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openvino/samples/cpp/benchmark_app/remote_tensors_filling.hpp

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// Copyright (C) 2018-2022 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
Dynamic reshapes (#7788) * Merged and compiling * Fix for dynamic shape type * review fixes * renamed blob shape to tensor shape, small improvements * fix code style * added parsing of multiple shapes * store latency per group, add isIdleRequestAvailable() to Infer Queue * added cached random inputs * redesign pipeline, added new metrics(avg, max, min), added metrics per groups * fixed code style * small improvements * modified tensor parameters parsing * modified -i parameter parsing: added possibility to specify input names * implemented image cashing * added cashed blobs creating * added -pcseq flag, modified batch filling, changes fps formula * improvements * code formatting * code formatting2 * apply suggestions from review * replaced Buffer class with InferenceEngine Blobs * use batch size in blobs filling * added shared blob allocator to handle blob's data * fixed warnings & code style * allocate blobs * fix for networks with image info input * added comments & fixed codestyle * clear data in free() in SharedBlobAllocator * remove unnecessary check * Delimeter is changed to :: * stylefix * added layout from string function, small improvements * modified parsing to enable : in input parameters * small fixes * small fixes * added missed blob allocation, fixes * [TEST]added support for remote blobs * fix remote blobs * new inputs/files output format * removed vectors resize which caused bugs * made cl::Buffer type under ifdef, fix inputs filling * changed batch() function to not throwing exceptions * removed unused var * fix code style * replace empty name in input files with name from net input * restored old behaviour for static models * fix code style * fix warning - made const iterator * fix warning - remove reference in loop variable * added random and image_info input types to -i, fix problem with layout * replaced batch() with getBatchSize() in main * fix layout, shape, tensor shape parameters parsing * upd help messages for input, tensor shape and pcseq command * added buffer for cl output blobs, small fixes Signed-off-by: ivikhrev <ivan.vikhrev@intel.com> * added legacy mode * restore setBlob * code style formatting * move collecting latency for groups under flag * removed not applicable layouts * added hint to error message when wrong input name in -tensor_shape was specified * added new metrics to statistics report * Apply suggestions from code review * fix binary blobs filling when layout is CN * apply suggestions * moved file in the right place after rebase * improved -pcseq output * updated args and readme * removed TEMPLATE plugin registration * fix -shape arg decsription * enable providing several -i args as input * renamed legacy_mode to inference_only and made it default for static models, renamed tensor_shape to data_shape * upd readme * use getBlob() in inference only mode * fix old input type for static case * fix typo * upd readme * move log about benchmark mode to the measuring perfomance step * added class for latency metrics * upd readme, fix typos, renamed funcs * fix warning and upd parsing to avoid error with : in file paths * fix error on centos : error: use of deleted function ‘std::basic_stringstream<char>::basic_stringstream(const std::basic_stringstream<char>&) * added check for key in inputs * renamed input to inputs * adjust batch size for binary blobs * replaced warning with exception in bench mode defining * align measurement cycle with master Co-authored-by: ivikhrev <ivan.vikhrev@intel.com>
2021-12-17 12:20:43 +03:00
#pragma once
#if defined(HAVE_GPU_DEVICE_MEM_SUPPORT)
# define HAVE_DEVICE_MEM_SUPPORT
# include <gpu/gpu_context_api_ocl.hpp>
#endif
#include "utils.hpp"
namespace gpu {
#ifdef HAVE_DEVICE_MEM_SUPPORT
Dynamic reshapes (#7788) * Merged and compiling * Fix for dynamic shape type * review fixes * renamed blob shape to tensor shape, small improvements * fix code style * added parsing of multiple shapes * store latency per group, add isIdleRequestAvailable() to Infer Queue * added cached random inputs * redesign pipeline, added new metrics(avg, max, min), added metrics per groups * fixed code style * small improvements * modified tensor parameters parsing * modified -i parameter parsing: added possibility to specify input names * implemented image cashing * added cashed blobs creating * added -pcseq flag, modified batch filling, changes fps formula * improvements * code formatting * code formatting2 * apply suggestions from review * replaced Buffer class with InferenceEngine Blobs * use batch size in blobs filling * added shared blob allocator to handle blob's data * fixed warnings & code style * allocate blobs * fix for networks with image info input * added comments & fixed codestyle * clear data in free() in SharedBlobAllocator * remove unnecessary check * Delimeter is changed to :: * stylefix * added layout from string function, small improvements * modified parsing to enable : in input parameters * small fixes * small fixes * added missed blob allocation, fixes * [TEST]added support for remote blobs * fix remote blobs * new inputs/files output format * removed vectors resize which caused bugs * made cl::Buffer type under ifdef, fix inputs filling * changed batch() function to not throwing exceptions * removed unused var * fix code style * replace empty name in input files with name from net input * restored old behaviour for static models * fix code style * fix warning - made const iterator * fix warning - remove reference in loop variable * added random and image_info input types to -i, fix problem with layout * replaced batch() with getBatchSize() in main * fix layout, shape, tensor shape parameters parsing * upd help messages for input, tensor shape and pcseq command * added buffer for cl output blobs, small fixes Signed-off-by: ivikhrev <ivan.vikhrev@intel.com> * added legacy mode * restore setBlob * code style formatting * move collecting latency for groups under flag * removed not applicable layouts * added hint to error message when wrong input name in -tensor_shape was specified * added new metrics to statistics report * Apply suggestions from code review * fix binary blobs filling when layout is CN * apply suggestions * moved file in the right place after rebase * improved -pcseq output * updated args and readme * removed TEMPLATE plugin registration * fix -shape arg decsription * enable providing several -i args as input * renamed legacy_mode to inference_only and made it default for static models, renamed tensor_shape to data_shape * upd readme * use getBlob() in inference only mode * fix old input type for static case * fix typo * upd readme * move log about benchmark mode to the measuring perfomance step * added class for latency metrics * upd readme, fix typos, renamed funcs * fix warning and upd parsing to avoid error with : in file paths * fix error on centos : error: use of deleted function ‘std::basic_stringstream<char>::basic_stringstream(const std::basic_stringstream<char>&) * added check for key in inputs * renamed input to inputs * adjust batch size for binary blobs * replaced warning with exception in bench mode defining * align measurement cycle with master Co-authored-by: ivikhrev <ivan.vikhrev@intel.com>
2021-12-17 12:20:43 +03:00
using BufferType = cl::Buffer;
struct OpenCL {
cl::Context _context;
cl::Device _device;
cl::CommandQueue _queue;
explicit OpenCL(std::shared_ptr<std::vector<cl_context_properties>> media_api_context_properties = nullptr) {
// get Intel GPU OCL device, create context and queue
{
std::vector<cl::Device> devices;
std::vector<cl::Platform> platforms;
const unsigned int refVendorID = 0x8086;
cl::Platform::get(&platforms);
for (auto& p : platforms) {
p.getDevices(CL_DEVICE_TYPE_GPU, &devices);
for (auto& d : devices) {
if (refVendorID == d.getInfo<CL_DEVICE_VENDOR_ID>()) {
_device = d;
_context = cl::Context(_device);
break;
}
}
}
cl_command_queue_properties props = CL_QUEUE_OUT_OF_ORDER_EXEC_MODE_ENABLE;
_queue = cl::CommandQueue(_context, _device, props);
}
}
explicit OpenCL(cl_context context) {
// user-supplied context handle
_context = cl::Context(context, true);
_device = cl::Device(_context.getInfo<CL_CONTEXT_DEVICES>()[0].get(), true);
cl_command_queue_properties props = CL_QUEUE_OUT_OF_ORDER_EXEC_MODE_ENABLE;
_queue = cl::CommandQueue(_context, _device, props);
}
};
Dynamic reshapes (#7788) * Merged and compiling * Fix for dynamic shape type * review fixes * renamed blob shape to tensor shape, small improvements * fix code style * added parsing of multiple shapes * store latency per group, add isIdleRequestAvailable() to Infer Queue * added cached random inputs * redesign pipeline, added new metrics(avg, max, min), added metrics per groups * fixed code style * small improvements * modified tensor parameters parsing * modified -i parameter parsing: added possibility to specify input names * implemented image cashing * added cashed blobs creating * added -pcseq flag, modified batch filling, changes fps formula * improvements * code formatting * code formatting2 * apply suggestions from review * replaced Buffer class with InferenceEngine Blobs * use batch size in blobs filling * added shared blob allocator to handle blob's data * fixed warnings & code style * allocate blobs * fix for networks with image info input * added comments & fixed codestyle * clear data in free() in SharedBlobAllocator * remove unnecessary check * Delimeter is changed to :: * stylefix * added layout from string function, small improvements * modified parsing to enable : in input parameters * small fixes * small fixes * added missed blob allocation, fixes * [TEST]added support for remote blobs * fix remote blobs * new inputs/files output format * removed vectors resize which caused bugs * made cl::Buffer type under ifdef, fix inputs filling * changed batch() function to not throwing exceptions * removed unused var * fix code style * replace empty name in input files with name from net input * restored old behaviour for static models * fix code style * fix warning - made const iterator * fix warning - remove reference in loop variable * added random and image_info input types to -i, fix problem with layout * replaced batch() with getBatchSize() in main * fix layout, shape, tensor shape parameters parsing * upd help messages for input, tensor shape and pcseq command * added buffer for cl output blobs, small fixes Signed-off-by: ivikhrev <ivan.vikhrev@intel.com> * added legacy mode * restore setBlob * code style formatting * move collecting latency for groups under flag * removed not applicable layouts * added hint to error message when wrong input name in -tensor_shape was specified * added new metrics to statistics report * Apply suggestions from code review * fix binary blobs filling when layout is CN * apply suggestions * moved file in the right place after rebase * improved -pcseq output * updated args and readme * removed TEMPLATE plugin registration * fix -shape arg decsription * enable providing several -i args as input * renamed legacy_mode to inference_only and made it default for static models, renamed tensor_shape to data_shape * upd readme * use getBlob() in inference only mode * fix old input type for static case * fix typo * upd readme * move log about benchmark mode to the measuring perfomance step * added class for latency metrics * upd readme, fix typos, renamed funcs * fix warning and upd parsing to avoid error with : in file paths * fix error on centos : error: use of deleted function ‘std::basic_stringstream<char>::basic_stringstream(const std::basic_stringstream<char>&) * added check for key in inputs * renamed input to inputs * adjust batch size for binary blobs * replaced warning with exception in bench mode defining * align measurement cycle with master Co-authored-by: ivikhrev <ivan.vikhrev@intel.com>
2021-12-17 12:20:43 +03:00
#else
using BufferType = void*;
#endif
std::map<std::string, ov::TensorVector> get_remote_input_tensors(
Dynamic reshapes (#7788) * Merged and compiling * Fix for dynamic shape type * review fixes * renamed blob shape to tensor shape, small improvements * fix code style * added parsing of multiple shapes * store latency per group, add isIdleRequestAvailable() to Infer Queue * added cached random inputs * redesign pipeline, added new metrics(avg, max, min), added metrics per groups * fixed code style * small improvements * modified tensor parameters parsing * modified -i parameter parsing: added possibility to specify input names * implemented image cashing * added cashed blobs creating * added -pcseq flag, modified batch filling, changes fps formula * improvements * code formatting * code formatting2 * apply suggestions from review * replaced Buffer class with InferenceEngine Blobs * use batch size in blobs filling * added shared blob allocator to handle blob's data * fixed warnings & code style * allocate blobs * fix for networks with image info input * added comments & fixed codestyle * clear data in free() in SharedBlobAllocator * remove unnecessary check * Delimeter is changed to :: * stylefix * added layout from string function, small improvements * modified parsing to enable : in input parameters * small fixes * small fixes * added missed blob allocation, fixes * [TEST]added support for remote blobs * fix remote blobs * new inputs/files output format * removed vectors resize which caused bugs * made cl::Buffer type under ifdef, fix inputs filling * changed batch() function to not throwing exceptions * removed unused var * fix code style * replace empty name in input files with name from net input * restored old behaviour for static models * fix code style * fix warning - made const iterator * fix warning - remove reference in loop variable * added random and image_info input types to -i, fix problem with layout * replaced batch() with getBatchSize() in main * fix layout, shape, tensor shape parameters parsing * upd help messages for input, tensor shape and pcseq command * added buffer for cl output blobs, small fixes Signed-off-by: ivikhrev <ivan.vikhrev@intel.com> * added legacy mode * restore setBlob * code style formatting * move collecting latency for groups under flag * removed not applicable layouts * added hint to error message when wrong input name in -tensor_shape was specified * added new metrics to statistics report * Apply suggestions from code review * fix binary blobs filling when layout is CN * apply suggestions * moved file in the right place after rebase * improved -pcseq output * updated args and readme * removed TEMPLATE plugin registration * fix -shape arg decsription * enable providing several -i args as input * renamed legacy_mode to inference_only and made it default for static models, renamed tensor_shape to data_shape * upd readme * use getBlob() in inference only mode * fix old input type for static case * fix typo * upd readme * move log about benchmark mode to the measuring perfomance step * added class for latency metrics * upd readme, fix typos, renamed funcs * fix warning and upd parsing to avoid error with : in file paths * fix error on centos : error: use of deleted function ‘std::basic_stringstream<char>::basic_stringstream(const std::basic_stringstream<char>&) * added check for key in inputs * renamed input to inputs * adjust batch size for binary blobs * replaced warning with exception in bench mode defining * align measurement cycle with master Co-authored-by: ivikhrev <ivan.vikhrev@intel.com>
2021-12-17 12:20:43 +03:00
const std::map<std::string, std::vector<std::string>>& inputFiles,
const std::vector<benchmark_app::InputsInfo>& app_inputs_info,
const ov::CompiledModel& compiledModel,
std::vector<BufferType>& clBuffer,
size_t num_requests);
Dynamic reshapes (#7788) * Merged and compiling * Fix for dynamic shape type * review fixes * renamed blob shape to tensor shape, small improvements * fix code style * added parsing of multiple shapes * store latency per group, add isIdleRequestAvailable() to Infer Queue * added cached random inputs * redesign pipeline, added new metrics(avg, max, min), added metrics per groups * fixed code style * small improvements * modified tensor parameters parsing * modified -i parameter parsing: added possibility to specify input names * implemented image cashing * added cashed blobs creating * added -pcseq flag, modified batch filling, changes fps formula * improvements * code formatting * code formatting2 * apply suggestions from review * replaced Buffer class with InferenceEngine Blobs * use batch size in blobs filling * added shared blob allocator to handle blob's data * fixed warnings & code style * allocate blobs * fix for networks with image info input * added comments & fixed codestyle * clear data in free() in SharedBlobAllocator * remove unnecessary check * Delimeter is changed to :: * stylefix * added layout from string function, small improvements * modified parsing to enable : in input parameters * small fixes * small fixes * added missed blob allocation, fixes * [TEST]added support for remote blobs * fix remote blobs * new inputs/files output format * removed vectors resize which caused bugs * made cl::Buffer type under ifdef, fix inputs filling * changed batch() function to not throwing exceptions * removed unused var * fix code style * replace empty name in input files with name from net input * restored old behaviour for static models * fix code style * fix warning - made const iterator * fix warning - remove reference in loop variable * added random and image_info input types to -i, fix problem with layout * replaced batch() with getBatchSize() in main * fix layout, shape, tensor shape parameters parsing * upd help messages for input, tensor shape and pcseq command * added buffer for cl output blobs, small fixes Signed-off-by: ivikhrev <ivan.vikhrev@intel.com> * added legacy mode * restore setBlob * code style formatting * move collecting latency for groups under flag * removed not applicable layouts * added hint to error message when wrong input name in -tensor_shape was specified * added new metrics to statistics report * Apply suggestions from code review * fix binary blobs filling when layout is CN * apply suggestions * moved file in the right place after rebase * improved -pcseq output * updated args and readme * removed TEMPLATE plugin registration * fix -shape arg decsription * enable providing several -i args as input * renamed legacy_mode to inference_only and made it default for static models, renamed tensor_shape to data_shape * upd readme * use getBlob() in inference only mode * fix old input type for static case * fix typo * upd readme * move log about benchmark mode to the measuring perfomance step * added class for latency metrics * upd readme, fix typos, renamed funcs * fix warning and upd parsing to avoid error with : in file paths * fix error on centos : error: use of deleted function ‘std::basic_stringstream<char>::basic_stringstream(const std::basic_stringstream<char>&) * added check for key in inputs * renamed input to inputs * adjust batch size for binary blobs * replaced warning with exception in bench mode defining * align measurement cycle with master Co-authored-by: ivikhrev <ivan.vikhrev@intel.com>
2021-12-17 12:20:43 +03:00
std::map<std::string, ov::Tensor> get_remote_output_tensors(const ov::CompiledModel& compiledModel,
std::map<std::string, ::gpu::BufferType>& clBuffer);
} // namespace gpu