yolo3 debug start

2018-12-19 19:39:31 +01:00
parent dc55874f14
commit bc0ea65766
4 changed files with 841 additions and 1 deletions
@@ -0,0 +1,52 @@
+#include<iostream>
+#include "tkdnn.h"
+
+const char *input_bin  = "../tests/yolo3_berkeley/layers/input.bin";
+const char *c0_bin     = "../tests/yolo3_berkeley/layers/c0.bin";
+const char *c1_bin     = "../tests/yolo3_berkeley/layers/c1.bin";
+const char *c2_bin     = "../tests/yolo3_berkeley/layers/c2.bin";
+const char *c3_bin     = "../tests/yolo3_berkeley/layers/c3.bin";
+const char *output_bin = "../tests/yolo3_berkeley/debug/layer3_out.bin";
+
+int main() {
+
+    // Network layout
+    tk::dnn::dataDim_t dim(1, 3, 320, 544, 1);
+    tk::dnn::Network net(dim);
+
+    tk::dnn::Conv2d     c0 (&net, 32, 3, 3, 1, 1, 1, 1,   c0_bin, true);
+    tk::dnn::Activation a0 (&net, tk::dnn::ACTIVATION_LEAKY);
+    tk::dnn::Conv2d     c1 (&net, 64, 3, 3, 2, 2, 1, 1,   c1_bin, true);
+    tk::dnn::Activation a1 (&net, tk::dnn::ACTIVATION_LEAKY);
+    tk::dnn::Conv2d     c2 (&net, 32, 1, 1, 1, 1, 0, 0,   c2_bin, true);
+    tk::dnn::Activation a2 (&net, tk::dnn::ACTIVATION_LEAKY);
+    tk::dnn::Conv2d     c3 (&net, 64, 3, 3, 1, 1, 1, 1,   c3_bin, true);
+    tk::dnn::Activation a3 (&net, tk::dnn::ACTIVATION_LEAKY);
+
+    // Load input
+    dnnType *data;
+    dnnType *input_h;
+    readBinaryFile(input_bin, dim.tot(), &input_h, &data);
+    
+    //print network model
+    net.print();
+
+
+    dnnType *out_data;  // cudnn output
+
+    tk::dnn::dataDim_t dim1 = dim; //input dim
+    printCenteredTitle(" CUDNN inference ", '=', 30); {
+        dim1.print();
+        TIMER_START
+        out_data = net.infer(dim1, data);    
+        TIMER_STOP
+        dim1.print();   
+    }
+
+    printCenteredTitle(" CHECK RESULTS ", '=', 30);
+    dnnType *out, *out_h;
+    int out_dim = net.getOutputDim().tot();
+    readBinaryFile(output_bin, out_dim, &out_h, &out);
+    std::cout<<"CUDNN vs correct"; checkResult(out_dim, out_data, out);
+    return 0;
+}