Struct MultiInferenceNLPMessageInterfaceProxy

Interface proxy, used to insulate python bindings.

Public Static Functions

static std::shared_ptr<MultiInferenceNLPMessage> init(std::shared_ptr<MessageMeta> meta, cudf::size_type mess_offset, cudf::size_type mess_count, std::shared_ptr<InferenceMemory> memory, cudf::size_type offset, cudf::size_type count)

Create and initialize a MultiInferenceNLPMessage, and return a shared pointer to the result.

Parameters

• meta – Holds a data table, in practice a cudf DataFrame, with the ability to return both Python and C++ representations of the table

• mess_offset – Offset into the metadata batch

• mess_count – Messages count

• memory – Holds the generic tensor data in cupy arrays that will be used for inference stages

• offset – Message offset in inference memory object

• count – Message count in inference memory object

Returns

std::shared_ptr<MultiInferenceNLPMessage>

static std::shared_ptr<morpheus::InferenceMemory> memory(MultiInferenceNLPMessage &self)

Get inference memory object shared pointer.

Parameters

self –

Returns

std::shared_ptr<morpheus::InferenceMemory>

static std::size_t offset(MultiInferenceNLPMessage &self)

Get message offset.

Parameters

self –

Returns

std::size_t

static std::size_t count(MultiInferenceNLPMessage &self)

Get messages count.

Parameters

self –

Returns

std::size_t

static pybind11::object input_ids(MultiInferenceNLPMessage &self)

Get ‘input_ids’ tensor as a python object, throws a std::runtime_error if it does not exist.

Parameters

self –

Returns

pybind11::object

static pybind11::object input_mask(MultiInferenceNLPMessage &self)

Get ‘input_mask’ tensor as a python object, throws a std::runtime_error if it does not exist.

Parameters

self –

Returns

pybind11::object

static pybind11::object seq_ids(MultiInferenceNLPMessage &self)

Get ‘seq_ids’ tensor as a python object, throws a std::runtime_error if it does not exist.

Parameters

self –

Returns

pybind11::object