TensorRT-LLMs/cpp/tensorrt_llm/pybind/batch_manager/inferenceRequest.h
2024-03-19 17:36:42 +08:00

70 lines
2.3 KiB
C++

/*
* SPDX-FileCopyrightText: Copyright (c) 2022-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: Apache-2.0
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#pragma once
#include "tensorrt_llm/batch_manager/inferenceRequest.h"
#include "tensorrt_llm/pybind/batch_manager/llmRequest.h"
#include "tensorrt_llm/pybind/batch_manager/namedTensor.h"
#include <ATen/ATen.h>
#include <pybind11/pybind11.h>
#include <list>
#include <memory>
#include <optional>
namespace tensorrt_llm::pybind::batch_manager
{
class InferenceRequest
: public tensorrt_llm::batch_manager::GenericInferenceRequest<at::Tensor, NamedTensor, c10::Stream>
{
public:
using Base = tensorrt_llm::batch_manager::GenericInferenceRequest<at::Tensor, NamedTensor, c10::Stream>;
using TensorPtr = Base::TensorPtr;
using TensorMap = Base::TensorMap;
using LogitsProcessorCallback = Base::LogitsPostProcessor;
InferenceRequest(uint64_t requestId, std::optional<LogitsProcessorCallback> logitsCb = std::nullopt)
: Base(requestId, logitsCb)
{
}
InferenceRequest(uint64_t requestId, TensorMap const& inputTensors,
std::optional<LogitsProcessorCallback> logitsCb = std::nullopt)
: Base{requestId, inputTensors, logitsCb}
{
}
InferenceRequest(
uint64_t requestId, TensorMap&& inputTensors, std::optional<LogitsProcessorCallback> logitsCb = std::nullopt)
: Base{requestId, std::move(inputTensors), logitsCb}
{
}
[[nodiscard]] std::shared_ptr<tensorrt_llm::batch_manager::InferenceRequest> toTrtLlm() const;
std::string serialize() const;
static std::shared_ptr<InferenceRequest> deserialize(std::string const& serialized);
static void initBindings(pybind11::module_& m);
};
} // namespace tensorrt_llm::pybind::batch_manager