Adding failing sampling test on 1*1 filters

llvm/projects/hpvm-tensor-rt/dnn_sources/src/test_ops.cc

@@ -546,11 +546,11 @@ void testPerforation(){
 
   //printTensorValues(input);
 
-  void* res = tensorConvPerfCuda(input, filter, 0, 0, 1, 1, 1, 1, 2, 1, 0);
+  void* res = tensorConvPerfCuda(input, filter, 0, 0, 1, 1, 1, 1, 2, 1, 1);
 
   printTensorValues(res);  
 
-  void* res2 = tensorConvApproxHalf2(input, filter, 0, 0, 1, 1, 1, 1, 2, 1, 1, 0);
+  void* res2 = tensorConvApproxHalf2(input, filter, 0, 0, 1, 1, 1, 1, 2, 1, 1, 1);
 
   //void* res2 = tensorConvPerfCuda(input, filter, 0, 0, 1, 1, 1, 1, 2, 1, 0);
 
@@ -559,22 +559,67 @@ void testPerforation(){
   printTensorValues(res2);
 
 
-  void* res3 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 3, 1, 1, 0);
+  void* res3 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 2, 1, 1, 1);
   
   printTensorValues(res3);
 
   
-  //void* res4 = tensorConvPerfSim(input, filter, 0, 0, 1, 1, 1, 1, 2, 1);
+  //void* res4 = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 1, 0);
+  
+  //printTensorValues(res4);
   
-  //printTensorValues(res4);  
 }
 
 
 
 
-void testSampling(){
+
+void testPerforation2(){
 
   printf("***** Testing Perforation ***** \n\n");
+  Tensor* input = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 1, 1, 8, 8);
+  fillTensorWithVal(input, 3);
+  //fillWithOnesAndTwos(input);
+  
+  Tensor* filter = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 1, 1, 3, 3);
+  fillTensorWithVal(filter, 2);
+
+  float* host_ptr = (float*) ((struct Tensor*) input)->host_data;
+  host_ptr[16] = 0;
+  host_ptr[17] = 0;
+  host_ptr[18] = 0;
+  host_ptr[19] = 0;
+  host_ptr[20] = 0;
+  host_ptr[21] = 0;
+  host_ptr[22] = 0;
+  host_ptr[23] = 0;
+
+  
+  host_ptr[56] = 0;
+  host_ptr[57] = 0;
+  host_ptr[58] = 0;
+  host_ptr[59] = 0;
+  host_ptr[60] = 0;
+  host_ptr[61] = 0;
+  host_ptr[62] = 0;
+  host_ptr[63] = 0;
+ 
+  
+  void* res2 = tensorConvApproxHalf2(input, filter, 0, 0, 1, 1, 1, 1, 4, 1, 1, 1);
+
+  convertToFP32((struct Tensor*) res2);
+  
+  printTensorValues(res2);
+  
+}
+
+
+
+
+
+void testSampling(){
+
+  printf("***** Testing Sampling ***** \n\n");
   Tensor* input = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 1, 3, 4, 4);
   fillTensorWithVal(input, 1);
   //fillWithOnesAndTwos(input);
@@ -599,6 +644,28 @@ void testSampling(){
 
 
 
+void testSampling2(){
+
+  printf("***** TestingSampling2 ***** \n\n");
+  Tensor* input = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 1, 3, 2, 2);
+  fillTensorWithVal(input, 2);
+  //fillWithOnesAndTwos(input);
+  
+  Tensor* filter = (Tensor*) create4DTensor(CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 4, 3, 1, 1);
+  fillTensorWithVal(filter, 2);
+
+  // Interpolation not being applied most likely
+  void* res = tensorConvApprox(input, filter, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1);
+  
+  printTensorValues(res);
+
+}
+
+
+
+
+
+
 
 
 
@@ -631,11 +698,17 @@ int main(){
   //testSampleFilter();
   
 
-  //--- testPerforation();
+  //testPerforation();
+
+
+  // testPerforation2();
 
 
-  testSampling();
+  //-- testSampling();
   
+
+  testSampling2();
+
   
   
   stopProfiling();