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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/blend/blend_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/blend/blend_u8_Tensor_PLN1.csv
deleted file mode 100644
index 75ddde114..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/blend/blend_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/blend/blend_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/blend/blend_u8_Tensor_PLN3.csv
deleted file mode 100644
index ba1af167d..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/blend/blend_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor.bin
new file mode 100644
index 000000000..689f103c9
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PKD3.csv
deleted file mode 100644
index 9cffb2e37..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PKD3.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PLN1.csv
deleted file mode 100644
index 914dad3a7..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PLN3.csv
deleted file mode 100644
index a02797b2c..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/brightness/brightness_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor.bin
new file mode 100644
index 000000000..09e811176
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor_PKD3.csv
deleted file mode 100644
index 2f7ffccc9..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor_PKD3.csv
+++ /dev/null
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68,62,97,45,39,88,36,30,86,36,30,84,34,29,84,34,30,82,32,30,86,35,32,83,32,30,84,33,31,85,34,32,82,32,30,82,31,28,83,32,30,84,34,32,84,34,32,83,34,30,82,33,30,84,35,32,84,35,32,84,35,32,84,35,32,84,35,32,84,35,32,84,35,32,84,35,32,84,35,32,84,34,32,84,34,32,83,34,31,82,32,30,82,32,30,82,32,30,81,32,29,82,32,30,82,32,30,81,32,29,80,30,28,80,31,28,80,31,28,81,32,29,82,32,30,86,36,34,87,38,35,86,37,34,85,36,33,84,34,32,83,34,31,82,33,30,82,32,30,84,34,32,84,34,32,84,34,32,84,34,32,84,35,32,85,36,33,86,36,34,86,36,34,86,36,34,86,36,32,86,36,34,85,36,34,86,36,34,86,36,33,87,36,33,86,35,32,86,36,32,84,34,32,84,34,32,82,35,32,82,33,30,84,34,30,84,33,27,89,36,26,98,42,24,140,82,56,154,95,64,134,74,42,96,36,10,108,45,17,150,86,50,158,96,60,137,76,50,102,42,25,94,36,26,88,32,26,88,36,28,86,36,30,83,34,30,82,32,30,84,34,32,84,34,31,83,34,30,83,34,30,84,34,31,84,34,32,84,35,32,84,34,32,84,34,32,84,35,32,85,36,32,86,36,33,86,37,34,86,37,34,86,37,34,86,37,34,86,36,34,86,36,34,85,36,33,86,36,34,86,36,34,86,36,34,86,36,34,86,36,34,86,36,34,86,36,34,86,36,33,86,36,33,85,36,32,85,36,32,84,34,32,84,34,31,84,34,31,84,34,31,84,34,32,84,34,32,84,34,31,82,32,30,82,32,29,82,32,29,82,32,30,82,32,30,82,32,30,82,32,30,82,32,30,83,34,30,84,34,32,85,36,32,85,36,32,86,36,34,87,38,34,88,38,34,88,39,35,89,40,36,0,0,0,0,0,0,138,86,79,148,96,89,140,88,80,116,65,58,106,52,46,96,42,36,88,36,30,86,34,28,82,32,26,82,32,26,79,29,25,84,34,30,84,34,32,85,34,32,87,36,36,84,33,31,82,32,30,82,32,29,83,32,30,85,34,32,84,34,32,83,32,30,83,34,30,85,36,32,84,35,32,84,35,32,84,34,32,84,34,31,84,34,31,84,34,32,84,35,32,84,35,32,84,34,31,84,34,31,82,33,30,82,32,30,81,32,29,81,32,29,81,32,29,81,32,29,80,30,28,80,31,28,80,30,28,79,30,27,80,30,28,80,31,28,82,32,30,84,34,32,83,34,31,83,34,31,83,34,31,82,33,30,82,32,30,82,32,30,82,33,30,83,34,31,83,34,31,83,34,31,84,34,32,84,34,32,85,36,33,85,36,33,84,35,32,84,34,32,86,36,33,86,36,32,86,36,34,84,36,33,85,36,33,86,36,33,86,35,32,86,34,31,84,34,30,84,34,30,83,34,32,82,34,31,81,32,29,83,34,30,86,34,28,96,42,31,142,85,64,154,94,65,134,74,42,100,41,8,106,45,20,146,84,56,160,95,56,143,80,42,104,42,19,91,32,20,86,30,23,87,32,28,86,34,28,85,35,29,86,36,34,84,36,33,84,33,31,84,33,30,83,34,30,83,34,30,84,34,31,84,34,32,84,34,32,84,34,31,84,34,32,84,34,32,84,35,32,86,36,33,86,37,34,86,37,34,86,37,34,86,36,34,86,36,34,86,36,34,85,36,33,86,36,34,86,36,34,86,37,34,86,36,34,86,36,34,86,36,34,86,36,34,86,36,33,85,36,32,84,35,32,84,34,32,84,34,31,82,33,30,82,33,30,82,33,30,83,34,30,84,34,31,83,34,30,82,32,30,82,32,29,82,32,29,82,32,30,82,32,29,82,32,29,82,32,29,82,32,30,82,33,30,84,34,31,85,36,32,84,35,32,86,36,33,86,36,32,87,38,34,88,38,34,88,39,35,0,0,0,0,0,0,
\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor_PLN3.csv
deleted file mode 100644
index e4184e31a..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_cast/color_cast_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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29,31,31,50,75,82,72,54,38,29,28,30,31,32,32,31,30,30,32,32,33,32,33,33,32,32,33,33,33,34,34,32,32,32,32,31,31,32,31,30,30,28,28,30,32,33,33,32,32,31,31,32,32,32,31,33,34,34,33,33,33,32,34,34,34,34,33,31,32,31,30,28,24,18,40,68,55,15,14,54,63,41,21,24,32,32,32,32,31,32,32,32,32,32,32,32,33,34,34,35,35,35,35,34,34,34,34,34,34,34,34,34,34,34,33,32,32,30,31,32,32,32,30,30,30,31,32,32,31,32,33,34,34,35,36,35,34,34,34,0,0,8,8,15,32,46,60,58,52,36,22,32,52,70,82,76,56,42,33,26,26,28,28,29,30,32,32,32,31,32,32,33,33,32,32,33,33,33,34,33,33,32,32,32,31,31,30,30,30,28,30,30,30,30,30,32,32,32,32,33,33,33,32,32,32,32,32,34,34,34,33,34,33,34,34,33,34,34,34,31,30,29,26,23,19,47,64,52,14,16,57,62,41,15,22,31,32,34,32,32,32,32,32,32,32,32,32,32,33,34,34,35,35,36,35,34,34,34,34,34,34,34,34,34,34,33,32,32,31,30,30,32,32,31,30,30,30,30,31,31,31,32,32,34,34,34,36,36,35,34,34,0,0,34,52,62,58,48,34,28,32,54,74,81,72,58,47,40,30,30,28,28,29,30,29,29,30,31,32,32,32,33,33,33,33,32,32,34,34,33,33,32,32,32,32,31,30,30,30,28,28,30,32,33,32,32,32,32,32,30,30,32,32,32,32,32,32,34,32,34,34,34,34,34,32,33,34,34,35,32,33,29,27,28,18,18,46,68,50,15,20,54,64,46,20,22,26,30,33,33,32,32,31,32,32,32,33,33,32,32,33,34,34,35,35,36,34,34,34,34,35,35,34,34,34,34,34,33,32,32,31,30,30,32,32,31,30,30,30,30,30,30,30,31,32,33,33,34,36,36,36,35,34,0,0,58,48,34,25,32,54,77,81,72,56,41,34,30,34,32,30,28,29,29,28,30,32,32,31,32,32,32,32,33,33,32,32,32,32,33,32,32,32,31,30,31,32,30,30,30,29,28,29,28,30,32,32,32,32,32,31,30,31,32,32,32,32,34,33,34,32,34,34,34,34,33,32,32,33,34,34,32,32,28,25,24,22,52,64,48,12,18,57,63,46,24,21,24,29,32,32,32,32,31,30,31,32,32,32,32,32,32,33,34,34,34,34,34,34,34,34,34,34,34,34,34,34,34,33,33,33,32,32,31,31,32,32,31,30,29,30,30,30,30,30,30,31,32,32,33,34,35,36,36,35,0,0,29,30,51,74,82,74,62,39,30,30,29,30,30,32,30,31,32,30,28,30,32,32,30,30,32,32,32,32,32,32,32,32,32,32,32,31,30,30,30,29,30,30,29,28,28,28,29,30,34,35,34,33,32,31,30,30,32,32,32,32,32,33,34,34,34,32,34,34,34,33,33,32,32,32,32,32,30,30,27,26,24,56,64,42,10,17,50,60,50,25,26,26,28,30,30,30,32,31,30,30,31,32,32,32,32,32,32,33,34,34,34,34,34,34,33,34,34,34,34,34,34,34,33,33,32,32,32,31,31,31,32,32,31,30,29,29,30,30,30,30,30,30,32,32,32,34,34,34,35,36,0,0,79,89,80,58,46,36,30,28,26,26,25,30,32,32,36,31,30,29,30,32,32,30,30,32,32,32,32,31,31,32,32,32,31,31,30,30,29,29,29,29,28,28,28,27,28,28,30,32,31,31,31,30,30,30,30,31,31,31,32,32,33,33,32,32,33,32,34,33,33,33,32,31,30,30,32,31,29,30,28,31,64,65,42,8,20,56,56,42,19,20,23,28,28,29,34,33,31,30,30,30,31,32,32,31,32,32,32,33,34,34,34,34,34,34,33,34,34,34,34,34,34,34,33,32,32,32,31,30,30,30,30,31,30,30,29,29,30,29,29,29,30,30,31,32,32,33,32,34,34,35,0,0,
\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor.bin
new file mode 100644
index 000000000..2c30e0f51
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PKD3.csv
deleted file mode 100644
index ace02da3f..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PKD3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PLN1.csv
deleted file mode 100644
index 6580d5161..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PLN1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PLN3.csv
deleted file mode 100644
index 89d4f2fe8..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_jitter/color_jitter_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor.bin
new file mode 100644
index 000000000..a2939a3f1
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor_PKD3.csv
deleted file mode 100644
index b4a1c0fa7..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor_PKD3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor_PLN3.csv
deleted file mode 100644
index b4a1c0fa7..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_to_greyscale/color_to_greyscale_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor.bin
new file mode 100644
index 000000000..f3c0c2f06
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor_PKD3.csv
deleted file mode 100644
index c7e198d4c..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor_PKD3.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor_PLN3.csv
deleted file mode 100644
index 092866abb..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/color_twist/color_twist_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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83,82,77,78,81,82,84,85,84,87,88,91,92,93,95,95,88,88,0,0,64,83,67,69,83,97,94,67,46,21,3,7,17,24,22,16,1,12,30,68,122,155,127,88,75,83,106,194,220,177,129,73,75,90,76,91,86,87,87,97,94,94,87,89,90,85,90,90,89,89,90,90,90,89,87,86,85,85,83,80,76,79,83,86,93,90,86,81,78,79,83,86,85,86,88,89,90,90,90,89,90,88,81,76,78,80,85,65,21,11,92,94,0,0,35,69,32,8,40,64,69,76,78,80,85,85,86,86,88,82,89,86,89,91,96,95,92,92,92,93,92,92,92,92,92,90,81,78,82,86,89,86,82,81,82,82,83,85,82,84,82,85,88,89,88,88,88,88,88,88,0,0,112,114,95,59,40,11,10,5,2,14,20,16,11,4,17,33,77,115,143,126,99,66,62,127,167,191,178,116,92,85,85,85,86,87,95,95,84,90,87,86,88,89,94,90,90,90,89,89,88,88,86,86,87,87,86,85,82,79,78,80,87,90,93,89,82,82,82,83,85,85,85,85,86,88,88,89,90,90,90,89,84,85,73,70,72,67,58,31,25,99,71,0,0,61,70,8,0,39,63,62,74,75,79,81,81,81,80,86,89,89,90,92,89,89,95,92,90,92,92,92,92,92,92,93,93,90,81,78,81,85,88,86,82,81,82,83,82,83,81,84,82,84,87,89,89,89,88,87,88,88,0,0,78,43,18,2,20,23,24,27,21,9,5,18,32,73,125,133,129,84,66,74,113,184,204,177,143,66,55,71,72,75,82,76,82,78,81,85,85,83,93,79,83,86,93,87,87,97,97,92,79,79,78,77,82,81,81,79,80,79,79,85,94,99,102,90,81,77,78,78,83,83,86,88,89,89,89,90,90,90,92,88,77,80,75,77,81,53,19,9,90,66,0,0,56,89,37,2,48,65,61,66,78,79,79,85,81,80,77,80,89,94,101,104,92,88,92,90,90,90,92,92,92,92,92,93,93,90,81,78,81,85,89,88,83,81,82,82,83,82,83,86,86,88,90,93,91,91,91,91,89,88,0,0,14,22,17,28,20,24,21,15,24,52,92,128,139,123,93,66,91,126,170,205,178,107,84,76,66,80,80,77,79,83,82,86,81,91,86,89,85,88,81,85,88,81,88,89,96,94,91,90,82,77,75,79,79,78,78,76,85,87,92,90,93,91,94,89,83,79,79,86,86,88,88,89,90,90,89,89,92,88,86,82,78,69,62,62,45,15,32,89,53,0,0,54,82,36,4,41,65,77,70,73,77,88,82,88,81,81,78,80,89,94,101,102,96,92,90,89,89,90,90,90,90,90,90,92,92,89,79,77,81,86,90,89,85,82,81,81,83,81,81,83,82,85,88,90,89,91,92,92,89,89,0,0,17,24,13,3,0,23,54,105,137,146,110,61,67,64,115,190,213,190,136,92,66,66,75,79,83,85,82,79,82,85,86,89,87,89,86,87,85,89,89,89,92,90,87,85,87,86,83,83,85,82,79,79,76,76,80,86,89,89,87,86,83,83,85,87,82,79,88,96,92,88,85,82,83,92,93,96,98,89,77,81,79,71,57,29,0,31,96,54,0,0,39,71,33,2,38,77,80,81,78,79,82,85,86,86,81,81,81,88,90,92,97,97,93,94,92,92,92,92,92,92,93,93,90,89,89,88,85,83,79,82,86,86,83,79,79,81,82,83,83,82,83,88,90,92,93,95,91,89,89,89,0,0,5,3,24,68,108,147,141,124,77,38,70,125,177,213,192,141,105,82,61,61,68,68,76,79,83,83,83,82,86,87,89,89,85,86,89,89,89,90,89,89,87,87,85,83,83,82,79,79,76,79,80,80,80,82,85,87,85,87,89,89,89,87,87,86,83,81,92,96,93,88,84,80,86,90,94,101,98,93,77,70,70,50,24,0,46,82,45,0,0,56,69,23,0,25,70,82,88,83,85,83,83,85,86,86,86,86,86,88,90,92,93,93,96,94,93,92,93,93,93,93,93,93,90,89,88,86,85,82,79,81,85,85,82,79,78,79,81,82,82,82,83,86,89,90,92,95,92,91,89,88,0,0,78,128,153,140,113,71,54,66,131,190,208,183,143,116,98,67,73,68,68,71,76,74,76,81,82,83,85,85,89,89,89,89,85,86,90,90,89,89,87,86,85,86,83,82,82,79,76,76,80,85,89,87,86,86,85,85,79,82,85,86,86,86,86,85,86,82,92,96,93,89,84,78,85,89,97,104,90,88,66,57,60,11,0,39,93,46,0,0,36,67,37,0,24,59,69,81,82,82,83,82,83,85,86,88,88,86,86,88,89,92,93,93,96,93,92,92,93,94,94,93,93,93,90,89,88,86,85,82,79,81,83,85,82,79,78,79,79,81,81,81,82,85,88,88,90,95,93,93,91,89,0,0,141,112,75,46,66,127,193,207,181,138,97,80,67,81,81,74,68,71,71,67,75,82,86,82,83,83,85,86,89,89,87,87,86,86,89,87,86,85,83,82,83,85,82,79,79,78,76,78,76,82,86,86,85,86,85,83,82,83,85,85,86,87,90,88,86,84,90,94,92,89,82,77,83,88,94,101,87,83,63,45,29,2,52,72,37,0,0,59,66,29,0,13,42,74,77,80,83,81,82,81,82,85,86,86,86,86,86,88,89,90,92,92,93,92,90,90,92,93,93,93,92,92,89,88,88,88,85,83,82,82,85,85,82,78,76,78,78,78,79,79,81,82,85,86,88,92,91,92,92,91,0,0,61,63,123,181,204,183,151,89,68,65,69,73,75,83,79,81,82,75,72,76,81,81,81,79,85,85,85,85,85,85,85,85,85,83,85,83,80,80,79,78,79,80,78,75,76,76,78,80,92,94,93,89,85,83,82,80,86,86,86,86,87,89,90,89,86,82,90,93,90,88,82,76,78,83,89,95,84,77,58,40,7,72,78,13,0,0,18,51,47,1,25,41,57,67,81,80,81,79,81,81,82,83,85,83,83,85,86,88,90,90,90,90,92,90,89,90,92,92,92,92,92,92,88,88,86,86,83,82,82,82,83,83,82,78,76,76,78,78,78,78,78,81,83,86,86,89,86,89,91,92,0,0,199,227,203,138,102,74,65,58,54,54,60,75,82,85,96,81,78,74,76,82,81,76,81,86,85,85,83,82,82,83,85,85,82,82,82,79,78,78,78,78,75,76,73,72,75,76,80,85,83,83,83,82,80,80,82,83,83,83,85,86,89,89,87,83,85,82,90,91,89,88,81,74,75,78,87,93,80,75,62,48,110,85,10,0,0,55,22,0,0,0,30,53,57,66,89,91,81,78,81,81,82,83,83,82,83,83,85,88,90,90,90,89,92,90,89,90,92,93,92,92,92,92,88,86,85,83,82,79,79,79,81,82,81,78,76,76,78,76,76,76,78,79,82,86,85,88,84,86,89,91,0,0,
\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor.bin
new file mode 100644
index 000000000..0e8cb518b
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PKD3.csv
deleted file mode 100644
index 8bc2262e8..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PKD3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PLN1.csv
deleted file mode 100644
index b0348140d..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PLN1.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PLN3.csv
deleted file mode 100644
index 20c940f45..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/contrast/contrast_u8_Tensor_PLN3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor.bin
new file mode 100644
index 000000000..5a8f6efed
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PKD3.csv
deleted file mode 100644
index 2b9ea12fd..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PKD3.csv
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PLN1.csv
deleted file mode 100644
index d19f322e5..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PLN3.csv
deleted file mode 100644
index 67766d407..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/copy/copy_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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3,60,61,65,64,64,63,62,62,63,64,64,62,62,61,59,58,58,58,58,56,57,55,54,56,57,60,63,62,62,62,61,60,60,61,62,62,62,63,64,66,66,65,63,66,64,67,66,66,66,65,62,61,61,63,62,58,59,57,62,129,130,83,16,40,112,112,83,38,39,46,55,55,58,67,66,62,61,61,61,62,63,63,62,63,63,64,66,68,68,68,67,68,67,66,67,68,69,68,68,68,68,66,65,64,63,62,60,60,60,61,62,61,59,58,58,59,58,58,58,59,60,62,65,64,66,65,67,69,70,0,0,
\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor.bin
new file mode 100644
index 000000000..754c36fc7
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PKD3.csv
deleted file mode 100644
index 61426ed32..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PKD3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PLN1.csv
deleted file mode 100644
index 7c715e96e..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PLN1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PLN3.csv
deleted file mode 100644
index a0528d836..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/crop/crop_u8_Tensor_PLN3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/crop_mirror_normalize/crop_mirror_normalize_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/crop_mirror_normalize/crop_mirror_normalize_u8_Tensor_PLN1.csv
deleted file mode 100644
index fa27e8dd2..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/crop_mirror_normalize/crop_mirror_normalize_u8_Tensor_PLN1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/crop_mirror_normalize/crop_mirror_normalize_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/crop_mirror_normalize/crop_mirror_normalize_u8_Tensor_PLN3.csv
deleted file mode 100644
index 89f86e97b..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/crop_mirror_normalize/crop_mirror_normalize_u8_Tensor_PLN3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PKD3.csv
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PLN1.csv
deleted file mode 100644
index bbf93d604..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PLN3.csv
deleted file mode 100644
index 05a8e0ee0..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/exposure/exposure_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor.bin
new file mode 100644
index 000000000..4bebceaef
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PKD3.csv
deleted file mode 100644
index fcb64b682..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PKD3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PLN1.csv
deleted file mode 100644
index 470e273bd..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PLN3.csv
deleted file mode 100644
index 0d4d15df3..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/flip/flip_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor.bin
new file mode 100644
index 000000000..1c905ca04
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PKD3.csv
deleted file mode 100644
index 29d7aeefc..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PKD3.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PLN1.csv
deleted file mode 100644
index f26483cd3..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PLN3.csv
deleted file mode 100644
index 563fd75e4..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/gamma_correction/gamma_correction_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor.bin
new file mode 100644
index 000000000..5b27b72d6
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PKD3.csv
deleted file mode 100644
index ed2cebe00..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PKD3.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PLN1.csv
deleted file mode 100644
index c9ff117e4..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PLN1.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PLN3.csv
deleted file mode 100644
index 5a408d772..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/gridmask/gridmask_u8_Tensor_PLN3.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor.bin
new file mode 100644
index 000000000..35ef5fa14
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PKD3.csv
deleted file mode 100644
index 1963da616..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PKD3.csv
+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PLN1.csv
deleted file mode 100644
index 19983c9d2..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PLN3.csv
deleted file mode 100644
index cf2d26be0..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/lut/lut_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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new file mode 100644
index 000000000..832ae3623
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PKD3.csv
deleted file mode 100644
index 7fbfbcff5..000000000
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PLN1.csv
deleted file mode 100644
index f88ad75b5..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PLN3.csv
deleted file mode 100644
index 9ebf1b5c8..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/non_linear_blend/non_linear_blend_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor.bin b/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor.bin
new file mode 100644
index 000000000..fed60db37
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PKD3.csv
deleted file mode 100644
index d699c4e46..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PKD3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PLN1.csv
deleted file mode 100644
index 1575da095..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PLN3.csv
deleted file mode 100644
index 29882574f..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/phase/phase_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeBicubic.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeBicubic.csv
deleted file mode 100644
index b0a78ec2e..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeBicubic.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeBilinear.csv
deleted file mode 100644
index 485e71813..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeBilinear.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeGaussian.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeGaussian.csv
deleted file mode 100644
index 94da0e444..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeGaussian.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeLanczos.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeLanczos.csv
deleted file mode 100644
index 5d1c7469b..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeLanczos.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv
deleted file mode 100644
index b0a78ec2e..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeTriangular.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeTriangular.csv
deleted file mode 100644
index b0a78ec2e..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PKD3_interpolationTypeTriangular.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeBicubic.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeBicubic.csv
deleted file mode 100644
index c93355016..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeBicubic.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeBilinear.csv
deleted file mode 100644
index 3a11daafc..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeBilinear.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeGaussian.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeGaussian.csv
deleted file mode 100644
index 0c13b4003..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeGaussian.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeLanczos.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeLanczos.csv
deleted file mode 100644
index 77cfcf89e..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeLanczos.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv
deleted file mode 100644
index c5a0f3ee5..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeTriangular.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeTriangular.csv
deleted file mode 100644
index c93355016..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN1_interpolationTypeTriangular.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeBicubic.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeBicubic.csv
deleted file mode 100644
index ad3059370..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeBicubic.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeBilinear.csv
deleted file mode 100644
index fbcff5dd2..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeBilinear.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeGaussian.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeGaussian.csv
deleted file mode 100644
index 6d2f04315..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeGaussian.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeLanczos.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeLanczos.csv
deleted file mode 100644
index e2e556882..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeLanczos.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv
deleted file mode 100644
index 33025f3fc..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeTriangular.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeTriangular.csv
deleted file mode 100644
index ad3059370..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize/resize_u8_Tensor_PLN3_interpolationTypeTriangular.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize_crop_mirror/resize_crop_mirror_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize_crop_mirror/resize_crop_mirror_u8_Tensor_PLN1.csv
deleted file mode 100644
index 9a86bb765..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize_crop_mirror/resize_crop_mirror_u8_Tensor_PLN1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize_crop_mirror/resize_crop_mirror_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize_crop_mirror/resize_crop_mirror_u8_Tensor_PLN3.csv
deleted file mode 100644
index 68eb26481..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize_crop_mirror/resize_crop_mirror_u8_Tensor_PLN3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PKD3.csv
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PLN1.csv
deleted file mode 100644
index 0ac4e572b..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PLN1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PLN3.csv
deleted file mode 100644
index 66367790d..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/resize_mirror_normalize/resize_mirror_normalize_u8_Tensor_PLN3.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PKD3.csv b/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PKD3.csv
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+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PLN1.csv
deleted file mode 100644
index 5a714f17a..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PLN3.csv
deleted file mode 100644
index fc0d2c0ec..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/ricap/ricap_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PKD3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PKD3_interpolationTypeBilinear.csv
deleted file mode 100644
index 1eb0bb041..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PKD3_interpolationTypeBilinear.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv
deleted file mode 100644
index f2f7bcc4d..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PKD3_interpolationTypeNearestNeighbor.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN1_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN1_interpolationTypeBilinear.csv
deleted file mode 100644
index f069853a3..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN1_interpolationTypeBilinear.csv
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv
deleted file mode 100644
index 4597636c9..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN1_interpolationTypeNearestNeighbor.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN3_interpolationTypeBilinear.csv b/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN3_interpolationTypeBilinear.csv
deleted file mode 100644
index c830a162b..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN3_interpolationTypeBilinear.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv b/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv
deleted file mode 100644
index 6c5e334c5..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/rotate/rotate_u8_Tensor_PLN3_interpolationTypeNearestNeighbor.csv
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/swap_channels/swap_channels_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/swap_channels/swap_channels_u8_Tensor_PLN1.csv
deleted file mode 100644
index 6580d5161..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/swap_channels/swap_channels_u8_Tensor_PLN1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT/swap_channels/swap_channels_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/swap_channels/swap_channels_u8_Tensor_PLN3.csv
deleted file mode 100644
index fe3e34695..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/swap_channels/swap_channels_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
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deleted file mode 100644
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deleted file mode 100644
index f0c836fe8..000000000
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+++ /dev/null
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/water/water_u8_Tensor_PLN1.csv b/utilities/test_suite/REFERENCE_OUTPUT/water/water_u8_Tensor_PLN1.csv
deleted file mode 100644
index ddeedfaa6..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/water/water_u8_Tensor_PLN1.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT/water/water_u8_Tensor_PLN3.csv b/utilities/test_suite/REFERENCE_OUTPUT/water/water_u8_Tensor_PLN3.csv
deleted file mode 100644
index 7ac8fe844..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT/water/water_u8_Tensor_PLN3.csv
+++ /dev/null
@@ -1 +0,0 @@
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63,68,59,58,66,64,69,63,62,60,73,66,62,62,62,68,67,61,66,66,63,62,64,67,68,67,63,64,64,60,68,65,70,59,135,48,67,61,123,126,114,42,52,37,57,61,66,48,46,62,65,62,61,63,64,66,66,66,64,67,70,68,71,71,69,68,68,69,70,69,68,67,69,69,64,61,60,65,64,62,62,60,62,62,64,64,63,63,68,71,71,70,69,73,71,71,69,0,0,0,0,109,15,21,102,117,104,52,90,101,105,115,107,140,25,111,108,111,66,121,89,93,64,58,63,30,68,89,60,61,77,19,98,65,66,52,63,138,67,66,64,144,129,69,62,65,68,70,68,57,60,69,63,70,57,60,66,66,69,68,66,65,67,66,65,65,60,63,68,59,66,66,60,65,64,67,69,68,65,64,64,58,66,63,66,63,129,48,69,65,129,125,114,40,56,26,65,64,65,47,39,62,64,61,59,62,61,65,67,67,67,67,70,69,68,71,71,68,68,69,69,70,69,68,69,70,68,62,62,61,64,64,65,62,61,62,65,63,62,63,66,71,69,68,69,71,70,74,71,0,0,0,0,70,105,20,107,115,98,117,105,50,90,85,58,115,13,113,59,81,56,65,32,22,146,58,62,27,18,138,62,64,117,18,152,64,65,65,111,93,66,65,62,62,62,69,61,69,60,73,66,60,62,70,64,70,61,63,64,68,66,65,64,70,65,65,64,67,62,60,63,64,67,66,64,65,65,66,68,68,65,68,65,55,66,64,69,50,100,73,62,67,119,91,126,111,42,105,65,67,40,110,58,64,64,62,58,67,62,65,64,67,67,69,70,70,69,71,71,69,69,69,69,70,69,68,70,70,68,64,62,61,63,64,66,62,62,61,62,62,61,62,66,70,69,67,68,70,73,74,69,0,0,0,0,19,96,30,90,108,28,55,63,13,75,16,103,59,70,115,20,165,58,136,26,27,89,65,60,116,24,48,64,66,137,104,61,64,65,62,126,62,67,62,66,63,66,66,59,65,64,67,68,57,59,67,66,67,64,63,63,69,64,66,63,68,65,62,65,67,62,63,61,63,67,67,65,63,66,68,70,68,65,68,59,47,64,68,68,36,24,135,64,59,34,47,82,125,98,122,66,66,50,110,62,63,64,62,61,69,63,65,64,65,64,69,69,71,70,72,69,69,70,69,69,69,69,67,70,69,68,64,63,61,65,67,67,62,60,60,63,63,59,61,65,68,68,66,66,71,74,73,70,0,0,0,76,27,102,116,92,98,26,162,143,16,115,21,115,65,89,59,14,66,57,75,18,35,61,60,62,74,80,62,66,66,66,98,62,65,66,66,93,63,65,58,68,65,64,63,57,61,68,65,62,70,66,65,70,65,63,62,60,66,62,64,65,62,59,58,65,64,68,69,67,66,66,65,65,63,67,68,63,68,68,67,55,112,57,68,66,129,101,29,56,42,109,51,45,33,58,42,65,63,57,39,62,64,64,65,67,66,65,66,68,64,67,70,68,69,72,71,68,69,69,69,70,69,67,66,69,68,63,62,62,62,67,66,63,59,59,62,64,61,59,60,66,69,69,65,66,70,74,70,70,0,0,86,99,30,115,64,28,104,18,61,59,79,61,39,67,71,150,25,101,56,64,56,127,108,60,64,63,138,65,61,64,64,58,130,60,63,62,65,73,63,61,56,65,64,66,62,57,57,66,68,62,62,64,62,69,61,60,64,65,62,60,64,66,65,65,70,64,67,69,59,61,66,62,65,67,65,67,61,60,65,68,65,43,83,48,66,64,30,83,107,52,123,82,55,58,122,108,57,62,61,61,56,62,65,62,63,70,64,66,68,69,67,67,71,67,67,69,69,68,68,68,69,70,69,66,64,66,64,61,62,60,64,65,62,60,58,60,62,64,63,58,59,68,70,72,65,67,71,73,70,70,0,0,110,95,116,0,149,26,68,111,51,50,58,22,108,61,0,84,24,65,55,0,58,59,105,62,0,64,58,168,65,64,64,62,62,66,59,58,67,63,62,59,0,62,67,67,59,0,58,62,67,60,0,63,59,65,58,62,62,65,60,70,66,0,64,62,62,67,0,68,64,63,66,0,63,67,67,69,59,57,65,65,64,128,0,94,64,56,114,0,92,120,46,45,0,61,42,75,63,61,61,64,62,62,63,0,65,67,64,67,0,70,68,69,69,0,67,68,69,68,68,68,68,69,69,64,0,64,61,61,62,0,64,62,61,59,0,59,62,64,62,0,60,68,71,69,66,65,69,70,68,0,0,0,27,13,64,0,61,18,13,43,0,0,140,13,100,62,0,56,121,160,63,0,65,139,113,63,0,62,60,68,66,0,0,66,65,65,0,0,65,64,68,57,0,59,65,70,57,0,68,60,65,65,0,60,60,63,66,0,0,66,65,67,65,0,67,60,61,67,0,66,65,64,66,0,63,69,68,69,0,0,58,66,57,16,0,100,56,58,100,0,51,29,114,58,0,66,57,50,64,0,0,64,62,65,63,0,65,67,67,68,0,69,68,68,67,0,68,68,69,69,0,0,68,70,67,0,0,62,61,65,61,0,62,61,62,59,0,59,61,65,62,0,0,69,71,71,0,0,69,70,0,0,0,0,21,27,164,0,0,90,24,149,0,0,115,70,151,0,0,58,65,75,63,0,61,63,56,64,0,0,61,57,65,0,0,65,62,66,0,0,62,62,68,0,0,56,69,68,58,0,62,62,61,64,0,0,63,60,63,0,0,64,70,62,0,0,67,62,62,66,0,66,66,66,65,0,0,68,68,66,0,0,55,64,57,0,0,24,48,129,38,0,46,114,130,59,0,0,64,59,63,0,0,64,62,65,0,0,65,64,68,68,0,68,69,69,66,0,0,68,69,69,0,0,68,70,66,0,0,63,61,62,0,0,62,62,61,58,0,58,63,65,61,0,0,68,70,71,0,0,70,68,0,0,0,0,20,14,91,0,0,105,27,111,0,0,59,108,81,0,0,59,136,51,0,0,61,62,65,64,0,0,64,63,64,0,0,65,66,67,0,0,59,66,65,0,0,54,65,64,60,0,0,59,59,66,0,0,63,58,59,0,0,63,68,65,0,0,66,62,66,0,0,0,66,67,63,0,0,70,68,63,0,0,47,60,46,0,0,34,73,110,0,0,0,126,82,58,0,0,67,61,62,0,0,64,62,66,0,0,65,64,68,0,0,67,70,70,66,0,0,69,68,69,0,0,68,69,66,0,0,62,61,61,0,0,61,60,60,58,0,0,62,63,59,0,0,66,69,71,0,0,71,69,0,0,0,0,15,30,0,0,0,55,90,61,0,0,59,62,67,0,0,60,145,56,0,0,0,58,60,0,0,0,64,61,63,0,0,65,66,66,0,0,58,66,64,0,0,0,62,62,0,0,0,60,62,62,0,0,64,60,62,0,0,64,64,64,0,0,0,65,63,0,0,0,66,66,62,0,0,68,69,61,0,0,52,62,36,0,0,40,81,103,0,0,0,125,82,0,0,0,66,64,62,0,0,62,64,65,0,0,63,63,66,0,0,0,70,71,0,0,0,69,68,68,0,0,68,68,66,0,0,62,63,60,0,0,0,62,60,0,0,0,61,63,58,0,0,64,69,66,0,0,69,69,69,0,0,0,
\ No newline at end of file
diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output.bin b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output.bin
new file mode 100644
index 000000000..e4fd26003
Binary files /dev/null and b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output.bin differ
diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pkd3.csv b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pkd3.csv
deleted file mode 100644
index 4c8675917..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pkd3.csv
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pln1.csv b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pln1.csv
deleted file mode 100644
index 12e0c43b2..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pln1.csv
+++ /dev/null
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pln3.csv b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pln3.csv
deleted file mode 100644
index dc1437950..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/fused_multiply_add_scalar/fused_multiply_add_scalar_nifti_output_pln3.csv
+++ /dev/null
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new file mode 100644
index 000000000..94802b30b
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output.bin b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output.bin
new file mode 100644
index 000000000..94802b30b
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pkd3.csv b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pkd3.csv
deleted file mode 100644
index f77318dd5..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pkd3.csv
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pln1.csv b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pln1.csv
deleted file mode 100644
index fefd3e349..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pln1.csv
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pln3.csv b/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pln3.csv
deleted file mode 100644
index cc65c3781..000000000
--- a/utilities/test_suite/REFERENCE_OUTPUT_VOXEL/slice/slice_nifti_output_pln3.csv
+++ /dev/null
@@ -1 +0,0 @@
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\ No newline at end of file
diff --git a/utilities/test_suite/rpp_test_suite_common.h b/utilities/test_suite/rpp_test_suite_common.h
index 601be833e..e982daa2f 100644
--- a/utilities/test_suite/rpp_test_suite_common.h
+++ b/utilities/test_suite/rpp_test_suite_common.h
@@ -858,6 +858,24 @@ inline void read_image_batch_turbojpeg(Rpp8u *input, RpptDescPtr descPtr, vector
     tjDestroy(m_jpegDecompressor);
 }
 
+template <typename T>
+inline void read_bin_file(string refFile, T *binaryContent)
+{
+    FILE *fp;
+    fp = fopen(refFile.c_str(), "rb");
+    if(!fp)
+        std::cerr << "\n unable to open file : "<<refFile;
+
+    fseek(fp, 0, SEEK_END);
+    long fsize = ftell(fp);
+    if (fsize == 0)
+        std::cerr << "File is empty";
+
+    fseek(fp, 0, SEEK_SET);
+    fread(binaryContent, fsize, 1, fp);
+    fclose(fp);
+}
+
 // Write a batch of images using the OpenCV library
 inline void write_image_batch_opencv(string outputFolder, Rpp8u *output, RpptDescPtr dstDescPtr, vector<string>::const_iterator imagesNamesStart, RpptImagePatch *dstImgSizes, int maxImageDump)
 {
@@ -909,8 +927,8 @@ inline void write_image_batch_opencv(string outputFolder, Rpp8u *output, RpptDes
     }
 }
 
-// compares the output of PKD3-PKD3 variants
-void compare_outputs_pkd(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr, RpptImagePatch *dstImgSizes, int refOutputHeight, int refOutputWidth, int refOutputSize, int &fileMatch)
+// compares the output of PKD3-PKD3 and PLN1-PLN1 variants
+void compare_outputs_pkd_and_pln1(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr, RpptImagePatch *dstImgSizes, int refOutputHeight, int refOutputWidth, int refOutputSize, int &fileMatch)
 {
     Rpp8u *rowTemp, *rowTempRef, *outVal, *outRefVal, *outputTemp, *outputTempRef;
     for(int imageCnt = 0; imageCnt < dstDescPtr->n; imageCnt++)
@@ -919,7 +937,7 @@ void compare_outputs_pkd(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr
         outputTempRef = refOutput + imageCnt * refOutputSize;
         int height = dstImgSizes[imageCnt].height;
         int width = dstImgSizes[imageCnt].width * dstDescPtr->c;
-        int matched_idx = 0;
+        int matchedIdx = 0;
         int refOutputHstride = refOutputWidth * dstDescPtr->c;
 
         for(int i = 0; i < height; i++)
@@ -932,16 +950,16 @@ void compare_outputs_pkd(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr
                 outRefVal = rowTempRef + j;
                 int diff = abs(*outVal - *outRefVal);
                 if(diff <= CUTOFF)
-                    matched_idx++;
+                    matchedIdx++;
             }
         }
-        if(matched_idx == (height * width) && matched_idx !=0)
+        if(matchedIdx == (height * width) && matchedIdx !=0)
             fileMatch++;
     }
 }
 
-// compares the output of PLN3-PLN3 and PLN1-PLN1 variants
-void compare_outputs_pln(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr, RpptImagePatch *dstImgSizes, int refOutputHeight, int refOutputWidth, int refOutputSize, int &fileMatch)
+// compares the output of PLN3-PLN3 variants.This function compares the output buffer of pln3 format with its reference output in pkd3 format.
+void compare_outputs_pln3(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr, RpptImagePatch *dstImgSizes, int refOutputHeight, int refOutputWidth, int refOutputSize, int &fileMatch)
 {
     Rpp8u *rowTemp, *rowTempRef, *outVal, *outRefVal, *outputTemp, *outputTempRef, *outputTempChn, *outputTempRefChn;
     for(int imageCnt = 0; imageCnt < dstDescPtr->n; imageCnt++)
@@ -950,14 +968,13 @@ void compare_outputs_pln(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr
         outputTempRef = refOutput + imageCnt * refOutputSize;
         int height = dstImgSizes[imageCnt].height;
         int width = dstImgSizes[imageCnt].width;
-        int matched_idx = 0;
-        int refOutputHstride = refOutputWidth;
-        int refOutputCstride = refOutputHeight * refOutputWidth;
+        int matchedIdx = 0;
+        int refOutputHstride = refOutputWidth * dstDescPtr->c;
 
         for(int c = 0; c < dstDescPtr->c; c++)
         {
             outputTempChn = outputTemp + c * dstDescPtr->strides.cStride;
-            outputTempRefChn = outputTempRef + c * refOutputCstride;
+            outputTempRefChn = outputTempRef + c;
             for(int i = 0; i < height; i++)
             {
                 rowTemp = outputTempChn + i * dstDescPtr->strides.hStride;
@@ -965,14 +982,14 @@ void compare_outputs_pln(Rpp8u* output, Rpp8u* refOutput, RpptDescPtr dstDescPtr
                 for(int j = 0; j < width; j++)
                 {
                     outVal = rowTemp + j;
-                    outRefVal = rowTempRef + j ;
+                    outRefVal = rowTempRef + j * 3;
                     int diff = abs(*outVal - *outRefVal);
                     if(diff <= CUTOFF)
-                        matched_idx++;
+                        matchedIdx++;
                 }
             }
         }
-        if(matched_idx == (height * width * dstDescPtr->c) && matched_idx !=0)
+        if(matchedIdx == (height * width * dstDescPtr->c) && matchedIdx !=0)
             fileMatch++;
     }
 }
@@ -985,6 +1002,8 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R
     int refOutputWidth = ((GOLDEN_OUTPUT_MAX_WIDTH / 8) * 8) + 8;    // obtain next multiple of 8 after GOLDEN_OUTPUT_MAX_WIDTH
     int refOutputHeight = GOLDEN_OUTPUT_MAX_HEIGHT;
     int refOutputSize = refOutputHeight * refOutputWidth * dstDescPtr->c;
+    Rpp64u binOutputSize = refOutputHeight * refOutputWidth * dstDescPtr->n * 4;
+    int pln1RefStride = dstDescPtr->strides.nStride * dstDescPtr->n * 3;
 
     string dataType[4] = {"_u8_", "_f16_", "_f32_", "_i8_"};
 
@@ -997,6 +1016,7 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R
         func += dataType[dstDescPtr->dataType];
     }
 
+    std::string binFile = func + "Tensor";
     if(dstDescPtr->layout == RpptLayout::NHWC)
         func += "Tensor_PKD3";
     else
@@ -1011,47 +1031,36 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R
                     func += "Tensor_PKD3";
                 else
                     func += "Tensor_PLN3";
+                pln1RefStride = 0;
             }
             else
                 func += "Tensor_PLN1";
         }
     }
     if(testCase == 21 ||testCase == 23 || testCase == 24)
+    {
         func += "_interpolationType" + interpolationTypeName;
+        binFile += "_interpolationType" + interpolationTypeName;
+    }
     else if(testCase == 8)
+    {
         func += "_noiseType" + noiseTypeName;
-    refFile = scriptPath + "/../REFERENCE_OUTPUT/" + funcName + "/"+ func + ".csv";
-
-    ifstream file(refFile);
-    Rpp8u *refOutput;
-    refOutput = (Rpp8u *)malloc(dstDescPtr->n * refOutputSize * sizeof(Rpp8u));
+        binFile += "_noiseType" + noiseTypeName;
+    }
+    refFile = scriptPath + "/../REFERENCE_OUTPUT/" + funcName + "/"+ binFile + ".bin";
     string line,word;
     int index = 0;
+    int fileMatch = 0;
 
-    // Load the refennce output values from files and store in vector
-    if(file.is_open())
-    {
-        while(getline(file, line))
-        {
-            stringstream str(line);
-            while(getline(str, word, ','))
-            {
-                refOutput[index] = stoi(word);
-                index++;
-            }
-        }
-    }
-    else
-    {
-        cout<<"Could not open the reference output. Please check the path specified\n";
-        return;
-    }
+    Rpp8u *binaryContent = (Rpp8u *)malloc(binOutputSize * sizeof(Rpp8u));
+    read_bin_file(refFile, binaryContent);
 
-    int fileMatch = 0;
     if(dstDescPtr->layout == RpptLayout::NHWC)
-        compare_outputs_pkd(output, refOutput, dstDescPtr, dstImgSizes, refOutputHeight, refOutputWidth, refOutputSize, fileMatch);
+        compare_outputs_pkd_and_pln1(output, binaryContent, dstDescPtr, dstImgSizes, refOutputHeight, refOutputWidth, refOutputSize, fileMatch);
+    else if(dstDescPtr->layout == RpptLayout::NCHW && dstDescPtr->c == 3)
+        compare_outputs_pln3(output, binaryContent, dstDescPtr, dstImgSizes, refOutputHeight, refOutputWidth, refOutputSize, fileMatch);
     else
-        compare_outputs_pln(output, refOutput, dstDescPtr, dstImgSizes, refOutputHeight, refOutputWidth, refOutputSize, fileMatch);
+        compare_outputs_pkd_and_pln1(output, binaryContent + pln1RefStride, dstDescPtr, dstImgSizes, refOutputHeight, refOutputWidth, refOutputSize, fileMatch);
 
     std::cout << std::endl << "Results for " << func << " :" << std::endl;
     std::string status = func + ": ";
@@ -1074,16 +1083,20 @@ inline void compare_output(T* output, string funcName, RpptDescPtr srcDescPtr, R
         qaResults << status << std::endl;
         qaResults.close();
     }
+    free(binaryContent);
 }
 
 inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPtr srcDescPtr, int testCase, string dst, string scriptPath)
 {
     string func = funcName;
     string refFile = "";
+    int pln1RefStride = srcDescPtr->n * 4;
+    Rpp64u binaryOutputSize = srcDescPtr->n * 5;
 
     string dataType[4] = {"_u8_", "_f16_", "_f32_", "_i8_"};
 
     func += dataType[srcDescPtr->dataType];
+    std::string binFile = func + "Tensor";
 
     if(srcDescPtr->layout == RpptLayout::NHWC)
         func += "Tensor_PKD3";
@@ -1095,40 +1108,21 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt
             func += "Tensor_PLN1";
     }
 
-    refFile = scriptPath + "/../REFERENCE_OUTPUT/" + funcName + "/"+ func + ".csv";
+    refFile = scriptPath + "/../REFERENCE_OUTPUT/" + funcName + "/"+ binFile + ".bin";
 
-    ifstream file(refFile);
-    Rpp64u *refOutput;
-    refOutput = (Rpp64u *)calloc(srcDescPtr->n * 4, sizeof(Rpp64u));
     string line,word;
     int index = 0;
-
-    // Load the refennce output values from files and store in vector
-    if(file.is_open())
-    {
-        while(getline(file, line))
-        {
-            stringstream str(line);
-            while(getline(str, word, ','))
-            {
-                refOutput[index] = stoi(word);
-                index++;
-            }
-        }
-    }
-    else
-    {
-        cout<<"Could not open the reference output. Please check the path specified\n";
-        return;
-    }
-
     int fileMatch = 0;
     int matched_values = 0;
+    Rpp64u *binaryContent = (Rpp64u *)malloc(binaryOutputSize * sizeof(Rpp64u));
+    read_bin_file(refFile, binaryContent);
+
     if(srcDescPtr->c == 1)
     {
+        binaryContent += pln1RefStride;
         for(int i = 0; i < srcDescPtr->n; i++)
         {
-            int diff = output[i] - refOutput[i];
+            int diff = output[i] - binaryContent[i];
             if(diff <= CUTOFF)
                 fileMatch++;
         }
@@ -1140,7 +1134,7 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt
             matched_values = 0;
             for(int j = 0; j < 4; j++)
             {
-                int diff = output[(i * 4) + j] - refOutput[(i * 4) + j];
+                int diff = output[(i * 4) + j] - binaryContent[(i * 4) + j];
                 if(diff <= CUTOFF)
                     matched_values++;
             }
@@ -1149,16 +1143,16 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt
         }
     }
 
-    std::cerr << std::endl << "Results for " << func << " :" << std::endl;
+    std::cout << std::endl << "Results for " << func << " :" << std::endl;
     std::string status = func + ": ";
     if(fileMatch == srcDescPtr->n)
     {
-        std::cerr << "PASSED!" << std::endl;
+        std::cout << "PASSED!" << std::endl;
         status += "PASSED";
     }
     else
     {
-        std::cerr << "FAILED! " << fileMatch << "/" << srcDescPtr->n << " outputs are matching with reference outputs" << std::endl;
+        std::cout << "FAILED! " << fileMatch << "/" << srcDescPtr->n << " outputs are matching with reference outputs" << std::endl;
         status += "FAILED";
     }
 
@@ -1170,6 +1164,7 @@ inline void compare_reduction_output(Rpp64u* output, string funcName, RpptDescPt
         qaResults << status << std::endl;
         qaResults.close();
     }
+    free(binaryContent);
 }
 
 // Used to randomly swap values present in array of size n
diff --git a/utilities/test_suite/rpp_test_suite_voxel.h b/utilities/test_suite/rpp_test_suite_voxel.h
index b5713b7be..7da21723c 100644
--- a/utilities/test_suite/rpp_test_suite_voxel.h
+++ b/utilities/test_suite/rpp_test_suite_voxel.h
@@ -526,16 +526,16 @@ inline void read_nifti_data(vector<string>::const_iterator dataFilePathStart, ve
 void compare_outputs_pkd(Rpp32f* output, Rpp32f* refOutput, int &fileMatch, RpptGenericDescPtr descriptorPtr3D, RpptRoiXyzwhd *roiGenericSrcPtr)
 {
     Rpp32f *rowTemp, *rowTempRef, *outVal, *outRefVal, *outputTemp, *outputTempRef, *depthTemp, *depthTempRef;
-    for(int Cnt = 0; Cnt < descriptorPtr3D->dims[0]; Cnt++)
+    for(int cnt = 0; cnt < descriptorPtr3D->dims[0]; cnt++)
     {
-        outputTemp = output + Cnt * descriptorPtr3D->strides[0];
-        outputTempRef = refOutput + Cnt * descriptorPtr3D->strides[0];
-        int height = roiGenericSrcPtr[Cnt].roiHeight;
-        int width = roiGenericSrcPtr[Cnt].roiWidth * descriptorPtr3D->dims[4];
-        int depth = roiGenericSrcPtr[Cnt].roiDepth;
+        outputTemp = output + cnt * descriptorPtr3D->strides[0];
+        outputTempRef = refOutput + cnt * descriptorPtr3D->strides[0];
+        int height = roiGenericSrcPtr[cnt].roiHeight;
+        int width = roiGenericSrcPtr[cnt].roiWidth * descriptorPtr3D->dims[4];
+        int depth = roiGenericSrcPtr[cnt].roiDepth;
         int depthStride = descriptorPtr3D->strides[1];
         int rowStride = descriptorPtr3D->strides[2];
-        int matched_idx = 0;
+        int matchedIdx = 0;
         for(int d = 0; d < depth; d++)
         {
             depthTemp = outputTemp + d * depthStride;
@@ -550,102 +550,138 @@ void compare_outputs_pkd(Rpp32f* output, Rpp32f* refOutput, int &fileMatch, Rppt
                     outRefVal = rowTempRef + j;
                     int diff = abs(*outVal - *outRefVal);
                     if(diff <= CUTOFF)
-                        matched_idx++;
+                        matchedIdx++;
                 }
             }
         }
-        if(matched_idx >= (1 - TOLERANCE) * (height * width * depth) && matched_idx !=0)
+        if(matchedIdx >= (1 - TOLERANCE) * (height * width * depth) && matchedIdx !=0)
             fileMatch++;
     }
 }
 
-// compares the output of PLN3-PLN3 and PLN1-PLN1 variants
-void compare_outputs_pln(Rpp32f* output, Rpp32f* refOutput, int &fileMatch, RpptGenericDescPtr descriptorPtr3D, RpptRoiXyzwhd *roiGenericSrcPtr)
+// compares the output of PLN3-PLN3 variants
+void compare_outputs_pln3(Rpp32f* output, Rpp32f* refOutput, int &fileMatch, RpptGenericDescPtr descriptorPtr3D, RpptRoiXyzwhd *roiGenericSrcPtr)
 {
     Rpp32f *rowTemp, *rowTempRef, *outVal, *outRefVal, *outputTemp, *outputTempRef, *outputTempChn, *outputTempRefChn, *depthTemp, *depthTempRef;
-    for(int Cnt = 0; Cnt < descriptorPtr3D->dims[0]; Cnt++)
+    for(int cnt = 0; cnt < descriptorPtr3D->dims[0]; cnt++)
     {
-        outputTemp = output + Cnt * descriptorPtr3D->strides[0];
-        outputTempRef = refOutput + Cnt * descriptorPtr3D->strides[0];
-        int height = roiGenericSrcPtr[Cnt].roiHeight;
-        int width = roiGenericSrcPtr[Cnt].roiWidth;
-        int depth = roiGenericSrcPtr[Cnt].roiDepth;
+        outputTemp = output + cnt * descriptorPtr3D->strides[0];
+        outputTempRef = refOutput + cnt * descriptorPtr3D->strides[0];
+        int height = roiGenericSrcPtr[cnt].roiHeight;
+        int width = roiGenericSrcPtr[cnt].roiWidth;
+        int depth = roiGenericSrcPtr[cnt].roiDepth;
         int depthStride = descriptorPtr3D->strides[2];
+        int refDepthStride = descriptorPtr3D->strides[2] * descriptorPtr3D->dims[1];
         int rowStride = descriptorPtr3D->strides[3];
+        int refRowStride = descriptorPtr3D->strides[3] * 3;
         int channelStride = descriptorPtr3D->strides[1];
-        int matched_idx = 0;
+        int matchedIdx = 0;
 
         for(int c = 0; c < descriptorPtr3D->dims[1]; c++)
         {
             outputTempChn = outputTemp + c * channelStride;
-            outputTempRefChn = outputTempRef + c * channelStride;
+            outputTempRefChn = outputTempRef + c;
             for(int d = 0; d < depth; d++)
             {
                 depthTemp = outputTempChn + d * depthStride;
-                depthTempRef = outputTempRefChn + d * depthStride;
+                depthTempRef = outputTempRefChn + d * refDepthStride;
                 for(int i = 0; i < height; i++)
                 {
                     rowTemp = depthTemp + i * rowStride;
-                    rowTempRef = depthTempRef + i * rowStride;
+                    rowTempRef = depthTempRef + i * refRowStride;
                     for(int j = 0; j < width; j++)
                     {
                         outVal = rowTemp + j;
-                        outRefVal = rowTempRef + j ;
+                        outRefVal = rowTempRef + j * 3 ;
                         int diff = abs(*outVal - *outRefVal);
                         if(diff <= CUTOFF)
-                            matched_idx++;
+                            matchedIdx++;
                     }
                 }
             }
         }
-        if(matched_idx >= (1 - TOLERANCE) * (height * width * descriptorPtr3D->dims[1] * depth) && matched_idx !=0)
+        if(matchedIdx >= (1 - TOLERANCE) * (height * width * descriptorPtr3D->dims[1] * depth) && matchedIdx !=0)
+            fileMatch++;
+    }
+}
+
+// compares the output of PLN1-PLN1 variants
+void compare_outputs_pln1(Rpp32f* output, Rpp32f* refOutput, int &fileMatch, RpptGenericDescPtr descriptorPtr3D, RpptRoiXyzwhd *roiGenericSrcPtr)
+{
+    Rpp32f *rowTemp, *rowTempRef, *outVal, *outRefVal, *outputTemp, *outputTempRef, *outputTempChn, *outputTempRefChn, *depthTemp, *depthTempRef;
+    for(int cnt = 0; cnt < descriptorPtr3D->dims[0]; cnt++)
+    {
+        outputTemp = output + cnt * descriptorPtr3D->strides[0];
+        outputTempRef = refOutput + cnt * descriptorPtr3D->strides[0];
+        int height = roiGenericSrcPtr[cnt].roiHeight;
+        int width = roiGenericSrcPtr[cnt].roiWidth;
+        int depth = roiGenericSrcPtr[cnt].roiDepth;
+        int depthStride = descriptorPtr3D->strides[2];
+        int rowStride = descriptorPtr3D->strides[3];
+        int channelStride = descriptorPtr3D->strides[1];
+        int matchedIdx = 0;
+
+        outputTempChn = outputTemp;
+        outputTempRefChn = outputTempRef;
+        for(int d = 0; d < depth; d++)
+        {
+            depthTemp = outputTempChn + d * depthStride;
+            depthTempRef = outputTempRefChn + d * depthStride;
+            for(int i = 0; i < height; i++)
+            {
+                rowTemp = depthTemp + i * rowStride;
+                rowTempRef = depthTempRef + i * rowStride;
+                for(int j = 0; j < width; j++)
+                {
+                    outVal = rowTemp + j;
+                    outRefVal = rowTempRef + j ;
+                    int diff = abs(*outVal - *outRefVal);
+                    if(diff <= CUTOFF)
+                        matchedIdx++;
+                }
+            }
+        }
+        if(matchedIdx >= (1 - TOLERANCE) * (height * width * descriptorPtr3D->dims[1] * depth) && matchedIdx !=0)
             fileMatch++;
     }
 }
 
 inline void compare_output(Rpp32f* output, Rpp64u oBufferSize, string func, int layoutType, RpptGenericDescPtr descriptorPtr3D, RpptRoiXyzwhd *roiGenericSrcPtr, string dst, string scriptPath)
 {
-    string csvName = "";
-    if(layoutType == 0)
-        csvName = func + "_nifti_output_pkd3.csv";
-    else if(layoutType == 1)
-        csvName = func + "_nifti_output_pln3.csv";
-    else
-        csvName = func + "_nifti_output_pln1.csv";
+    string binName = "";
+    binName = func + "_nifti_output.bin";
+    int pln1RefStride = descriptorPtr3D->strides[1] * descriptorPtr3D->dims[0] * 3;
+    int binOutputSize = descriptorPtr3D->strides[0] * 4;
+    binOutputSize = (layoutType == 2)? binOutputSize * 3 : binOutputSize;
 
-    string refFile = scriptPath + "/../REFERENCE_OUTPUT_VOXEL/"+ func + "/" + csvName;
+    string refFile = scriptPath + "/../REFERENCE_OUTPUT_VOXEL/"+ func + "/" + binName;
 
-    ifstream file(refFile);
-    float *refOutput;
-    refOutput = (float *)malloc(oBufferSize * sizeof(Rpp32f));
     string line,word;
     int index = 0;
     int mismatches = 0;
+    float *refOutput = (float *)malloc(binOutputSize * sizeof(float));
 
-    // Load the refennce output values from files and store in vector
-    if(file.is_open())
-    {
-        while(getline(file, line))
-        {
-            stringstream str(line);
-            while(getline(str, word, ','))
-            {
-                refOutput[index] = stof(word);
-                index++;
-            }
-        }
-    }
-    else
-    {
-        cout<<"Could not open the reference output. Please check the path specified\n";
-        return;
-    }
+    FILE *fp;
+    fp = fopen(refFile.c_str(), "rb");
+    if (fp == NULL)
+        printf("Error opening file");
+
+    fseek(fp, 0, SEEK_END);
+    long fsize = ftell(fp);
+    if (fsize == 0)
+        std::cerr << "File is empty";
+
+    fseek(fp, 0, SEEK_SET);
+    fread(refOutput, fsize, 1, fp);
+    fclose(fp);
 
     int fileMatch = 0;
     if(layoutType == 0)
         compare_outputs_pkd(output, refOutput, fileMatch, descriptorPtr3D, roiGenericSrcPtr);
+    else if(layoutType == 1)
+        compare_outputs_pln3(output, refOutput, fileMatch, descriptorPtr3D, roiGenericSrcPtr);
     else
-        compare_outputs_pln(output, refOutput, fileMatch, descriptorPtr3D, roiGenericSrcPtr);
+        compare_outputs_pln1(output, refOutput + pln1RefStride, fileMatch, descriptorPtr3D, roiGenericSrcPtr);
 
     std::cout << std::endl << "Results for " << func << " :" << std::endl;
     if(descriptorPtr3D->layout == RpptLayout::NDHWC)