mirror of
https://github.com/NVIDIA/TensorRT-LLM.git
synced 2026-01-14 06:27:45 +08:00
5955b8afba
* Update TensorRT-LLM --------- Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
88 lines
3.7 KiB
C++
88 lines
3.7 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.
|
|
*/
|
|
#include "generationInput.h"
|
|
|
|
#include "tensorrt_llm/runtime/generationInput.h"
|
|
#include "tensorrt_llm/runtime/torchView.h"
|
|
|
|
#include <pybind11/functional.h>
|
|
#include <pybind11/operators.h>
|
|
#include <pybind11/stl.h>
|
|
#include <torch/extension.h>
|
|
|
|
namespace tr = tensorrt_llm::runtime;
|
|
|
|
using namespace tensorrt_llm::pybind::runtime;
|
|
|
|
std::shared_ptr<tr::PromptTuningParams> PromptTuningParams::toTrtLlm() const
|
|
{
|
|
auto ptt = std::make_shared<tr::PromptTuningParams>();
|
|
if (embeddingTable)
|
|
ptt->embeddingTable = tr::TorchView::of(embeddingTable.value());
|
|
if (tasks)
|
|
ptt->tasks = tr::TorchView::of(tasks.value());
|
|
if (vocabSize)
|
|
ptt->vocabSize = tr::TorchView::of(vocabSize.value());
|
|
ptt->promptTuningEnabled = promptTuningEnabled;
|
|
return ptt;
|
|
}
|
|
|
|
void PromptTuningParams::initBindings(pybind11::module_& m)
|
|
{
|
|
py::class_<PromptTuningParams>(m, "PromptTuningParams")
|
|
.def(py::init<PromptTuningParams::TensorPtr, PromptTuningParams::TensorPtr, PromptTuningParams::TensorPtr>(),
|
|
py::arg("embedding_table") = py::none(), py::arg("tasks") = py::none(), py::arg("vocab_size") = py::none())
|
|
.def_readwrite("embedding_table", &PromptTuningParams::embeddingTable)
|
|
.def_readwrite("tasks", &PromptTuningParams::tasks)
|
|
.def_readwrite("vocab_size", &PromptTuningParams::vocabSize)
|
|
.def_readwrite("prompt_tuning_enabled", &PromptTuningParams::promptTuningEnabled);
|
|
}
|
|
|
|
std::shared_ptr<tr::GenerationInput> GenerationInput::toTrtLlm() const
|
|
{
|
|
auto input = std::make_shared<tr::GenerationInput>(
|
|
endId, padId, tr::TorchView::of(ids.value()), tr::TorchView::of(lengths.value()), packed);
|
|
if (embeddingBias)
|
|
input->embeddingBias = tr::TorchView::of(embeddingBias.value());
|
|
if (badWordsList)
|
|
input->badWordsList = tr::TorchView::of(badWordsList.value());
|
|
if (stopWordsList)
|
|
input->stopWordsList = tr::TorchView::of(stopWordsList.value());
|
|
input->maxNewTokens = maxNewTokens;
|
|
input->promptTuningParams = *promptTuningParams.toTrtLlm();
|
|
return input;
|
|
|
|
return input;
|
|
}
|
|
|
|
void GenerationInput::initBindings(pybind11::module_& m)
|
|
{
|
|
py::class_<GenerationInput>(m, "GenerationInput")
|
|
.def(py::init<SizeType, SizeType, GenerationInput::TensorPtr, GenerationInput::TensorPtr, bool>(),
|
|
py::arg("end_id"), py::arg("pad_id"), py::arg("ids"), py::arg("lengths"), py::arg("packed") = false)
|
|
.def_readwrite("end_id", &GenerationInput::endId)
|
|
.def_readwrite("pad_id", &GenerationInput::padId)
|
|
.def_readwrite("ids", &GenerationInput::ids)
|
|
.def_readwrite("lengths", &GenerationInput::lengths)
|
|
.def_readwrite("packed", &GenerationInput::packed)
|
|
.def_readwrite("embedding_bias", &GenerationInput::embeddingBias)
|
|
.def_readwrite("bad_words_list", &GenerationInput::badWordsList)
|
|
.def_readwrite("stop_words_list", &GenerationInput::stopWordsList)
|
|
.def_readwrite("max_new_tokens", &GenerationInput::maxNewTokens)
|
|
.def_readwrite("prompt_tuning_params", &GenerationInput::promptTuningParams);
|
|
}
|