Test files for the remaining conv layers

Author: AnirudhBHarish

c_reference/tests/conv1d/conv1d_depthwise/conv_param_depth.h

@@ -0,0 +1,27 @@
+#include<stdio.h>
+#include<stdlib.h>
+
+#include"conv_param_depth.h"
+#include"conv1d.h"
+#include"conv_utils.h"
+
+int main(){
+    
+    ConvLayers_Params conv_params = {
+        .W = CONV_WEIGHT,
+        .B = CONV_BIAS,
+    };
+
+    float pred[O_T * I_F] = {};
+    Conv1D_Depth(pred, O_T, INPUT, 1, I_T, I_F, PAD, FILT, &conv_params, ACT);
+    float error = 0;
+    for(int t = 0 ; t < O_T ; t++){
+        for(int d = 0 ; d < I_F ; d++){
+            error += ((pred[t * I_F + d] - OUTPUT[t * I_F + d]) * (pred[t * I_F + d] - OUTPUT[t * I_F + d]));
+        }
+    }
+    float avg_error = error/(O_T*I_F);
+    printf("Squared Error : %f \t ; MSE : %f  \n", error, avg_error);
+
+    return 0 ;
+}

c_reference/tests/conv1d/conv1d_depthwise/test_conv1d_depth.c

@@ -0,0 +1,29 @@
+#include<stdio.h>
+#include<stdlib.h>
+
+#include"conv_param_lr.h"
+#include"conv1d.h"
+#include"conv_utils.h"
+
+int main(){
+    
+    ConvLayers_LR_Params conv_params = {
+        .W1 = CONV_W1,
+        .W2 = CONV_W2,
+        .B = CONV_BIAS,
+        .rank = LR_RANK
+    };
+
+    float pred[O_T * O_F] = {};
+    Conv1D_LR(pred, O_T, O_F, INPUT, 1, I_T, I_F, PAD, FILT, &conv_params, ACT);
+    float error = 0;
+    for(int t = 0 ; t < O_T ; t++){
+        for(int d = 0 ; d < I_F ; d++){
+            error += ((pred[t * I_F + d] - OUTPUT[t * I_F + d]) * (pred[t * I_F + d] - OUTPUT[t * I_F + d]));
+        }
+    }
+    float avg_error = error/(O_T*I_F);
+    printf("Squared Error : %f \t ; MSE : %f  \n", error, avg_error);
+
+    return 0 ;
+}

c_reference/tests/conv1d/conv1d_lr/conv_param_lr.h

@@ -0,0 +1,29 @@
+#include<stdio.h>
+#include<stdlib.h>
+
+#include"conv_param_lr_depth.h"
+#include"conv1d.h"
+#include"conv_utils.h"
+
+int main(){
+    
+    ConvLayers_LR_Params conv_params = {
+        .W1 = CONV_W1,
+        .W2 = CONV_W2,
+        .B = CONV_BIAS,
+        .rank = LR_RANK
+    };
+
+    float pred[O_T * O_F] = {};
+    Conv1D_Depth_LR(pred, O_T, INPUT, 1, I_T, I_F, PAD, FILT, &conv_params, ACT);
+    float error = 0;
+    for(int t = 0 ; t < O_T ; t++){
+        for(int d = 0 ; d < I_F ; d++){
+            error += ((pred[t * I_F + d] - OUTPUT[t * I_F + d]) * (pred[t * I_F + d] - OUTPUT[t * I_F + d]));
+        }
+    }
+    float avg_error = error/(O_T*I_F);
+    printf("Squared Error : %f \t ; MSE : %f  \n", error, avg_error);
+
+    return 0 ;
+}