/* * 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 "generationOutput.h" #include "tensorrt_llm/runtime/torch.h" #include "tensorrt_llm/runtime/torchView.h" #include #include #include #include namespace tr = tensorrt_llm::runtime; using namespace tensorrt_llm::pybind::runtime; std::shared_ptr GenerationOutput::toTrtLlm() const { auto output = std::make_shared(tr::TorchView::of(ids.value()), tr::TorchView::of(lengths.value())); if (cumLogProbs) { output->cumLogProbs = tr::TorchView::of(cumLogProbs.value()); } if (logProbs) { output->logProbs = tr::TorchView::of(logProbs.value()); } if (contextLogits) { output->contextLogits = tr::TorchView::of(contextLogits.value()); } if (generationLogits) { output->generationLogits = tr::TorchView::of(generationLogits.value()); } if (onTokenGenerated) { output->onTokenGenerated = [delegate = onTokenGenerated]( tr::GenerationOutput::TensorPtr const& ids, tr::SizeType step, bool finished) { delegate(tr::Torch::tensor(ids), step, finished); }; } return output; } void GenerationOutput::initBindings(py::module_& m) { py::class_(m, "GenerationOutput") .def(py::init(), py::arg("ids"), py::arg("lengths")) .def_readwrite("ids", &GenerationOutput::ids) .def_readwrite("lengths", &GenerationOutput::lengths) .def_readwrite("cum_log_probs", &GenerationOutput::cumLogProbs) .def_readwrite("log_probs", &GenerationOutput::logProbs) .def_readwrite("context_logits", &GenerationOutput::contextLogits) .def_readwrite("generation_logits", &GenerationOutput::generationLogits) .def_readwrite("on_token_generated", &GenerationOutput::onTokenGenerated); }