  • ApiKPException

• kp.KPConstant

  • Const

• kp.v1.inference (Legacy Module)

  • generic_raw_inference_bypass_pre_proc_receive()

  • generic_raw_inference_bypass_pre_proc_send()

  • generic_raw_inference_receive()

  • generic_raw_inference_send()

• kp.v1 value (Legacy Module)

  • GenericRawBypassPreProcImageHeader

  • GenericRawBypassPreProcResult

  • GenericRawBypassPreProcResultHeader

  • GenericRawImageHeader

  • GenericRawResult

  • GenericRawResultHeader