// Copyright 2019-2022, NVIDIA CORPORATION & AFFILIATES. All rights reserved. // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions // are met: // * Redistributions of source code must retain the above copyright // notice, this list of conditions and the following disclaimer. // * Redistributions in binary form must reproduce the above copyright // notice, this list of conditions and the following disclaimer in the // documentation and/or other materials provided with the distribution. // * Neither the name of NVIDIA CORPORATION nor the names of its // contributors may be used to endorse or promote products derived // from this software without specific prior written permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND ANY // EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR // PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR // CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, // EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, // PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR // PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY // OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. #pragma once #include #include #include #include "triton/backend/backend_common.h" #include "triton/core/tritonbackend.h" #include "triton/core/tritonserver.h" namespace triton { namespace backend { // // BackendModel // // Common functionality for a backend model. This class is provided as // a convenience; backends are not required to use this class. // class BackendModel { public: BackendModel( TRITONBACKEND_Model* triton_model, const bool allow_optional = false); virtual ~BackendModel() = default; // Get the handle to the TRITONBACKEND server hosting this model. TRITONSERVER_Server* TritonServer() { return triton_server_; } // Get the handle to the memory manager for this model. TRITONBACKEND_MemoryManager* TritonMemoryManager() { return triton_memory_manager_; } // Get the handle to the TRITONBACKEND model. TRITONBACKEND_Model* TritonModel() { return triton_model_; } // Get the name and version of the model. const std::string& Name() const { return name_; } uint64_t Version() const { return version_; } const std::string& RepositoryPath() const { return repository_path_; } // The model configuration. common::TritonJson::Value& ModelConfig() { return model_config_; } // Sets the updated model configuration to the core. TRITONSERVER_Error* SetModelConfig(); // Parses information out of the model configuration. TRITONSERVER_Error* ParseModelConfig(); // Maximum batch size supported by the model. A value of 0 // indicates that the model does not support batching. int MaxBatchSize() const { return max_batch_size_; } // Set the max batch size for the model. When a backend // auto-completes a configuration it may set or change the maximum // batch size. void SetMaxBatchSize(const int b) { max_batch_size_ = b; } // Does this model support batching in the first dimension? TRITONSERVER_Error* SupportsFirstDimBatching(bool* supports); // Use indirect pinned memory buffer when copying an input or output // tensor to/from the model. bool EnablePinnedInput() const { return enable_pinned_input_; } bool EnablePinnedOutput() const { return enable_pinned_output_; } const std::vector& BatchInputs() const { return batch_inputs_; } const std::vector& BatchOutputs() const { return batch_outputs_; } const BatchOutput* FindBatchOutput(const std::string& output_name) const; bool IsInputRagged(const std::string& input_name) const { return (ragged_inputs_.find(input_name) != ragged_inputs_.end()); } bool IsInputOptional(const std::string& input_name) const { return (optional_inputs_.find(input_name) != optional_inputs_.end()); } protected: TRITONSERVER_Server* triton_server_; TRITONBACKEND_MemoryManager* triton_memory_manager_; TRITONBACKEND_Model* triton_model_; std::string name_; uint64_t version_; std::string repository_path_; bool allow_optional_; common::TritonJson::Value model_config_; int max_batch_size_; bool enable_pinned_input_; bool enable_pinned_output_; std::vector batch_inputs_; std::vector batch_outputs_; std::map batch_output_map_; std::set ragged_inputs_; std::set optional_inputs_; }; // // BackendModelException // // Exception thrown if error occurs while constructing an // BackendModel. // struct BackendModelException { BackendModelException(TRITONSERVER_Error* err) : err_(err) {} TRITONSERVER_Error* err_; }; #define THROW_IF_BACKEND_MODEL_ERROR(X) \ do { \ TRITONSERVER_Error* tie_err__ = (X); \ if (tie_err__ != nullptr) { \ throw triton::backend::BackendModelException(tie_err__); \ } \ } while (false) }} // namespace triton::backend