TensorRT  8.2.0
NvInferPlugin.h
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49 
50 #ifndef NV_INFER_PLUGIN_H
51 #define NV_INFER_PLUGIN_H
52 
53 #include "NvInfer.h"
54 #include "NvInferPluginUtils.h"
60 
61 extern "C"
62 {
78  TENSORRTAPI nvinfer1::IPluginV2* createRPNROIPlugin(int32_t featureStride, int32_t preNmsTop, int32_t nmsMaxOut,
79  float iouThreshold, float minBoxSize, float spatialScale, nvinfer1::DimsHW pooling,
80  nvinfer1::Weights anchorRatios, nvinfer1::Weights anchorScales);
81 
92  const nvinfer1::Weights* scales, bool acrossSpatial, bool channelShared, float eps);
93 
100 
108  nvinfer1::plugin::GridAnchorParameters* param, int32_t numLayers);
109 
116 
123  TENSORRTAPI nvinfer1::IPluginV2* createReorgPlugin(int32_t stride);
124 
133 
164 
173  TENSORRTAPI nvinfer1::IPluginV2* createSplitPlugin(int32_t axis, int32_t* output_lengths, int32_t noutput);
174 
185  float epsilon, nvinfer1::Weights scale_weights, nvinfer1::Weights bias_weights);
186 
194  TENSORRTAPI bool initLibNvInferPlugins(void* logger, const char* libNamespace);
195 
196 } // extern "C"
197 
198 #endif // NV_INFER_PLUGIN_H
nvinfer1::Weights
An array of weights used as a layer parameter.
Definition: NvInferRuntime.h:155
nvinfer1::plugin::RegionParameters
The Region plugin layer performs region proposal calculation: generate 5 bounding boxes per cell (for...
Definition: NvInferPluginUtils.h:229
nvinfer1::IPluginV2
Plugin class for user-implemented layers.
Definition: NvInferRuntimeCommon.h:409
createNMSPlugin
nvinfer1::IPluginV2 * createNMSPlugin(nvinfer1::plugin::DetectionOutputParameters param)
The DetectionOutput plugin layer generates the detection output based on location and confidence pred...
nvinfer1::plugin::GridAnchorParameters
The Anchor Generator plugin layer generates the prior boxes of designated sizes and aspect ratios acr...
Definition: NvInferPluginUtils.h:151
nvinfer1::plugin::PriorBoxParameters
The PriorBox plugin layer generates the prior boxes of designated sizes and aspect ratios across all ...
Definition: NvInferPluginUtils.h:97
createPriorBoxPlugin
nvinfer1::IPluginV2 * createPriorBoxPlugin(nvinfer1::plugin::PriorBoxParameters param)
The PriorBox plugin layer generates the prior boxes of designated sizes and aspect ratios across all ...
nvinfer1::DimsHW
Descriptor for two-dimensional spatial data.
Definition: NvInferLegacyDims.h:100
createAnchorGeneratorPlugin
nvinfer1::IPluginV2 * createAnchorGeneratorPlugin(nvinfer1::plugin::GridAnchorParameters *param, int32_t numLayers)
The Grid Anchor Generator plugin layer generates the prior boxes of designated sizes and aspect ratio...
initLibNvInferPlugins
bool initLibNvInferPlugins(void *logger, const char *libNamespace)
Initialize and register all the existing TensorRT plugins to the Plugin Registry with an optional nam...
createInstanceNormalizationPlugin
nvinfer1::IPluginV2 * createInstanceNormalizationPlugin(float epsilon, nvinfer1::Weights scale_weights, nvinfer1::Weights bias_weights)
The Instance Normalization Plugin computes the instance normalization of an input tensor....
createSplitPlugin
nvinfer1::IPluginV2 * createSplitPlugin(int32_t axis, int32_t *output_lengths, int32_t noutput)
The Split Plugin performs a split operation on the input tensor. It splits the input tensor into seve...
createNormalizePlugin
nvinfer1::IPluginV2 * createNormalizePlugin(const nvinfer1::Weights *scales, bool acrossSpatial, bool channelShared, float eps)
The Normalize plugin layer normalizes the input to have L2 norm of 1 with scale learnable....
createRPNROIPlugin
nvinfer1::IPluginV2 * createRPNROIPlugin(int32_t featureStride, int32_t preNmsTop, int32_t nmsMaxOut, float iouThreshold, float minBoxSize, float spatialScale, nvinfer1::DimsHW pooling, nvinfer1::Weights anchorRatios, nvinfer1::Weights anchorScales)
Create a plugin layer that fuses the RPN and ROI pooling using user-defined parameters....
NvInfer.h
NvInferPluginUtils.h
createBatchedNMSPlugin
nvinfer1::IPluginV2 * createBatchedNMSPlugin(nvinfer1::plugin::NMSParameters param)
The BatchedNMS Plugin performs non_max_suppression on the input boxes, per batch, across all classes....
nvinfer1::plugin::NMSParameters
The NMSParameters are used by the BatchedNMSPlugin for performing the non_max_suppression operation o...
Definition: NvInferPluginUtils.h:254
nvinfer1::plugin::DetectionOutputParameters
The DetectionOutput plugin layer generates the detection output based on location and confidence pred...
Definition: NvInferPluginUtils.h:190
createRegionPlugin
nvinfer1::IPluginV2 * createRegionPlugin(nvinfer1::plugin::RegionParameters params)
The Region plugin layer performs region proposal calculation: generate 5 bounding boxes per cell (for...
createReorgPlugin
nvinfer1::IPluginV2 * createReorgPlugin(int32_t stride)
The Reorg plugin reshapes input of shape CxHxW into a (C*stride*stride)x(H/stride)x(W/stride) shape,...