LEAKY plugin

src/NetworkRT.cpp

@@ -4,6 +4,7 @@
 #include "NetworkRT.h"
 
 using namespace nvinfer1;
+#include "pluginsRT/ActivationLeakyRT.cpp"
 
 // Logger for info/warning/errors
 class Logger : public ILogger			
@@ -183,14 +184,21 @@ ITensor* NetworkRT::convert_layer(ITensor *input, Pooling *l) {
 ITensor* NetworkRT::convert_layer(ITensor *input, Activation *l) {
     std::cout<<"convert Activation\n";
 
+    if(l->act_mode == ACTIVATION_LEAKY) {
+        std::cout<<"New plugin LEAKY\n";
+        IPlugin *plugin = new ActivationLeakyRT();
+        IPluginLayer *lRT = networkRT->addPlugin(&input, 1, *plugin);
+        checkNULL(lRT);
+        return lRT->getOutput(0);
+    }
+
     IActivationLayer *lRT = networkRT->addActivation(*input, ActivationType::kRELU);
     checkNULL(lRT);
-
     return lRT->getOutput(0);
 }
 
 ITensor* NetworkRT::convert_layer(ITensor *input, Softmax *l) {
-    std::cout<<"convert Activation\n";
+    std::cout<<"convert softmax\n";
 
     ISoftMaxLayer *lRT = networkRT->addSoftMax(*input);
     checkNULL(lRT);

src/pluginsRT/ActivationLeakyRT.cpp

@@ -0,0 +1,58 @@
+#include<cassert>
+#include "kernels.h"
+
+class ActivationLeakyRT : public IPlugin {
+
+public:
+	ActivationLeakyRT() {
+
+
+	}
+
+	~ActivationLeakyRT(){
+
+	}
+
+	int getNbOutputs() const override {
+		return 1;
+	}
+
+	Dims getOutputDimensions(int index, const Dims* inputs, int nbInputDims) override {
+		return inputs[0];
+	}
+
+	void configure(const Dims* inputDims, int nbInputs, const Dims* outputDims, int nbOutputs, int maxBatchSize) override {
+		size = 1;
+		for(int i=0; i<outputDims[0].nbDims; i++)
+			size *= outputDims[0].d[i];
+	}
+
+	int initialize() override {
+
+		return 0;
+	}
+
+	virtual void terminate() override {
+	}
+
+	virtual size_t getWorkspaceSize(int maxBatchSize) const override {
+		return 0;
+	}
+
+	virtual int enqueue(int batchSize, const void*const * inputs, void** outputs, void* workspace, cudaStream_t stream) override {
+
+		activationLEAKYForward((value_type*)reinterpret_cast<const value_type*>(inputs[0]), 
+											reinterpret_cast<value_type*>(outputs[0]), size);
+		return 0;
+	}
+
+
+	virtual size_t getSerializationSize() override {
+		return 0;
+	}
+
+	virtual void serialize(void* buffer) override {
+	}
+
+	int size;
+};