tensorNet.h File Reference

#include <NvInfer.h>
#include <jetson-utils/cudaUtility.h>
#include <jetson-utils/commandLine.h>
#include <jetson-utils/imageFormat.h>
#include <jetson-utils/timespec.h>
#include <jetson-utils/logging.h>
#include <vector>
#include <sstream>
#include <math.h>

Go to the source code of this file.

Classes
class	tensorNet
	Abstract class for loading a tensor network with TensorRT. More...
class	tensorNet::Logger
	Logger class for GIE info/warning/errors. More...
class	tensorNet::Profiler
	Profiler interface for measuring layer timings. More...
struct	tensorNet::layerInfo

Namespaces
	nvinfer1

Macros
#define	DIMS_C(x)   x.c
#define	DIMS_H(x)   x.h
#define	DIMS_W(x)   x.w
#define	NV_TENSORRT_MAJOR   1
#define	NV_TENSORRT_MINOR   0
#define	NOEXCEPT
#define	TENSORRT_VERSION_CHECK(major, minor, patch)   (NV_TENSORRT_MAJOR > major || (NV_TENSORRT_MAJOR == major && NV_TENSORRT_MINOR > minor) || (NV_TENSORRT_MAJOR == major && NV_TENSORRT_MINOR == minor && NV_TENSORRT_PATCH >= patch))
	Macro for checking the minimum version of TensorRT that is installed. More...
#define	DEFAULT_MAX_BATCH_SIZE   1
	Default maximum batch size. More...
#define	LOG_TRT   "[TRT] "
	Prefix used for tagging printed log output from TensorRT. More...

Typedefs
typedef nvinfer1::Dims3	Dims3

Enumerations
enum	precisionType {   TYPE_DISABLED = 0, TYPE_FASTEST, TYPE_FP32, TYPE_FP16,   TYPE_INT8, NUM_PRECISIONS }
	Enumeration for indicating the desired precision that the network should run in, if available in hardware. More...
enum	deviceType {   DEVICE_GPU = 0, DEVICE_DLA, DEVICE_DLA_0 = DEVICE_DLA, DEVICE_DLA_1,   NUM_DEVICES }
	Enumeration for indicating the desired device that the network should run on, if available in hardware. More...
enum	modelType {   MODEL_CUSTOM = 0, MODEL_CAFFE, MODEL_ONNX, MODEL_UFF,   MODEL_ENGINE }
	Enumeration indicating the format of the model that's imported in TensorRT (either caffe, ONNX, or UFF). More...
enum	profilerQuery {   PROFILER_PREPROCESS = 0, PROFILER_NETWORK, PROFILER_POSTPROCESS, PROFILER_VISUALIZE,   PROFILER_TOTAL }
	Profiling queries. More...
enum	profilerDevice { PROFILER_CPU = 0, PROFILER_CUDA }
	Profiler device. More...

Functions
const char *	precisionTypeToStr (precisionType type)
	Stringize function that returns precisionType in text. More...
precisionType	precisionTypeFromStr (const char *str)
	Parse the precision type from a string. More...
const char *	deviceTypeToStr (deviceType type)
	Stringize function that returns deviceType in text. More...
deviceType	deviceTypeFromStr (const char *str)
	Parse the device type from a string. More...
const char *	modelTypeToStr (modelType type)
	Stringize function that returns modelType in text. More...
modelType	modelTypeFromStr (const char *str)
	Parse the model format from a string. More...
modelType	modelTypeFromPath (const char *path)
	Parse the model format from a file path. More...
const char *	profilerQueryToStr (profilerQuery query)
	Stringize function that returns profilerQuery in text. More...

Macro Definition Documentation

DIMS_C

#define DIMS_C

(

x

)

x.c

DIMS_H

#define DIMS_H

(

x

)

x.h

DIMS_W

#define DIMS_W

(

x

)

x.w

NOEXCEPT

#define NOEXCEPT

NV_TENSORRT_MAJOR

#define NV_TENSORRT_MAJOR   1

NV_TENSORRT_MINOR

#define NV_TENSORRT_MINOR   0

Typedef Documentation

Dims3

typedef nvinfer1::Dims3 Dims3