From e2ac2482baa202af7fe759a6b58d9bdd75168b6a Mon Sep 17 00:00:00 2001
From: Jeremy Johnson <jeremy.johnson@arm.com>
Date: Fri, 17 Jun 2022 13:06:00 +0100
Subject: Updating framework tests for v0.30.0 release

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I216edc7080a64aa481deb192253295a006fa4373
---
 .../add_1_qi16/Conformance-TosaOutput_0.json       |     6 +
 frameworks/tflite/operators/add_1_qi16/desc.json   |    21 +
 .../tflite/operators/add_1_qi16/model-tflite.json  |   272 +
 .../tflite/operators/add_1_qi16/placeholder_0.json |     6 +
 .../tflite/operators/add_1_qi16/placeholder_1.json |     6 +
 .../operators/add_1_qi16/test_add_1_qi16.json      |   164 +
 .../Conformance-TosaOutput_0.json                  | 10311 +++++
 .../tflite/operators/add_1x32x32x8_qi8/desc.json   |    21 +
 .../operators/add_1x32x32x8_qi8/model-tflite.json  |   263 +
 .../operators/add_1x32x32x8_qi8/placeholder_0.json |  3143 ++
 .../operators/add_1x32x32x8_qi8/placeholder_1.json | 10311 +++++
 .../add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json  |   182 +
 .../Conformance-TosaOutput_0.json                  |  5191 +++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   312 +
 .../placeholder_0.json                             | 10311 +++++
 ..._pool2d_1x32x32x8_qu8_st12_padVALID_kern12.json |   221 +
 .../Conformance-TosaOutput_0.json                  |   111 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   237 +
 .../placeholder_0.json                             |   111 +
 ...avg_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json |    77 +
 .../Conformance-TosaOutput_0.json                  |   347 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   249 +
 .../placeholder_0.json                             |   687 +
 ...g_pool2d_1x4x8x19_qi16_st21_padSAME_kern22.json |    77 +
 .../Conformance-TosaOutput_0.json                  |   191 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   237 +
 .../placeholder_0.json                             |   560 +
 ...avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json |    77 +
 .../Conformance-TosaOutput_0.json                  |   319 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   312 +
 .../placeholder_0.json                             |   631 +
 ...g_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json |   221 +
 .../Conformance-TosaOutput_0.json                  |  2787 ++
 .../desc.json                                      |    21 +
 .../model-tflite.json                              |   238 +
 .../placeholder_0.json                             |  1396 +
 .../placeholder_1.json                             |  1396 +
 .../test_concat_13x21x3_i32_axis_0.json            |    74 +
 .../Conformance-TosaOutput_0.json                  |   565 +
 .../desc.json                                      |    21 +
 .../model-tflite.json                              |   235 +
 .../placeholder_0.json                             |   299 +
 .../placeholder_1.json                             |   299 +
 .../test_concat_14x19_i32_axis_1.json              |    71 +
 .../Conformance-TosaOutput_0.json                  | 20551 ++++++++++
 .../desc.json                                      |    21 +
 .../model-tflite.json                              |   241 +
 .../placeholder_0.json                             | 10311 +++++
 .../placeholder_1.json                             | 10311 +++++
 .../test_concat_1x32x32x8_i32_axis_2.json          |    77 +
 .../Conformance-TosaOutput_0.json                  |   133 +
 .../concatenation_concat_64_i32_axis_m1/desc.json  |    21 +
 .../model-tflite.json                              |   232 +
 .../placeholder_0.json                             |    69 +
 .../placeholder_1.json                             |    69 +
 .../test_concat_64_i32_axis_m1.json                |    68 +
 .../Conformance-TosaOutput_0.json                  |  5491 +++
 .../desc.json                                      |    25 +
 .../model-tflite.json                              |   284 +
 .../placeholder_0.json                             |  1396 +
 .../placeholder_1.json                             |  1396 +
 .../placeholder_2.json                             |  1396 +
 .../placeholder_3.json                             |  1396 +
 .../test_concatv2_13x21x3_i32_axis_1.json          |   102 +
 .../Conformance-TosaOutput_0.json                  | 41031 ++++++++++++++++++
 .../desc.json                                      |    25 +
 .../model-tflite.json                              |   289 +
 .../placeholder_0.json                             | 10311 +++++
 .../placeholder_1.json                             | 10311 +++++
 .../placeholder_2.json                             | 10311 +++++
 .../placeholder_3.json                             | 10311 +++++
 .../test_concatv2_1x32x32x8_i32_axis_m2.json       |   107 +
 .../Conformance-TosaOutput_0.json                  |  2219 +
 .../desc.json                                      |    25 +
 .../model-tflite.json                              |   289 +
 .../placeholder_0.json                             |   560 +
 .../placeholder_1.json                             |   560 +
 .../placeholder_2.json                             |   560 +
 .../placeholder_3.json                             |   560 +
 .../test_concatv2_1x7x7x9_i32_axis_m3.json         |   107 +
 .../Conformance-TosaOutput_0.json                  |   261 +
 .../concatenation_concatv2_64_i32_axis_0/desc.json |    25 +
 .../model-tflite.json                              |   274 +
 .../placeholder_0.json                             |    69 +
 .../placeholder_1.json                             |    69 +
 .../placeholder_2.json                             |    69 +
 .../placeholder_3.json                             |    69 +
 .../test_concatv2_64_i32_axis_0.json               |    92 +
 .../Conformance-TosaOutput_0.json                  |  1295 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |  1385 +
 .../placeholder_0.json                             |   687 +
 ...v2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21.json |  1254 +
 .../Conformance-TosaOutput_0.json                  |   317 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |  1886 +
 .../placeholder_0.json                             |   560 +
 ...nv2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11.json |  1726 +
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |  3687 ++
 .../placeholder_0.json                             | 10311 +++++
 ...v2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22.json |  3594 ++
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   540 +
 .../placeholder_0.json                             | 10311 +++++
 ...as_1x1_1x32x32x8_qi8_st11_padVALID_dilat12.json |   378 +
 .../Conformance-TosaOutput_0.json                  |   335 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |  4553 ++
 .../placeholder_0.json                             |   560 +
 ..._bias_5x5_1x7x7x9_qu8_st22_padSAME_dilat12.json |  4462 ++
 .../Conformance-TosaOutput_0.json                  |  1175 +
 .../conv_2d_relu6_3x3_1x8x4x17_qi8/desc.json       |    19 +
 .../model-tflite.json                              |  5758 +++
 .../placeholder_0.json                             |   631 +
 .../test_conv2d_relu6_3x3_1x8x4x17_qi8.json        |  5595 +++
 .../Conformance-TosaOutput_0.json                  |  1295 +
 .../conv_2d_relu6_5x5_1x4x8x19_qu8/desc.json       |    19 +
 .../model-tflite.json                              | 18713 +++++++++
 .../placeholder_0.json                             |   687 +
 .../test_conv2d_relu6_5x5_1x4x8x19_qu8.json        | 18611 +++++++++
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../conv_2d_relu_1x1_1x32x32x8_qi8/desc.json       |    19 +
 .../model-tflite.json                              |   540 +
 .../placeholder_0.json                             | 10311 +++++
 .../test_conv2d_relu_1x1_1x32x32x8_qi8.json        |   407 +
 .../Conformance-TosaOutput_0.json                  |  1295 +
 .../conv_2d_relu_3x3_1x4x8x19_qu8/desc.json        |    19 +
 .../model-tflite.json                              |  7161 ++++
 .../placeholder_0.json                             |   687 +
 .../test_conv2d_relu_3x3_1x4x8x19_qu8.json         |  7059 ++++
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |  1639 +
 .../placeholder_0.json                             | 10311 +++++
 ...test_conv2d_relu_n1_to_1_3x3_1x32x32x8_qu8.json |  1575 +
 .../Conformance-TosaOutput_0.json                  |  1001 +
 .../conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/desc.json |    19 +
 .../model-tflite.json                              |  4478 ++
 .../placeholder_0.json                             |   560 +
 .../test_conv2d_relu_n1_to_1_5x5_1x7x7x9_qi8.json  |  4347 ++
 .../Conformance-TosaOutput_0.json                  |  1001 +
 .../conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json         |    19 +
 .../conv_2d_tanh_3x3_1x7x7x9_qi8/model-tflite.json |  1926 +
 .../placeholder_0.json                             |   560 +
 .../test_conv2d_tanh_3x3_1x7x7x9_qi8.json          |  2284 ++
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../conv_2d_tanh_5x5_1x32x32x8_qu8/desc.json       |    19 +
 .../model-tflite.json                              |  3727 ++
 .../placeholder_0.json                             | 10311 +++++
 .../test_conv2d_tanh_5x5_1x32x32x8_qu8.json        |  4152 ++
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   429 +
 .../placeholder_0.json                             | 10311 +++++
 ...v2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21.json |   363 +
 .../Conformance-TosaOutput_0.json                  |   193 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   666 +
 .../placeholder_0.json                             |   560 +
 ...nv2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11.json |   671 +
 .../Conformance-TosaOutput_0.json                  | 18503 +++++++++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   813 +
 .../placeholder_0.json                             | 10311 +++++
 ...v2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12.json |   747 +
 .../Conformance-TosaOutput_0.json                  |   175 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   432 +
 .../placeholder_0.json                             |   111 +
 ..._bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11.json |   451 +
 .../Conformance-TosaOutput_0.json                  | 14175 +++++++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   632 +
 .../placeholder_0.json                             | 10311 +++++
 ...as_3x3_1x32x32x8_qu8_st11_padVALID_dilat22.json |   635 +
 .../Conformance-TosaOutput_0.json                  | 12043 ++++++
 .../fully_connected_13x21x3_qu8/desc.json          |    21 +
 .../fully_connected_13x21x3_qu8/model-tflite.json  |  2538 ++
 .../fully_connected_13x21x3_qu8/placeholder_0.json |  1396 +
 .../fully_connected_13x21x3_qu8/placeholder_1.json |  1747 +
 .../test_matmul_13x21x3_qu8.json                   |  3267 ++
 .../Conformance-TosaOutput_0.json                  |   425 +
 .../operators/fully_connected_14x19_qi8/desc.json  |    21 +
 .../fully_connected_14x19_qi8/model-tflite.json    |   324 +
 .../fully_connected_14x19_qi8/placeholder_0.json   |   299 +
 .../fully_connected_14x19_qi8/placeholder_1.json   |   575 +
 .../test_matmul_14x19_qi8.json                     |   292 +
 .../Conformance-TosaOutput_0.json                  |   175 +
 .../fully_connected_1x4x4x4_qi8/desc.json          |    21 +
 .../fully_connected_1x4x4x4_qi8/model-tflite.json  |  1208 +
 .../fully_connected_1x4x4x4_qi8/placeholder_0.json |   111 +
 .../fully_connected_1x4x4x4_qi8/placeholder_1.json |   175 +
 .../test_matmul_1x4x4x4_qi8.json                   |  1084 +
 .../Conformance-TosaOutput_0.json                  |  1396 +
 .../operators/leaky_relu_13x21x3_qu8_0/desc.json   |    19 +
 .../leaky_relu_13x21x3_qu8_0/model-tflite.json     |   303 +
 .../leaky_relu_13x21x3_qu8_0/placeholder_0.json    |  1396 +
 .../test_leaky_relu_13x21x3_qu8_0.json             |   356 +
 .../Conformance-TosaOutput_0.json                  |   299 +
 .../operators/leaky_relu_14x19_qi8_0/desc.json     |    19 +
 .../leaky_relu_14x19_qi8_0/model-tflite.json       |   228 +
 .../leaky_relu_14x19_qi8_0/placeholder_0.json      |   299 +
 .../test_leaky_relu_14x19_qi8_0.json               |   209 +
 .../Conformance-TosaOutput_0.json                  |     6 +
 .../tflite/operators/leaky_relu_1_qi16_0/desc.json |    19 +
 .../leaky_relu_1_qi16_0/model-tflite.json          |   238 +
 .../leaky_relu_1_qi16_0/placeholder_0.json         |     6 +
 .../test_leaky_relu_1_qi16_0.json                  |   202 +
 .../Conformance-TosaOutput_0.json                  |   687 +
 .../operators/leaky_relu_1x4x8x19_qi16_0/desc.json |    19 +
 .../leaky_relu_1x4x8x19_qi16_0/model-tflite.json   |   244 +
 .../leaky_relu_1x4x8x19_qi16_0/placeholder_0.json  |   687 +
 .../test_leaky_relu_1x4x8x19_qi16_0.json           |   223 +
 .../Conformance-TosaOutput_0.json                  |  1396 +
 .../operators/logistic_13x21x3_qu8/desc.json       |    19 +
 .../logistic_13x21x3_qu8/model-tflite.json         |   300 +
 .../logistic_13x21x3_qu8/placeholder_0.json        |  1396 +
 .../test_sigmoid_13x21x3_qu8.json                  |   732 +
 .../Conformance-TosaOutput_0.json                  |   631 +
 .../operators/logistic_1x8x4x17_qi8/desc.json      |    19 +
 .../logistic_1x8x4x17_qi8/model-tflite.json        |   229 +
 .../logistic_1x8x4x17_qi8/placeholder_0.json       |   631 +
 .../test_sigmoid_1x8x4x17_qi8.json                 |   594 +
 .../logistic_64_qi16/Conformance-TosaOutput_0.json |    69 +
 .../tflite/operators/logistic_64_qi16/desc.json    |    19 +
 .../operators/logistic_64_qi16/model-tflite.json   |   229 +
 .../operators/logistic_64_qi16/placeholder_0.json  |    69 +
 .../logistic_64_qi16/test_sigmoid_64_qi16.json     |  1654 +
 .../Conformance-TosaOutput_0.json                  |  5029 +++
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   237 +
 .../placeholder_0.json                             | 10311 +++++
 ..._pool2d_1x32x32x8_qi8_st12_padVALID_kern22.json |    77 +
 .../Conformance-TosaOutput_0.json                  |   111 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   237 +
 .../placeholder_0.json                             |   111 +
 ...max_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json |    77 +
 .../Conformance-TosaOutput_0.json                  |    35 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   312 +
 .../placeholder_0.json                             |   111 +
 ...ax_pool2d_1x4x4x4_qu8_st22_padVALID_kern22.json |   221 +
 .../Conformance-TosaOutput_0.json                  |   305 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   312 +
 .../placeholder_0.json                             |   687 +
 ...x_pool2d_1x4x8x19_qu8_st21_padVALID_kern22.json |   221 +
 .../Conformance-TosaOutput_0.json                  |   319 +
 .../desc.json                                      |    19 +
 .../model-tflite.json                              |   312 +
 .../placeholder_0.json                             |   631 +
 ...x_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json |   221 +
 .../Conformance-TosaOutput_0.json                  |   111 +
 .../tflite/operators/minimum_1x4x4x4_i32/desc.json |    21 +
 .../minimum_1x4x4x4_i32/model-tflite.json          |   237 +
 .../minimum_1x4x4x4_i32/placeholder_0.json         |   111 +
 .../minimum_1x4x4x4_i32/placeholder_1.json         |   111 +
 .../minimum_1x4x4x4_i32/test_min_1x4x4x4_i32.json  |    74 +
 .../minimum_64_i32/Conformance-TosaOutput_0.json   |    69 +
 .../tflite/operators/minimum_64_i32/desc.json      |    21 +
 .../operators/minimum_64_i32/model-tflite.json     |   228 +
 .../operators/minimum_64_i32/placeholder_0.json    |    69 +
 .../operators/minimum_64_i32/placeholder_1.json    |     6 +
 .../operators/minimum_64_i32/test_min_64_i32.json  |    65 +
 .../mul_13x21x3_qi16/Conformance-TosaOutput_0.json |  1396 +
 .../tflite/operators/mul_13x21x3_qi16/desc.json    |    21 +
 .../operators/mul_13x21x3_qi16/model-tflite.json   |   277 +
 .../operators/mul_13x21x3_qi16/placeholder_0.json  |  1396 +
 .../operators/mul_13x21x3_qi16/placeholder_1.json  |    96 +
 .../mul_13x21x3_qi16/test_mul_13x21x3_qi16.json    |   179 +
 .../mul_1x4x8x19_qu8/Conformance-TosaOutput_0.json |   687 +
 .../tflite/operators/mul_1x4x8x19_qu8/desc.json    |    21 +
 .../operators/mul_1x4x8x19_qu8/model-tflite.json   |   372 +
 .../operators/mul_1x4x8x19_qu8/placeholder_0.json  |   687 +
 .../operators/mul_1x4x8x19_qu8/placeholder_1.json  |    99 +
 .../mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json    |   401 +
 .../Conformance-TosaOutput_0.json                  |  5577 +++
 .../operators/pack_13x21x3_i32_axis0/desc.json     |    25 +
 .../pack_13x21x3_i32_axis0/model-tflite.json       |   285 +
 .../pack_13x21x3_i32_axis0/placeholder_0.json      |  1396 +
 .../pack_13x21x3_i32_axis0/placeholder_1.json      |  1396 +
 .../pack_13x21x3_i32_axis0/placeholder_2.json      |  1396 +
 .../pack_13x21x3_i32_axis0/placeholder_3.json      |  1396 +
 .../test_stack_13x21x3_i32_axis0.json              |   133 +
 .../Conformance-TosaOutput_0.json                  |  1209 +
 .../operators/pack_14x19_i32_axis1/desc.json       |    25 +
 .../pack_14x19_i32_axis1/model-tflite.json         |   280 +
 .../pack_14x19_i32_axis1/placeholder_0.json        |   299 +
 .../pack_14x19_i32_axis1/placeholder_1.json        |   299 +
 .../pack_14x19_i32_axis1/placeholder_2.json        |   299 +
 .../pack_14x19_i32_axis1/placeholder_3.json        |   299 +
 .../test_stack_14x19_i32_axis1.json                |   126 +
 .../Conformance-TosaOutput_0.json                  |  2233 +
 .../operators/pack_1x7x7x9_i32_axis2/desc.json     |    25 +
 .../pack_1x7x7x9_i32_axis2/model-tflite.json       |   290 +
 .../pack_1x7x7x9_i32_axis2/placeholder_0.json      |   560 +
 .../pack_1x7x7x9_i32_axis2/placeholder_1.json      |   560 +
 .../pack_1x7x7x9_i32_axis2/placeholder_2.json      |   560 +
 .../pack_1x7x7x9_i32_axis2/placeholder_3.json      |   560 +
 .../test_stack_1x7x7x9_i32_axis2.json              |   140 +
 .../Conformance-TosaOutput_0.json                  |  3351 ++
 .../operators/pack_1x8x4x17_i32_axis4/desc.json    |    25 +
 .../pack_1x8x4x17_i32_axis4/model-tflite.json      |   290 +
 .../pack_1x8x4x17_i32_axis4/placeholder_0.json     |   631 +
 .../pack_1x8x4x17_i32_axis4/placeholder_1.json     |   631 +
 .../pack_1x8x4x17_i32_axis4/placeholder_2.json     |   631 +
 .../pack_1x8x4x17_i32_axis4/placeholder_3.json     |   631 +
 .../test_stack_1x8x4x17_i32_axis4.json             |   216 +
 .../Conformance-TosaOutput_0.json                  |  1006 +
 .../operators/reshape_13x21x3_i32_rank3/desc.json  |    19 +
 .../reshape_13x21x3_i32_rank3/model-tflite.json    |   246 +
 .../reshape_13x21x3_i32_rank3/placeholder_0.json   |  1396 +
 .../test_reshape_13x21x3_i32_rank3.json            |    66 +
 .../Conformance-TosaOutput_0.json                  |   275 +
 .../operators/reshape_14x19_i32_rank1/desc.json    |    19 +
 .../reshape_14x19_i32_rank1/model-tflite.json      |   235 +
 .../reshape_14x19_i32_rank1/placeholder_0.json     |   299 +
 .../test_reshape_14x19_i32_rank1.json              |    61 +
 .../Conformance-TosaOutput_0.json                  |  8341 ++++
 .../reshape_1x32x32x8_i32_rank2/desc.json          |    19 +
 .../reshape_1x32x32x8_i32_rank2/model-tflite.json  |   242 +
 .../reshape_1x32x32x8_i32_rank2/placeholder_0.json | 10311 +++++
 .../test_reshape_1x32x32x8_i32_rank2.json          |    65 +
 .../Conformance-TosaOutput_0.json                  | 41095 +++++++++++++++++++
 .../resize_bilinear_1x32x32x8_qi16/desc.json       |    19 +
 .../model-tflite.json                              |   271 +
 .../placeholder_0.json                             | 10311 +++++
 .../test_resize_bilinear_1x32x32x8_qi16.json       |   119 +
 .../Conformance-TosaOutput_0.json                  |   407 +
 .../resize_bilinear_1x4x4x4_qi8/desc.json          |    19 +
 .../resize_bilinear_1x4x4x4_qi8/model-tflite.json  |   259 +
 .../resize_bilinear_1x4x4x4_qi8/placeholder_0.json |   111 +
 .../test_resize_bilinear_1x4x4x4_qi8.json          |   119 +
 .../Conformance-TosaOutput_0.json                  |  2711 ++
 .../resize_nearest_neighbor_1x4x8x19_qu8/desc.json |    19 +
 .../model-tflite.json                              |   334 +
 .../placeholder_0.json                             |   687 +
 .../test_resize_nearest_1x4x8x19_qu8.json          |   227 +
 .../Conformance-TosaOutput_0.json                  |  2471 ++
 .../resize_nearest_neighbor_1x8x4x17_qi8/desc.json |    19 +
 .../model-tflite.json                              |   259 +
 .../placeholder_0.json                             |   631 +
 .../test_resize_nearest_1x8x4x17_qi8.json          |    83 +
 .../Conformance-TosaOutput_0.json                  |   299 +
 .../tflite/operators/softmax_14x19_qi16/desc.json  |    19 +
 .../operators/softmax_14x19_qi16/model-tflite.json |   234 +
 .../softmax_14x19_qi16/placeholder_0.json          |   299 +
 .../test_softmax_14x19_qi16.json                   |  3900 ++
 .../softmax_1_qi8/Conformance-TosaOutput_0.json    |     6 +
 .../tflite/operators/softmax_1_qi8/desc.json       |    19 +
 .../operators/softmax_1_qi8/model-tflite.json      |   226 +
 .../operators/softmax_1_qi8/placeholder_0.json     |     6 +
 .../softmax_1_qi8/test_softmax_1_qi8.json          |  4228 ++
 .../Conformance-TosaOutput_0.json                  | 10311 +++++
 .../operators/softmax_1x32x32x8_qu8/desc.json      |    19 +
 .../softmax_1x32x32x8_qu8/model-tflite.json        |   307 +
 .../softmax_1x32x32x8_qu8/placeholder_0.json       | 10311 +++++
 .../test_softmax_1x32x32x8_qu8.json                |  4559 ++
 .../Conformance-TosaOutput_0.json                  |    10 +
 .../split_13x21x3_i32_splitv_axis0/desc.json       |    19 +
 .../model-tflite.json                              |   569 +
 .../placeholder_0.json                             |  1396 +
 .../test_split_13x21x3_i32_splitv_axis0.json       |   657 +
 .../Conformance-TosaOutput_0.json                  |     9 +
 .../split_1x32x32x8_i32_split4_axis2/desc.json     |    19 +
 .../model-tflite.json                              |   491 +
 .../placeholder_0.json                             | 10311 +++++
 .../test_split_1x32x32x8_i32_split4_axis2.json     |   622 +
 .../Conformance-TosaOutput_0.json                  |     8 +
 .../split_1x4x8x19_i32_splitv_axis3/desc.json      |    19 +
 .../model-tflite.json                              |   471 +
 .../placeholder_0.json                             |   687 +
 .../test_split_1x4x8x19_i32_splitv_axis3.json      |   455 +
 .../Conformance-TosaOutput_0.json                  |     7 +
 .../operators/split_64_i32_split2_axis0/desc.json  |    19 +
 .../split_64_i32_split2_axis0/model-tflite.json    |   364 +
 .../split_64_i32_split2_axis0/placeholder_0.json   |    69 +
 .../test_split_64_i32_split2_axis0.json            |   159 +
 .../Conformance-TosaOutput_0.json                  |   213 +
 .../strided_slice_13x21x3_i32_perm0/desc.json      |    19 +
 .../model-tflite.json                              |   308 +
 .../placeholder_0.json                             |  1396 +
 .../test_strided_slice_13x21x3_i32_perm0.json      |    69 +
 .../Conformance-TosaOutput_0.json                  |    11 +
 .../strided_slice_14x19_i32_perm1/desc.json        |    19 +
 .../model-tflite.json                              |   293 +
 .../placeholder_0.json                             |   299 +
 .../test_strided_slice_14x19_i32_perm1.json        |    90 +
 .../Conformance-TosaOutput_0.json                  |    24 +
 .../operators/strided_slice_64_i32_perm3/desc.json |    19 +
 .../strided_slice_64_i32_perm3/model-tflite.json   |   280 +
 .../strided_slice_64_i32_perm3/placeholder_0.json  |    69 +
 .../test_strided_slice_64_i32_perm3.json           |   144 +
 .../tanh_13x21x3_qu8/Conformance-TosaOutput_0.json |  1396 +
 .../tflite/operators/tanh_13x21x3_qu8/desc.json    |    19 +
 .../operators/tanh_13x21x3_qu8/model-tflite.json   |   300 +
 .../operators/tanh_13x21x3_qu8/placeholder_0.json  |  1396 +
 .../tanh_13x21x3_qu8/test_tanh_13x21x3_qu8.json    |   732 +
 .../tanh_14x19_qi8/Conformance-TosaOutput_0.json   |   299 +
 .../tflite/operators/tanh_14x19_qi8/desc.json      |    19 +
 .../operators/tanh_14x19_qi8/model-tflite.json     |   225 +
 .../operators/tanh_14x19_qi8/placeholder_0.json    |   299 +
 .../tanh_14x19_qi8/test_tanh_14x19_qi8.json        |   590 +
 .../Conformance-TosaOutput_0.json                  |   631 +
 .../tflite/operators/tanh_1x8x4x17_qi16/desc.json  |    19 +
 .../operators/tanh_1x8x4x17_qi16/model-tflite.json |   235 +
 .../tanh_1x8x4x17_qi16/placeholder_0.json          |   631 +
 .../test_tanh_1x8x4x17_qi16.json                   |  1663 +
 417 files changed, 790910 insertions(+)
 create mode 100644 frameworks/tflite/operators/add_1_qi16/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/add_1_qi16/desc.json
 create mode 100644 frameworks/tflite/operators/add_1_qi16/model-tflite.json
 create mode 100644 frameworks/tflite/operators/add_1_qi16/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/add_1_qi16/placeholder_1.json
 create mode 100644 frameworks/tflite/operators/add_1_qi16/test_add_1_qi16.json
 create mode 100644 frameworks/tflite/operators/add_1x32x32x8_qi8/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/add_1x32x32x8_qi8/desc.json
 create mode 100644 frameworks/tflite/operators/add_1x32x32x8_qi8/model-tflite.json
 create mode 100644 frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_1.json
 create mode 100644 frameworks/tflite/operators/add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/desc.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/model-tflite.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/test_avg_pool2d_1x32x32x8_qu8_st12_padVALID_kern12.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_avg_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/desc.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/model-tflite.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/test_avg_pool2d_1x4x8x19_qi16_st21_padSAME_kern22.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/desc.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/model-tflite.json
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 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/desc.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/model-tflite.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_avg_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/desc.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/model-tflite.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_1.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/test_concat_13x21x3_i32_axis_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/desc.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/model-tflite.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/placeholder_0.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/model-tflite.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/desc.json
 create mode 100644 frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/model-tflite.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/desc.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/model-tflite.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/desc.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/desc.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/desc.json
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 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/placeholder_1.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/placeholder_2.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/placeholder_3.json
 create mode 100644 frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/test_concatv2_64_i32_axis_0.json
 create mode 100644 frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/desc.json
 create mode 100644 frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/model-tflite.json
 create mode 100644 frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/placeholder_0.json
 create mode 100644 frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/test_conv2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21.json
 create mode 100644 frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/desc.json
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 create mode 100644 frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/test_conv2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11.json
 create mode 100644 frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/Conformance-TosaOutput_0.json
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 create mode 100644 frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/test_conv2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12.json
 create mode 100644 frameworks/tflite/operators/conv_2d_bias_5x5_1x7x7x9_qu8_st22_padSAME_dilat12/Conformance-TosaOutput_0.json
 create mode 100644 frameworks/tflite/operators/conv_2d_bias_5x5_1x7x7x9_qu8_st22_padSAME_dilat12/desc.json
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 create mode 100644 frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/Conformance-TosaOutput_0.json
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(limited to 'frameworks')

diff --git a/frameworks/tflite/operators/add_1_qi16/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/add_1_qi16/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..c795012dc
--- /dev/null
+++ b/frameworks/tflite/operators/add_1_qi16/Conformance-TosaOutput_0.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    0
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1_qi16/desc.json b/frameworks/tflite/operators/add_1_qi16/desc.json
new file mode 100644
index 000000000..7add37c40
--- /dev/null
+++ b/frameworks/tflite/operators/add_1_qi16/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test_add_1_qi16.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1_qi16/model-tflite.json b/frameworks/tflite/operators/add_1_qi16/model-tflite.json
new file mode 100644
index 000000000..e78e20627
--- /dev/null
+++ b/frameworks/tflite/operators/add_1_qi16/model-tflite.json
@@ -0,0 +1,272 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 0,
+      version: 2,
+      builtin_code: "ADD"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            1
+          ],
+          type: "INT16",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            min: [
+              -1.992098
+            ],
+            max: [
+              1.996175
+            ],
+            scale: [
+              0.000061
+            ],
+            zero_point: [
+              0
+            ],
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT16",
+          buffer: 2,
+          name: "serving_default_placeholder_1:0",
+          quantization: {
+            min: [
+              -1.99941
+            ],
+            max: [
+              1.983901
+            ],
+            scale: [
+              0.000061
+            ],
+            zero_point: [
+              0
+            ],
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT16",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            min: [
+              -3.722283
+            ],
+            max: [
+              3.72694
+            ],
+            scale: [
+              0.000114
+            ],
+            zero_point: [
+              0
+            ],
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0,
+        1
+      ],
+      outputs: [
+        2
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "AddOptions",
+          builtin_options: {
+            fused_activation_function: "NONE",
+            pot_scale_int16: false
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+      data: [
+        49,
+        46,
+        53,
+        46,
+        48,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0
+      ]
+    },
+    {
+      data: [
+        12,
+        0,
+        0,
+        0,
+        8,
+        0,
+        14,
+        0,
+        8,
+        0,
+        4,
+        0,
+        8,
+        0,
+        0,
+        0,
+        16,
+        0,
+        0,
+        0,
+        40,
+        0,
+        0,
+        0,
+        0,
+        0,
+        6,
+        0,
+        8,
+        0,
+        4,
+        0,
+        6,
+        0,
+        0,
+        0,
+        4,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        236,
+        3,
+        0,
+        0,
+        0,
+        0,
+        10,
+        0,
+        16,
+        0,
+        12,
+        0,
+        8,
+        0,
+        4,
+        0,
+        10,
+        0,
+        0,
+        0,
+        3,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        0,
+        4,
+        0,
+        0,
+        0,
+        5,
+        0,
+        0,
+        0,
+        50,
+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        },
+        {
+          name: "placeholder_1",
+          tensor_index: 1
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/add_1_qi16/placeholder_0.json b/frameworks/tflite/operators/add_1_qi16/placeholder_0.json
new file mode 100644
index 000000000..58fa56ab2
--- /dev/null
+++ b/frameworks/tflite/operators/add_1_qi16/placeholder_0.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    1
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1_qi16/placeholder_1.json b/frameworks/tflite/operators/add_1_qi16/placeholder_1.json
new file mode 100644
index 000000000..8e7b1283e
--- /dev/null
+++ b/frameworks/tflite/operators/add_1_qi16/placeholder_1.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    -1
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1_qi16/test_add_1_qi16.json b/frameworks/tflite/operators/add_1_qi16/test_add_1_qi16.json
new file mode 100644
index 000000000..1f69e1b40
--- /dev/null
+++ b/frameworks/tflite/operators/add_1_qi16/test_add_1_qi16.json
@@ -0,0 +1,164 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
+            input_zp: 0,
+            output_zp: 0,
+            multiplier: [
+              2144009193
+            ],
+            shift: [
+              17
+            ],
+            scale32: true,
+            double_round: false,
+            per_channel: false
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
+            input_zp: 0,
+            output_zp: 0,
+            multiplier: [
+              1073741824
+            ],
+            shift: [
+              16
+            ],
+            scale32: true,
+            double_round: false,
+            per_channel: false
+          },
+          inputs: [
+            "TosaInput_1"
+          ],
+          outputs: [
+            "layer_1"
+          ]
+        },
+        {
+          op: "ADD",
+          attribute_type: "NONE",
+          inputs: [
+            "layer_0",
+            "layer_1"
+          ],
+          outputs: [
+            "layer_2"
+          ]
+        },
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
+            input_zp: 0,
+            output_zp: 0,
+            multiplier: [
+              1152071270
+            ],
+            shift: [
+              45
+            ],
+            scale32: true,
+            double_round: true,
+            per_channel: false
+          },
+          inputs: [
+            "layer_2"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1
+          ],
+          type: "INT16",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            1
+          ],
+          type: "INT16",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            1
+          ],
+          type: "INT16",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_0",
+          shape: [
+            1
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_1",
+          shape: [
+            1
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_2",
+          shape: [
+            1
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/add_1x32x32x8_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/add_1x32x32x8_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..19975501e
--- /dev/null
+++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/Conformance-TosaOutput_0.json
@@ -0,0 +1,10311 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1x32x32x8_qi8/desc.json b/frameworks/tflite/operators/add_1x32x32x8_qi8/desc.json
new file mode 100644
index 000000000..c4890afe3
--- /dev/null
+++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test_add_1x32x32x8_qi8.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1x32x32x8_qi8/model-tflite.json b/frameworks/tflite/operators/add_1x32x32x8_qi8/model-tflite.json
new file mode 100644
index 000000000..f965bacdf
--- /dev/null
+++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/model-tflite.json
@@ -0,0 +1,263 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 0,
+      version: 2,
+      builtin_code: "ADD"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            1,
+            32,
+            32,
+            1
+          ],
+          type: "INT8",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            scale: [
+              0.015686
+            ],
+            zero_point: [
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+            details_type: "NONE",
+            quantized_dimension: 0
+          },
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+        },
+        {
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+            32,
+            32,
+            8
+          ],
+          type: "INT8",
+          buffer: 2,
+          name: "serving_default_placeholder_1:0",
+          quantization: {
+            scale: [
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+            zero_point: [
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+            quantized_dimension: 0
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+          is_variable: false
+        },
+        {
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+          type: "INT8",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
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+            zero_point: [
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+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0,
+        1
+      ],
+      outputs: [
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+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
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+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "AddOptions",
+          builtin_options: {
+            fused_activation_function: "NONE",
+            pot_scale_int16: true
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+    },
+    {
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+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
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+          name: "placeholder_0",
+          tensor_index: 0
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+        {
+          name: "placeholder_1",
+          tensor_index: 1
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_0.json b/frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_0.json
new file mode 100644
index 000000000..ad7f0c953
--- /dev/null
+++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_0.json
@@ -0,0 +1,3143 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_1.json b/frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_1.json
new file mode 100644
index 000000000..edd0f7984
--- /dev/null
+++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/placeholder_1.json
@@ -0,0 +1,10311 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json b/frameworks/tflite/operators/add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json
new file mode 100644
index 000000000..19a87f222
--- /dev/null
+++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json
@@ -0,0 +1,182 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
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+            per_channel: false
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+        {
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+          attribute_type: "NONE",
+          inputs: [
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+            "layer_1"
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+          type: "INT32",
+          data: [
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+          type: "INT32",
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+          data: [
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+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..24e6faf1c
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/Conformance-TosaOutput_0.json
@@ -0,0 +1,5191 @@
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new file mode 100644
index 000000000..e8cc2de80
--- /dev/null
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\ No newline at end of file
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new file mode 100644
index 000000000..14bd05192
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diff --git a/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/placeholder_0.json b/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/placeholder_0.json
new file mode 100644
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/test_avg_pool2d_1x32x32x8_qu8_st12_padVALID_kern12.json b/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/test_avg_pool2d_1x32x32x8_qu8_st12_padVALID_kern12.json
new file mode 100644
index 000000000..d60b4482d
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x32x32x8_qu8_st12_padVALID_kern12/test_avg_pool2d_1x32x32x8_qu8_st12_padVALID_kern12.json
@@ -0,0 +1,221 @@
+{
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+            double_round: true,
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+          ]
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+      ]
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+  ]
+}
diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..d0bec65ed
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/Conformance-TosaOutput_0.json
@@ -0,0 +1,111 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json
new file mode 100644
index 000000000..7fa6004db
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_avg_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json
new file mode 100644
index 000000000..71f677e52
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json
@@ -0,0 +1,237 @@
+{
+  version: 3,
+  operator_codes: [
+    {
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+      version: 2,
+      builtin_code: "AVERAGE_POOL_2D"
+    }
+  ],
+  subgraphs: [
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+      outputs: [
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+            filter_width: 1,
+            filter_height: 1,
+            fused_activation_function: "NONE"
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
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+  signature_defs: [
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+          tensor_index: 0
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+      outputs: [
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+      method_name: "serving_default",
+      subgraph_index: 0
+    }
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+}
diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/placeholder_0.json b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/placeholder_0.json
new file mode 100644
index 000000000..d0bec65ed
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/placeholder_0.json
@@ -0,0 +1,111 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_avg_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_avg_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json
new file mode 100644
index 000000000..6553a5d8f
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_avg_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json
@@ -0,0 +1,77 @@
+{
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+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT8",
+          data: [
+
+          ]
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+        {
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+          data: [
+
+          ]
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+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..c776fa37c
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/Conformance-TosaOutput_0.json
@@ -0,0 +1,347 @@
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new file mode 100644
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new file mode 100644
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diff --git a/frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/test_avg_pool2d_1x4x8x19_qi16_st21_padSAME_kern22.json b/frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/test_avg_pool2d_1x4x8x19_qi16_st21_padSAME_kern22.json
new file mode 100644
index 000000000..3696e14bb
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x4x8x19_qi16_st21_padSAME_kern22/test_avg_pool2d_1x4x8x19_qi16_st21_padSAME_kern22.json
@@ -0,0 +1,77 @@
+{
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+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
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+            output_zp: 0
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+          ]
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+          ]
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+}
diff --git a/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..54f1d2945
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/desc.json b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/desc.json
new file mode 100644
index 000000000..261dd6b70
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
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+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/model-tflite.json b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/model-tflite.json
new file mode 100644
index 000000000..ed912cc9e
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/model-tflite.json
@@ -0,0 +1,237 @@
+{
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+      version: 2,
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+    }
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+            filter_height: 1,
+            fused_activation_function: "NONE"
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+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
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diff --git a/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/placeholder_0.json b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/placeholder_0.json
new file mode 100644
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new file mode 100644
index 000000000..d2393f275
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json
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new file mode 100644
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--- /dev/null
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new file mode 100644
index 000000000..88aa28c92
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/desc.json
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\ No newline at end of file
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new file mode 100644
index 000000000..8571c3620
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+++ b/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/model-tflite.json
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diff --git a/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/placeholder_0.json b/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/placeholder_0.json
new file mode 100644
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diff --git a/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_avg_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json b/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_avg_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json
new file mode 100644
index 000000000..9ec8dd22c
--- /dev/null
+++ b/frameworks/tflite/operators/average_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_avg_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json
@@ -0,0 +1,221 @@
+{
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+}
diff --git a/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..0819ae3c3
--- /dev/null
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diff --git a/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/desc.json b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/desc.json
new file mode 100644
index 000000000..42a11b85b
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/desc.json
@@ -0,0 +1,21 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/model-tflite.json b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/model-tflite.json
new file mode 100644
index 000000000..8ba928316
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/model-tflite.json
@@ -0,0 +1,238 @@
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diff --git a/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_0.json b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_1.json b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_1.json
new file mode 100644
index 000000000..44007a516
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/placeholder_1.json
@@ -0,0 +1,1396 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/test_concat_13x21x3_i32_axis_0.json b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/test_concat_13x21x3_i32_axis_0.json
new file mode 100644
index 000000000..b2638f649
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_13x21x3_i32_axis_0/test_concat_13x21x3_i32_axis_0.json
@@ -0,0 +1,74 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 0
+          },
+          inputs: [
+            "TosaInput_0",
+            "TosaInput_1"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            26,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..5c8069b1f
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/Conformance-TosaOutput_0.json
@@ -0,0 +1,565 @@
+{
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new file mode 100644
index 000000000..cd087f8d5
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/desc.json
@@ -0,0 +1,21 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/model-tflite.json b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/model-tflite.json
new file mode 100644
index 000000000..6b6844cd8
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/model-tflite.json
@@ -0,0 +1,235 @@
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diff --git a/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/placeholder_1.json b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/placeholder_1.json
new file mode 100644
index 000000000..0cbcac90a
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/placeholder_1.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/test_concat_14x19_i32_axis_1.json b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/test_concat_14x19_i32_axis_1.json
new file mode 100644
index 000000000..bc2eb425f
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/test_concat_14x19_i32_axis_1.json
@@ -0,0 +1,71 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
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+          },
+          inputs: [
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+          outputs: [
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+          type: "INT32",
+          data: [
+
+          ]
+        },
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+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            14,
+            38
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..c03281fca
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/Conformance-TosaOutput_0.json
@@ -0,0 +1,20551 @@
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diff --git a/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/desc.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/desc.json
new file mode 100644
index 000000000..0ca82c43b
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/desc.json
@@ -0,0 +1,21 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/model-tflite.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/model-tflite.json
new file mode 100644
index 000000000..18d6bf0de
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/model-tflite.json
@@ -0,0 +1,241 @@
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diff --git a/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/placeholder_0.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/placeholder_0.json
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index 000000000..e93e38b12
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/placeholder_1.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/placeholder_1.json
new file mode 100644
index 000000000..9cb1704ca
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/placeholder_1.json
@@ -0,0 +1,10311 @@
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+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/test_concat_1x32x32x8_i32_axis_2.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/test_concat_1x32x32x8_i32_axis_2.json
new file mode 100644
index 000000000..2191bdb37
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/test_concat_1x32x32x8_i32_axis_2.json
@@ -0,0 +1,77 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 2
+          },
+          inputs: [
+            "TosaInput_0",
+            "TosaInput_1"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            1,
+            32,
+            64,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..e8db4c5a6
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/Conformance-TosaOutput_0.json
@@ -0,0 +1,133 @@
+{
+  "type": "int32",
+  "data": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/desc.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/desc.json
new file mode 100644
index 000000000..b832d18e3
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test_concat_64_i32_axis_m1.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/model-tflite.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/model-tflite.json
new file mode 100644
index 000000000..c9d63c49a
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/model-tflite.json
@@ -0,0 +1,232 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 2,
+      version: 1,
+      builtin_code: "CONCATENATION"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            64
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            64
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "serving_default_placeholder_1:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            128
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0,
+        1
+      ],
+      outputs: [
+        2
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "ConcatenationOptions",
+          builtin_options: {
+            axis: -1,
+            fused_activation_function: "NONE"
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+      data: [
+        49,
+        46,
+        53,
+        46,
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+        0,
+        0,
+        0,
+        0,
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+        0,
+        0,
+        0,
+        0
+      ]
+    },
+    {
+      data: [
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+        0,
+        50,
+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        },
+        {
+          name: "placeholder_1",
+          tensor_index: 1
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/placeholder_0.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/placeholder_0.json
new file mode 100644
index 000000000..f1802c643
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/placeholder_0.json
@@ -0,0 +1,69 @@
+{
+  "type": "int32",
+  "data": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/placeholder_1.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/placeholder_1.json
new file mode 100644
index 000000000..70f710ba1
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/placeholder_1.json
@@ -0,0 +1,69 @@
+{
+  "type": "int32",
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/test_concat_64_i32_axis_m1.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/test_concat_64_i32_axis_m1.json
new file mode 100644
index 000000000..e46feca37
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/test_concat_64_i32_axis_m1.json
@@ -0,0 +1,68 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 0
+          },
+          inputs: [
+            "TosaInput_0",
+            "TosaInput_1"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            64
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            64
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            128
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..443759ba4
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/Conformance-TosaOutput_0.json
@@ -0,0 +1,5491 @@
+{
+  "type": "int32",
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+      ],
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/desc.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/desc.json
new file mode 100644
index 000000000..33eaff4c6
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/desc.json
@@ -0,0 +1,25 @@
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+  "expected_result_file": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/model-tflite.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/model-tflite.json
new file mode 100644
index 000000000..7200d7803
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/model-tflite.json
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_0.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_0.json
new file mode 100644
index 000000000..03119633e
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_1.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_1.json
new file mode 100644
index 000000000..b5abfa1b5
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_1.json
@@ -0,0 +1,1396 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_2.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_2.json
new file mode 100644
index 000000000..98fc25585
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_2.json
@@ -0,0 +1,1396 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_3.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_3.json
new file mode 100644
index 000000000..1a78c4290
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/placeholder_3.json
@@ -0,0 +1,1396 @@
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/test_concatv2_13x21x3_i32_axis_1.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/test_concatv2_13x21x3_i32_axis_1.json
new file mode 100644
index 000000000..3e471236e
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/test_concatv2_13x21x3_i32_axis_1.json
@@ -0,0 +1,102 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 1
+          },
+          inputs: [
+            "TosaInput_1",
+            "TosaInput_3",
+            "TosaInput_2",
+            "TosaInput_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_2",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_3",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            13,
+            84,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1",
+        "TosaInput_2",
+        "TosaInput_3"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..5abfdc791
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/Conformance-TosaOutput_0.json
@@ -0,0 +1,41031 @@
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/desc.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/desc.json
new file mode 100644
index 000000000..f269520ac
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/desc.json
@@ -0,0 +1,25 @@
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+}
\ No newline at end of file
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new file mode 100644
index 000000000..8b5930649
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/model-tflite.json
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_0.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_0.json
new file mode 100644
index 000000000..37a9f6272
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_1.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_1.json
new file mode 100644
index 000000000..9ffa60bbf
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_1.json
@@ -0,0 +1,10311 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_2.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_2.json
new file mode 100644
index 000000000..21f57cabb
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_2.json
@@ -0,0 +1,10311 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_3.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_3.json
new file mode 100644
index 000000000..115b82fef
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/placeholder_3.json
@@ -0,0 +1,10311 @@
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+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/test_concatv2_1x32x32x8_i32_axis_m2.json b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/test_concatv2_1x32x32x8_i32_axis_m2.json
new file mode 100644
index 000000000..b9788078e
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x32x32x8_i32_axis_m2/test_concatv2_1x32x32x8_i32_axis_m2.json
@@ -0,0 +1,107 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 2
+          },
+          inputs: [
+            "TosaInput_1",
+            "TosaInput_3",
+            "TosaInput_2",
+            "TosaInput_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_2",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_3",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            1,
+            32,
+            128,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1",
+        "TosaInput_2",
+        "TosaInput_3"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..6a1db6751
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/Conformance-TosaOutput_0.json
@@ -0,0 +1,2219 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      [
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+          0,
+          -45,
+          -74,
+          59,
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+        ],
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+          -2,
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+          35,
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+        ],
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+        ],
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+          -48
+        ],
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+          13,
+          -2,
+          21,
+          -24,
+          127,
+          -114
+        ],
+        [
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+          -4,
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+          -120,
+          -66,
+          -83,
+          -61,
+          56
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/desc.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/desc.json
new file mode 100644
index 000000000..8013c24ee
--- /dev/null
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\ No newline at end of file
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new file mode 100644
index 000000000..3c19fe511
--- /dev/null
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_0.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_0.json
new file mode 100644
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_1.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_1.json
new file mode 100644
index 000000000..fad6522dd
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_2.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_2.json
new file mode 100644
index 000000000..20c5e0386
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_3.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_3.json
new file mode 100644
index 000000000..e8134995f
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/placeholder_3.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/test_concatv2_1x7x7x9_i32_axis_m3.json b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/test_concatv2_1x7x7x9_i32_axis_m3.json
new file mode 100644
index 000000000..467077b39
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_1x7x7x9_i32_axis_m3/test_concatv2_1x7x7x9_i32_axis_m3.json
@@ -0,0 +1,107 @@
+{
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+        "TosaInput_2",
+        "TosaInput_3"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..8bef79137
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/Conformance-TosaOutput_0.json
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new file mode 100644
index 000000000..75e70b5d9
--- /dev/null
+++ b/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/desc.json
@@ -0,0 +1,25 @@
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\ No newline at end of file
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new file mode 100644
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--- /dev/null
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diff --git a/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/test_concatv2_64_i32_axis_0.json b/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/test_concatv2_64_i32_axis_0.json
new file mode 100644
index 000000000..90ad4dbf0
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+++ b/frameworks/tflite/operators/concatenation_concatv2_64_i32_axis_0/test_concatv2_64_i32_axis_0.json
@@ -0,0 +1,92 @@
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diff --git a/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..16ca51402
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diff --git a/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/model-tflite.json b/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/model-tflite.json
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diff --git a/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/test_conv2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21.json b/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/test_conv2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21.json
new file mode 100644
index 000000000..7ee083572
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21/test_conv2d_1x1_1x4x8x19_qu8_st11_padVALID_dilat21.json
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new file mode 100644
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diff --git a/frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..da1e01e48
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/Conformance-TosaOutput_0.json
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new file mode 100644
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new file mode 100644
index 000000000..52591cdb3
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diff --git a/frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/test_conv2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22.json b/frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/test_conv2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22.json
new file mode 100644
index 000000000..fabb2cf23
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22/test_conv2d_5x5_1x32x32x8_qu8_st11_padSAME_dilat22.json
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diff --git a/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..467d3d4d5
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/Conformance-TosaOutput_0.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/desc.json b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/desc.json
new file mode 100644
index 000000000..456dcfb3f
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_conv2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/model-tflite.json b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/model-tflite.json
new file mode 100644
index 000000000..4ccaee345
--- /dev/null
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new file mode 100644
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new file mode 100644
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+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..0af973091
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/desc.json b/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/desc.json
new file mode 100644
index 000000000..c2bbd8d3b
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_conv2d_relu6_3x3_1x8x4x17_qi8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/model-tflite.json b/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/model-tflite.json
new file mode 100644
index 000000000..95ad074a9
--- /dev/null
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new file mode 100644
index 000000000..c2829713d
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..018b532df
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/Conformance-TosaOutput_0.json
@@ -0,0 +1,1295 @@
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diff --git a/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/desc.json b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/desc.json
new file mode 100644
index 000000000..0ea2ed6cd
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_conv2d_relu6_5x5_1x4x8x19_qu8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/model-tflite.json b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/model-tflite.json
new file mode 100644
index 000000000..9898b63f4
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/model-tflite.json
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diff --git a/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/placeholder_0.json b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/placeholder_0.json
new file mode 100644
index 000000000..0783ea332
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/test_conv2d_relu6_5x5_1x4x8x19_qu8.json b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/test_conv2d_relu6_5x5_1x4x8x19_qu8.json
new file mode 100644
index 000000000..6c6dc1e33
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/test_conv2d_relu6_5x5_1x4x8x19_qu8.json
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diff --git a/frameworks/tflite/operators/conv_2d_relu_1x1_1x32x32x8_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_relu_1x1_1x32x32x8_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..213ded81d
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_relu_3x3_1x4x8x19_qu8/desc.json b/frameworks/tflite/operators/conv_2d_relu_3x3_1x4x8x19_qu8/desc.json
new file mode 100644
index 000000000..7597c5bc3
--- /dev/null
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/conv_2d_relu_3x3_1x4x8x19_qu8/model-tflite.json b/frameworks/tflite/operators/conv_2d_relu_3x3_1x4x8x19_qu8/model-tflite.json
new file mode 100644
index 000000000..069f0fe70
--- /dev/null
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new file mode 100644
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diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..09d87a69d
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/placeholder_0.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/placeholder_0.json
new file mode 100644
index 000000000..f7e6b4f74
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diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/test_conv2d_relu_n1_to_1_3x3_1x32x32x8_qu8.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/test_conv2d_relu_n1_to_1_3x3_1x32x32x8_qu8.json
new file mode 100644
index 000000000..3eb17354d
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_3x3_1x32x32x8_qu8/test_conv2d_relu_n1_to_1_3x3_1x32x32x8_qu8.json
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diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..88200cae6
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/desc.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/desc.json
new file mode 100644
index 000000000..aafc3c631
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diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/model-tflite.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/model-tflite.json
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..2fb519e64
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json
new file mode 100644
index 000000000..0ec4d4b67
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/desc.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/model-tflite.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/model-tflite.json
new file mode 100644
index 000000000..19f793fab
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..20b0b3057
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/desc.json b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/desc.json
new file mode 100644
index 000000000..e1e2f6eac
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/model-tflite.json b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/model-tflite.json
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/placeholder_0.json b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/placeholder_0.json
new file mode 100644
index 000000000..13050d439
--- /dev/null
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diff --git a/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/test_conv2d_tanh_5x5_1x32x32x8_qu8.json b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/test_conv2d_tanh_5x5_1x32x32x8_qu8.json
new file mode 100644
index 000000000..5e3166fd8
--- /dev/null
+++ b/frameworks/tflite/operators/conv_2d_tanh_5x5_1x32x32x8_qu8/test_conv2d_tanh_5x5_1x32x32x8_qu8.json
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..1553edc37
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/desc.json b/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/desc.json
new file mode 100644
index 000000000..f27f0b495
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/desc.json
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+{
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+  "expected_result_file": [
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+}
\ No newline at end of file
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new file mode 100644
index 000000000..921742e33
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/test_depthwise_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21.json b/frameworks/tflite/operators/depthwise_conv_2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21/test_depthwise_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat21.json
new file mode 100644
index 000000000..f738e2c22
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/desc.json b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/desc.json
new file mode 100644
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\ No newline at end of file
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new file mode 100644
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new file mode 100644
index 000000000..02d0646df
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..ca5de85a6
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/desc.json b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/desc.json
new file mode 100644
index 000000000..07d223ccf
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/desc.json
@@ -0,0 +1,19 @@
+{
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+  "expected_result_file": [
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/model-tflite.json b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/model-tflite.json
new file mode 100644
index 000000000..c44f6b04d
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/model-tflite.json
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/placeholder_0.json b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/placeholder_0.json
new file mode 100644
index 000000000..711f2731a
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_5x5_1x32x32x8_qi8_st11_padSAME_dilat12/placeholder_0.json
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new file mode 100644
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new file mode 100644
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--- /dev/null
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new file mode 100644
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11/test_depthwise_conv2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11.json b/frameworks/tflite/operators/depthwise_conv_2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11/test_depthwise_conv2d_bias_1x1_1x4x4x4_qu8_st11_padSAME_dilat11.json
new file mode 100644
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new file mode 100644
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22/desc.json b/frameworks/tflite/operators/depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22/desc.json
new file mode 100644
index 000000000..ccd7a808f
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_depthwise_conv2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
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diff --git a/frameworks/tflite/operators/depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22/test_depthwise_conv2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22.json b/frameworks/tflite/operators/depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22/test_depthwise_conv2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22.json
new file mode 100644
index 000000000..b05e4c664
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22/test_depthwise_conv2d_bias_3x3_1x32x32x8_qu8_st11_padVALID_dilat22.json
@@ -0,0 +1,635 @@
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diff --git a/frameworks/tflite/operators/fully_connected_13x21x3_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..ff7d14595
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/fully_connected_13x21x3_qu8/desc.json b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/desc.json
new file mode 100644
index 000000000..4088274c6
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/desc.json
@@ -0,0 +1,21 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/fully_connected_13x21x3_qu8/model-tflite.json b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/model-tflite.json
new file mode 100644
index 000000000..6f816ed9d
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/model-tflite.json
@@ -0,0 +1,2538 @@
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new file mode 100644
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diff --git a/frameworks/tflite/operators/fully_connected_13x21x3_qu8/placeholder_1.json b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/placeholder_1.json
new file mode 100644
index 000000000..bb00d4f3c
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/placeholder_1.json
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diff --git a/frameworks/tflite/operators/fully_connected_13x21x3_qu8/test_matmul_13x21x3_qu8.json b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/test_matmul_13x21x3_qu8.json
new file mode 100644
index 000000000..dda29a671
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_13x21x3_qu8/test_matmul_13x21x3_qu8.json
@@ -0,0 +1,3267 @@
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new file mode 100644
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new file mode 100644
index 000000000..34f6324a7
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_14x19_qi8/desc.json
@@ -0,0 +1,21 @@
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new file mode 100644
index 000000000..bad3a95e3
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_14x19_qi8/model-tflite.json
@@ -0,0 +1,324 @@
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index 000000000..613b4a207
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new file mode 100644
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diff --git a/frameworks/tflite/operators/fully_connected_14x19_qi8/test_matmul_14x19_qi8.json b/frameworks/tflite/operators/fully_connected_14x19_qi8/test_matmul_14x19_qi8.json
new file mode 100644
index 000000000..f05a5b4c7
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_14x19_qi8/test_matmul_14x19_qi8.json
@@ -0,0 +1,292 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
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+      operators: [
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+          attribute_type: "NONE",
+          inputs: [
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+          ],
+          outputs: [
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+          attribute_type: "NONE",
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+          attribute: {
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+            double_round: true,
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+          ]
+        }
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+          type: "INT8",
+          data: [
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+          ]
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+        {
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+          type: "INT8",
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diff --git a/frameworks/tflite/operators/fully_connected_1x4x4x4_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/fully_connected_1x4x4x4_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..196cd7d31
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new file mode 100644
index 000000000..2730574ce
--- /dev/null
+++ b/frameworks/tflite/operators/fully_connected_1x4x4x4_qi8/desc.json
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new file mode 100644
index 000000000..69841ffde
--- /dev/null
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diff --git a/frameworks/tflite/operators/fully_connected_1x4x4x4_qi8/test_matmul_1x4x4x4_qi8.json b/frameworks/tflite/operators/fully_connected_1x4x4x4_qi8/test_matmul_1x4x4x4_qi8.json
new file mode 100644
index 000000000..3ec30fd7e
--- /dev/null
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+}
diff --git a/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..18f712290
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/desc.json b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/desc.json
new file mode 100644
index 000000000..6628fe90b
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/desc.json
@@ -0,0 +1,19 @@
+{
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+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/model-tflite.json b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/model-tflite.json
new file mode 100644
index 000000000..8f6fcd706
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/model-tflite.json
@@ -0,0 +1,303 @@
+{
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+      version: 1,
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+          builtin_options_type: "NONE",
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diff --git a/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/placeholder_0.json b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/placeholder_0.json
new file mode 100644
index 000000000..fbdf83f85
--- /dev/null
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/test_leaky_relu_13x21x3_qu8_0.json b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/test_leaky_relu_13x21x3_qu8_0.json
new file mode 100644
index 000000000..ab3efcbe2
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_13x21x3_qu8_0/test_leaky_relu_13x21x3_qu8_0.json
@@ -0,0 +1,356 @@
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+          type: "BOOL",
+          data: [
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+          ]
+        },
+        {
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+          ],
+          type: "INT8",
+          data: [
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+          ]
+        },
+        {
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+            21,
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+          type: "INT8",
+          data: [
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+          ]
+        },
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+          type: "INT8",
+          data: [
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+          ]
+        },
+        {
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+          shape: [
+            13,
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+            3
+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..c01be1533
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/Conformance-TosaOutput_0.json
@@ -0,0 +1,299 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/desc.json b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/desc.json
new file mode 100644
index 000000000..54b0a910a
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_leaky_relu_14x19_qi8_0.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/model-tflite.json b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/model-tflite.json
new file mode 100644
index 000000000..445e14630
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/model-tflite.json
@@ -0,0 +1,228 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 98,
+      version: 1,
+      builtin_code: "LEAKY_RELU"
+    }
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+        }
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+          inputs: [
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+          builtin_options_type: "LeakyReluOptions",
+          builtin_options: {
+            alpha: 0.76942
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
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+      buffer: 3
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+    {
+      name: "CONVERSION_METADATA",
+      buffer: 4
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        }
+      ],
+      outputs: [
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+          name: "output_0",
+          tensor_index: 1
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/placeholder_0.json b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/placeholder_0.json
new file mode 100644
index 000000000..b57484d2b
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/placeholder_0.json
@@ -0,0 +1,299 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/test_leaky_relu_14x19_qi8_0.json b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/test_leaky_relu_14x19_qi8_0.json
new file mode 100644
index 000000000..c5ebec345
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_14x19_qi8_0/test_leaky_relu_14x19_qi8_0.json
@@ -0,0 +1,209 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
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+          attribute_type: "RescaleAttribute",
+          attribute: {
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+            scale32: true,
+            double_round: false,
+            per_channel: false
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_1"
+          ]
+        },
+        {
+          op: "GREATER_EQUAL",
+          attribute_type: "NONE",
+          inputs: [
+            "layer_1",
+            "layer_0"
+          ],
+          outputs: [
+            "layer_2"
+          ]
+        },
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
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+            multiplier: [
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+            shift: [
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+            scale32: true,
+            double_round: true,
+            per_channel: false
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_3"
+          ]
+        },
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
+            input_zp: -1,
+            output_zp: -17,
+            multiplier: [
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+            shift: [
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+            ],
+            scale32: true,
+            double_round: true,
+            per_channel: false
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_4"
+          ]
+        },
+        {
+          op: "SELECT",
+          attribute_type: "NONE",
+          inputs: [
+            "layer_2",
+            "layer_4",
+            "layer_3"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            14,
+            19
+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        },
+        {
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+          shape: [
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+          ],
+          type: "INT8",
+          data: [
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+          ]
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+          ]
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+        {
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+          type: "BOOL",
+          data: [
+
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+          type: "INT8",
+          data: [
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+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/leaky_relu_1_qi16_0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/leaky_relu_1_qi16_0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..58fa56ab2
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1_qi16_0/Conformance-TosaOutput_0.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    1
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_1_qi16_0/desc.json b/frameworks/tflite/operators/leaky_relu_1_qi16_0/desc.json
new file mode 100644
index 000000000..e7b838f0b
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1_qi16_0/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_leaky_relu_1_qi16_0.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_1_qi16_0/model-tflite.json b/frameworks/tflite/operators/leaky_relu_1_qi16_0/model-tflite.json
new file mode 100644
index 000000000..2d05e7e16
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1_qi16_0/model-tflite.json
@@ -0,0 +1,238 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 98,
+      version: 2,
+      builtin_code: "LEAKY_RELU"
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+          inputs: [
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+          builtin_options_type: "LeakyReluOptions",
+          builtin_options: {
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+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
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+  ],
+  description: "MLIR Converted.",
+  buffers: [
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+    }
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+}
diff --git a/frameworks/tflite/operators/leaky_relu_1_qi16_0/placeholder_0.json b/frameworks/tflite/operators/leaky_relu_1_qi16_0/placeholder_0.json
new file mode 100644
index 000000000..58fa56ab2
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1_qi16_0/placeholder_0.json
@@ -0,0 +1,6 @@
+{
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_1_qi16_0/test_leaky_relu_1_qi16_0.json b/frameworks/tflite/operators/leaky_relu_1_qi16_0/test_leaky_relu_1_qi16_0.json
new file mode 100644
index 000000000..ad3403e9f
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1_qi16_0/test_leaky_relu_1_qi16_0.json
@@ -0,0 +1,202 @@
+{
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+          ],
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+          attribute_type: "NONE",
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+          ]
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+}
diff --git a/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..0ddcbe498
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/desc.json b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/desc.json
new file mode 100644
index 000000000..296356e92
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/desc.json
@@ -0,0 +1,19 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/model-tflite.json b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/model-tflite.json
new file mode 100644
index 000000000..d5451d15f
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/model-tflite.json
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diff --git a/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/placeholder_0.json b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/placeholder_0.json
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+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/test_leaky_relu_1x4x8x19_qi16_0.json b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/test_leaky_relu_1x4x8x19_qi16_0.json
new file mode 100644
index 000000000..ed3ea0054
--- /dev/null
+++ b/frameworks/tflite/operators/leaky_relu_1x4x8x19_qi16_0/test_leaky_relu_1x4x8x19_qi16_0.json
@@ -0,0 +1,223 @@
+{
+  version: {
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+    _minor: 30,
+    _patch: 0,
+    _draft: false
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+          attribute_type: "NONE",
+          inputs: [
+
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+        },
+        {
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+          attribute_type: "RescaleAttribute",
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+          type: "INT32",
+          data: [
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+          ]
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+        {
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+            4,
+            8,
+            19
+          ],
+          type: "BOOL",
+          data: [
+
+          ]
+        },
+        {
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+            19
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+          type: "INT16",
+          data: [
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+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/logistic_13x21x3_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/logistic_13x21x3_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..dbe4e24e2
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_13x21x3_qu8/Conformance-TosaOutput_0.json
@@ -0,0 +1,1396 @@
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diff --git a/frameworks/tflite/operators/logistic_13x21x3_qu8/desc.json b/frameworks/tflite/operators/logistic_13x21x3_qu8/desc.json
new file mode 100644
index 000000000..63d9cded9
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_13x21x3_qu8/desc.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
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new file mode 100644
index 000000000..89c6435e9
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_13x21x3_qu8/model-tflite.json
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diff --git a/frameworks/tflite/operators/logistic_13x21x3_qu8/test_sigmoid_13x21x3_qu8.json b/frameworks/tflite/operators/logistic_13x21x3_qu8/test_sigmoid_13x21x3_qu8.json
new file mode 100644
index 000000000..93b69d160
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_13x21x3_qu8/test_sigmoid_13x21x3_qu8.json
@@ -0,0 +1,732 @@
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+      outputs: [
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+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/logistic_1x8x4x17_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..4bc7f7a17
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/logistic_1x8x4x17_qi8/desc.json b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/desc.json
new file mode 100644
index 000000000..c2605e550
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_sigmoid_1x8x4x17_qi8.json",
+  "ifm_name": [
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+  "ifm_file": [
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+  ],
+  "ofm_name": [
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+  ],
+  "ofm_file": [
+    "output_0.npy"
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+  "expected_failure": false,
+  "expected_result_file": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/logistic_1x8x4x17_qi8/model-tflite.json b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/model-tflite.json
new file mode 100644
index 000000000..d2a5c3e3f
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/model-tflite.json
@@ -0,0 +1,229 @@
+{
+  version: 3,
+  operator_codes: [
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diff --git a/frameworks/tflite/operators/logistic_1x8x4x17_qi8/placeholder_0.json b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/placeholder_0.json
new file mode 100644
index 000000000..1d6efd1b8
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/placeholder_0.json
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diff --git a/frameworks/tflite/operators/logistic_1x8x4x17_qi8/test_sigmoid_1x8x4x17_qi8.json b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/test_sigmoid_1x8x4x17_qi8.json
new file mode 100644
index 000000000..f2fc7bcc2
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/test_sigmoid_1x8x4x17_qi8.json
@@ -0,0 +1,594 @@
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diff --git a/frameworks/tflite/operators/logistic_64_qi16/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/logistic_64_qi16/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..c0dbbbd3d
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_64_qi16/Conformance-TosaOutput_0.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/logistic_64_qi16/desc.json b/frameworks/tflite/operators/logistic_64_qi16/desc.json
new file mode 100644
index 000000000..23cc62440
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_64_qi16/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_sigmoid_64_qi16.json",
+  "ifm_name": [
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+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/logistic_64_qi16/model-tflite.json b/frameworks/tflite/operators/logistic_64_qi16/model-tflite.json
new file mode 100644
index 000000000..a1e518007
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_64_qi16/model-tflite.json
@@ -0,0 +1,229 @@
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diff --git a/frameworks/tflite/operators/logistic_64_qi16/placeholder_0.json b/frameworks/tflite/operators/logistic_64_qi16/placeholder_0.json
new file mode 100644
index 000000000..a2578c2e9
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_64_qi16/placeholder_0.json
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new file mode 100644
index 000000000..f91d93cec
--- /dev/null
+++ b/frameworks/tflite/operators/logistic_64_qi16/test_sigmoid_64_qi16.json
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+      outputs: [
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+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..a8c5a0f7d
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/Conformance-TosaOutput_0.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/desc.json b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/desc.json
new file mode 100644
index 000000000..4e3bfbb00
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/desc.json
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\ No newline at end of file
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new file mode 100644
index 000000000..20f36289c
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/model-tflite.json
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new file mode 100644
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/test_max_pool2d_1x32x32x8_qi8_st12_padVALID_kern22.json b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/test_max_pool2d_1x32x32x8_qi8_st12_padVALID_kern22.json
new file mode 100644
index 000000000..19bd46e0d
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/test_max_pool2d_1x32x32x8_qi8_st12_padVALID_kern22.json
@@ -0,0 +1,77 @@
+{
+  version: {
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..805997051
--- /dev/null
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json
new file mode 100644
index 000000000..051ab9428
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/desc.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json
new file mode 100644
index 000000000..b60f2eaed
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/model-tflite.json
@@ -0,0 +1,237 @@
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new file mode 100644
index 000000000..805997051
--- /dev/null
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_max_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_max_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json
new file mode 100644
index 000000000..4ff428ef5
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qi8_st11_padSAME_kern11/test_max_pool2d_1x4x4x4_qi8_st11_padSAME_kern11.json
@@ -0,0 +1,77 @@
+{
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+  ]
+}
diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..757dd7984
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/Conformance-TosaOutput_0.json
@@ -0,0 +1,35 @@
+{
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/desc.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/desc.json
new file mode 100644
index 000000000..62b80de31
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/desc.json
@@ -0,0 +1,19 @@
+{
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+  "ofm_file": [
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+  "expected_result_file": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/model-tflite.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/model-tflite.json
new file mode 100644
index 000000000..7d73e3b38
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/model-tflite.json
@@ -0,0 +1,312 @@
+{
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/test_max_pool2d_1x4x4x4_qu8_st22_padVALID_kern22.json b/frameworks/tflite/operators/max_pool_2d_1x4x4x4_qu8_st22_padVALID_kern22/test_max_pool2d_1x4x4x4_qu8_st22_padVALID_kern22.json
new file mode 100644
index 000000000..6e73865a1
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new file mode 100644
index 000000000..27680f754
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/desc.json b/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/desc.json
new file mode 100644
index 000000000..d1b5e4a1c
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/desc.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/model-tflite.json b/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/model-tflite.json
new file mode 100644
index 000000000..8465b9ce9
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+++ b/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/model-tflite.json
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/placeholder_0.json b/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/placeholder_0.json
new file mode 100644
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/test_max_pool2d_1x4x8x19_qu8_st21_padVALID_kern22.json b/frameworks/tflite/operators/max_pool_2d_1x4x8x19_qu8_st21_padVALID_kern22/test_max_pool2d_1x4x8x19_qu8_st21_padVALID_kern22.json
new file mode 100644
index 000000000..e188c8479
--- /dev/null
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..2d2927a96
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/desc.json b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/desc.json
new file mode 100644
index 000000000..e59559886
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/desc.json
@@ -0,0 +1,19 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/model-tflite.json b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/model-tflite.json
new file mode 100644
index 000000000..c231c7382
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/model-tflite.json
@@ -0,0 +1,312 @@
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/placeholder_0.json b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/placeholder_0.json
new file mode 100644
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diff --git a/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_max_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_max_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json
new file mode 100644
index 000000000..7edbaaa45
--- /dev/null
+++ b/frameworks/tflite/operators/max_pool_2d_1x8x4x17_qu8_st21_padVALID_kern21/test_max_pool2d_1x8x4x17_qu8_st21_padVALID_kern21.json
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+{
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+    _patch: 0,
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+}
diff --git a/frameworks/tflite/operators/minimum_1x4x4x4_i32/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/minimum_1x4x4x4_i32/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..e2033d760
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/Conformance-TosaOutput_0.json
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+          -94,
+          -67
+        ],
+        [
+          73,
+          -67,
+          -85,
+          11
+        ],
+        [
+          -84,
+          -51,
+          10,
+          -29
+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_1x4x4x4_i32/desc.json b/frameworks/tflite/operators/minimum_1x4x4x4_i32/desc.json
new file mode 100644
index 000000000..f23198bb7
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test_min_1x4x4x4_i32.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_1x4x4x4_i32/model-tflite.json b/frameworks/tflite/operators/minimum_1x4x4x4_i32/model-tflite.json
new file mode 100644
index 000000000..9b1a64669
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/model-tflite.json
@@ -0,0 +1,237 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 57,
+      version: 1,
+      builtin_code: "MINIMUM"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "serving_default_placeholder_1:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0,
+        1
+      ],
+      outputs: [
+        2
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "NONE",
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+      data: [
+        49,
+        46,
+        49,
+        52,
+        46,
+        48,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0
+      ]
+    },
+    {
+      data: [
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+        3,
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+        5,
+        0,
+        0,
+        0,
+        50,
+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        },
+        {
+          name: "placeholder_1",
+          tensor_index: 1
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/minimum_1x4x4x4_i32/placeholder_0.json b/frameworks/tflite/operators/minimum_1x4x4x4_i32/placeholder_0.json
new file mode 100644
index 000000000..f91efc18e
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/placeholder_0.json
@@ -0,0 +1,111 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      [
+        [
+          -118,
+          91,
+          -42,
+          26
+        ],
+        [
+          9,
+          94,
+          39,
+          -15
+        ],
+        [
+          17,
+          -20,
+          21,
+          -105
+        ],
+        [
+          -23,
+          30,
+          -96,
+          -76
+        ]
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+        [
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+          4,
+          19,
+          15
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+          55,
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+          56,
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+          123,
+          109,
+          23,
+          74
+        ],
+        [
+          52,
+          -35,
+          20,
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+        ]
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+        [
+          18,
+          25,
+          -73,
+          53
+        ],
+        [
+          -10,
+          -36,
+          36,
+          -77
+        ],
+        [
+          -42,
+          -111,
+          -95,
+          54
+        ],
+        [
+          15,
+          67,
+          -60,
+          -17
+        ]
+      ],
+      [
+        [
+          -23,
+          -86,
+          -72,
+          88
+        ],
+        [
+          117,
+          43,
+          2,
+          107
+        ],
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+          126,
+          -24,
+          -85,
+          14
+        ],
+        [
+          -84,
+          -51,
+          10,
+          -29
+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_1x4x4x4_i32/placeholder_1.json b/frameworks/tflite/operators/minimum_1x4x4x4_i32/placeholder_1.json
new file mode 100644
index 000000000..d07614246
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/placeholder_1.json
@@ -0,0 +1,111 @@
+{
+  "type": "int32",
+  "data": [
+    [
+      [
+        [
+          -93,
+          -52,
+          -22,
+          113
+        ],
+        [
+          -92,
+          -127,
+          73,
+          -23
+        ],
+        [
+          -40,
+          94,
+          -98,
+          79
+        ],
+        [
+          -50,
+          18,
+          92,
+          -56
+        ]
+      ],
+      [
+        [
+          -126,
+          -64,
+          64,
+          -73
+        ],
+        [
+          111,
+          -97,
+          -120,
+          92
+        ],
+        [
+          83,
+          44,
+          50,
+          95
+        ],
+        [
+          38,
+          100,
+          -29,
+          110
+        ]
+      ],
+      [
+        [
+          8,
+          80,
+          -1,
+          -77
+        ],
+        [
+          -127,
+          73,
+          -67,
+          70
+        ],
+        [
+          63,
+          103,
+          70,
+          -85
+        ],
+        [
+          52,
+          -34,
+          -61,
+          53
+        ]
+      ],
+      [
+        [
+          -23,
+          51,
+          -64,
+          -9
+        ],
+        [
+          48,
+          -92,
+          -94,
+          -67
+        ],
+        [
+          73,
+          -67,
+          -69,
+          11
+        ],
+        [
+          67,
+          -43,
+          112,
+          -19
+        ]
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_1x4x4x4_i32/test_min_1x4x4x4_i32.json b/frameworks/tflite/operators/minimum_1x4x4x4_i32/test_min_1x4x4x4_i32.json
new file mode 100644
index 000000000..3f0f4973f
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/test_min_1x4x4x4_i32.json
@@ -0,0 +1,74 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "MINIMUM",
+          attribute_type: "NONE",
+          inputs: [
+            "TosaInput_0",
+            "TosaInput_1"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/minimum_64_i32/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/minimum_64_i32/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..36dac176c
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_64_i32/Conformance-TosaOutput_0.json
@@ -0,0 +1,69 @@
+{
+  "type": "int32",
+  "data": [
+    -101,
+    -118,
+    -29,
+    -42,
+    -29,
+    -29,
+    -29,
+    -29,
+    -29,
+    -29,
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+    -29,
+    -29,
+    -29,
+    -29,
+    -35,
+    -29,
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+    -29,
+    -29,
+    -73,
+    -29,
+    -29,
+    -36,
+    -29,
+    -77,
+    -42,
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+    -29,
+    -29,
+    -29,
+    -60,
+    -29,
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+    -86,
+    -72,
+    -29,
+    -29,
+    -29,
+    -29,
+    -29,
+    -29,
+    -29,
+    -85,
+    -29,
+    -84,
+    -51,
+    -29
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_64_i32/desc.json b/frameworks/tflite/operators/minimum_64_i32/desc.json
new file mode 100644
index 000000000..eaad4255b
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_64_i32/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test_min_64_i32.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_64_i32/model-tflite.json b/frameworks/tflite/operators/minimum_64_i32/model-tflite.json
new file mode 100644
index 000000000..ecc745590
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_64_i32/model-tflite.json
@@ -0,0 +1,228 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 57,
+      version: 1,
+      builtin_code: "MINIMUM"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            64
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "serving_default_placeholder_1:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            64
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0,
+        1
+      ],
+      outputs: [
+        2
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "NONE",
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+      data: [
+        49,
+        46,
+        49,
+        52,
+        46,
+        48,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0
+      ]
+    },
+    {
+      data: [
+        12,
+        0,
+        0,
+        0,
+        8,
+        0,
+        14,
+        0,
+        8,
+        0,
+        4,
+        0,
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+        16,
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+        0,
+        0,
+        36,
+        0,
+        0,
+        0,
+        0,
+        0,
+        6,
+        0,
+        8,
+        0,
+        4,
+        0,
+        6,
+        0,
+        0,
+        0,
+        4,
+        0,
+        0,
+        0,
+        0,
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+        0,
+        0,
+        0,
+        0,
+        10,
+        0,
+        16,
+        0,
+        12,
+        0,
+        8,
+        0,
+        4,
+        0,
+        10,
+        0,
+        0,
+        0,
+        3,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        0,
+        4,
+        0,
+        0,
+        0,
+        5,
+        0,
+        0,
+        0,
+        50,
+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        },
+        {
+          name: "placeholder_1",
+          tensor_index: 1
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/minimum_64_i32/placeholder_0.json b/frameworks/tflite/operators/minimum_64_i32/placeholder_0.json
new file mode 100644
index 000000000..c872914cb
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_64_i32/placeholder_0.json
@@ -0,0 +1,69 @@
+{
+  "type": "int32",
+  "data": [
+    -101,
+    -118,
+    91,
+    -42,
+    26,
+    9,
+    94,
+    39,
+    -15,
+    17,
+    -20,
+    21,
+    -105,
+    -23,
+    30,
+    -96,
+    -76,
+    -64,
+    4,
+    19,
+    15,
+    55,
+    -21,
+    56,
+    -73,
+    123,
+    109,
+    23,
+    74,
+    52,
+    -35,
+    20,
+    -88,
+    18,
+    25,
+    -73,
+    53,
+    -10,
+    -36,
+    36,
+    -77,
+    -42,
+    -111,
+    -95,
+    54,
+    15,
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+    -60,
+    -17,
+    -23,
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+    -72,
+    88,
+    117,
+    43,
+    2,
+    107,
+    126,
+    -24,
+    -85,
+    14,
+    -84,
+    -51,
+    10
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_64_i32/placeholder_1.json b/frameworks/tflite/operators/minimum_64_i32/placeholder_1.json
new file mode 100644
index 000000000..bc0ae9788
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_64_i32/placeholder_1.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    -29
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/minimum_64_i32/test_min_64_i32.json b/frameworks/tflite/operators/minimum_64_i32/test_min_64_i32.json
new file mode 100644
index 000000000..ebb9d9199
--- /dev/null
+++ b/frameworks/tflite/operators/minimum_64_i32/test_min_64_i32.json
@@ -0,0 +1,65 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "MINIMUM",
+          attribute_type: "NONE",
+          inputs: [
+            "TosaInput_0",
+            "TosaInput_1"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            64
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            1
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            64
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/mul_13x21x3_qi16/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/mul_13x21x3_qi16/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..204766bb3
--- /dev/null
+++ b/frameworks/tflite/operators/mul_13x21x3_qi16/Conformance-TosaOutput_0.json
@@ -0,0 +1,1396 @@
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diff --git a/frameworks/tflite/operators/mul_13x21x3_qi16/desc.json b/frameworks/tflite/operators/mul_13x21x3_qi16/desc.json
new file mode 100644
index 000000000..5ec251d53
--- /dev/null
+++ b/frameworks/tflite/operators/mul_13x21x3_qi16/desc.json
@@ -0,0 +1,21 @@
+{
+  "tosa_file": "test_mul_13x21x3_qi16.json",
+  "ifm_name": [
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+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
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new file mode 100644
index 000000000..747058230
--- /dev/null
+++ b/frameworks/tflite/operators/mul_13x21x3_qi16/model-tflite.json
@@ -0,0 +1,277 @@
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new file mode 100644
index 000000000..cc4e99de1
--- /dev/null
+++ b/frameworks/tflite/operators/mul_13x21x3_qi16/placeholder_0.json
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diff --git a/frameworks/tflite/operators/mul_13x21x3_qi16/placeholder_1.json b/frameworks/tflite/operators/mul_13x21x3_qi16/placeholder_1.json
new file mode 100644
index 000000000..2f3134f5c
--- /dev/null
+++ b/frameworks/tflite/operators/mul_13x21x3_qi16/placeholder_1.json
@@ -0,0 +1,96 @@
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+}
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diff --git a/frameworks/tflite/operators/mul_13x21x3_qi16/test_mul_13x21x3_qi16.json b/frameworks/tflite/operators/mul_13x21x3_qi16/test_mul_13x21x3_qi16.json
new file mode 100644
index 000000000..110cec9b0
--- /dev/null
+++ b/frameworks/tflite/operators/mul_13x21x3_qi16/test_mul_13x21x3_qi16.json
@@ -0,0 +1,179 @@
+{
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+    _minor: 30,
+    _patch: 0,
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+          attribute: {
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+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/mul_1x4x8x19_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/mul_1x4x8x19_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..cc9157167
--- /dev/null
+++ b/frameworks/tflite/operators/mul_1x4x8x19_qu8/Conformance-TosaOutput_0.json
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new file mode 100644
index 000000000..1cf690c2d
--- /dev/null
+++ b/frameworks/tflite/operators/mul_1x4x8x19_qu8/desc.json
@@ -0,0 +1,21 @@
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\ No newline at end of file
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new file mode 100644
index 000000000..7f3b0dc98
--- /dev/null
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diff --git a/frameworks/tflite/operators/mul_1x4x8x19_qu8/placeholder_1.json b/frameworks/tflite/operators/mul_1x4x8x19_qu8/placeholder_1.json
new file mode 100644
index 000000000..680504045
--- /dev/null
+++ b/frameworks/tflite/operators/mul_1x4x8x19_qu8/placeholder_1.json
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diff --git a/frameworks/tflite/operators/mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json b/frameworks/tflite/operators/mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json
new file mode 100644
index 000000000..cb238fe64
--- /dev/null
+++ b/frameworks/tflite/operators/mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json
@@ -0,0 +1,401 @@
+{
+  version: {
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+    _minor: 30,
+    _patch: 0,
+    _draft: false
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+}
diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..3716ccc4d
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/desc.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/desc.json
new file mode 100644
index 000000000..d2b52d2bd
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/desc.json
@@ -0,0 +1,25 @@
+{
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+  "expected_failure": false,
+  "expected_result_file": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/model-tflite.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/model-tflite.json
new file mode 100644
index 000000000..6c56fdb50
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/model-tflite.json
@@ -0,0 +1,285 @@
+{
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diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_0.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_0.json
new file mode 100644
index 000000000..8c4e9b326
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_1.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_1.json
new file mode 100644
index 000000000..6f6a162d6
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_1.json
@@ -0,0 +1,1396 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_2.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_2.json
new file mode 100644
index 000000000..4421c117c
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_2.json
@@ -0,0 +1,1396 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_3.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_3.json
new file mode 100644
index 000000000..7ca0d1622
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/placeholder_3.json
@@ -0,0 +1,1396 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_13x21x3_i32_axis0/test_stack_13x21x3_i32_axis0.json b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/test_stack_13x21x3_i32_axis0.json
new file mode 100644
index 000000000..8fdbc1473
--- /dev/null
+++ b/frameworks/tflite/operators/pack_13x21x3_i32_axis0/test_stack_13x21x3_i32_axis0.json
@@ -0,0 +1,133 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 0
+          },
+          inputs: [
+            "TosaInput_1",
+            "TosaInput_3",
+            "TosaInput_2",
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "RESHAPE",
+          attribute_type: "ReshapeAttribute",
+          attribute: {
+            new_shape: [
+              4,
+              13,
+              21,
+              3
+            ]
+          },
+          inputs: [
+            "layer_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_1",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_2",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaInput_3",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            4,
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_0",
+          shape: [
+            52,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1",
+        "TosaInput_2",
+        "TosaInput_3"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/pack_14x19_i32_axis1/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/pack_14x19_i32_axis1/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..3ce853a7e
--- /dev/null
+++ b/frameworks/tflite/operators/pack_14x19_i32_axis1/Conformance-TosaOutput_0.json
@@ -0,0 +1,1209 @@
+{
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_14x19_i32_axis1/desc.json b/frameworks/tflite/operators/pack_14x19_i32_axis1/desc.json
new file mode 100644
index 000000000..249c58939
--- /dev/null
+++ b/frameworks/tflite/operators/pack_14x19_i32_axis1/desc.json
@@ -0,0 +1,25 @@
+{
+  "tosa_file": "test_stack_14x19_i32_axis1.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1",
+    "TosaInput_2",
+    "TosaInput_3"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy",
+    "placeholder_2.npy",
+    "placeholder_3.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_14x19_i32_axis1/model-tflite.json b/frameworks/tflite/operators/pack_14x19_i32_axis1/model-tflite.json
new file mode 100644
index 000000000..242b2115f
--- /dev/null
+++ b/frameworks/tflite/operators/pack_14x19_i32_axis1/model-tflite.json
@@ -0,0 +1,280 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 83,
+      version: 1,
+      builtin_code: "PACK"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_3:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "serving_default_placeholder_2:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
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+            19
+          ],
+          type: "INT32",
+          buffer: 4,
+          name: "serving_default_placeholder_1:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
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+            4,
+            19
+          ],
+          type: "INT32",
+          buffer: 5,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0,
+        1,
+        2,
+        3
+      ],
+      outputs: [
+        4
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            1,
+            3,
+            2,
+            0
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_14x19_i32_axis1/test_stack_14x19_i32_axis1.json b/frameworks/tflite/operators/pack_14x19_i32_axis1/test_stack_14x19_i32_axis1.json
new file mode 100644
index 000000000..5f485a721
--- /dev/null
+++ b/frameworks/tflite/operators/pack_14x19_i32_axis1/test_stack_14x19_i32_axis1.json
@@ -0,0 +1,126 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 1
+          },
+          inputs: [
+            "TosaInput_1",
+            "TosaInput_3",
+            "TosaInput_2",
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "RESHAPE",
+          attribute_type: "ReshapeAttribute",
+          attribute: {
+            new_shape: [
+              14,
+              4,
+              19
+            ]
+          },
+          inputs: [
+            "layer_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
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+            19
+          ],
+          type: "INT32",
+          data: [
+
+          ]
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+          type: "INT32",
+          data: [
+
+          ]
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+        {
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+          ],
+          type: "INT32",
+          data: [
+
+          ]
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+        {
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+          shape: [
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+          ],
+          type: "INT32",
+          data: [
+
+          ]
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+        {
+          name: "TosaOutput_0",
+          shape: [
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+            4,
+            19
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_0",
+          shape: [
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+            76
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1",
+        "TosaInput_2",
+        "TosaInput_3"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..9efe9b7ac
--- /dev/null
+++ b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/Conformance-TosaOutput_0.json
@@ -0,0 +1,2233 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/desc.json b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/desc.json
new file mode 100644
index 000000000..4cdb41c78
--- /dev/null
+++ b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/desc.json
@@ -0,0 +1,25 @@
+{
+  "tosa_file": "test_stack_1x7x7x9_i32_axis2.json",
+  "ifm_name": [
+    "TosaInput_0",
+    "TosaInput_1",
+    "TosaInput_2",
+    "TosaInput_3"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy",
+    "placeholder_1.npy",
+    "placeholder_2.npy",
+    "placeholder_3.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
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new file mode 100644
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new file mode 100644
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diff --git a/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/placeholder_2.json b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/placeholder_2.json
new file mode 100644
index 000000000..c1071d0a6
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diff --git a/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/placeholder_3.json b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/placeholder_3.json
new file mode 100644
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+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/test_stack_1x7x7x9_i32_axis2.json b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/test_stack_1x7x7x9_i32_axis2.json
new file mode 100644
index 000000000..8f2fbbd20
--- /dev/null
+++ b/frameworks/tflite/operators/pack_1x7x7x9_i32_axis2/test_stack_1x7x7x9_i32_axis2.json
@@ -0,0 +1,140 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONCAT",
+          attribute_type: "AxisAttribute",
+          attribute: {
+            axis: 2
+          },
+          inputs: [
+            "TosaInput_1",
+            "TosaInput_3",
+            "TosaInput_2",
+            "TosaInput_0"
+          ],
+          outputs: [
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+          ]
+        },
+        {
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+          attribute_type: "ReshapeAttribute",
+          attribute: {
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+              7,
+              9
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+          },
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+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
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+            7,
+            7,
+            9
+          ],
+          type: "INT32",
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+          ]
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+            7,
+            9
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+          type: "INT32",
+          data: [
+
+          ]
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+        {
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+          shape: [
+            1,
+            7,
+            4,
+            7,
+            9
+          ],
+          type: "INT32",
+          data: [
+
+          ]
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+        {
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+            9
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+          type: "INT32",
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+          ]
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+      inputs: [
+        "TosaInput_0",
+        "TosaInput_1",
+        "TosaInput_2",
+        "TosaInput_3"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..4da33d3d8
--- /dev/null
+++ b/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/Conformance-TosaOutput_0.json
@@ -0,0 +1,3351 @@
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new file mode 100644
index 000000000..86c6a52a2
--- /dev/null
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\ No newline at end of file
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new file mode 100644
index 000000000..41a33419d
--- /dev/null
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new file mode 100644
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diff --git a/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/placeholder_3.json b/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/placeholder_3.json
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diff --git a/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/test_stack_1x8x4x17_i32_axis4.json b/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/test_stack_1x8x4x17_i32_axis4.json
new file mode 100644
index 000000000..05721fb5e
--- /dev/null
+++ b/frameworks/tflite/operators/pack_1x8x4x17_i32_axis4/test_stack_1x8x4x17_i32_axis4.json
@@ -0,0 +1,216 @@
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+        "TosaInput_2",
+        "TosaInput_3"
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+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..6e7f7c3c4
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/Conformance-TosaOutput_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/desc.json b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/desc.json
new file mode 100644
index 000000000..1d7730beb
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_reshape_13x21x3_i32_rank3.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/model-tflite.json b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/model-tflite.json
new file mode 100644
index 000000000..597ce02dd
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/model-tflite.json
@@ -0,0 +1,246 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 22,
+      version: 1,
+      builtin_code: "RESHAPE"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            4
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "Reshape/shape",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            7,
+            3,
+            3,
+            13
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0
+      ],
+      outputs: [
+        2
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "NONE",
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
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diff --git a/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/placeholder_0.json b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/placeholder_0.json
new file mode 100644
index 000000000..49eb4ae8d
--- /dev/null
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/test_reshape_13x21x3_i32_rank3.json b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/test_reshape_13x21x3_i32_rank3.json
new file mode 100644
index 000000000..e12847ee2
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_13x21x3_i32_rank3/test_reshape_13x21x3_i32_rank3.json
@@ -0,0 +1,66 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "RESHAPE",
+          attribute_type: "ReshapeAttribute",
+          attribute: {
+            new_shape: [
+              7,
+              3,
+              3,
+              13
+            ]
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            7,
+            3,
+            3,
+            13
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/reshape_14x19_i32_rank1/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/reshape_14x19_i32_rank1/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..34a5d63bb
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_14x19_i32_rank1/Conformance-TosaOutput_0.json
@@ -0,0 +1,275 @@
+{
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_14x19_i32_rank1/desc.json b/frameworks/tflite/operators/reshape_14x19_i32_rank1/desc.json
new file mode 100644
index 000000000..80b6e2a76
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_14x19_i32_rank1/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_reshape_14x19_i32_rank1.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_14x19_i32_rank1/model-tflite.json b/frameworks/tflite/operators/reshape_14x19_i32_rank1/model-tflite.json
new file mode 100644
index 000000000..6c4c1990e
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_14x19_i32_rank1/model-tflite.json
@@ -0,0 +1,235 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 22,
+      version: 1,
+      builtin_code: "RESHAPE"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            2
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "Reshape/shape",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            2,
+            133
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0
+      ],
+      outputs: [
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+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "NONE",
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+      data: [
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+        57,
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+        48,
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+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/reshape_14x19_i32_rank1/placeholder_0.json b/frameworks/tflite/operators/reshape_14x19_i32_rank1/placeholder_0.json
new file mode 100644
index 000000000..fc25eeea3
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_14x19_i32_rank1/placeholder_0.json
@@ -0,0 +1,299 @@
+{
+  "type": "int32",
+  "data": [
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+    ],
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+    ],
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+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_14x19_i32_rank1/test_reshape_14x19_i32_rank1.json b/frameworks/tflite/operators/reshape_14x19_i32_rank1/test_reshape_14x19_i32_rank1.json
new file mode 100644
index 000000000..e66367013
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_14x19_i32_rank1/test_reshape_14x19_i32_rank1.json
@@ -0,0 +1,61 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "RESHAPE",
+          attribute_type: "ReshapeAttribute",
+          attribute: {
+            new_shape: [
+              2,
+              133
+            ]
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            2,
+            133
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..1637db3b8
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/desc.json b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/desc.json
new file mode 100644
index 000000000..0ed4768a4
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/desc.json
@@ -0,0 +1,19 @@
+{
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+  "expected_failure": false,
+  "expected_result_file": [
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+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/model-tflite.json b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/model-tflite.json
new file mode 100644
index 000000000..a88160be8
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/model-tflite.json
@@ -0,0 +1,242 @@
+{
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+      version: 1,
+      builtin_code: "RESHAPE"
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+          name: "serving_default_placeholder_0:0",
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diff --git a/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/placeholder_0.json b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/placeholder_0.json
new file mode 100644
index 000000000..43a185569
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/placeholder_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/test_reshape_1x32x32x8_i32_rank2.json b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/test_reshape_1x32x32x8_i32_rank2.json
new file mode 100644
index 000000000..b8945f308
--- /dev/null
+++ b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/test_reshape_1x32x32x8_i32_rank2.json
@@ -0,0 +1,65 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "RESHAPE",
+          attribute_type: "ReshapeAttribute",
+          attribute: {
+            new_shape: [
+              8,
+              8,
+              128
+            ]
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            8,
+            8,
+            128
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..d88ac8c5c
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/Conformance-TosaOutput_0.json
@@ -0,0 +1,41095 @@
+{
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diff --git a/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/desc.json b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/desc.json
new file mode 100644
index 000000000..5b3e14f0a
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_resize_bilinear_1x32x32x8_qi16.json",
+  "ifm_name": [
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+  ],
+  "ifm_file": [
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+  ],
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+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/model-tflite.json b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/model-tflite.json
new file mode 100644
index 000000000..9d3f0d30e
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/model-tflite.json
@@ -0,0 +1,271 @@
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diff --git a/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/placeholder_0.json b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/placeholder_0.json
new file mode 100644
index 000000000..637515e2a
--- /dev/null
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/test_resize_bilinear_1x32x32x8_qi16.json b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/test_resize_bilinear_1x32x32x8_qi16.json
new file mode 100644
index 000000000..7bd85641e
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/test_resize_bilinear_1x32x32x8_qi16.json
@@ -0,0 +1,119 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
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+          attribute_type: "ResizeAttribute",
+          attribute: {
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+            stride: [
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+              512
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+              0.0
+            ],
+            mode: "BILINEAR"
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
+            input_zp: 0,
+            output_zp: 0,
+            multiplier: [
+              16384
+            ],
+            shift: [
+              34
+            ],
+            scale32: false,
+            double_round: false,
+            per_channel: false
+          },
+          inputs: [
+            "layer_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            32,
+            32,
+            8
+          ],
+          type: "INT16",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            1,
+            64,
+            64,
+            8
+          ],
+          type: "INT16",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_0",
+          shape: [
+            1,
+            64,
+            64,
+            8
+          ],
+          type: "INT48",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..9362a41e5
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/Conformance-TosaOutput_0.json
@@ -0,0 +1,407 @@
+{
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/desc.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/desc.json
new file mode 100644
index 000000000..ba69705bf
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_resize_bilinear_1x4x4x4_qi8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/model-tflite.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/model-tflite.json
new file mode 100644
index 000000000..e651b34c8
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/model-tflite.json
@@ -0,0 +1,259 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 23,
+      version: 3,
+      builtin_code: "RESIZE_BILINEAR"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT8",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            scale: [
+              0.015684
+            ],
+            zero_point: [
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+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            2
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "resize/size",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1,
+            8,
+            8,
+            4
+          ],
+          type: "INT8",
+          buffer: 3,
+          name: "PartitionedCall:0",
+          quantization: {
+            scale: [
+              0.015684
+            ],
+            zero_point: [
+              0
+            ],
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0
+      ],
+      outputs: [
+        2
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1
+          ],
+          outputs: [
+            2
+          ],
+          builtin_options_type: "ResizeBilinearOptions",
+          builtin_options: {
+            align_corners: false,
+            half_pixel_centers: true
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+      data: [
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+        0,
+        0,
+        0,
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+      ]
+    },
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+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
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+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 4
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 5
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 2
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/placeholder_0.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/placeholder_0.json
new file mode 100644
index 000000000..fd2006265
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/placeholder_0.json
@@ -0,0 +1,111 @@
+{
+  "type": "int32",
+  "data": [
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+        ]
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+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json
new file mode 100644
index 000000000..ba109037c
--- /dev/null
+++ b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json
@@ -0,0 +1,119 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "RESIZE",
+          attribute_type: "ResizeAttribute",
+          attribute: {
+            output_size: [
+              8,
+              8
+            ],
+            stride: [
+              512,
+              512
+            ],
+            offset: [
+              -256,
+              -256
+            ],
+            shift: 10,
+            stride_fp: [
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+              0.0
+            ],
+            offset_fp: [
+              0.0,
+              0.0
+            ],
+            mode: "BILINEAR"
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "RESCALE",
+          attribute_type: "RescaleAttribute",
+          attribute: {
+            input_zp: 0,
+            output_zp: 0,
+            multiplier: [
+              1073741824
+            ],
+            shift: [
+              50
+            ],
+            scale32: true,
+            double_round: false,
+            per_channel: false
+          },
+          inputs: [
+            "layer_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            1,
+            4,
+            4,
+            4
+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            1,
+            8,
+            8,
+            4
+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_0",
+          shape: [
+            1,
+            8,
+            8,
+            4
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
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+}
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..1e96d0af1
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/Conformance-TosaOutput_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/desc.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/desc.json
new file mode 100644
index 000000000..d5a4b0ffd
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_resize_nearest_1x4x8x19_qu8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/model-tflite.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/model-tflite.json
new file mode 100644
index 000000000..20400aef6
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/model-tflite.json
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diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/placeholder_0.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/placeholder_0.json
new file mode 100644
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/test_resize_nearest_1x4x8x19_qu8.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/test_resize_nearest_1x4x8x19_qu8.json
new file mode 100644
index 000000000..c889fb7e9
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x4x8x19_qu8/test_resize_nearest_1x4x8x19_qu8.json
@@ -0,0 +1,227 @@
+{
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+    _minor: 30,
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+        {
+          name: "layer_1",
+          shape: [
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+            4,
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+            19
+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_2",
+          shape: [
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+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        },
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+          ],
+          type: "INT8",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..c09315d20
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/Conformance-TosaOutput_0.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/desc.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/desc.json
new file mode 100644
index 000000000..ea40b730b
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_resize_nearest_1x8x4x17_qi8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/model-tflite.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/model-tflite.json
new file mode 100644
index 000000000..a1d9c5210
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/model-tflite.json
@@ -0,0 +1,259 @@
+{
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diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/placeholder_0.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/placeholder_0.json
new file mode 100644
index 000000000..ec068d98e
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diff --git a/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/test_resize_nearest_1x8x4x17_qi8.json b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/test_resize_nearest_1x8x4x17_qi8.json
new file mode 100644
index 000000000..58a5a2cd8
--- /dev/null
+++ b/frameworks/tflite/operators/resize_nearest_neighbor_1x8x4x17_qi8/test_resize_nearest_1x8x4x17_qi8.json
@@ -0,0 +1,83 @@
+{
+  version: {
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+    _minor: 30,
+    _patch: 0,
+    _draft: false
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+      operators: [
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+          attribute_type: "ResizeAttribute",
+          attribute: {
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+              512
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+          outputs: [
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+          ]
+        }
+      ],
+      tensors: [
+        {
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+          shape: [
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+            4,
+            17
+          ],
+          type: "INT8",
+          data: [
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+          ]
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+          ]
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+      outputs: [
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+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/softmax_14x19_qi16/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/softmax_14x19_qi16/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..39e7ca5a5
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_14x19_qi16/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/softmax_14x19_qi16/desc.json b/frameworks/tflite/operators/softmax_14x19_qi16/desc.json
new file mode 100644
index 000000000..76466c12b
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_14x19_qi16/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_softmax_14x19_qi16.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/softmax_14x19_qi16/model-tflite.json b/frameworks/tflite/operators/softmax_14x19_qi16/model-tflite.json
new file mode 100644
index 000000000..035afb0ca
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_14x19_qi16/model-tflite.json
@@ -0,0 +1,234 @@
+{
+  version: 3,
+  operator_codes: [
+    {
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+      version: 2,
+      builtin_code: "SOFTMAX"
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+          tensor_index: 1
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+      method_name: "serving_default",
+      subgraph_index: 0
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diff --git a/frameworks/tflite/operators/softmax_14x19_qi16/placeholder_0.json b/frameworks/tflite/operators/softmax_14x19_qi16/placeholder_0.json
new file mode 100644
index 000000000..2d97c358a
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_14x19_qi16/placeholder_0.json
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diff --git a/frameworks/tflite/operators/softmax_14x19_qi16/test_softmax_14x19_qi16.json b/frameworks/tflite/operators/softmax_14x19_qi16/test_softmax_14x19_qi16.json
new file mode 100644
index 000000000..901cc68e2
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_14x19_qi16/test_softmax_14x19_qi16.json
@@ -0,0 +1,3900 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
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+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_1"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_2"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_3"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_4"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
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+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
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+          ],
+          outputs: [
+            "layer_6"
+          ]
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+          attribute_type: "NONE",
+          inputs: [
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+          ],
+          outputs: [
+            "layer_7"
+          ]
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+          op: "CONST",
+          attribute_type: "NONE",
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+          ],
+          outputs: [
+            "layer_8"
+          ]
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+          attribute_type: "RescaleAttribute",
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+            double_round: false,
+            per_channel: false
+          },
+          inputs: [
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+          ],
+          outputs: [
+            "layer_9"
+          ]
+        },
+        {
+          op: "REDUCE_MAX",
+          attribute_type: "AxisAttribute",
+          attribute: {
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+          outputs: [
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+        {
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+          attribute_type: "NONE",
+          inputs: [
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+          inputs: [
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+        {
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+          shape: [
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+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/softmax_1_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/softmax_1_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..4a87be31d
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1_qi8/Conformance-TosaOutput_0.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    127
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/softmax_1_qi8/desc.json b/frameworks/tflite/operators/softmax_1_qi8/desc.json
new file mode 100644
index 000000000..2eb514134
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1_qi8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_softmax_1_qi8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/softmax_1_qi8/model-tflite.json b/frameworks/tflite/operators/softmax_1_qi8/model-tflite.json
new file mode 100644
index 000000000..efcbb862e
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1_qi8/model-tflite.json
@@ -0,0 +1,226 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 25,
+      version: 2,
+      builtin_code: "SOFTMAX"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            1
+          ],
+          type: "INT8",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            scale: [
+              0.015425
+            ],
+            zero_point: [
+              0
+            ],
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT8",
+          buffer: 2,
+          name: "PartitionedCall:0",
+          quantization: {
+            scale: [
+              0.003906
+            ],
+            zero_point: [
+              -128
+            ],
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0
+      ],
+      outputs: [
+        1
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0
+          ],
+          outputs: [
+            1
+          ],
+          builtin_options_type: "SoftmaxOptions",
+          builtin_options: {
+            beta: 1.0
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+    },
+    {
+      data: [
+        49,
+        46,
+        49,
+        52,
+        46,
+        48,
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+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0
+      ]
+    },
+    {
+      data: [
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+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 3
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 4
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 1
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/softmax_1_qi8/placeholder_0.json b/frameworks/tflite/operators/softmax_1_qi8/placeholder_0.json
new file mode 100644
index 000000000..58fa56ab2
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1_qi8/placeholder_0.json
@@ -0,0 +1,6 @@
+{
+  "type": "int32",
+  "data": [
+    1
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/softmax_1_qi8/test_softmax_1_qi8.json b/frameworks/tflite/operators/softmax_1_qi8/test_softmax_1_qi8.json
new file mode 100644
index 000000000..e975b0a24
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1_qi8/test_softmax_1_qi8.json
@@ -0,0 +1,4228 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_1"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_2"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_3"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_4"
+          ]
+        },
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
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diff --git a/frameworks/tflite/operators/softmax_1x32x32x8_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..cda2797a3
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/softmax_1x32x32x8_qu8/desc.json b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/desc.json
new file mode 100644
index 000000000..234e60327
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/desc.json
@@ -0,0 +1,19 @@
+{
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+  "expected_failure": false,
+  "expected_result_file": [
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/softmax_1x32x32x8_qu8/model-tflite.json b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/model-tflite.json
new file mode 100644
index 000000000..f19979533
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/model-tflite.json
@@ -0,0 +1,307 @@
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diff --git a/frameworks/tflite/operators/softmax_1x32x32x8_qu8/placeholder_0.json b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/placeholder_0.json
new file mode 100644
index 000000000..db58a2442
--- /dev/null
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diff --git a/frameworks/tflite/operators/softmax_1x32x32x8_qu8/test_softmax_1x32x32x8_qu8.json b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/test_softmax_1x32x32x8_qu8.json
new file mode 100644
index 000000000..c15586e69
--- /dev/null
+++ b/frameworks/tflite/operators/softmax_1x32x32x8_qu8/test_softmax_1x32x32x8_qu8.json
@@ -0,0 +1,4559 @@
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diff --git a/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..e7b62fc03
--- /dev/null
+++ b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/Conformance-TosaOutput_0.json
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diff --git a/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/desc.json b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/desc.json
new file mode 100644
index 000000000..3efb0f8ae
--- /dev/null
+++ b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/desc.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/model-tflite.json b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/model-tflite.json
new file mode 100644
index 000000000..c38a45c2b
--- /dev/null
+++ b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/model-tflite.json
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diff --git a/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/placeholder_0.json b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/placeholder_0.json
new file mode 100644
index 000000000..a4e56583e
--- /dev/null
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diff --git a/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/test_split_13x21x3_i32_splitv_axis0.json b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/test_split_13x21x3_i32_splitv_axis0.json
new file mode 100644
index 000000000..d002b0321
--- /dev/null
+++ b/frameworks/tflite/operators/split_13x21x3_i32_splitv_axis0/test_split_13x21x3_i32_splitv_axis0.json
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diff --git a/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..f7b8c8480
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/Conformance-TosaOutput_0.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/desc.json b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/desc.json
new file mode 100644
index 000000000..0bd6df4ab
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/desc.json
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/model-tflite.json b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/model-tflite.json
new file mode 100644
index 000000000..d4d1abf40
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/model-tflite.json
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diff --git a/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/placeholder_0.json b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/placeholder_0.json
new file mode 100644
index 000000000..c115c3dc7
--- /dev/null
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/test_split_1x32x32x8_i32_split4_axis2.json b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/test_split_1x32x32x8_i32_split4_axis2.json
new file mode 100644
index 000000000..b53ef09d0
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x32x32x8_i32_split4_axis2/test_split_1x32x32x8_i32_split4_axis2.json
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diff --git a/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..7d41f5f83
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/Conformance-TosaOutput_0.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/desc.json b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/desc.json
new file mode 100644
index 000000000..7efdecbbc
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/desc.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/model-tflite.json b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/model-tflite.json
new file mode 100644
index 000000000..7f6de17fe
--- /dev/null
+++ b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/model-tflite.json
@@ -0,0 +1,471 @@
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new file mode 100644
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diff --git a/frameworks/tflite/operators/split_64_i32_split2_axis0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/split_64_i32_split2_axis0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..886620c8d
--- /dev/null
+++ b/frameworks/tflite/operators/split_64_i32_split2_axis0/Conformance-TosaOutput_0.json
@@ -0,0 +1,7 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_64_i32_split2_axis0/desc.json b/frameworks/tflite/operators/split_64_i32_split2_axis0/desc.json
new file mode 100644
index 000000000..6936d8a41
--- /dev/null
+++ b/frameworks/tflite/operators/split_64_i32_split2_axis0/desc.json
@@ -0,0 +1,19 @@
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/split_64_i32_split2_axis0/model-tflite.json b/frameworks/tflite/operators/split_64_i32_split2_axis0/model-tflite.json
new file mode 100644
index 000000000..b6ff17b26
--- /dev/null
+++ b/frameworks/tflite/operators/split_64_i32_split2_axis0/model-tflite.json
@@ -0,0 +1,364 @@
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new file mode 100644
index 000000000..22076163a
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diff --git a/frameworks/tflite/operators/split_64_i32_split2_axis0/test_split_64_i32_split2_axis0.json b/frameworks/tflite/operators/split_64_i32_split2_axis0/test_split_64_i32_split2_axis0.json
new file mode 100644
index 000000000..3a5c0b280
--- /dev/null
+++ b/frameworks/tflite/operators/split_64_i32_split2_axis0/test_split_64_i32_split2_axis0.json
@@ -0,0 +1,159 @@
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diff --git a/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..492274de1
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/Conformance-TosaOutput_0.json
@@ -0,0 +1,213 @@
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diff --git a/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/desc.json b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/desc.json
new file mode 100644
index 000000000..7ee841342
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/desc.json
@@ -0,0 +1,19 @@
+{
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/model-tflite.json b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/model-tflite.json
new file mode 100644
index 000000000..e76e4fec7
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/model-tflite.json
@@ -0,0 +1,308 @@
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diff --git a/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/placeholder_0.json b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/placeholder_0.json
new file mode 100644
index 000000000..0a9641f91
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/placeholder_0.json
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+      [
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+      [
+        26,
+        64,
+        84
+      ],
+      [
+        73,
+        -29,
+        45
+      ]
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/test_strided_slice_13x21x3_i32_perm0.json b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/test_strided_slice_13x21x3_i32_perm0.json
new file mode 100644
index 000000000..3af357111
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_13x21x3_i32_perm0/test_strided_slice_13x21x3_i32_perm0.json
@@ -0,0 +1,69 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "SLICE",
+          attribute_type: "SliceAttribute",
+          attribute: {
+            start: [
+              5,
+              12,
+              1
+            ],
+            size: [
+              8,
+              6,
+              2
+            ]
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            13,
+            21,
+            3
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            8,
+            6,
+            2
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..4d3f0649e
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/Conformance-TosaOutput_0.json
@@ -0,0 +1,11 @@
+{
+  "type": "int32",
+  "data": [
+    127,
+    -119,
+    18,
+    -112,
+    20,
+    -78
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/desc.json b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/desc.json
new file mode 100644
index 000000000..44794a83f
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_strided_slice_14x19_i32_perm1.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/model-tflite.json b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/model-tflite.json
new file mode 100644
index 000000000..f8c393f3d
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/model-tflite.json
@@ -0,0 +1,293 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 45,
+      version: 1,
+      builtin_code: "STRIDED_SLICE"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            2
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "result",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            2
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "result1",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            2
+          ],
+          type: "INT32",
+          buffer: 4,
+          name: "result2",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            6
+          ],
+          type: "INT32",
+          buffer: 5,
+          name: "PartitionedCall:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
+      ],
+      inputs: [
+        0
+      ],
+      outputs: [
+        4
+      ],
+      operators: [
+        {
+          opcode_index: 0,
+          inputs: [
+            0,
+            1,
+            2,
+            3
+          ],
+          outputs: [
+            4
+          ],
+          builtin_options_type: "StridedSliceOptions",
+          builtin_options: {
+            begin_mask: 1,
+            end_mask: 1,
+            ellipsis_mask: 0,
+            new_axis_mask: 0,
+            shrink_axis_mask: 1
+          },
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
+  buffers: [
+    {
+    },
+    {
+    },
+    {
+      data: [
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+        0,
+        0,
+        0,
+        4,
+        0,
+        0,
+        0
+      ]
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+        0,
+        0,
+        10,
+        0,
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+    },
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+        54,
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+        0,
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+        0,
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+        3,
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+        0,
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+        0,
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+        4,
+        0,
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+        0,
+        5,
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+        0,
+        0,
+        50,
+        46,
+        57,
+        46,
+        48,
+        0,
+        0,
+        0
+      ]
+    }
+  ],
+  metadata: [
+    {
+      name: "min_runtime_version",
+      buffer: 6
+    },
+    {
+      name: "CONVERSION_METADATA",
+      buffer: 7
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 4
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/placeholder_0.json b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/placeholder_0.json
new file mode 100644
index 000000000..d4cf6d6d8
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/placeholder_0.json
@@ -0,0 +1,299 @@
+{
+  "type": "int32",
+  "data": [
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+      -50,
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+      6,
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+      -1,
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+      116,
+      27,
+      -122,
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+      -37,
+      33,
+      -59,
+      103,
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+      16,
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+      -8
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+      14,
+      -3,
+      -93,
+      48,
+      -19,
+      38,
+      19,
+      -121,
+      113,
+      77,
+      91,
+      99,
+      100,
+      -21,
+      -82,
+      -9
+    ],
+    [
+      -13,
+      -102,
+      -122,
+      106,
+      -56,
+      -1,
+      88,
+      90,
+      10,
+      95,
+      65,
+      107,
+      -39,
+      -21,
+      -108,
+      121,
+      -5,
+      -74,
+      80
+    ],
+    [
+      -81,
+      -61,
+      27,
+      -31,
+      -110,
+      -15,
+      111,
+      10,
+      85,
+      23,
+      -40,
+      -72,
+      -13,
+      -94,
+      112,
+      123,
+      20,
+      26,
+      -29
+    ]
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/test_strided_slice_14x19_i32_perm1.json b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/test_strided_slice_14x19_i32_perm1.json
new file mode 100644
index 000000000..8e77b18a3
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/test_strided_slice_14x19_i32_perm1.json
@@ -0,0 +1,90 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "SLICE",
+          attribute_type: "SliceAttribute",
+          attribute: {
+            start: [
+              0,
+              4
+            ],
+            size: [
+              1,
+              6
+            ]
+          },
+          inputs: [
+            "TosaInput_0"
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "RESHAPE",
+          attribute_type: "ReshapeAttribute",
+          attribute: {
+            new_shape: [
+              6
+            ]
+          },
+          inputs: [
+            "layer_0"
+          ],
+          outputs: [
+            "TosaOutput_0"
+          ]
+        }
+      ],
+      tensors: [
+        {
+          name: "TosaInput_0",
+          shape: [
+            14,
+            19
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "TosaOutput_0",
+          shape: [
+            6
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        },
+        {
+          name: "layer_0",
+          shape: [
+            1,
+            6
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/strided_slice_64_i32_perm3/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/strided_slice_64_i32_perm3/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..866d6c3c3
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_64_i32_perm3/Conformance-TosaOutput_0.json
@@ -0,0 +1,24 @@
+{
+  "type": "int32",
+  "data": [
+    -32,
+    127,
+    -112,
+    -39,
+    -73,
+    -27,
+    95,
+    44,
+    112,
+    110,
+    91,
+    17,
+    24,
+    -34,
+    34,
+    -7,
+    -44,
+    114,
+    -8
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_64_i32_perm3/desc.json b/frameworks/tflite/operators/strided_slice_64_i32_perm3/desc.json
new file mode 100644
index 000000000..eebc7d28f
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_64_i32_perm3/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_strided_slice_64_i32_perm3.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/strided_slice_64_i32_perm3/model-tflite.json b/frameworks/tflite/operators/strided_slice_64_i32_perm3/model-tflite.json
new file mode 100644
index 000000000..c512fe573
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_64_i32_perm3/model-tflite.json
@@ -0,0 +1,280 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 45,
+      version: 1,
+      builtin_code: "STRIDED_SLICE"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            64
+          ],
+          type: "INT32",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT32",
+          buffer: 2,
+          name: "result",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT32",
+          buffer: 3,
+          name: "result1",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            1
+          ],
+          type: "INT32",
+          buffer: 4,
+          name: "result2",
+          quantization: {
+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        },
+        {
+          shape: [
+            19
+          ],
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diff --git a/frameworks/tflite/operators/strided_slice_64_i32_perm3/placeholder_0.json b/frameworks/tflite/operators/strided_slice_64_i32_perm3/placeholder_0.json
new file mode 100644
index 000000000..e1760405f
--- /dev/null
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diff --git a/frameworks/tflite/operators/strided_slice_64_i32_perm3/test_strided_slice_64_i32_perm3.json b/frameworks/tflite/operators/strided_slice_64_i32_perm3/test_strided_slice_64_i32_perm3.json
new file mode 100644
index 000000000..5e00defcd
--- /dev/null
+++ b/frameworks/tflite/operators/strided_slice_64_i32_perm3/test_strided_slice_64_i32_perm3.json
@@ -0,0 +1,144 @@
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diff --git a/frameworks/tflite/operators/tanh_13x21x3_qu8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/tanh_13x21x3_qu8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..b2c09df08
--- /dev/null
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diff --git a/frameworks/tflite/operators/tanh_13x21x3_qu8/desc.json b/frameworks/tflite/operators/tanh_13x21x3_qu8/desc.json
new file mode 100644
index 000000000..bf3c090cb
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_13x21x3_qu8/desc.json
@@ -0,0 +1,19 @@
+{
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+}
\ No newline at end of file
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new file mode 100644
index 000000000..380450da2
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_13x21x3_qu8/model-tflite.json
@@ -0,0 +1,300 @@
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new file mode 100644
index 000000000..ce0a3d25a
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diff --git a/frameworks/tflite/operators/tanh_13x21x3_qu8/test_tanh_13x21x3_qu8.json b/frameworks/tflite/operators/tanh_13x21x3_qu8/test_tanh_13x21x3_qu8.json
new file mode 100644
index 000000000..08d480846
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_13x21x3_qu8/test_tanh_13x21x3_qu8.json
@@ -0,0 +1,732 @@
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+          type: "INT8",
+          data: [
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+          ]
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+          shape: [
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+          type: "INT8",
+          data: [
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+        },
+        {
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+          type: "INT8",
+          data: [
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+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/tanh_14x19_qi8/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/tanh_14x19_qi8/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..bf8d51382
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_14x19_qi8/Conformance-TosaOutput_0.json
@@ -0,0 +1,299 @@
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/tanh_14x19_qi8/desc.json b/frameworks/tflite/operators/tanh_14x19_qi8/desc.json
new file mode 100644
index 000000000..e443f00cf
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_14x19_qi8/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_tanh_14x19_qi8.json",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "output_0.npy"
+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/tanh_14x19_qi8/model-tflite.json b/frameworks/tflite/operators/tanh_14x19_qi8/model-tflite.json
new file mode 100644
index 000000000..05b112172
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_14x19_qi8/model-tflite.json
@@ -0,0 +1,225 @@
+{
+  version: 3,
+  operator_codes: [
+    {
+      deprecated_builtin_code: 28,
+      version: 2,
+      builtin_code: "TANH"
+    }
+  ],
+  subgraphs: [
+    {
+      tensors: [
+        {
+          shape: [
+            14,
+            19
+          ],
+          type: "INT8",
+          buffer: 1,
+          name: "serving_default_placeholder_0:0",
+          quantization: {
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+        {
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+          type: "INT8",
+          buffer: 2,
+          name: "PartitionedCall:0",
+          quantization: {
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+            zero_point: [
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+            details_type: "NONE",
+            quantized_dimension: 0
+          },
+          is_variable: false
+        }
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+      inputs: [
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+      outputs: [
+        1
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+        {
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+          inputs: [
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+          outputs: [
+            1
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+          builtin_options_type: "NONE",
+          custom_options_format: "FLEXBUFFERS"
+        }
+      ],
+      name: "main"
+    }
+  ],
+  description: "MLIR Converted.",
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+    {
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+      name: "min_runtime_version",
+      buffer: 3
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+    {
+      name: "CONVERSION_METADATA",
+      buffer: 4
+    }
+  ],
+  signature_defs: [
+    {
+      inputs: [
+        {
+          name: "placeholder_0",
+          tensor_index: 0
+        }
+      ],
+      outputs: [
+        {
+          name: "output_0",
+          tensor_index: 1
+        }
+      ],
+      method_name: "serving_default",
+      subgraph_index: 0
+    }
+  ]
+}
diff --git a/frameworks/tflite/operators/tanh_14x19_qi8/placeholder_0.json b/frameworks/tflite/operators/tanh_14x19_qi8/placeholder_0.json
new file mode 100644
index 000000000..70dcc6c4e
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_14x19_qi8/placeholder_0.json
@@ -0,0 +1,299 @@
+{
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+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/tanh_14x19_qi8/test_tanh_14x19_qi8.json b/frameworks/tflite/operators/tanh_14x19_qi8/test_tanh_14x19_qi8.json
new file mode 100644
index 000000000..0e2066ea2
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_14x19_qi8/test_tanh_14x19_qi8.json
@@ -0,0 +1,590 @@
+{
+  version: {
+    _major: 0,
+    _minor: 30,
+    _patch: 0,
+    _draft: false
+  },
+  blocks: [
+    {
+      name: "main",
+      operators: [
+        {
+          op: "CONST",
+          attribute_type: "NONE",
+          inputs: [
+
+          ],
+          outputs: [
+            "layer_0"
+          ]
+        },
+        {
+          op: "TABLE",
+          attribute_type: "TableAttribute",
+          attribute: {
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diff --git a/frameworks/tflite/operators/tanh_1x8x4x17_qi16/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..0d804bed0
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/Conformance-TosaOutput_0.json
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\ No newline at end of file
diff --git a/frameworks/tflite/operators/tanh_1x8x4x17_qi16/desc.json b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/desc.json
new file mode 100644
index 000000000..7cbc0e70d
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/desc.json
@@ -0,0 +1,19 @@
+{
+  "tosa_file": "test_tanh_1x8x4x17_qi16.json",
+  "ifm_name": [
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+  ],
+  "ifm_file": [
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+  "ofm_name": [
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+  ],
+  "ofm_file": [
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+  ],
+  "expected_failure": false,
+  "expected_result_file": [
+    "Conformance-TosaOutput_0.npy"
+  ]
+}
\ No newline at end of file
diff --git a/frameworks/tflite/operators/tanh_1x8x4x17_qi16/model-tflite.json b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/model-tflite.json
new file mode 100644
index 000000000..015a49dec
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/model-tflite.json
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diff --git a/frameworks/tflite/operators/tanh_1x8x4x17_qi16/test_tanh_1x8x4x17_qi16.json b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/test_tanh_1x8x4x17_qi16.json
new file mode 100644
index 000000000..265db9ec4
--- /dev/null
+++ b/frameworks/tflite/operators/tanh_1x8x4x17_qi16/test_tanh_1x8x4x17_qi16.json
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+        },
+        {
+          name: "layer_1",
+          shape: [
+            1,
+            8,
+            4,
+            17
+          ],
+          type: "INT32",
+          data: [
+
+          ]
+        }
+      ],
+      inputs: [
+        "TosaInput_0"
+      ],
+      outputs: [
+        "TosaOutput_0"
+      ]
+    }
+  ]
+}
-- 
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