Regen DATA LAYOUT tests for test gen improvements

PAD, SLICE, TILE and TRANSPOSE have improved ERROR IF tests.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: Id514aaff48d9710552fa8de27ff2045ff4107764

162 files changed, 422692 insertions, 59842 deletions

diff --git a/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x11_i8_pad0000/input-0.json b/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x11_i8_pad0000/input-0.json
index 716f66afc..311d5c595 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x11_i8_pad0000/input-0.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x11_i8_pad0000/input-0.json
@@ -2,134 +2,134 @@
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diff --git a/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/input-0.json b/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/input-0.json
index bd996749d..6c34561dd 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/input-0.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/input-0.json
@@ -4,11620 +4,11620 @@
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diff --git a/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/test.json b/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/test.json
index 2b4faa21d..5524dd879 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadOutputShapeMismatch_10x8x13x9_f32_pad00000000/test.json
@@ -56,10 +56,10 @@
             {
               name: "result-0",
               shape: [
-                9,
+                10,
                 8,
                 13,
-                9
+                8
               ],
               type: "FP32"
             }
diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/input-0.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/input-0.json
deleted file mode 100644
index bce84d987..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/input-0.json
+++ /dev/null
@@ -1,905 +0,0 @@
-{
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diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/desc.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/desc.json
index a0eba1d7d..a0eba1d7d 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/input-0.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/input-0.json
new file mode 100644
index 000000000..af1a80d2a
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/input-0.json
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+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/test.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/test.json
index 0e8b4c722..d067007fa 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-1-1-2-1-1-1/test.json
@@ -19,12 +19,12 @@
                 padding: [
                   -1,
                   -1,
-                  -2,
-                  -2,
                   -1,
                   -1,
                   -2,
-                  -2
+                  -1,
+                  -1,
+                  -1
                 ],
                 pad_const_int: -11415,
                 pad_const_fp: [
@@ -57,9 +57,9 @@
               name: "result-0",
               shape: [
                 10,
-                2,
-                13,
-                3
+                4,
+                12,
+                5
               ],
               type: "INT16"
             }
diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/input-0.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/input-0.json
deleted file mode 100644
index a859a9e74..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_12x6x15x7_i16_pad-1-1-2-2-1-1-2-2/input-0.json
+++ /dev/null
@@ -1,9893 +0,0 @@
-{
-  "type": "int32",
-  "data": [
-    [
-      [
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-          20208,
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diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/desc.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/desc.json
index 6493cfcd5..6493cfcd5 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/input-0.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/input-0.json
new file mode 100644
index 000000000..00ad0fca8
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/input-0.json
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+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/test.json b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/test.json
index a4a87d0f0..7dd038f5c 100644
--- a/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_10x11x6_f16_pad-1-2-2-2-1-1/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_PadSmallerZero_9x3x12x11_f16_pad-1-200-1-2-2-2/test.json
@@ -19,16 +19,18 @@
                 padding: [
                   -1,
                   -2,
+                  0,
+                  0,
+                  -1,
                   -2,
                   -2,
-                  -1,
-                  -1
+                  -2
                 ],
                 pad_const_int: 0,
                 pad_const_fp: [
                   0,
-                  128,
-                  120,
+                  160,
+                  62,
                   63
                 ]
               },
@@ -44,18 +46,20 @@
             {
               name: "input-0",
               shape: [
-                10,
-                11,
-                6
+                9,
+                3,
+                12,
+                11
               ],
               type: "FP16"
             },
             {
               name: "result-0",
               shape: [
-                7,
-                7,
-                4
+                6,
+                3,
+                9,
+                7
               ],
               type: "FP16"
             }
diff --git a/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/desc.json b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/desc.json
new file mode 100644
index 000000000..41275b4d0
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/desc.json
@@ -0,0 +1,22 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-bi",
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/input-0.json b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/input-0.json
new file mode 100644
index 000000000..9c0a24176
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/input-0.json
@@ -0,0 +1,585 @@
+{
+  "type": "bool",
+  "data": [
+    [
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+        false,
+        false,
+        true,
+        true,
+        true,
+        false
+      ],
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+        false,
+        false,
+        false
+      ],
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+        false,
+        true,
+        true,
+        false,
+        true,
+        true
+      ]
+    ],
+    [
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+        false,
+        false,
+        true,
+        false,
+        false,
+        false
+      ],
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+        true,
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+        true,
+        true,
+        false,
+        false
+      ],
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+        false,
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+        false
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+        false
+      ],
+      [
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+        true,
+        false,
+        true,
+        true
+      ]
+    ],
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+        true,
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+      ],
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+        false,
+        false
+      ],
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+        false,
+        true
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+      [
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+        true,
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+        true,
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+      [
+        true,
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+        true,
+        true,
+        true
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/test.json b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/test.json
index aa3f916e2..f0c076e0a 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_10x7x6_b_pad000000/test.json
@@ -18,13 +18,13 @@
               attribute: {
                 padding: [
                   0,
-                  1,
-                  1,
                   0,
-                  1,
+                  0,
+                  0,
+                  0,
                   0
                 ],
-                pad_const_int: 41,
+                pad_const_int: 0,
                 pad_const_fp: [
                   0,
                   0,
@@ -44,20 +44,22 @@
             {
               name: "input-0",
               shape: [
-                14,
-                5,
-                7
+                10,
+                7,
+                6
               ],
-              type: "INT8"
+              type: "BOOL"
             },
             {
               name: "result-0",
               shape: [
-                15,
+                10,
+                7,
                 6,
-                8
+                1,
+                1
               ],
-              type: "INT32"
+              type: "BOOL"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/desc.json b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/desc.json
new file mode 100644
index 000000000..584857b19
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/input-0.json b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/input-0.json
new file mode 100644
index 000000000..63655c7a3
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/input-0.json
@@ -0,0 +1,18 @@
+{
+  "type": "float32",
+  "data": [
+    0.16491250693798065,
+    0.6032392382621765,
+    0.5086535811424255,
+    0.1184607446193695,
+    0.8691179156303406,
+    0.007586064748466015,
+    0.9905798435211182,
+    0.8178158402442932,
+    0.6993750929832458,
+    0.191402405500412,
+    0.44360801577568054,
+    0.22462481260299683,
+    0.34243685007095337
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/test.json b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/test.json
index 6afce1c1e..8a081a601 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_RankMismatch_13_f32_pad00/test.json
@@ -22,10 +22,10 @@
                 ],
                 pad_const_int: 0,
                 pad_const_fp: [
-                  0,
-                  0,
-                  15,
-                  63
+                  245,
+                  92,
+                  222,
+                  61
                 ]
               },
               inputs: [
@@ -40,16 +40,19 @@
             {
               name: "input-0",
               shape: [
-                10
+                13
               ],
-              type: "BF16"
+              type: "FP32"
             },
             {
               name: "result-0",
               shape: [
-                10
+                13,
+                1,
+                1,
+                1
               ],
-              type: "INT48"
+              type: "FP32"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/input-0.json
deleted file mode 100644
index e0a28c25c..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/input-0.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-  "type": "int32",
-  "data": [
-    -305900875,
-    1037576683,
-    -847725146,
-    -612454062,
-    87126029,
-    -611106117,
-    1763667709,
-    704157299,
-    -1764101389,
-    -1431856097
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/desc.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/desc.json
index bf7c1974a..bf7c1974a 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/input-0.json
new file mode 100644
index 000000000..71ea91f23
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/input-0.json
@@ -0,0 +1,872 @@
+{
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+          29479
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+          -10123
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+          -18076
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+        [
+          -17317
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+        [
+          25700
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+        [
+          -23236
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+          11148
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+          -18
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+          -7010
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+          20411
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+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/test.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/test.json
new file mode 100644
index 000000000..d7115215d
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_3x7x13x1_i16_pad11111101/test.json
@@ -0,0 +1,78 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "PAD",
+              attribute_type: "PadAttribute",
+              attribute: {
+                padding: [
+                  1,
+                  1,
+                  1,
+                  1,
+                  1,
+                  1,
+                  0,
+                  1
+                ],
+                pad_const_int: 16942,
+                pad_const_fp: [
+                  0,
+                  0,
+                  0,
+                  0
+                ]
+              },
+              inputs: [
+                "input-0",
+                "eiDummyInput"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                3,
+                7,
+                13,
+                1
+              ],
+              type: "INT16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                5,
+                9,
+                15,
+                2
+              ],
+              type: "INT16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/desc.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/desc.json
index b4526f1cb..b4526f1cb 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/input-0.json
new file mode 100644
index 000000000..70a0f9f72
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/input-0.json
@@ -0,0 +1,301 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      [
+        0.251953125,
+        0.5703125,
+        0.78125,
+        0.0830078125
+      ],
+      [
+        0.9921875,
+        0.0064697265625,
+        0.486328125,
+        0.28125
+      ],
+      [
+        0.59765625,
+        0.07373046875,
+        0.41015625,
+        0.83984375
+      ],
+      [
+        0.73046875,
+        0.28125,
+        0.01531982421875,
+        0.37109375
+      ],
+      [
+        0.126953125,
+        0.291015625,
+        0.1875,
+        0.1044921875
+      ],
+      [
+        0.396484375,
+        0.6640625,
+        0.75,
+        0.025390625
+      ],
+      [
+        0.78125,
+        0.51953125,
+        0.1279296875,
+        0.66796875
+      ],
+      [
+        0.73828125,
+        0.6953125,
+        0.09521484375,
+        0.62890625
+      ],
+      [
+        0.294921875,
+        0.8125,
+        0.6171875,
+        0.5625
+      ],
+      [
+        0.62890625,
+        0.162109375,
+        0.6796875,
+        0.1259765625
+      ],
+      [
+        0.7734375,
+        0.640625,
+        0.74609375,
+        0.86328125
+      ],
+      [
+        0.76953125,
+        0.09375,
+        0.94140625,
+        0.396484375
+      ]
+    ],
+    [
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+        0.72265625,
+        0.73828125,
+        0.1845703125,
+        0.4296875
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+      [
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+        0.51953125,
+        0.1572265625,
+        0.1572265625
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+        0.1943359375,
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+        0.69921875
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+        0.18359375
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+      [
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+        0.9140625,
+        0.220703125
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+        0.81640625,
+        0.4453125
+      ],
+      [
+        0.77734375,
+        0.16796875,
+        0.2734375,
+        0.63671875
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+    ],
+    [
+      [
+        0.96484375,
+        0.66796875,
+        0.41015625,
+        0.66796875
+      ],
+      [
+        0.15625,
+        0.53515625,
+        0.15625,
+        0.890625
+      ],
+      [
+        0.4296875,
+        0.76953125,
+        0.79296875,
+        0.185546875
+      ],
+      [
+        0.10009765625,
+        0.8125,
+        0.61328125,
+        0.5546875
+      ],
+      [
+        0.16015625,
+        0.75390625,
+        0.365234375,
+        0.2265625
+      ],
+      [
+        0.6328125,
+        0.08740234375,
+        0.44921875,
+        0.53125
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+      [
+        0.59375,
+        0.296875,
+        0.25,
+        0.2021484375
+      ],
+      [
+        0.8515625,
+        0.455078125,
+        0.80859375,
+        0.87109375
+      ],
+      [
+        0.8203125,
+        0.91796875,
+        0.470703125,
+        0.55078125
+      ],
+      [
+        0.44921875,
+        0.060791015625,
+        0.400390625,
+        0.298828125
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+      [
+        0.2578125,
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+        0.66015625,
+        0.52734375
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+      [
+        0.326171875,
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+        0.6875
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+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/test.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/test.json
index 742af3fe4..1c31b37dd 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_10_i32_pad00/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_4x12x4_bf16_pad001100/test.json
@@ -18,18 +18,23 @@
               attribute: {
                 padding: [
                   0,
+                  0,
+                  1,
+                  1,
+                  0,
                   0
                 ],
-                pad_const_int: -593510319,
+                pad_const_int: 0,
                 pad_const_fp: [
                   0,
                   0,
-                  0,
-                  0
+                  230,
+                  62
                 ]
               },
               inputs: [
-
+                "input-0",
+                "eiDummyInput"
               ],
               outputs: [
                 "result-0"
@@ -40,16 +45,20 @@
             {
               name: "input-0",
               shape: [
-                10
+                4,
+                12,
+                4
               ],
-              type: "INT32"
+              type: "BF16"
             },
             {
               name: "result-0",
               shape: [
-                10
+                4,
+                14,
+                4
               ],
-              type: "INT32"
+              type: "BF16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/input-0.json
deleted file mode 100644
index b45d45810..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/input-0.json
+++ /dev/null
@@ -1,1475 +0,0 @@
-{
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\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_10_f16_pad00/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_10_f16_pad00/input-0.json
index be7a32a3e..878d4bed8 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_10_f16_pad00/input-0.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_10_f16_pad00/input-0.json
@@ -1,15 +1,15 @@
 {
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 }
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/input-0.json
deleted file mode 100644
index 2f7902df9..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/input-0.json
+++ /dev/null
@@ -1,6986 +0,0 @@
-{
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diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/desc.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/desc.json
index 2b74f86d0..2b74f86d0 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/input-0.json
new file mode 100644
index 000000000..2070a7409
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/input-0.json
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+          true,
+          false,
+          true,
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+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/test.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/test.json
index 73d30b668..3066a5f36 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_13x5x15x5_i32_pad01100111/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputList_8x13x7x5_b_pad11010100/test.json
@@ -17,16 +17,16 @@
               attribute_type: "PadAttribute",
               attribute: {
                 padding: [
-                  0,
                   1,
                   1,
                   0,
-                  0,
                   1,
+                  0,
                   1,
-                  1
+                  0,
+                  0
                 ],
-                pad_const_int: 193292775,
+                pad_const_int: 0,
                 pad_const_fp: [
                   0,
                   0,
@@ -38,8 +38,7 @@
                 "input-0"
               ],
               outputs: [
-                "result-0",
-                "eiDummyOutput"
+
               ]
             }
           ],
@@ -47,22 +46,22 @@
             {
               name: "input-0",
               shape: [
+                8,
                 13,
-                5,
-                15,
+                7,
                 5
               ],
-              type: "INT32"
+              type: "BOOL"
             },
             {
               name: "result-0",
               shape: [
+                10,
                 14,
-                6,
-                16,
-                7
+                8,
+                5
               ],
-              type: "INT32"
+              type: "BOOL"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/input-0.json
deleted file mode 100644
index 24e1a3dc1..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/input-0.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-  "type": "float32",
-  "data": [
-    0.66796875,
-    0.73046875,
-    0.3203125,
-    0.126953125,
-    0.84765625,
-    0.546875,
-    0.5859375,
-    0.875,
-    0.0228271484375,
-    0.033447265625
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/desc.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/desc.json
index 199bfa93c..199bfa93c 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/input-0.json
new file mode 100644
index 000000000..5f0e4b13c
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/input-0.json
@@ -0,0 +1,11280 @@
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diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/test.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/test.json
new file mode 100644
index 000000000..26cb7e81a
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x11x7x11_i16_pad11011111/test.json
@@ -0,0 +1,77 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "PAD",
+              attribute_type: "PadAttribute",
+              attribute: {
+                padding: [
+                  1,
+                  1,
+                  0,
+                  1,
+                  1,
+                  1,
+                  1,
+                  1
+                ],
+                pad_const_int: -22199,
+                pad_const_fp: [
+                  0,
+                  0,
+                  0,
+                  0
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                11,
+                11,
+                7,
+                11
+              ],
+              type: "INT16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                13,
+                12,
+                9,
+                13
+              ],
+              type: "INT8"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/desc.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/desc.json
index d57e8394e..d57e8394e 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_10_bf16_pad00/desc.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/desc.json
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/input-0.json
new file mode 100644
index 000000000..49fe371b7
--- /dev/null
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/input-0.json
@@ -0,0 +1,4713 @@
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+          0.1557697355747223,
+          0.6958364248275757,
+          0.8710713982582092,
+          0.406370609998703
+        ],
+        [
+          0.12464725226163864,
+          0.5601317882537842,
+          0.6780045628547668,
+          0.44589024782180786,
+          0.3763637840747833,
+          0.7951644659042358,
+          0.9252727627754211,
+          0.22419236600399017
+        ],
+        [
+          0.31165874004364014,
+          0.5508720874786377,
+          0.12080699950456619,
+          0.4522448778152466,
+          0.26348182559013367,
+          0.8612570762634277,
+          0.3834819197654724,
+          0.4017737805843353
+        ],
+        [
+          0.520625114440918,
+          0.6122463345527649,
+          0.8861839175224304,
+          0.40073496103286743,
+          0.8718242049217224,
+          0.2520730793476105,
+          0.6871448755264282,
+          0.819205105304718
+        ],
+        [
+          0.21512314677238464,
+          0.4045017957687378,
+          0.38635337352752686,
+          0.49256688356399536,
+          0.6849513053894043,
+          0.43987223505973816,
+          0.4373457729816437,
+          0.2898026704788208
+        ],
+        [
+          0.46641433238983154,
+          0.2908788025379181,
+          0.795007050037384,
+          0.14143866300582886,
+          0.04680308699607849,
+          0.2873894274234772,
+          0.45685040950775146,
+          0.03925492241978645
+        ],
+        [
+          0.39287513494491577,
+          0.07575740665197372,
+          0.2254079133272171,
+          0.3082352578639984,
+          0.5715371370315552,
+          0.777928352355957,
+          0.8709953427314758,
+          0.7164871692657471
+        ],
+        [
+          0.8234087228775024,
+          0.5240106582641602,
+          0.5836053490638733,
+          0.566358208656311,
+          0.9074397683143616,
+          0.8754225373268127,
+          0.9225980043411255,
+          0.14401541650295258
+        ],
+        [
+          0.4569116234779358,
+          0.9560773968696594,
+          0.9432998895645142,
+          0.9362199902534485,
+          0.6139862537384033,
+          0.047685034573078156,
+          0.19306659698486328,
+          0.23487693071365356
+        ],
+        [
+          0.38657838106155396,
+          0.08200301975011826,
+          0.7541460990905762,
+          0.16178575158119202,
+          0.5023200511932373,
+          0.07266245782375336,
+          0.4901166260242462,
+          0.33162614703178406
+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/test.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/test.json
index 9bb1e0748..1198ba84c 100644
--- a/operators/data_layout/pad/pad_ERRORIF_WrongInputList_7x13x1x12_f32_pad00101011/test.json
+++ b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_11x3x14x8_f32_pad11100001/test.json
@@ -17,25 +17,25 @@
               attribute_type: "PadAttribute",
               attribute: {
                 padding: [
+                  1,
+                  1,
+                  1,
                   0,
                   0,
-                  1,
                   0,
-                  1,
                   0,
-                  1,
                   1
                 ],
                 pad_const_int: 0,
                 pad_const_fp: [
-                  185,
-                  46,
-                  56,
-                  63
+                  180,
+                  247,
+                  27,
+                  62
                 ]
               },
               inputs: [
-
+                "input-0"
               ],
               outputs: [
                 "result-0"
@@ -46,22 +46,22 @@
             {
               name: "input-0",
               shape: [
-                7,
-                13,
-                1,
-                12
+                11,
+                3,
+                14,
+                8
               ],
               type: "FP32"
             },
             {
               name: "result-0",
               shape: [
-                7,
+                13,
+                4,
                 14,
-                2,
-                14
+                9
               ],
-              type: "FP32"
+              type: "INT8"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/input-0.json b/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/input-0.json
deleted file mode 100644
index 8fd554701..000000000
--- a/operators/data_layout/pad/pad_ERRORIF_WrongOutputType_14x5x7_i8_pad011010/input-0.json
+++ /dev/null
@@ -1,663 +0,0 @@
-{
-  "type": "int32",
-  "data": [
-    [
-      [
-        34,
-        75,
-        -19,
-        -101,
-        12,
-        81,
-        114
-      ],
-      [
-        11,
-        45,
-        4,
-        100,
-        -27,
-        -80,
-        -41
-      ],
-      [
-        -100,
-        72,
-        41,
-        88,
-        -76,
-        95,
-        103
-      ],
-      [
-        -58,
-        -126,
-        87,
-        46,
-        -53,
-        -31,
-        -128
-      ],
-      [
-        -119,
-        35,
-        49,
-        127,
-        -74,
-        40,
-        76
-      ]
-    ],
-    [
-      [
-        62,
-        -39,
-        -42,
-        103,
-        22,
-        78,
-        -48
-      ],
-      [
-        -17,
-        98,
-        124,
-        40,
-        107,
-        -117,
-        -24
-      ],
-      [
-        -78,
-        -40,
-        -25,
-        40,
-        10,
-        -62,
-        -53
-      ],
-      [
-        -1,
-        78,
-        46,
-        89,
-        -102,
-        120,
-        10
-      ],
-      [
-        -10,
-        77,
-        55,
-        61,
-        35,
-        -128,
-        -19
-      ]
-    ],
-    [
-      [
-        102,
-        56,
-        114,
-        -118,
-        -101,
-        42,
-        -26
-      ],
-      [
-        74,
-        93,
-        -115,
-        41,
-        -57,
-        116,
-        -40
-      ],
-      [
-        -33,
-        39,
-        -109,
-        121,
-        -73,
-        75,
-        62
-      ],
-      [
-        14,
-        67,
-        -75,
-        -12,
-        -37,
-        -67,
-        -45
-      ],
-      [
-        5,
-        68,
-        110,
-        -75,
-        120,
-        110,
-        -57
-      ]
-    ],
-    [
-      [
-        7,
-        86,
-        -114,
-        -60,
-        -112,
-        -63,
-        -65
-      ],
-      [
-        -65,
-        120,
-        -12,
-        -67,
-        -37,
-        -12,
-        69
-      ],
-      [
-        -43,
-        -88,
-        1,
-        97,
-        -118,
-        45,
-        70
-      ],
-      [
-        104,
-        111,
-        -87,
-        -34,
-        72,
-        -123,
-        -4
-      ],
-      [
-        43,
-        -43,
-        55,
-        26,
-        116,
-        9,
-        78
-      ]
-    ],
-    [
-      [
-        7,
-        -110,
-        -40,
-        -52,
-        -36,
-        -31,
-        -109
-      ],
-      [
-        37,
-        29,
-        90,
-        -123,
-        -25,
-        -71,
-        -121
-      ],
-      [
-        125,
-        5,
-        -109,
-        4,
-        87,
-        31,
-        21
-      ],
-      [
-        -46,
-        -28,
-        113,
-        92,
-        54,
-        -20,
-        49
-      ],
-      [
-        14,
-        -94,
-        127,
-        -110,
-        -84,
-        114,
-        -38
-      ]
-    ],
-    [
-      [
-        15,
-        -107,
-        -85,
-        -59,
-        -65,
-        22,
-        -22
-      ],
-      [
-        -121,
-        -103,
-        -82,
-        -103,
-        92,
-        31,
-        29
-      ],
-      [
-        14,
-        -41,
-        89,
-        113,
-        47,
-        -97,
-        8
-      ],
-      [
-        -120,
-        -4,
-        -111,
-        -78,
-        -21,
-        -115,
-        -28
-      ],
-      [
-        -93,
-        114,
-        -110,
-        -16,
-        -38,
-        77,
-        -49
-      ]
-    ],
-    [
-      [
-        87,
-        87,
-        -103,
-        -76,
-        -10,
-        22,
-        80
-      ],
-      [
-        -17,
-        85,
-        -54,
-        -59,
-        -54,
-        68,
-        32
-      ],
-      [
-        46,
-        -11,
-        79,
-        38,
-        -72,
-        -85,
-        46
-      ],
-      [
-        -124,
-        23,
-        84,
-        60,
-        107,
-        -23,
-        7
-      ],
-      [
-        109,
-        -35,
-        115,
-        -27,
-        73,
-        -34,
-        -97
-      ]
-    ],
-    [
-      [
-        -88,
-        -3,
-        124,
-        -27,
-        -95,
-        -94,
-        -23
-      ],
-      [
-        -6,
-        -26,
-        21,
-        19,
-        -107,
-        0,
-        -41
-      ],
-      [
-        -88,
-        89,
-        6,
-        42,
-        -82,
-        -113,
-        -68
-      ],
-      [
-        -93,
-        47,
-        -81,
-        96,
-        -21,
-        -9,
-        40
-      ],
-      [
-        32,
-        89,
-        116,
-        -42,
-        -102,
-        74,
-        27
-      ]
-    ],
-    [
-      [
-        -99,
-        -14,
-        -21,
-        15,
-        -98,
-        -97,
-        87
-      ],
-      [
-        -41,
-        -99,
-        8,
-        105,
-        114,
-        7,
-        -106
-      ],
-      [
-        -122,
-        -47,
-        1,
-        37,
-        12,
-        -36,
-        -15
-      ],
-      [
-        -24,
-        -49,
-        0,
-        -5,
-        52,
-        -77,
-        61
-      ],
-      [
-        75,
-        -6,
-        -119,
-        106,
-        28,
-        107,
-        9
-      ]
-    ],
-    [
-      [
-        74,
-        -52,
-        124,
-        -79,
-        69,
-        -82,
-        -17
-      ],
-      [
-        94,
-        -2,
-        88,
-        -128,
-        46,
-        -106,
-        -36
-      ],
-      [
-        -110,
-        40,
-        119,
-        95,
-        112,
-        -125,
-        44
-      ],
-      [
-        7,
-        11,
-        100,
-        -21,
-        7,
-        125,
-        120
-      ],
-      [
-        -79,
-        -28,
-        22,
-        -52,
-        77,
-        -24,
-        49
-      ]
-    ],
-    [
-      [
-        34,
-        -128,
-        -127,
-        12,
-        38,
-        55,
-        98
-      ],
-      [
-        -64,
-        -87,
-        -17,
-        25,
-        -57,
-        -60,
-        24
-      ],
-      [
-        -1,
-        -39,
-        107,
-        -58,
-        -26,
-        -54,
-        56
-      ],
-      [
-        -27,
-        -17,
-        103,
-        107,
-        -124,
-        -93,
-        -98
-      ],
-      [
-        -114,
-        0,
-        115,
-        38,
-        -108,
-        3,
-        -85
-      ]
-    ],
-    [
-      [
-        -88,
-        97,
-        42,
-        31,
-        121,
-        61,
-        24
-      ],
-      [
-        21,
-        125,
-        -124,
-        17,
-        66,
-        24,
-        -13
-      ],
-      [
-        3,
-        77,
-        32,
-        -115,
-        77,
-        -81,
-        -17
-      ],
-      [
-        -87,
-        120,
-        -89,
-        -73,
-        109,
-        64,
-        -71
-      ],
-      [
-        72,
-        123,
-        119,
-        62,
-        95,
-        -97,
-        -94
-      ]
-    ],
-    [
-      [
-        -16,
-        49,
-        -69,
-        -81,
-        -51,
-        -124,
-        -104
-      ],
-      [
-        -9,
-        102,
-        58,
-        -41,
-        80,
-        -40,
-        56
-      ],
-      [
-        -104,
-        85,
-        31,
-        4,
-        -117,
-        89,
-        57
-      ],
-      [
-        -48,
-        -12,
-        72,
-        -62,
-        -89,
-        -118,
-        -75
-      ],
-      [
-        -97,
-        -52,
-        -13,
-        -116,
-        85,
-        -74,
-        -53
-      ]
-    ],
-    [
-      [
-        -87,
-        110,
-        -114,
-        -77,
-        38,
-        -69,
-        -106
-      ],
-      [
-        -18,
-        -46,
-        127,
-        97,
-        -116,
-        40,
-        57
-      ],
-      [
-        15,
-        122,
-        -3,
-        97,
-        14,
-        26,
-        -116
-      ],
-      [
-        33,
-        76,
-        -74,
-        79,
-        -21,
-        81,
-        -54
-      ],
-      [
-        71,
-        2,
-        95,
-        105,
-        -117,
-        75,
-        -51
-      ]
-    ]
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/input-0.json
index 48c95da34..a96d75559 100644
--- a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/input-0.json
@@ -2,59 +2,59 @@
   "type": "int32",
   "data": [
     [
-      -14904,
-      -15323,
-      29760
+      -7567,
+      24890,
+      -5433
     ],
     [
-      -5612,
-      -8742,
-      4307
+      17895,
+      -31410,
+      4461
     ],
     [
-      12444,
-      -30334,
-      -31529
+      -31222,
+      -21260,
+      2932
     ],
     [
-      4811,
-      8566,
-      -576
+      7776,
+      -25010,
+      -130
     ],
     [
-      -13368,
-      18554,
-      -26076
+      -6139,
+      -3482,
+      20348
     ],
     [
-      9168,
-      -4356,
-      -8735
+      29086,
+      -27865,
+      32285
     ],
     [
-      -25831,
-      11129,
-      -20640
+      -29428,
+      29580,
+      7588
     ],
     [
-      2634,
-      25895,
-      15861
+      15654,
+      -16837,
+      6479
     ],
     [
-      -28610,
-      31607,
-      8191
+      6054,
+      -11834,
+      212
     ],
     [
-      21708,
-      -28817,
-      27176
+      29306,
+      -25719,
+      -2909
     ],
     [
-      14290,
-      25178,
-      31319
+      -10695,
+      -19554,
+      -1389
     ]
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/test.json b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/test.json
index 095dba991..86ba5091c 100644
--- a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_11x3_i16_perm0/test.json
@@ -43,7 +43,8 @@
             {
               name: "result-0",
               shape: [
-                2
+                11,
+                3
               ],
               type: "INT16"
             }
diff --git a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/input-0.json
index bcb7256d4..a368c661b 100644
--- a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/input-0.json
@@ -1,6 +1,6 @@
 {
   "type": "float32",
   "data": [
-    0.134765625
+    0.81640625
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/test.json b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/test.json
index 808a3f1a8..3efcf89c4 100644
--- a/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_InputSizeStartLengthMismatch_1_bf16_perm0/test.json
@@ -42,7 +42,7 @@
             {
               name: "result-0",
               shape: [
-
+                1
               ],
               type: "BF16"
             }
diff --git a/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/desc.json b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/desc.json
new file mode 100644
index 000000000..41275b4d0
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/desc.json
@@ -0,0 +1,22 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-bi",
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10x7_b_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/input-0.json
index 10ed8e7d8..41ab24e04 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10x7_b_perm0/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/input-0.json
@@ -2,92 +2,82 @@
   "type": "bool",
   "data": [
     [
-      true,
+      false,
       false,
       true,
       true,
       true,
-      false,
-      false
+      true
     ],
     [
-      false,
-      true,
       true,
       false,
       true,
-      true,
-      false
-    ],
-    [
       false,
-      true,
-      true,
       false,
-      true,
-      true,
       true
     ],
     [
       true,
-      true,
-      false,
       false,
       false,
       true,
+      false,
       false
     ],
     [
       false,
-      true,
       false,
       false,
       false,
       false,
-      false
+      true
     ],
     [
+      false,
+      true,
+      true,
       true,
       false,
+      true
+    ],
+    [
       false,
       true,
-      false,
       true,
-      true
+      true,
+      false,
+      false
     ],
     [
       true,
       false,
       false,
       true,
-      false,
       true,
       false
     ],
     [
-      false,
       true,
       true,
       true,
       true,
       false,
-      true
+      false
     ],
     [
       true,
+      true,
       false,
       false,
-      true,
       false,
-      true,
-      false
+      true
     ],
     [
       false,
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       false,
-      true,
-      true,
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/test.json b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/test.json
index 4e6f07b6d..566ead54f 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_10x6_b_perm2/test.json
@@ -17,14 +17,12 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  2,
                   1,
-                  2
+                  1
                 ],
                 size: [
                   6,
-                  2,
-                  2
+                  1
                 ]
               },
               inputs: [
@@ -40,19 +38,18 @@
               name: "input-0",
               shape: [
                 10,
-                11,
-                10
+                6
               ],
-              type: "INT48"
+              type: "BOOL"
             },
             {
               name: "result-0",
               shape: [
                 6,
-                2,
-                2
+                1,
+                1
               ],
-              type: "INT48"
+              type: "BOOL"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/desc.json b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/desc.json
new file mode 100644
index 000000000..41275b4d0
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/desc.json
@@ -0,0 +1,22 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-bi",
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/input-0.json
new file mode 100644
index 000000000..f0c33a8e6
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/input-0.json
@@ -0,0 +1,1709 @@
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/test.json b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/test.json
index e9167086b..d2a8da8d5 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_RankMismatch_12x10x12_f16_perm5/test.json
@@ -17,16 +17,14 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  4,
+                  5,
                   7,
-                  0,
-                  1
+                  6
                 ],
                 size: [
-                  1,
-                  1,
+                  3,
                   2,
-                  4
+                  3
                 ]
               },
               inputs: [
@@ -41,22 +39,23 @@
             {
               name: "input-0",
               shape: [
-                10,
                 12,
-                4,
-                8
+                10,
+                12
               ],
-              type: "INT48"
+              type: "FP16"
             },
             {
               name: "result-0",
               shape: [
+                3,
+                2,
+                3,
                 1,
                 1,
-                2,
-                4
+                1
               ],
-              type: "INT48"
+              type: "FP16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/input-0.json
index 88cc49caa..ab2d396b6 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/input-0.json
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+          -23505
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       ]
     ]
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/test.json b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/test.json
index aded2803e..ce97e012e 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_10x15x7x2_i16_perm5/test.json
@@ -51,10 +51,10 @@
             {
               name: "result-0",
               shape: [
-                2,
-                7,
-                3,
-                2
+                1,
+                6,
+                4,
+                3
               ],
               type: "INT16"
             }
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/desc.json b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/desc.json
index 6a61ccfd5..6a61ccfd5 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/input-0.json b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/input-0.json
new file mode 100644
index 000000000..8b4795973
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/input-0.json
@@ -0,0 +1,159 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      0.3653683364391327,
+      0.4841671884059906,
+      0.3380630612373352,
+      0.8493863940238953,
+      0.3088829219341278,
+      0.23831121623516083,
+      0.21434615552425385,
+      0.40116262435913086,
+      0.6229682564735413,
+      0.8316488265991211,
+      0.9247075915336609,
+      0.0800873190164566
+    ],
+    [
+      0.04718879982829094,
+      0.36273500323295593,
+      0.8101033568382263,
+      0.9074029326438904,
+      0.16845087707042694,
+      0.28575971722602844,
+      0.9019617438316345,
+      0.5758163332939148,
+      0.40769630670547485,
+      0.2435348629951477,
+      0.11289516091346741,
+      0.10844937711954117
+    ],
+    [
+      0.6740742325782776,
+      0.7204142808914185,
+      0.36568450927734375,
+      0.6060002446174622,
+      0.15603460371494293,
+      0.020953578874468803,
+      0.09982584416866302,
+      0.10586044192314148,
+      0.9847705960273743,
+      0.23601363599300385,
+      0.13412460684776306,
+      0.7953869104385376
+    ],
+    [
+      0.36666011810302734,
+      0.20626087486743927,
+      0.22037334740161896,
+      0.1390382945537567,
+      0.07990537583827972,
+      0.6801360845565796,
+      0.4399833381175995,
+      0.1484396606683731,
+      0.7924453616142273,
+      0.019125089049339294,
+      0.4306378662586212,
+      0.1273055225610733
+    ],
+    [
+      0.027771227061748505,
+      0.5506622791290283,
+      0.15543301403522491,
+      0.06851742416620255,
+      0.47877204418182373,
+      0.8436360955238342,
+      0.4856288433074951,
+      0.0796542763710022,
+      0.30435678362846375,
+      0.44609251618385315,
+      0.2811557650566101,
+      0.33753645420074463
+    ],
+    [
+      0.5001682639122009,
+      0.9424700140953064,
+      0.8048499226570129,
+      0.2043764293193817,
+      0.7852583527565002,
+      0.3945445418357849,
+      0.8157162070274353,
+      0.6171071529388428,
+      0.6789842844009399,
+      0.362102210521698,
+      0.7131916284561157,
+      0.5656903386116028
+    ],
+    [
+      0.618571937084198,
+      0.5470450520515442,
+      0.05579068139195442,
+      0.47424769401550293,
+      0.051255661994218826,
+      0.16850130259990692,
+      0.47559231519699097,
+      0.4061743915081024,
+      0.04793693125247955,
+      0.13722483813762665,
+      0.465293824672699,
+      0.9676595330238342
+    ],
+    [
+      0.48639586567878723,
+      0.7725535035133362,
+      0.44305819272994995,
+      0.19172482192516327,
+      0.021182112395763397,
+      0.37549304962158203,
+      0.9194912314414978,
+      0.32482460141181946,
+      0.3685273826122284,
+      0.6927195191383362,
+      0.7369128465652466,
+      0.6083845496177673
+    ],
+    [
+      0.33822742104530334,
+      0.9452558755874634,
+      0.35251039266586304,
+      0.29200980067253113,
+      0.8431596755981445,
+      0.9352221488952637,
+      0.9565632939338684,
+      0.5332182049751282,
+      0.8694913983345032,
+      0.18371017277240753,
+      0.8889991044998169,
+      0.7581918239593506
+    ],
+    [
+      0.39918723702430725,
+      0.24518445134162903,
+      0.7596498131752014,
+      0.43058499693870544,
+      0.9786154627799988,
+      0.8546002507209778,
+      0.790431022644043,
+      0.33379217982292175,
+      0.7116517424583435,
+      0.7559248805046082,
+      0.40944814682006836,
+      0.09458398073911667
+    ],
+    [
+      0.7352837324142456,
+      0.29446592926979065,
+      0.13276198506355286,
+      0.04268288239836693,
+      0.3272579610347748,
+      0.5099431872367859,
+      0.03839627280831337,
+      0.563401460647583,
+      0.895386815071106,
+      0.597923755645752,
+      0.5245871543884277,
+      0.2322653830051422
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/test.json b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/test.json
index d3c2f998d..9065e723b 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_11x12_f32_perm1/test.json
@@ -17,10 +17,12 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  2
+                  9,
+                  8
                 ],
                 size: [
-                  -1
+                  1,
+                  1
                 ]
               },
               inputs: [
@@ -35,14 +37,16 @@
             {
               name: "input-0",
               shape: [
-                5
+                11,
+                12
               ],
               type: "FP32"
             },
             {
               name: "result-0",
               shape: [
-                -1
+                3,
+                2
               ],
               type: "FP32"
             }
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/input-0.json
deleted file mode 100644
index a623e1d81..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/input-0.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "type": "float16",
-  "data": [
-    0.1468505859375,
-    0.32177734375,
-    0.317138671875,
-    0.9736328125,
-    0.5830078125,
-    0.33740234375,
-    0.298828125,
-    0.319091796875,
-    0.71240234375,
-    0.54931640625,
-    0.62353515625,
-    0.470458984375
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/desc.json b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/desc.json
index 471810704..471810704 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/input-0.json
new file mode 100644
index 000000000..ed82933c8
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/input-0.json
@@ -0,0 +1,60 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      0.9140625,
+      0.90234375,
+      0.6796875
+    ],
+    [
+      0.2451171875,
+      0.96875,
+      0.76171875
+    ],
+    [
+      0.671875,
+      0.22265625,
+      0.51171875
+    ],
+    [
+      0.8203125,
+      0.859375,
+      0.55859375
+    ],
+    [
+      0.51953125,
+      0.6953125,
+      0.52734375
+    ],
+    [
+      0.416015625,
+      0.0849609375,
+      0.1259765625
+    ],
+    [
+      0.7578125,
+      0.024658203125,
+      0.05224609375
+    ],
+    [
+      0.90234375,
+      0.703125,
+      0.00421142578125
+    ],
+    [
+      0.310546875,
+      0.76171875,
+      0.416015625
+    ],
+    [
+      0.46875,
+      0.45703125,
+      0.201171875
+    ],
+    [
+      0.71875,
+      0.1025390625,
+      0.50390625
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/test.json b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/test.json
index df4dc742d..477ef8be2 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x3_bf16_perm0/test.json
@@ -17,19 +17,19 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  1,
+                  8,
                   0
                 ],
                 size: [
-                  5,
-                  3
+                  -3,
+                  -1
                 ]
               },
               inputs: [
                 "input-0"
               ],
               outputs: [
-
+                "result-0"
               ]
             }
           ],
@@ -37,18 +37,18 @@
             {
               name: "input-0",
               shape: [
-                10,
-                5
+                11,
+                3
               ],
-              type: "FP16"
+              type: "BF16"
             },
             {
               name: "result-0",
               shape: [
-                5,
-                3
+                -3,
+                -1
               ],
-              type: "FP16"
+              type: "BF16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x4_b_perm2/input-0.json b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x4_b_perm2/input-0.json
index ed9e513bc..e5f4fb100 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x4_b_perm2/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_11x4_b_perm2/input-0.json
@@ -4,26 +4,26 @@
     [
       true,
       true,
-      true,
+      false,
       false
     ],
     [
-      true,
+      false,
       false,
       true,
-      false
+      true
     ],
     [
-      true,
       false,
       false,
-      false
+      true,
+      true
     ],
     [
       true,
+      true,
       false,
-      false,
-      true
+      false
     ],
     [
       false,
@@ -32,39 +32,39 @@
       false
     ],
     [
-      false,
+      true,
       false,
       true,
-      false
+      true
     ],
     [
       true,
-      false,
+      true,
       true,
       false
     ],
     [
       false,
-      false,
       true,
-      true
+      true,
+      false
     ],
     [
-      true,
-      true,
+      false,
+      false,
       false,
       true
     ],
     [
+      false,
       true,
       true,
-      true,
-      false
+      true
     ],
     [
       false,
       false,
-      true,
+      false,
       true
     ]
   ]
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/input-0.json
deleted file mode 100644
index cec7c4103..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_SizeSmallerEqualZero_5_f32_perm0/input-0.json
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-  "type": "float32",
-  "data": [
-    0.854929506778717,
-    0.44316935539245605,
-    0.08283209055662155,
-    0.9921995401382446,
-    0.8449835777282715
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_StartSizeOutsideBounds_10x6x1x11_f16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_StartSizeOutsideBounds_10x6x1x11_f16_perm0/input-0.json
index a33588e05..768203d1b 100644
--- a/operators/data_layout/slice/slice_ERRORIF_StartSizeOutsideBounds_10x6x1x11_f16_perm0/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_StartSizeOutsideBounds_10x6x1x11_f16_perm0/input-0.json
@@ -4,191 +4,6 @@
     [
       [
         [
-          0.59423828125,
-          0.94580078125,
-          0.0153045654296875,
-          0.970703125,
-          0.72607421875,
-          0.0224456787109375,
-          0.51904296875,
-          0.06976318359375,
-          0.603515625,
-          0.45166015625,
-          0.7724609375
-        ]
-      ],
-      [
-        [
-          0.57958984375,
-          0.78662109375,
-          0.368896484375,
-          0.85693359375,
-          0.8662109375,
-          0.6552734375,
-          0.263671875,
-          0.9912109375,
-          0.81787109375,
-          0.8515625,
-          0.0115509033203125
-        ]
-      ],
-      [
-        [
-          0.826171875,
-          0.2177734375,
-          0.50830078125,
-          0.7041015625,
-          0.410400390625,
-          0.24365234375,
-          0.5,
-          0.2998046875,
-          0.615234375,
-          0.10968017578125,
-          0.408203125
-        ]
-      ],
-      [
-        [
-          0.591796875,
-          0.99072265625,
-          0.495361328125,
-          0.42578125,
-          0.9892578125,
-          0.92529296875,
-          0.6728515625,
-          0.544921875,
-          0.27099609375,
-          0.6240234375,
-          0.833984375
-        ]
-      ],
-      [
-        [
-          0.9814453125,
-          0.1710205078125,
-          0.274169921875,
-          0.88427734375,
-          0.86083984375,
-          0.716796875,
-          0.103759765625,
-          0.7060546875,
-          0.468994140625,
-          0.371337890625,
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index c64d01b5a..275946771 100644
--- a/operators/data_layout/slice/slice_ERRORIF_StartSizeOutsideBounds_10x7_i32_perm0/input-0.json
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diff --git a/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_11x10_f32_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_11x10_f32_perm0/input-0.json
index 46f739506..a2ba81869 100644
--- a/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_11x10_f32_perm0/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_11x10_f32_perm0/input-0.json
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diff --git a/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_12_i16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_12_i16_perm0/input-0.json
index 246f1af5b..2be4c690f 100644
--- a/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_12_i16_perm0/input-0.json
+++ b/operators/data_layout/slice/slice_ERRORIF_StartSmallerZero_12_i16_perm0/input-0.json
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/desc.json
index bf7c1974a..bf7c1974a 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/input-0.json
new file mode 100644
index 000000000..e249b9eb4
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/input-0.json
@@ -0,0 +1,585 @@
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+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/test.json
index ad76f0438..33a601a07 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_10x14x2_i32_perm0/test.json
@@ -18,19 +18,17 @@
               attribute: {
                 start: [
                   2,
-                  6,
-                  2,
-                  7
+                  11,
+                  0
                 ],
                 size: [
-                  2,
                   4,
                   1,
-                  5
+                  1
                 ]
               },
               inputs: [
-                "input-0"
+
               ],
               outputs: [
                 "result-0"
@@ -42,21 +40,19 @@
               name: "input-0",
               shape: [
                 10,
-                13,
-                4,
-                13
+                14,
+                2
               ],
               type: "INT32"
             },
             {
               name: "result-0",
               shape: [
-                2,
                 4,
                 1,
-                5
+                1
               ],
-              type: "FP16"
+              type: "INT32"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/input-0.json
deleted file mode 100644
index ea601247e..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/input-0.json
+++ /dev/null
@@ -1,522 +0,0 @@
-{
-  "type": "float32",
-  "data": [
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-      [
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-        0.954211950302124,
-        0.30939781665802
-      ]
-    ]
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/desc.json
index bf7c1974a..bf7c1974a 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/input-0.json
new file mode 100644
index 000000000..a7e7b8209
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/input-0.json
@@ -0,0 +1,61 @@
+{
+  "type": "float16",
+  "data": [
+    [
+      0.52099609375,
+      0.42138671875
+    ],
+    [
+      0.83349609375,
+      0.7099609375
+    ],
+    [
+      0.5966796875,
+      0.81005859375
+    ],
+    [
+      0.6015625,
+      0.90966796875
+    ],
+    [
+      0.01433563232421875,
+      0.541015625
+    ],
+    [
+      0.76318359375,
+      0.83203125
+    ],
+    [
+      0.46875,
+      0.273193359375
+    ],
+    [
+      0.2230224609375,
+      0.371826171875
+    ],
+    [
+      0.91357421875,
+      0.548828125
+    ],
+    [
+      0.72802734375,
+      0.427490234375
+    ],
+    [
+      0.7001953125,
+      0.970703125
+    ],
+    [
+      0.57763671875,
+      0.95703125
+    ],
+    [
+      0.8203125,
+      0.2381591796875
+    ],
+    [
+      0.2291259765625,
+      0.8818359375
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/test.json
index f9d63b919..ad0cb7449 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_11x9x3_f32_perm2/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_14x2_f16_perm0/test.json
@@ -17,13 +17,11 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  5,
-                  1,
+                  6,
                   0
                 ],
                 size: [
-                  5,
-                  3,
+                  6,
                   1
                 ]
               },
@@ -40,20 +38,18 @@
             {
               name: "input-0",
               shape: [
-                11,
-                9,
-                3
+                14,
+                2
               ],
-              type: "FP32"
+              type: "FP16"
             },
             {
               name: "result-0",
               shape: [
-                5,
-                3,
+                6,
                 1
               ],
-              type: "FP32"
+              type: "FP16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/input-0.json
deleted file mode 100644
index af33ee89c..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/input-0.json
+++ /dev/null
@@ -1,89 +0,0 @@
-{
-  "type": "int32",
-  "data": [
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-      81,
-      29,
-      121,
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-      -5,
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-      1,
-      -128,
-      -86,
-      50,
-      40
-    ]
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/input-0.json
deleted file mode 100644
index 45a69ec9a..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/input-0.json
+++ /dev/null
@@ -1,1345 +0,0 @@
-{
-  "type": "int64",
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/input-0.json
deleted file mode 100644
index 67bb924b4..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/input-0.json
+++ /dev/null
@@ -1,5065 +0,0 @@
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-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/desc.json
index 992afc22b..992afc22b 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x11x10_i48_perm3/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/input-0.json
new file mode 100644
index 000000000..e5aa054ae
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/input-0.json
@@ -0,0 +1,115 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      1,
+      3,
+      -3,
+      6,
+      3,
+      1,
+      0,
+      2
+    ],
+    [
+      1,
+      3,
+      -1,
+      -3,
+      3,
+      -3,
+      -7,
+      -6
+    ],
+    [
+      -7,
+      0,
+      3,
+      -3,
+      -7,
+      2,
+      -2,
+      4
+    ],
+    [
+      -2,
+      2,
+      2,
+      -3,
+      4,
+      5,
+      5,
+      -3
+    ],
+    [
+      -3,
+      -3,
+      -5,
+      6,
+      7,
+      5,
+      -7,
+      7
+    ],
+    [
+      5,
+      -6,
+      -7,
+      -4,
+      0,
+      -2,
+      2,
+      3
+    ],
+    [
+      0,
+      -2,
+      1,
+      -6,
+      -7,
+      4,
+      -5,
+      7
+    ],
+    [
+      1,
+      0,
+      5,
+      -4,
+      1,
+      -1,
+      0,
+      6
+    ],
+    [
+      7,
+      -1,
+      -2,
+      -3,
+      -2,
+      -1,
+      -6,
+      -4
+    ],
+    [
+      4,
+      3,
+      -6,
+      6,
+      -5,
+      -5,
+      -7,
+      -5
+    ],
+    [
+      -5,
+      6,
+      -1,
+      -5,
+      -7,
+      -4,
+      -1,
+      -1
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/test.json
index 698091b9c..f05ee102a 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputList_6x12_i8_perm5/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_11x8_i4_perm1/test.json
@@ -18,15 +18,15 @@
               attribute: {
                 start: [
                   2,
-                  5
+                  0
                 ],
                 size: [
                   3,
-                  4
+                  2
                 ]
               },
               inputs: [
-
+                "input-0"
               ],
               outputs: [
                 "result-0"
@@ -37,18 +37,18 @@
             {
               name: "input-0",
               shape: [
-                6,
-                12
+                11,
+                8
               ],
-              type: "INT8"
+              type: "INT4"
             },
             {
               name: "result-0",
               shape: [
                 3,
-                4
+                2
               ],
-              type: "INT8"
+              type: "INT4"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/desc.json
index 992afc22b..992afc22b 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_10x12x4x8_i48_perm3/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/input-0.json
new file mode 100644
index 000000000..8fc76f936
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/input-0.json
@@ -0,0 +1,17 @@
+{
+  "type": "int32",
+  "data": [
+    1,
+    7,
+    0,
+    3,
+    6,
+    6,
+    -1,
+    5,
+    7,
+    -1,
+    -7,
+    -5
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/test.json
index 7fddc0527..567b7e87c 100644
--- a/operators/data_layout/slice/slice_ERRORIF_SizeOutputShapeMismatch_12_f16_perm5/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongInputType_12_i4_perm0/test.json
@@ -20,7 +20,7 @@
                   0
                 ],
                 size: [
-                  1
+                  9
                 ]
               },
               inputs: [
@@ -37,14 +37,14 @@
               shape: [
                 12
               ],
-              type: "FP16"
+              type: "INT4"
             },
             {
               name: "result-0",
               shape: [
-                2
+                9
               ],
-              type: "FP16"
+              type: "INT4"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/input-0.json
deleted file mode 100644
index 87e1a5916..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/input-0.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-  "type": "int32",
-  "data": [
-    -16085,
-    3997,
-    16720,
-    -21061,
-    16132,
-    10506,
-    3876,
-    -16892,
-    -796,
-    15938
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/desc.json
index 2b74f86d0..2b74f86d0 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/input-0.json
new file mode 100644
index 000000000..80bb7bba8
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/input-0.json
@@ -0,0 +1,5545 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      [
+        [
+          0.37109375,
+          0.232421875,
+          0.26953125,
+          0.1484375,
+          0.443359375,
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+          0.87890625,
+          0.0712890625
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+          0.0291748046875,
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+          0.83984375
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+          0.6875,
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+          0.77734375,
+          0.216796875,
+          0.7421875
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+          0.91796875,
+          0.75390625,
+          0.640625,
+          0.26953125,
+          0.212890625,
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+          0.29296875,
+          0.318359375,
+          0.8203125,
+          0.06884765625,
+          0.07373046875
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+          0.01446533203125,
+          0.458984375,
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+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/test.json
new file mode 100644
index 000000000..3095c41be
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x3x13x12_bf16_perm4/test.json
@@ -0,0 +1,72 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "SLICE",
+              attribute_type: "SliceAttribute",
+              attribute: {
+                start: [
+                  3,
+                  0,
+                  2,
+                  8
+                ],
+                size: [
+                  4,
+                  2,
+                  9,
+                  1
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                10,
+                3,
+                13,
+                12
+              ],
+              type: "BF16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                4,
+                2,
+                9,
+                1
+              ],
+              type: "BF16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/input-0.json
deleted file mode 100644
index 878df30fb..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/input-0.json
+++ /dev/null
@@ -1,75 +0,0 @@
-{
-  "type": "float16",
-  "data": [
-    [
-      0.744140625,
-      0.1651611328125,
-      0.0025653839111328125,
-      0.1754150390625,
-      0.72607421875
-    ],
-    [
-      0.89794921875,
-      0.10107421875,
-      0.445556640625,
-      0.57275390625,
-      0.8896484375
-    ],
-    [
-      0.2174072265625,
-      0.65576171875,
-      0.83544921875,
-      0.0662841796875,
-      0.2169189453125
-    ],
-    [
-      0.13525390625,
-      0.7099609375,
-      0.289794921875,
-      0.069091796875,
-      0.09332275390625
-    ],
-    [
-      0.68505859375,
-      0.58056640625,
-      0.332763671875,
-      0.9140625,
-      0.026092529296875
-    ],
-    [
-      0.23291015625,
-      0.54931640625,
-      0.9501953125,
-      0.88427734375,
-      0.728515625
-    ],
-    [
-      0.479736328125,
-      0.43603515625,
-      0.70947265625,
-      0.677734375,
-      0.395263671875
-    ],
-    [
-      0.87841796875,
-      0.810546875,
-      0.98486328125,
-      0.395263671875,
-      0.211669921875
-    ],
-    [
-      0.2022705078125,
-      0.64208984375,
-      0.2003173828125,
-      0.7392578125,
-      0.94775390625
-    ],
-    [
-      0.0273895263671875,
-      0.87646484375,
-      0.229248046875,
-      0.5517578125,
-      0.266845703125
-    ]
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/desc.json
index 2b74f86d0..2b74f86d0 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10x5_f16_perm0/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/input-0.json
new file mode 100644
index 000000000..8baee3133
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/input-0.json
@@ -0,0 +1,31785 @@
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+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/test.json
index d7d846c03..3a65b77a1 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_14x12x11x15_i8_perm2/test.json
@@ -17,25 +17,24 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  0,
-                  0,
-                  2,
                   5,
-                  0
+                  6,
+                  1,
+                  11
                 ],
                 size: [
-                  1,
-                  1,
+                  5,
                   3,
-                  2,
-                  4
+                  6,
+                  2
                 ]
               },
               inputs: [
                 "input-0"
               ],
               outputs: [
-                "result-0"
+                "result-0",
+                "eiDummyOutput"
               ]
             }
           ],
@@ -43,22 +42,20 @@
             {
               name: "input-0",
               shape: [
-                1,
-                2,
-                7,
-                10,
-                7
+                14,
+                12,
+                11,
+                15
               ],
               type: "INT8"
             },
             {
               name: "result-0",
               shape: [
-                1,
-                1,
+                5,
                 3,
-                2,
-                4
+                6,
+                2
               ],
               type: "INT8"
             }
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/desc.json
index 199bfa93c..199bfa93c 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/input-0.json
new file mode 100644
index 000000000..7f7922fd7
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/input-0.json
@@ -0,0 +1,725 @@
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+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/test.json
index 226c21592..042d3e584 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x10x5_f16_perm0/test.json
@@ -17,14 +17,14 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  7,
-                  0,
-                  0
+                  3,
+                  4,
+                  1
                 ],
                 size: [
                   1,
-                  1,
-                  6
+                  3,
+                  1
                 ]
               },
               inputs: [
@@ -40,19 +40,19 @@
               name: "input-0",
               shape: [
                 10,
-                3,
-                7
+                10,
+                5
               ],
-              type: "FP32"
+              type: "FP16"
             },
             {
               name: "result-0",
               shape: [
                 1,
-                1,
-                6
+                3,
+                1
               ],
-              type: "INT16"
+              type: "BF16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/input-0.json
deleted file mode 100644
index cad221d11..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x13x4x13_i32_perm5/input-0.json
+++ /dev/null
@@ -1,8085 +0,0 @@
-{
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\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/input-0.json
deleted file mode 100644
index 211bba61f..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/input-0.json
+++ /dev/null
@@ -1,295 +0,0 @@
-{
-  "type": "float32",
-  "data": [
-    [
-      [
-        0.40634503960609436,
-        0.3807288408279419,
-        0.6949495077133179,
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-        0.737075924873352
-      ],
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-        0.07484320551156998,
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-        0.7674973011016846,
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-        0.030599968507885933,
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-        0.7239014506340027,
-        0.08749333024024963,
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-    [
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-        0.8711037635803223,
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-        0.08255741745233536,
-        0.3258964419364929,
-        0.747075080871582,
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-      [
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-      [
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-        0.8761271238327026,
-        0.4325665831565857,
-        0.04830113798379898
-      ]
-    ]
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/desc.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/desc.json
index 199bfa93c..199bfa93c 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_10x3x7_f32_perm5/desc.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/desc.json
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/input-0.json
new file mode 100644
index 000000000..94d8fc022
--- /dev/null
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/input-0.json
@@ -0,0 +1,226 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      25461,
+      -30130,
+      3542,
+      -21952,
+      -25347,
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+      -13081,
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+      23097,
+      -23585
+    ],
+    [
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+      24002,
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+    [
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+    [
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+    [
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+    ],
+    [
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+      13713,
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+    ],
+    [
+      1283,
+      3530,
+      23203,
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+      484,
+      3184,
+      -23507,
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+    [
+      -6696,
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+      10206,
+      28961,
+      9775,
+      2231,
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+      -15359,
+      -21095,
+      19586,
+      -7232,
+      -20852,
+      -5419,
+      -514
+    ],
+    [
+      11198,
+      32390,
+      31098,
+      24560,
+      21454,
+      28153,
+      14143,
+      -26354,
+      -17092,
+      -2481,
+      18676,
+      17635,
+      24769,
+      -22544,
+      6375
+    ],
+    [
+      17626,
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+      10549,
+      25376,
+      -2960,
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+      27319,
+      22522,
+      13945,
+      -18683,
+      -2427
+    ],
+    [
+      -31987,
+      30213,
+      -29293,
+      6710,
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+      5704,
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+      -9095,
+      21508,
+      21935,
+      -6323,
+      5589,
+      19692,
+      7972,
+      -5375
+    ],
+    [
+      28587,
+      32404,
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+      18322,
+      -28615,
+      3159,
+      14570,
+      -27470,
+      21651,
+      -25632,
+      2383
+    ],
+    [
+      -31444,
+      -25482,
+      15325,
+      -27596,
+      26126,
+      -31225,
+      8339,
+      -8775,
+      6922,
+      7943,
+      9424,
+      4595,
+      29842,
+      640,
+      23088
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/test.json
index 5fb63b00f..0e23826ce 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongOutputList_10_i16_perm2/test.json
+++ b/operators/data_layout/slice/slice_ERRORIF_WrongOutputType_13x15_i16_perm1/test.json
@@ -17,18 +17,19 @@
               attribute_type: "SliceAttribute",
               attribute: {
                 start: [
-                  3
+                  11,
+                  8
                 ],
                 size: [
-                  6
+                  1,
+                  4
                 ]
               },
               inputs: [
                 "input-0"
               ],
               outputs: [
-                "result-0",
-                "eiDummyOutput"
+                "result-0"
               ]
             }
           ],
@@ -36,16 +37,18 @@
             {
               name: "input-0",
               shape: [
-                10
+                13,
+                15
               ],
               type: "INT16"
             },
             {
               name: "result-0",
               shape: [
-                6
+                1,
+                4
               ],
-              type: "INT16"
+              type: "INT48"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/input-0.json
deleted file mode 100644
index 6fa392182..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/input-0.json
+++ /dev/null
@@ -1,1205 +0,0 @@
-{
-  "type": "float16",
-  "data": [
-    [
-      [
-        [
-          [
-            0.7998046875,
-            0.25439453125,
-            0.320556640625,
-            0.251953125
-          ]
-        ],
-        [
-          [
-            0.63916015625,
-            0.97607421875,
-            0.419921875,
-            0.336669921875
-          ]
-        ],
-        [
-          [
-            0.580078125,
-            0.353515625,
-            0.11181640625,
-            0.4951171875
-          ]
-        ],
-        [
-          [
-            0.5859375,
-            0.432373046875,
-            0.7646484375,
-            0.677734375
-          ]
-        ],
-        [
-          [
-            0.45947265625,
-            0.94921875,
-            0.5869140625,
-            0.360107421875
-          ]
-        ],
-        [
-          [
-            0.375,
-            0.021820068359375,
-            0.67138671875,
-            0.7451171875
-          ]
-        ],
-        [
-          [
-            0.2230224609375,
-            0.7685546875,
-            0.677734375,
-            0.054534912109375
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/test.json b/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/test.json
deleted file mode 100644
index 5d7ad61a9..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/test.json
+++ /dev/null
@@ -1,76 +0,0 @@
-{
-  version: {
-    _major: 0,
-    _minor: 51,
-    _patch: 0,
-    _draft: true
-  },
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-      name: "main",
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-          outputs: [
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/input-0.json b/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/input-0.json
deleted file mode 100644
index 2d6972deb..000000000
--- a/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/input-0.json
+++ /dev/null
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-            -2
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-        ]
-      ]
-    ]
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/desc.json b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/desc.json
new file mode 100644
index 000000000..41275b4d0
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/desc.json
@@ -0,0 +1,22 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-bi",
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/input-0.json
new file mode 100644
index 000000000..3d00bb152
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/input-0.json
@@ -0,0 +1,325 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      [
+        -54,
+        126,
+        -49,
+        56,
+        2,
+        -121,
+        -90,
+        -109
+      ],
+      [
+        -99,
+        83,
+        -47,
+        68,
+        102,
+        -1,
+        37,
+        -62
+      ],
+      [
+        101,
+        -75,
+        -123,
+        18,
+        97,
+        -91,
+        -115,
+        -14
+      ]
+    ],
+    [
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+        -50,
+        34,
+        -33,
+        32
+      ],
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+        -55,
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+        13,
+        -92,
+        26,
+        55,
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+      ]
+    ],
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+        61,
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+        100,
+        -11,
+        16,
+        41,
+        -70,
+        6
+      ],
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+        -25,
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+        -80,
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+        38,
+        45,
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+      ]
+    ],
+    [
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+        122,
+        -21
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+      [
+        35,
+        -9,
+        0,
+        -25,
+        32,
+        102,
+        -93,
+        94
+      ],
+      [
+        -89,
+        -123,
+        8,
+        -98,
+        -31,
+        72,
+        1,
+        -81
+      ]
+    ],
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+        -10,
+        50,
+        -114,
+        -10,
+        -62,
+        61,
+        85,
+        -121
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+      [
+        98,
+        66,
+        3,
+        -6,
+        -94,
+        1,
+        108,
+        -19
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+        45,
+        114,
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+        -31,
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+    [
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+        -39,
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+        25,
+        -128,
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+        19,
+        -2,
+        20,
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+      ]
+    ],
+    [
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+      ],
+      [
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+        -88,
+        104,
+        -14,
+        -126,
+        82,
+        -17
+      ]
+    ],
+    [
+      [
+        65,
+        75,
+        -40,
+        -1,
+        -86,
+        77,
+        54,
+        -73
+      ],
+      [
+        72,
+        -69,
+        -27,
+        54,
+        -5,
+        92,
+        -20,
+        -70
+      ],
+      [
+        60,
+        54,
+        114,
+        39,
+        122,
+        72,
+        -39,
+        43
+      ]
+    ],
+    [
+      [
+        43,
+        45,
+        83,
+        127,
+        67,
+        61,
+        -122,
+        -3
+      ],
+      [
+        83,
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+        28,
+        -90,
+        -112,
+        38,
+        57,
+        -106
+      ],
+      [
+        26,
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+        -78,
+        -105,
+        -83,
+        79,
+        -49,
+        -122
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/test.json
new file mode 100644
index 000000000..6e4e0f1a7
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_10x3x8_i8_perm0/test.json
@@ -0,0 +1,65 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TILE",
+              attribute_type: "TileAttribute",
+              attribute: {
+                multiples: [
+                  1,
+                  1,
+                  3
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                10,
+                3,
+                8
+              ],
+              type: "INT8"
+            },
+            {
+              name: "result-0",
+              shape: [
+                10,
+                3,
+                24,
+                1,
+                1
+              ],
+              type: "INT8"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/desc.json b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/desc.json
new file mode 100644
index 000000000..584857b19
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/input-0.json
new file mode 100644
index 000000000..2809948ef
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/input-0.json
@@ -0,0 +1,7 @@
+{
+  "type": "float32",
+  "data": [
+    0.91796875,
+    0.953125
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/test.json
index 6e36c49b4..114087f51 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/test.json
+++ b/operators/data_layout/tile/tile_ERRORIF_RankMismatch_2_bf16_perm0/test.json
@@ -17,11 +17,11 @@
               attribute_type: "TileAttribute",
               attribute: {
                 multiples: [
-                  2
+                  1
                 ]
               },
               inputs: [
-
+                "input-0"
               ],
               outputs: [
                 "result-0"
@@ -34,14 +34,17 @@
               shape: [
                 2
               ],
-              type: "FP32"
+              type: "BF16"
             },
             {
               name: "result-0",
               shape: [
-                4
+                2,
+                1,
+                1,
+                1
               ],
-              type: "FP32"
+              type: "BF16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/input-0.json
index ac3d6d83c..da27186b3 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/input-0.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/input-0.json
@@ -7,50 +7,50 @@
           true,
           true,
           true,
-          false,
-          false,
-          false,
           true,
           true,
           false,
           true,
-          false
+          false,
+          true,
+          true,
+          true
         ],
         [
           false,
           false,
+          true,
+          true,
           false,
+          true,
+          true,
+          true,
           false,
           false,
-          false,
-          false,
-          false,
-          false,
-          true,
           true
         ],
         [
-          true,
           false,
           true,
           false,
           false,
           true,
-          false,
+          true,
           true,
           false,
+          false,
           true,
           true
         ],
         [
-          true,
           false,
-          true,
+          false,
           true,
           false,
           false,
           true,
           true,
+          true,
           false,
           false,
           false
@@ -58,80 +58,80 @@
         [
           false,
           true,
+          false,
           true,
           true,
           true,
-          true,
-          false,
           false,
           true,
           true,
+          true,
           true
         ],
         [
-          false,
-          false,
           true,
-          false,
+          true,
           true,
           false,
+          true,
           false,
           false,
           true,
           false,
+          true,
           true
         ],
         [
-          true,
-          true,
-          false,
-          true,
           false,
           true,
           true,
           true,
+          false,
+          false,
+          false,
           true,
           false,
-          false
+          false,
+          true
         ],
         [
           true,
+          false,
           true,
           true,
           true,
           false,
           true,
-          false,
           true,
           false,
           true,
-          true
+          false
         ],
         [
-          true,
           false,
           true,
-          true,
-          true,
+          false,
+          false,
+          false,
           false,
           true,
           true,
           false,
-          false,
-          false
+          true,
+          true
         ],
         [
-          true,
           false,
           true,
-          false,
+          true,
           false,
           false,
           false,
           true,
           false,
           true,
-          true
+          true,
+          false
         ]
       ],
       [
@@ -140,103 +140,103 @@
           true,
           false,
           true,
+          false,
           true,
           true,
           false,
-          false,
-          false,
           true,
-          false
+          true,
+          true
         ],
         [
           false,
           true,
           true,
           true,
-          false,
-          false,
+          true,
           false,
           false,
           true,
           false,
-          true
+          false,
+          false
         ],
         [
+          true,
           false,
-          false,
-          false,
-          false,
+          true,
           true,
           true,
           false,
           false,
           true,
+          false,
           true,
-          true
+          false
         ],
         [
           false,
-          true,
-          true,
           false,
           false,
-          true,
           false,
+          true,
           false,
           false,
+          true,
+          true,
           false,
-          true
+          false
         ],
         [
           false,
-          false,
-          true,
           true,
+          false,
+          false,
+          false,
           true,
           false,
           true,
           true,
           false,
-          true,
           false
         ],
         [
-          true,
-          true,
-          true,
-          true,
+          false,
+          false,
+          false,
           true,
           true,
           false,
           true,
           false,
           true,
-          false
+          false,
+          true
         ],
         [
-          false,
-          true,
           true,
           true,
           false,
+          false,
           true,
           true,
           true,
           false,
           false,
+          true,
           false
         ],
         [
           false,
           false,
-          false,
-          false,
+          true,
+          true,
           true,
           false,
+          true,
           false,
           false,
           true,
-          true,
           false
         ],
         [
@@ -248,21 +248,21 @@
           true,
           false,
           false,
-          false,
           true,
-          false
+          true,
+          true
         ],
         [
-          true,
-          true,
-          true,
           false,
           true,
           true,
+          false,
           true,
-          true,
+          false,
           true,
           false,
+          false,
+          true,
           true
         ]
       ]
@@ -270,26 +270,26 @@
     [
       [
         [
-          false,
           true,
           false,
           true,
-          false,
           true,
           false,
           false,
           true,
           false,
-          false
+          true,
+          false,
+          true
         ],
         [
-          true,
+          false,
           true,
           true,
           false,
           true,
           true,
-          false,
+          true,
           true,
           false,
           false,
@@ -297,46 +297,45 @@
         ],
         [
           false,
-          false,
-          false,
+          true,
+          true,
           true,
           false,
           false,
           false,
           false,
           true,
-          true,
+          false,
           false
         ],
         [
           true,
-          false,
-          true,
           true,
           false,
           false,
           true,
+          false,
           true,
+          false,
           true,
           true,
-          false
+          true
         ],
         [
-          false,
-          true,
           true,
           false,
-          true,
+          false,
+          false,
           true,
           true,
           true,
           false,
           true,
+          true,
           true
         ],
         [
           false,
-          true,
           false,
           false,
           true,
@@ -344,219 +343,220 @@
           true,
           false,
           false,
-          false,
-          false
+          true,
+          true,
+          true
         ],
         [
+          true,
           false,
           true,
           true,
+          false,
+          true,
           true,
           true,
-          false,
           true,
           true,
-          false,
-          false,
           false
         ],
         [
           false,
-          false,
-          false,
           true,
           false,
-          false,
+          true,
           false,
           false,
           false,
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@@ -1967,128 +1954,129 @@
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@@ -2096,20 +2084,32 @@
           false,
           false,
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+          true,
+          true,
+          true
+        ],
+        [
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@@ -2121,11 +2121,11 @@
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       ]
     ],
@@ -2136,9 +2136,9 @@
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@@ -2148,117 +2148,117 @@
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           true
         ],
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+        ],
+        [
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@@ -2267,131 +2267,131 @@
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         ],
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         ],
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           true,
           false,
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-          false
+          false,
+          true
         ],
         [
-          true,
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+          false,
           false,
           false,
           true,
           true,
+          false,
           true,
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+          false,
           true,
-          true,
-          true
+          false
         ],
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+          true,
           false,
           true,
           true,
           true,
-          false,
-          false,
           true,
           true,
           true,
           false,
-          true
+          false,
+          false
         ],
         [
           true,
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-          true,
-          true,
+          false,
           true,
           false,
           false,
           false,
+          false,
           true,
           false,
-          false
+          true,
+          true
         ],
         [
           true,
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+          false,
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         ],
         [
           false,
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           true,
+          true,
+          true,
           false,
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-          false,
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+          true
         ],
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           false,
           true,
-          false,
           true,
           true,
-          false
+          true
         ]
       ]
     ],
@@ -2400,251 +2400,251 @@
         [
           true,
           true,
-          false,
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           true,
           false,
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+          true,
+          true,
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+          false,
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         ],
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+          true,
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         ],
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           false,
           true,
           false,
           true,
+          true,
+          false,
+          false,
           false,
           true,
           true
         ],
         [
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+          true,
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         ],
         [
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           true,
           false,
+          false,
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           false,
+          false,
           true,
           false,
           true
         ],
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+          false,
           true,
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+          false,
           true,
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+          true,
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+          true,
           false
         ],
         [
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+          false,
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-          true,
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+          true
         ],
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+          true,
+          true,
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           false,
           false,
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           false,
           false,
-          true,
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           true,
           true,
-          false
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+          false,
+          true,
+          true
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-        [
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-          false,
-          true,
-          true,
-          false,
           true,
           true
         ],
         [
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-          true,
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+          true,
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+          true,
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-          false
+          true
         ],
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-          false,
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-          false,
-          false,
           true,
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           false,
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+          true,
+          true,
+          false,
           false
         ],
         [
           false,
           true,
+          false,
+          true,
+          true,
           true,
           true,
           true,
-          false,
-          false,
-          false,
           true,
           false,
-          false
+          true
         ],
         [
+          false,
+          true,
           true,
           true,
-          false,
-          false,
           true,
-          false,
           true,
           false,
+          true,
           false,
           false,
           true
         ],
         [
-          false,
           true,
           true,
-          false,
-          true,
           true,
+          false,
           true,
           true,
           true,
           false,
+          false,
+          false,
           false
         ],
         [
-          false,
-          false,
-          false,
-          false,
-          true,
           true,
+          false,
           true,
+          false,
           true,
           true,
+          false,
           true,
+          false,
+          false,
           true
         ],
         [
+          true,
+          true,
+          true,
+          true,
+          false,
+          false,
           false,
           true,
           false,
+          false,
+          false
+        ],
+        [
           true,
           false,
           true,
           true,
           false,
+          false,
+          false,
           true,
+          false,
           true,
-          true
+          false
         ],
         [
           false,
@@ -2654,9 +2654,9 @@
           false,
           true,
           false,
-          true,
           false,
           true,
+          true,
           false
         ]
       ]
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/test.json
index 9fe6b936b..f4f18a46b 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/test.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_10x2x10x11_b_perm0/test.json
@@ -24,7 +24,8 @@
                 ]
               },
               inputs: [
-
+                "input-0",
+                "eiDummyInput"
               ],
               outputs: [
                 "result-0"
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/input-0.json
deleted file mode 100644
index 5e99a758b..000000000
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/input-0.json
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-  "type": "float32",
-  "data": [
-    0.7177925705909729,
-    0.024210508912801743
-  ]
-}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/desc.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/desc.json
index b4526f1cb..b4526f1cb 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_2_f32_perm0/desc.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/desc.json
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/input-0.json
new file mode 100644
index 000000000..379f18ab8
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/input-0.json
@@ -0,0 +1,41 @@
+{
+  "type": "float16",
+  "data": [
+    [
+      0.6962890625,
+      0.251708984375,
+      0.62646484375,
+      0.462646484375
+    ],
+    [
+      0.482177734375,
+      0.55126953125,
+      0.5703125,
+      0.7099609375
+    ],
+    [
+      0.452392578125,
+      0.72265625,
+      0.48583984375,
+      0.66259765625
+    ],
+    [
+      0.26318359375,
+      0.54150390625,
+      0.468017578125,
+      0.30224609375
+    ],
+    [
+      0.06231689453125,
+      0.51025390625,
+      0.00975799560546875,
+      0.389892578125
+    ],
+    [
+      0.37060546875,
+      0.6337890625,
+      0.9873046875,
+      0.85791015625
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/test.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/test.json
new file mode 100644
index 000000000..4deafbea2
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputList_6x4_f16_perm2/test.json
@@ -0,0 +1,61 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TILE",
+              attribute_type: "TileAttribute",
+              attribute: {
+                multiples: [
+                  3,
+                  2
+                ]
+              },
+              inputs: [
+                "input-0",
+                "eiDummyInput"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                6,
+                4
+              ],
+              type: "FP16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                18,
+                8
+              ],
+              type: "FP16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputType_10x11x2x5_i4_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputType_10x11x2x5_i4_perm0/input-0.json
index f8a16e018..05c97279c 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputType_10x11x2x5_i4_perm0/input-0.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputType_10x11x2x5_i4_perm0/input-0.json
@@ -4,890 +4,890 @@
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diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongInputType_1_i4_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongInputType_1_i4_perm0/input-0.json
index d2e9cbcd2..0af639364 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongInputType_1_i4_perm0/input-0.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongInputType_1_i4_perm0/input-0.json
@@ -1,6 +1,6 @@
 {
   "type": "int32",
   "data": [
-    2
+    3
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_14_b_perm0/desc.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/desc.json
index 2b74f86d0..2b74f86d0 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_14_b_perm0/desc.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/desc.json
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/input-0.json
new file mode 100644
index 000000000..c1c19c1ad
--- /dev/null
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/input-0.json
@@ -0,0 +1,175 @@
+{
+  "type": "bool",
+  "data": [
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+      true,
+      false,
+      false,
+      true
+    ],
+    [
+      false,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      false,
+      false,
+      false
+    ],
+    [
+      false,
+      true,
+      false,
+      true,
+      true,
+      true,
+      true,
+      false,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      true
+    ],
+    [
+      false,
+      true,
+      true,
+      false,
+      true,
+      false,
+      true,
+      true,
+      true,
+      true,
+      false,
+      false,
+      false,
+      false,
+      false
+    ],
+    [
+      true,
+      true,
+      true,
+      false,
+      false,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      true,
+      false,
+      true,
+      true
+    ],
+    [
+      false,
+      false,
+      true,
+      false,
+      true,
+      true,
+      false,
+      false,
+      false,
+      true,
+      false,
+      false,
+      false,
+      false,
+      false
+    ],
+    [
+      false,
+      false,
+      true,
+      false,
+      true,
+      false,
+      true,
+      false,
+      true,
+      false,
+      false,
+      true,
+      true,
+      false,
+      false
+    ],
+    [
+      true,
+      false,
+      true,
+      false,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      false,
+      true,
+      false,
+      true
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_14_b_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/test.json
index e06c1b3af..617e1d8ac 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_14_b_perm0/test.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_10x15_b_perm0/test.json
@@ -17,6 +17,7 @@
               attribute_type: "TileAttribute",
               attribute: {
                 multiples: [
+                  1,
                   3
                 ]
               },
@@ -24,8 +25,7 @@
                 "input-0"
               ],
               outputs: [
-                "result-0",
-                "eiDummyOutput"
+
               ]
             }
           ],
@@ -33,14 +33,16 @@
             {
               name: "input-0",
               shape: [
-                14
+                10,
+                15
               ],
               type: "BOOL"
             },
             {
               name: "result-0",
               shape: [
-                42
+                10,
+                45
               ],
               type: "BOOL"
             }
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/input-0.json
index 12cc6eaa6..9d4e5b72a 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/input-0.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/input-0.json
@@ -1,6 +1,6 @@
 {
   "type": "float32",
   "data": [
-    0.9363832473754883
+    0.8511888384819031
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/test.json
index c7965e2f0..73c7360f9 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/test.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_1_f32_perm0/test.json
@@ -24,8 +24,7 @@
                 "input-0"
               ],
               outputs: [
-                "result-0",
-                "eiDummyOutput"
+
               ]
             }
           ],
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/input-0.json
index 2f2e95762..f49cafaf5 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/input-0.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/input-0.json
@@ -2,14 +2,14 @@
   "type": "bool",
   "data": [
     false,
-    false,
     true,
-    false,
     true,
     true,
-    false,
+    true,
+    true,
+    true,
     false,
     true,
-    true
+    false
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/test.json
index 0196c50ad..5214f9244 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/test.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_10_b_perm0/test.json
@@ -41,7 +41,7 @@
               shape: [
                 20
               ],
-              type: "INT32"
+              type: "FP16"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/input-0.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/input-0.json
index cfaac3772..623c495ef 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/input-0.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/input-0.json
@@ -3,46 +3,46 @@
   "data": [
     [
       [
-        0.20131318271160126,
-        0.6208752989768982,
-        0.5561865568161011,
-        0.22585149109363556
+        0.34591737389564514,
+        0.7271236777305603,
+        0.5409436225891113,
+        0.5293062329292297
       ],
       [
-        0.6703648567199707,
-        0.09700720757246017,
-        0.019369065761566162,
-        0.08241479098796844
+        0.1952458918094635,
+        0.6903623342514038,
+        0.3920339047908783,
+        0.18275333940982819
       ],
       [
-        0.3648682236671448,
-        0.9750163555145264,
-        0.5472469925880432,
-        0.7547261118888855
+        0.943784773349762,
+        0.5067987442016602,
+        0.5280366539955139,
+        0.9813719391822815
       ],
       [
-        0.32149574160575867,
-        0.7193390727043152,
-        0.966181218624115,
-        0.35776087641716003
+        0.3664061427116394,
+        0.9430207014083862,
+        0.6949253678321838,
+        0.6330956220626831
       ],
       [
-        0.9990594387054443,
-        0.6384099721908569,
-        0.748591423034668,
-        0.2521672248840332
+        0.23441830277442932,
+        0.05175567418336868,
+        0.4377838373184204,
+        0.010170961730182171
       ],
       [
-        0.6430907845497131,
-        0.511006236076355,
-        0.9564026594161987,
-        0.9046750664710999
+        0.07100251317024231,
+        0.5953267812728882,
+        0.7244718074798584,
+        0.16794833540916443
       ],
       [
-        0.3966726064682007,
-        0.9468697309494019,
-        0.8848125338554382,
-        0.5903838276863098
+        0.732500433921814,
+        0.9497258067131042,
+        0.7431761026382446,
+        0.7847152352333069
       ]
     ]
   ]
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/test.json b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/test.json
index a39fb8ef2..d705014e7 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/test.json
+++ b/operators/data_layout/tile/tile_ERRORIF_WrongOutputType_1x7x4_f32_perm0/test.json
@@ -47,7 +47,7 @@
                 7,
                 4
               ],
-              type: "FP16"
+              type: "INT8"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_bf16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_bf16_perm0/input-0.json
index 3f3ed4e26..0ecfe27f4 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_bf16_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_bf16_perm0/input-0.json
@@ -1,15 +1,15 @@
 {
   "type": "float32",
   "data": [
-    0.6484375,
-    0.9375,
-    0.1484375,
-    0.5078125,
-    0.40234375,
-    0.47265625,
-    0.119140625,
-    0.1337890625,
-    0.27734375,
-    0.3046875
+    0.58203125,
+    0.5546875,
+    0.9296875,
+    0.80078125,
+    0.244140625,
+    0.75390625,
+    0.375,
+    0.37890625,
+    0.91015625,
+    0.080078125
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10x7_b_perm0/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/desc.json
index 8ae08b6a3..8ae08b6a3 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10x7_b_perm0/desc.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/desc.json
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/input-0.json
new file mode 100644
index 000000000..cdef1f6c2
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/input-0.json
@@ -0,0 +1,15 @@
+{
+  "type": "int32",
+  "data": [
+    15005,
+    26488,
+    -8271,
+    19021,
+    -11862,
+    29260,
+    -2523,
+    26785,
+    -27898,
+    -7263
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/test.json
new file mode 100644
index 000000000..35a4e2155
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10_i16_perm0/test.json
@@ -0,0 +1,57 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TRANSPOSE",
+              attribute_type: "TransposeAttribute",
+              attribute: {
+                perms: [
+                  2
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                10
+              ],
+              type: "INT16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                10
+              ],
+              type: "INT16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/desc.json
index 76b3fb028..76b3fb028 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/desc.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/desc.json
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/input-0.json
new file mode 100644
index 000000000..52910e6db
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/input-0.json
@@ -0,0 +1,213 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      13075,
+      30206,
+      -6182,
+      -1645,
+      -23084,
+      18290,
+      9244,
+      4775,
+      -8170,
+      28218,
+      29435,
+      -27642,
+      -28249,
+      -22623
+    ],
+    [
+      -2875,
+      -24415,
+      3624,
+      -320,
+      6510,
+      -20020,
+      7905,
+      -8732,
+      19844,
+      -4623,
+      -19887,
+      -28275,
+      -1209,
+      -5981
+    ],
+    [
+      -25451,
+      -25212,
+      -4209,
+      9067,
+      -8555,
+      -6974,
+      3615,
+      -15293,
+      12604,
+      -26405,
+      5934,
+      -19282,
+      -837,
+      7685
+    ],
+    [
+      707,
+      19355,
+      -11242,
+      18645,
+      -22372,
+      -19335,
+      6558,
+      -6539,
+      -22204,
+      9477,
+      -28751,
+      21098,
+      -3328,
+      -17332
+    ],
+    [
+      -24550,
+      30648,
+      9393,
+      -21689,
+      -5521,
+      -28941,
+      27434,
+      -11884,
+      -26520,
+      -5932,
+      20514,
+      20793,
+      -11091,
+      20840
+    ],
+    [
+      15181,
+      -25251,
+      15274,
+      -27840,
+      9446,
+      18586,
+      -5338,
+      30413,
+      -21791,
+      4067,
+      3540,
+      -16767,
+      355,
+      -3390
+    ],
+    [
+      21427,
+      6775,
+      -26184,
+      -17837,
+      32026,
+      16093,
+      -12217,
+      -30706,
+      23051,
+      -18128,
+      11820,
+      -30355,
+      -25644,
+      19844
+    ],
+    [
+      -27042,
+      -28526,
+      -25576,
+      -21521,
+      5839,
+      1136,
+      6333,
+      24467,
+      18768,
+      -9288,
+      -26854,
+      17397,
+      -31981,
+      267
+    ],
+    [
+      6059,
+      29921,
+      17270,
+      15168,
+      7058,
+      18802,
+      -3182,
+      -2320,
+      12020,
+      7164,
+      26297,
+      18061,
+      -1825,
+      -27365
+    ],
+    [
+      11159,
+      -4533,
+      -27391,
+      -13411,
+      -1946,
+      12420,
+      19859,
+      23429,
+      -12346,
+      9013,
+      9471,
+      -30066,
+      14508,
+      -2251
+    ],
+    [
+      22796,
+      11638,
+      -10340,
+      -3891,
+      -11004,
+      24123,
+      22150,
+      16936,
+      -20281,
+      -30599,
+      -22551,
+      -14702,
+      15824,
+      -11671
+    ],
+    [
+      -26020,
+      8861,
+      14499,
+      -2742,
+      19356,
+      -89,
+      25517,
+      13936,
+      3463,
+      12278,
+      13111,
+      18647,
+      -30176,
+      27037
+    ],
+    [
+      21163,
+      28290,
+      28399,
+      -30158,
+      -3096,
+      12317,
+      -31045,
+      -242,
+      22028,
+      12492,
+      -17303,
+      18860,
+      -28044,
+      19884
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/test.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/test.json
index 580477a5b..5dd25a166 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/test.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm0/test.json
@@ -42,7 +42,7 @@
               name: "result-0",
               shape: [
                 13,
-                13
+                14
               ],
               type: "INT16"
             }
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/input-0.json
deleted file mode 100644
index a4da8cfa3..000000000
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_13x14_i16_perm1/input-0.json
+++ /dev/null
@@ -1,213 +0,0 @@
-{
-  "type": "int32",
-  "data": [
-    [
-      1759,
-      29541,
-      -991,
-      -22508,
-      27648,
-      -12524,
-      17307,
-      18530,
-      27835,
-      9185,
-      771,
-      -7546,
-      -3496,
-      18372
-    ],
-    [
-      4331,
-      -29550,
-      -8380,
-      27139,
-      -18953,
-      -1821,
-      22063,
-      -13739,
-      11831,
-      18684,
-      -11426,
-      25933,
-      -3521,
-      -13367
-    ],
-    [
-      -17994,
-      -15292,
-      4118,
-      -18002,
-      -9283,
-      13816,
-      24613,
-      11724,
-      1858,
-      12855,
-      -5785,
-      -15017,
-      16359,
-      -23919
-    ],
-    [
-      26548,
-      -4681,
-      20802,
-      -26292,
-      -334,
-      -5116,
-      -9409,
-      783,
-      10625,
-      28964,
-      20766,
-      -17594,
-      31368,
-      -109
-    ],
-    [
-      -2802,
-      -32044,
-      11025,
-      25351,
-      -13560,
-      24073,
-      -27037,
-      30595,
-      -16184,
-      -1227,
-      -31819,
-      26102,
-      617,
-      30847
-    ],
-    [
-      -8313,
-      -28847,
-      11683,
-      -22080,
-      7557,
-      -30481,
-      -21767,
-      9034,
-      11391,
-      -22782,
-      -20487,
-      23497,
-      -32378,
-      -17692
-    ],
-    [
-      30814,
-      3115,
-      -31000,
-      25726,
-      -10372,
-      14106,
-      9011,
-      -8715,
-      -8496,
-      3288,
-      -7786,
-      -21365,
-      14596,
-      11422
-    ],
-    [
-      6694,
-      15835,
-      1204,
-      28071,
-      25317,
-      31531,
-      -25683,
-      -26086,
-      -1982,
-      12618,
-      -17101,
-      -25221,
-      -30356,
-      3588
-    ],
-    [
-      31393,
-      -2320,
-      15337,
-      -29376,
-      -18601,
-      11819,
-      -6395,
-      -31034,
-      -17956,
-      19212,
-      12114,
-      20277,
-      -9802,
-      28106
-    ],
-    [
-      27516,
-      -8683,
-      -19166,
-      30264,
-      -9842,
-      -254,
-      28299,
-      -15136,
-      25210,
-      -22232,
-      -13555,
-      -7317,
-      -1110,
-      -16831
-    ],
-    [
-      25146,
-      10795,
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/input-0.json
index a07d767cd..f6dcfc60f 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/input-0.json
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/test.json
index 4c903bff1..70c3333ca 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/test.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_IndexUsedTwice_15x3_f16_perm0/test.json
@@ -41,7 +41,7 @@
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new file mode 100644
index 000000000..41275b4d0
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_10x11x13_b_perm0/desc.json
@@ -0,0 +1,22 @@
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+  "ofm_file": [
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+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-bi",
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
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new file mode 100644
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--- /dev/null
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+        true,
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+      ],
+      [
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+        true,
+        true,
+        true,
+        true,
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+        true,
+        true,
+        false,
+        true
+      ],
+      [
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+        false,
+        false,
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+        true,
+        false
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/test.json b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_10x11x13_b_perm0/test.json
index f34c87d59..1f3978035 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/test.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_10x11x13_b_perm0/test.json
@@ -17,7 +17,6 @@
               attribute_type: "TransposeAttribute",
               attribute: {
                 perms: [
-                  3,
                   1,
                   0,
                   2
@@ -35,22 +34,23 @@
             {
               name: "input-0",
               shape: [
-                6,
-                13,
-                5,
-                15
+                10,
+                11,
+                13
               ],
-              type: "FP16"
+              type: "BOOL"
             },
             {
               name: "result-0",
               shape: [
-                15,
+                11,
+                10,
                 13,
-                6,
-                5
+                1,
+                1,
+                1
               ],
-              type: "INT32"
+              type: "BOOL"
             }
           ],
           inputs: [
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/desc.json
new file mode 100644
index 000000000..584857b19
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input Rank does not match output rank",
+  "profile": [
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/input-0.json
new file mode 100644
index 000000000..0fd5a0891
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/input-0.json
@@ -0,0 +1,101 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      0.04052734375,
+      0.349609375,
+      0.56640625,
+      0.6328125,
+      0.5703125,
+      0.69921875
+    ],
+    [
+      0.06689453125,
+      0.5625,
+      0.1357421875,
+      0.427734375,
+      0.1640625,
+      0.66015625
+    ],
+    [
+      0.291015625,
+      0.3203125,
+      0.59375,
+      0.87109375,
+      0.5703125,
+      0.06884765625
+    ],
+    [
+      0.86328125,
+      0.111328125,
+      0.93359375,
+      0.0869140625,
+      0.98046875,
+      0.5390625
+    ],
+    [
+      0.07080078125,
+      0.310546875,
+      0.057861328125,
+      0.79296875,
+      0.033203125,
+      0.609375
+    ],
+    [
+      0.162109375,
+      0.224609375,
+      0.07275390625,
+      0.6875,
+      0.1923828125,
+      0.74609375
+    ],
+    [
+      0.33984375,
+      0.373046875,
+      0.1416015625,
+      0.259765625,
+      0.0155029296875,
+      0.3125
+    ],
+    [
+      0.185546875,
+      0.84375,
+      0.458984375,
+      0.1923828125,
+      0.29296875,
+      0.419921875
+    ],
+    [
+      0.8203125,
+      0.33203125,
+      0.123046875,
+      0.359375,
+      0.97265625,
+      0.90234375
+    ],
+    [
+      0.0927734375,
+      0.921875,
+      0.95703125,
+      0.61328125,
+      0.53515625,
+      0.85546875
+    ],
+    [
+      0.66015625,
+      0.259765625,
+      0.80859375,
+      0.0625,
+      0.95703125,
+      0.96484375
+    ],
+    [
+      0.71484375,
+      0.126953125,
+      0.62890625,
+      0.69140625,
+      0.96875,
+      0.78515625
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/test.json
new file mode 100644
index 000000000..02b87150c
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_RankMismatch_12x6_bf16_perm0/test.json
@@ -0,0 +1,61 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TRANSPOSE",
+              attribute_type: "TransposeAttribute",
+              attribute: {
+                perms: [
+                  1,
+                  0
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                12,
+                6
+              ],
+              type: "BF16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                6,
+                12,
+                1
+              ],
+              type: "BF16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/desc.json
new file mode 100644
index 000000000..1d8d88d8f
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/desc.json
@@ -0,0 +1,22 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input tensor size does not match output tensor size",
+  "profile": [
+    "tosa-bi",
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_14_b_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/input-0.json
index a02349325..8f31f9fbf 100644
--- a/operators/data_layout/tile/tile_ERRORIF_WrongOutputList_14_b_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/input-0.json
@@ -1,19 +1,15 @@
 {
   "type": "bool",
   "data": [
+    true,
     false,
     false,
+    true,
+    true,
     false,
+    true,
     false,
     false,
-    false,
-    false,
-    false,
-    false,
-    false,
-    false,
-    true,
-    true,
-    true
+    false
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10x7_b_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/test.json
index b79676246..a71f78f5f 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_IndexOutsideBounds_10x7_b_perm0/test.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10_b_perm0/test.json
@@ -17,8 +17,7 @@
               attribute_type: "TransposeAttribute",
               attribute: {
                 perms: [
-                  -1,
-                  -2
+                  0
                 ]
               },
               inputs: [
@@ -33,16 +32,14 @@
             {
               name: "input-0",
               shape: [
-                10,
-                7
+                10
               ],
               type: "BOOL"
             },
             {
               name: "result-0",
               shape: [
-                10,
-                10
+                14
               ],
               type: "BOOL"
             }
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/desc.json
new file mode 100644
index 000000000..8a2d82494
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test.json",
+  "ifm_name": [
+    "input-0"
+  ],
+  "ifm_file": [
+    "input-0.npy"
+  ],
+  "ofm_name": [
+    "result-0"
+  ],
+  "ofm_file": [
+    "result-0.npy"
+  ],
+  "expected_return_code": 2,
+  "expected_failure": true,
+  "expected_failure_desc": "Input tensor size does not match output tensor size",
+  "profile": [
+    "tosa-mi"
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/input-0.json
new file mode 100644
index 000000000..a89ccf7b9
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/input-0.json
@@ -0,0 +1,155 @@
+{
+  "type": "float16",
+  "data": [
+    [
+      0.11553955078125,
+      0.36181640625,
+      0.84814453125,
+      0.70068359375,
+      0.10498046875,
+      0.42236328125,
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/test.json
new file mode 100644
index 000000000..785846782
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_TensorSizeInputOutputMismatch_10x13_f16_perm0/test.json
@@ -0,0 +1,60 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TRANSPOSE",
+              attribute_type: "TransposeAttribute",
+              attribute: {
+                perms: [
+                  1,
+                  0
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                10,
+                13
+              ],
+              type: "FP16"
+            },
+            {
+              name: "result-0",
+              shape: [
+                19,
+                11
+              ],
+              type: "FP16"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x2x10_f32_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x2x10_f32_perm0/input-0.json
index 74fed0d37..be9339ca1 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x2x10_f32_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x2x10_f32_perm0/input-0.json
@@ -3,262 +3,262 @@
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/input-0.json
index 8e4ca0666..ad356301b 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/input-0.json
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@@ -2489,43 +2489,43 @@
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@@ -2533,145 +2533,145 @@
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/test.json
index 7c212948e..abe1eaf96 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/test.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputList_10x5x4x12_b_perm0/test.json
@@ -24,8 +24,7 @@
                 ]
               },
               inputs: [
-                "input-0",
-                "eiDummyInput"
+
               ],
               outputs: [
                 "result-0"
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_10x9x15_i48_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_10x9x15_i48_perm0/input-0.json
index 05b1d10dd..13571879a 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_10x9x15_i48_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_10x9x15_i48_perm0/input-0.json
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_11x15_i48_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_11x15_i48_perm0/input-0.json
index 8a29fe07e..49a96de7a 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_11x15_i48_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongInputType_11x15_i48_perm0/input-0.json
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_10x2x11x14_f16_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_10x2x11x14_f16_perm0/input-0.json
index 62de0115e..a4abad572 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_10x2x11x14_f16_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_10x2x11x14_f16_perm0/input-0.json
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diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/input-0.json
index ff03f4ad6..93fad1bc6 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/input-0.json
@@ -2,81 +2,81 @@
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+      1581795809
     ],
     [
-      -1394101643,
-      222098638,
-      -250661613,
-      535332768,
-      111231135
+      1717647924,
+      -1384286333,
+      -2108105123,
+      1679022651,
+      -39697022
     ],
     [
-      1293594613,
-      -1052263043,
-      782547593,
-      1461728927,
-      -458359598
+      151311920,
+      -628904569,
+      -1216521779,
+      923752957,
+      2030427501
     ],
     [
-      782039166,
-      -1480539478,
-      205885597,
-      -1234113184,
-      257189070
+      -1541731787,
+      993300783,
+      -1799449487,
+      -2037607527,
+      -1021698542
     ],
     [
-      491951731,
-      -1728515928,
-      -1388878549,
-      2046939718,
-      -475541852
+      318221193,
+      1017011391,
+      -1967944366,
+      1286299247,
+      -1137047416
     ],
     [
-      289286412,
-      -1349778040,
-      757574129,
-      -339682856,
-      -1555545576
+      -883770336,
+      2109490066,
+      137893349,
+      -473084877,
+      -421819901
     ],
     [
-      1220071995,
-      1138015431,
-      -1749530466,
-      32044774,
-      -1628400887
+      -1957478348,
+      -1597133503,
+      -2085546753,
+      1907091035,
+      1835209065
     ]
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/test.json
index 9ea560603..d8b2d7a59 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/test.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputList_11x5_i32_perm0/test.json
@@ -25,7 +25,8 @@
                 "input-0"
               ],
               outputs: [
-
+                "result-0",
+                "eiDummyOutput"
               ]
             }
           ],
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_10x2_b_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_10x2_b_perm0/input-0.json
index bde3449a8..fd462bfa4 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_10x2_b_perm0/input-0.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_10x2_b_perm0/input-0.json
@@ -3,23 +3,23 @@
   "data": [
     [
       false,
-      true
+      false
     ],
     [
       false,
       false
     ],
     [
-      true,
-      true
+      false,
+      false
     ],
     [
       false,
       true
     ],
     [
-      false,
-      false
+      true,
+      true
     ],
     [
       true,
@@ -27,18 +27,18 @@
     ],
     [
       false,
-      true
+      false
     ],
     [
-      false,
+      true,
       true
     ],
     [
-      true,
+      false,
       false
     ],
     [
-      false,
+      true,
       true
     ]
   ]
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/desc.json
index d57e8394e..d57e8394e 100644
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/desc.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/desc.json
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/input-0.json
new file mode 100644
index 000000000..08e1d69a9
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/input-0.json
@@ -0,0 +1,200 @@
+{
+  "type": "float32",
+  "data": [
+    [
+      0.318299800157547,
+      0.8151279091835022,
+      0.8036141991615295,
+      0.8699812889099121,
+      0.8647582530975342,
+      0.9744617938995361,
+      0.43772003054618835,
+      0.4006664454936981,
+      0.22384272515773773,
+      0.05175192654132843,
+      0.3767252266407013,
+      0.3232758343219757,
+      0.6343486905097961
+    ],
+    [
+      0.7792574167251587,
+      0.07718144357204437,
+      0.9422444701194763,
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+      0.9302288889884949,
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+      0.6231540441513062,
+      0.0957116112112999,
+      0.33214879035949707,
+      0.7482778429985046,
+      0.5928958058357239
+    ],
+    [
+      0.7703043222427368,
+      0.7954539060592651,
+      0.37797263264656067,
+      0.8431012630462646,
+      0.8057175874710083,
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+      0.17483997344970703,
+      0.5024381875991821,
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+      0.11980803310871124,
+      0.9911207556724548,
+      0.8077963590621948,
+      0.6130255460739136
+    ],
+    [
+      0.9559252262115479,
+      0.4504295587539673,
+      0.9925577044487,
+      0.09650106728076935,
+      0.3331644833087921,
+      0.37955382466316223,
+      0.5057265162467957,
+      0.3556809425354004,
+      0.8474783897399902,
+      0.1458871215581894,
+      0.6532195806503296,
+      0.6519355773925781,
+      0.5353611707687378
+    ],
+    [
+      0.5861102938652039,
+      0.7828772068023682,
+      0.9851035475730896,
+      0.9125820398330688,
+      0.09469567984342575,
+      0.4199441969394684,
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+      0.33678770065307617,
+      0.1487143486738205,
+      0.7110859155654907,
+      0.6881423592567444
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+    [
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+      0.9859894514083862,
+      0.7277201414108276,
+      0.5681948661804199,
+      0.25982800126075745
+    ],
+    [
+      0.38196656107902527,
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+    [
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+      0.595859169960022,
+      0.3026922941207886,
+      0.9805446267127991,
+      0.24137642979621887
+    ],
+    [
+      0.36373743414878845,
+      0.9073938727378845,
+      0.4416697919368744,
+      0.2179737091064453,
+      0.8558694124221802,
+      0.947299599647522,
+      0.5622574687004089,
+      0.5516756176948547,
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+      0.4106909930706024,
+      0.5851959586143494,
+      0.5464262962341309,
+      0.003723198315128684
+    ],
+    [
+      0.9409752488136292,
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+      0.0053259143605828285,
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+      0.9412901401519775,
+      0.09884420782327652,
+      0.49517369270324707,
+      0.8610323071479797,
+      0.6683085560798645
+    ],
+    [
+      0.8537843227386475,
+      0.5738958120346069,
+      0.3987107574939728,
+      0.8545469045639038,
+      0.1770259588956833,
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+      0.09566463530063629,
+      0.1269163191318512,
+      0.4907285273075104,
+      0.3865274488925934
+    ],
+    [
+      0.26555290818214417,
+      0.4224949777126312,
+      0.1505640596151352,
+      0.4122130572795868,
+      0.38369494676589966,
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+      0.6485687494277954,
+      0.1528654396533966,
+      0.7097961902618408,
+      0.19194361567497253,
+      0.0780285969376564,
+      0.506584882736206,
+      0.6419453620910645
+    ],
+    [
+      0.18019261956214905,
+      0.8984542489051819,
+      0.8309804201126099,
+      0.2414495050907135,
+      0.8184368014335632,
+      0.5756862163543701,
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+      0.26000866293907166,
+      0.024217596277594566,
+      0.1581517904996872,
+      0.24748210608959198,
+      0.9691848158836365,
+      0.662669837474823
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/test.json
new file mode 100644
index 000000000..d613ff737
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_13x13_f32_perm0/test.json
@@ -0,0 +1,60 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TRANSPOSE",
+              attribute_type: "TransposeAttribute",
+              attribute: {
+                perms: [
+                  1,
+                  0
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                13,
+                13
+              ],
+              type: "FP32"
+            },
+            {
+              name: "result-0",
+              shape: [
+                13,
+                13
+              ],
+              type: "INT48"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/input-0.json
deleted file mode 100644
index fdef7f5f1..000000000
--- a/operators/data_layout/transpose/transpose_ERRORIF_WrongOutputType_6x13x5x15_f16_perm5/input-0.json
+++ /dev/null
@@ -1,6803 +0,0 @@
-{
-  "type": "float16",
-  "data": [
-    [
-      [
-        [
-          0.92578125,
-          0.00988006591796875,
-          0.332763671875,
-          0.05194091796875,
-          0.42138671875,
-          0.52587890625,
-          0.62744140625,
-          0.96142578125,
-          0.861328125,
-          0.875,
-          0.646484375,
-          0.91259765625,
-          0.04974365234375,
-          0.356201171875,
-          0.97314453125
-        ],
-        [
-          0.24755859375,
-          0.64697265625,
-          0.7373046875,
-          0.69140625,
-          0.06439208984375,
-          0.057373046875,
-          0.365234375,
-          0.160888671875,
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-          0.289794921875,
-          0.9375,
-          0.87353515625,
-          0.9609375,
-          0.4091796875,
-          0.59033203125
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-          0.83642578125,
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-          0.328125,
-          0.7099609375,
-          0.828125,
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diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/desc.json
index 9cc423107..9cc423107 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongRank_12x1x12x1x4_f16_perm3/desc.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/desc.json
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/input-0.json
new file mode 100644
index 000000000..f8f4e76ce
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/input-0.json
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+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/test.json
new file mode 100644
index 000000000..8badea0e3
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_13x1x7x10x1x7x1x13_i8_perm0/test.json
@@ -0,0 +1,78 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TRANSPOSE",
+              attribute_type: "TransposeAttribute",
+              attribute: {
+                perms: [
+                  2,
+                  3,
+                  4,
+                  1,
+                  6,
+                  0,
+                  5,
+                  7
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                13,
+                1,
+                7,
+                10,
+                1,
+                7,
+                1,
+                13
+              ],
+              type: "INT8"
+            },
+            {
+              name: "result-0",
+              shape: [
+                7,
+                10,
+                1,
+                1,
+                1,
+                13,
+                7,
+                13
+              ],
+              type: "INT8"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}
diff --git a/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/desc.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/desc.json
index 9cc423107..c9d3d68c3 100644
--- a/operators/data_layout/slice/slice_ERRORIF_WrongRank_1x2x7x10x7_i8_perm5/desc.json
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/desc.json
@@ -16,7 +16,6 @@
   "expected_failure": true,
   "expected_failure_desc": "Rank not supported for this operator",
   "profile": [
-    "tosa-bi",
     "tosa-mi"
   ]
 }
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/input-0.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/input-0.json
new file mode 100644
index 000000000..2927b5764
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/input-0.json
@@ -0,0 +1,213627 @@
+{
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+  ]
+}
\ No newline at end of file
diff --git a/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/test.json b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/test.json
new file mode 100644
index 000000000..341208aa9
--- /dev/null
+++ b/operators/data_layout/transpose/transpose_ERRORIF_WrongRank_1x11x7x9x9x8x2_f32_perm0/test.json
@@ -0,0 +1,75 @@
+{
+  version: {
+    _major: 0,
+    _minor: 51,
+    _patch: 0,
+    _draft: true
+  },
+  regions: [
+    {
+      name: "main",
+      blocks: [
+        {
+          name: "main",
+          operators: [
+            {
+              op: "TRANSPOSE",
+              attribute_type: "TransposeAttribute",
+              attribute: {
+                perms: [
+                  5,
+                  1,
+                  6,
+                  0,
+                  3,
+                  4,
+                  2
+                ]
+              },
+              inputs: [
+                "input-0"
+              ],
+              outputs: [
+                "result-0"
+              ]
+            }
+          ],
+          tensors: [
+            {
+              name: "input-0",
+              shape: [
+                1,
+                11,
+                7,
+                9,
+                9,
+                8,
+                2
+              ],
+              type: "FP32"
+            },
+            {
+              name: "result-0",
+              shape: [
+                8,
+                11,
+                2,
+                1,
+                9,
+                9,
+                7
+              ],
+              type: "FP32"
+            }
+          ],
+          inputs: [
+            "input-0"
+          ],
+          outputs: [
+            "result-0"
+          ]
+        }
+      ]
+    }
+  ]
+}