Files
FastDeploy/fastdeploy/runtime/option_pybind.cc
Jason 7c9bf11c44 [Other] Optimize Poros backend (#1232)
* Optimize Poros backend

* fix error

* Add more pybind

* fix conflicts

* add some deprecate notices
2023-02-07 10:18:03 +08:00

130 lines
6.9 KiB
C++

// Cropyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// 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 "fastdeploy/pybind/main.h"
namespace fastdeploy {
void BindLiteOption(pybind11::module& m);
void BindOpenVINOOption(pybind11::module& m);
void BindOrtOption(pybind11::module& m);
void BindPorosOption(pybind11::module& m);
void BindOption(pybind11::module& m) {
BindLiteOption(m);
BindOpenVINOOption(m);
BindOrtOption(m);
BindPorosOption(m);
pybind11::class_<RuntimeOption>(m, "RuntimeOption")
.def(pybind11::init())
.def("set_model_path", &RuntimeOption::SetModelPath)
.def("set_model_buffer", &RuntimeOption::SetModelBuffer)
.def("use_gpu", &RuntimeOption::UseGpu)
.def("use_cpu", &RuntimeOption::UseCpu)
.def("use_rknpu2", &RuntimeOption::UseRKNPU2)
.def("use_sophgo", &RuntimeOption::UseSophgo)
.def("use_ascend", &RuntimeOption::UseAscend)
.def("use_kunlunxin", &RuntimeOption::UseKunlunXin)
.def_readwrite("paddle_lite_option", &RuntimeOption::paddle_lite_option)
.def_readwrite("openvino_option", &RuntimeOption::openvino_option)
.def_readwrite("ort_option", &RuntimeOption::ort_option)
.def_readwrite("poros_option", &RuntimeOption::poros_option)
.def("set_external_stream", &RuntimeOption::SetExternalStream)
.def("set_cpu_thread_num", &RuntimeOption::SetCpuThreadNum)
.def("use_paddle_backend", &RuntimeOption::UsePaddleBackend)
.def("use_poros_backend", &RuntimeOption::UsePorosBackend)
.def("use_ort_backend", &RuntimeOption::UseOrtBackend)
.def("set_ort_graph_opt_level", &RuntimeOption::SetOrtGraphOptLevel)
.def("use_trt_backend", &RuntimeOption::UseTrtBackend)
.def("use_openvino_backend", &RuntimeOption::UseOpenVINOBackend)
.def("use_lite_backend", &RuntimeOption::UseLiteBackend)
.def("set_lite_device_names", &RuntimeOption::SetLiteDeviceNames)
.def("set_lite_context_properties",
&RuntimeOption::SetLiteContextProperties)
.def("set_lite_model_cache_dir", &RuntimeOption::SetLiteModelCacheDir)
.def("set_lite_dynamic_shape_info",
&RuntimeOption::SetLiteDynamicShapeInfo)
.def("set_lite_subgraph_partition_path",
&RuntimeOption::SetLiteSubgraphPartitionPath)
.def("set_lite_mixed_precision_quantization_config_path",
&RuntimeOption::SetLiteMixedPrecisionQuantizationConfigPath)
.def("set_lite_subgraph_partition_config_buffer",
&RuntimeOption::SetLiteSubgraphPartitionConfigBuffer)
.def("set_paddle_mkldnn", &RuntimeOption::SetPaddleMKLDNN)
.def("set_openvino_device", &RuntimeOption::SetOpenVINODevice)
.def("set_openvino_shape_info", &RuntimeOption::SetOpenVINOShapeInfo)
.def("set_openvino_cpu_operators",
&RuntimeOption::SetOpenVINOCpuOperators)
.def("enable_paddle_log_info", &RuntimeOption::EnablePaddleLogInfo)
.def("disable_paddle_log_info", &RuntimeOption::DisablePaddleLogInfo)
.def("set_paddle_mkldnn_cache_size",
&RuntimeOption::SetPaddleMKLDNNCacheSize)
.def("enable_lite_fp16", &RuntimeOption::EnableLiteFP16)
.def("disable_lite_fp16", &RuntimeOption::DisableLiteFP16)
.def("set_lite_power_mode", &RuntimeOption::SetLitePowerMode)
.def("set_trt_input_shape", &RuntimeOption::SetTrtInputShape)
.def("set_trt_max_workspace_size", &RuntimeOption::SetTrtMaxWorkspaceSize)
.def("set_trt_max_batch_size", &RuntimeOption::SetTrtMaxBatchSize)
.def("enable_paddle_to_trt", &RuntimeOption::EnablePaddleToTrt)
.def("enable_trt_fp16", &RuntimeOption::EnableTrtFP16)
.def("disable_trt_fp16", &RuntimeOption::DisableTrtFP16)
.def("set_trt_cache_file", &RuntimeOption::SetTrtCacheFile)
.def("enable_pinned_memory", &RuntimeOption::EnablePinnedMemory)
.def("disable_pinned_memory", &RuntimeOption::DisablePinnedMemory)
.def("enable_paddle_trt_collect_shape",
&RuntimeOption::EnablePaddleTrtCollectShape)
.def("disable_paddle_trt_collect_shape",
&RuntimeOption::DisablePaddleTrtCollectShape)
.def("use_ipu", &RuntimeOption::UseIpu)
.def("set_ipu_config", &RuntimeOption::SetIpuConfig)
.def("delete_paddle_backend_pass",
&RuntimeOption::DeletePaddleBackendPass)
.def("enable_profiling", &RuntimeOption::EnableProfiling)
.def("disable_profiling", &RuntimeOption::DisableProfiling)
.def("disable_paddle_trt_ops", &RuntimeOption::DisablePaddleTrtOPs)
.def_readwrite("model_file", &RuntimeOption::model_file)
.def_readwrite("params_file", &RuntimeOption::params_file)
.def_readwrite("model_format", &RuntimeOption::model_format)
.def_readwrite("backend", &RuntimeOption::backend)
.def_readwrite("external_stream", &RuntimeOption::external_stream_)
.def_readwrite("model_from_memory", &RuntimeOption::model_from_memory_)
.def_readwrite("cpu_thread_num", &RuntimeOption::cpu_thread_num)
.def_readwrite("device_id", &RuntimeOption::device_id)
.def_readwrite("device", &RuntimeOption::device)
.def_readwrite("trt_max_shape", &RuntimeOption::trt_max_shape)
.def_readwrite("trt_opt_shape", &RuntimeOption::trt_opt_shape)
.def_readwrite("trt_min_shape", &RuntimeOption::trt_min_shape)
.def_readwrite("trt_serialize_file", &RuntimeOption::trt_serialize_file)
.def_readwrite("trt_enable_fp16", &RuntimeOption::trt_enable_fp16)
.def_readwrite("trt_enable_int8", &RuntimeOption::trt_enable_int8)
.def_readwrite("trt_max_batch_size", &RuntimeOption::trt_max_batch_size)
.def_readwrite("trt_max_workspace_size",
&RuntimeOption::trt_max_workspace_size)
.def_readwrite("ipu_device_num", &RuntimeOption::ipu_device_num)
.def_readwrite("ipu_micro_batch_size",
&RuntimeOption::ipu_micro_batch_size)
.def_readwrite("ipu_enable_pipelining",
&RuntimeOption::ipu_enable_pipelining)
.def_readwrite("ipu_batches_per_step",
&RuntimeOption::ipu_batches_per_step)
.def_readwrite("ipu_enable_fp16", &RuntimeOption::ipu_enable_fp16)
.def_readwrite("ipu_replica_num", &RuntimeOption::ipu_replica_num)
.def_readwrite("ipu_available_memory_proportion",
&RuntimeOption::ipu_available_memory_proportion)
.def_readwrite("ipu_enable_half_partial",
&RuntimeOption::ipu_enable_half_partial);
}
} // namespace fastdeploy