aboutsummaryrefslogtreecommitdiff
path: root/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11
diff options
context:
space:
mode:
authorJeremy Johnson <jeremy.johnson@arm.com>2022-06-17 13:06:00 +0100
committerJeremy Johnson <jeremy.johnson@arm.com>2022-06-17 13:06:00 +0100
commite2ac2482baa202af7fe759a6b58d9bdd75168b6a (patch)
treed647a83a118e7dc12189a5983e7d7f9e8e096191 /frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11
parent696175c6e320ea85243f8dac54ad0f5cf57d4dfe (diff)
downloadconformance_tests-e2ac2482baa202af7fe759a6b58d9bdd75168b6a.tar.gz
Updating framework tests for v0.30.0 release
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com> Change-Id: I216edc7080a64aa481deb192253295a006fa4373
Diffstat (limited to 'frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11')
-rw-r--r--frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/Conformance-TosaOutput_0.json193
-rw-r--r--frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/desc.json19
-rw-r--r--frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/model-tflite.json666
-rw-r--r--frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/placeholder_0.json560
-rw-r--r--frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/test_depthwise_conv2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11.json671
5 files changed, 2109 insertions, 0 deletions
diff --git a/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/Conformance-TosaOutput_0.json b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/Conformance-TosaOutput_0.json
new file mode 100644
index 000000000..99b974c8b
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/Conformance-TosaOutput_0.json
@@ -0,0 +1,193 @@
+{
+ "type": "int32",
+ "data": [
+ [
+ [
+ [
+ 131,
+ 82,
+ 118,
+ 178,
+ 129,
+ 109,
+ 101,
+ 136,
+ 92,
+ 158,
+ 155,
+ 121,
+ 160,
+ 157,
+ 113,
+ 110,
+ 119,
+ 66
+ ],
+ [
+ 141,
+ 164,
+ 164,
+ 31,
+ 128,
+ 132,
+ 89,
+ 70,
+ 118,
+ 150,
+ 143,
+ 110,
+ 167,
+ 55,
+ 125,
+ 178,
+ 106,
+ 125
+ ],
+ [
+ 129,
+ 122,
+ 90,
+ 147,
+ 60,
+ 138,
+ 151,
+ 151,
+ 141,
+ 142,
+ 75,
+ 136,
+ 166,
+ 86,
+ 122,
+ 156,
+ 142,
+ 141
+ ]
+ ],
+ [
+ [
+ 99,
+ 119,
+ 92,
+ 147,
+ 115,
+ 113,
+ 112,
+ 110,
+ 153,
+ 131,
+ 148,
+ 128,
+ 106,
+ 126,
+ 130,
+ 161,
+ 132,
+ 89
+ ],
+ [
+ 129,
+ 129,
+ 145,
+ 164,
+ 153,
+ 75,
+ 128,
+ 151,
+ 196,
+ 184,
+ 84,
+ 168,
+ 130,
+ 128,
+ 114,
+ 183,
+ 128,
+ 144
+ ],
+ [
+ 131,
+ 108,
+ 147,
+ 74,
+ 86,
+ 148,
+ 42,
+ 64,
+ 132,
+ 142,
+ 116,
+ 57,
+ 104,
+ 163,
+ 95,
+ 124,
+ 116,
+ 142
+ ]
+ ],
+ [
+ [
+ 168,
+ 142,
+ 136,
+ 82,
+ 96,
+ 160,
+ 117,
+ 145,
+ 131,
+ 139,
+ 201,
+ 158,
+ 127,
+ 151,
+ 121,
+ 147,
+ 143,
+ 123
+ ],
+ [
+ 45,
+ 152,
+ 104,
+ 151,
+ 95,
+ 128,
+ 168,
+ 136,
+ 159,
+ 120,
+ 153,
+ 178,
+ 114,
+ 114,
+ 102,
+ 86,
+ 108,
+ 159
+ ],
+ [
+ 201,
+ 140,
+ 138,
+ 128,
+ 114,
+ 147,
+ 176,
+ 167,
+ 109,
+ 148,
+ 176,
+ 91,
+ 110,
+ 113,
+ 145,
+ 78,
+ 128,
+ 112
+ ]
+ ]
+ ]
+ ]
+} \ No newline at end of file
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
index 000000000..dacc8e050
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/desc.json
@@ -0,0 +1,19 @@
+{
+ "tosa_file": "test_depthwise_conv2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11.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/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/model-tflite.json b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/model-tflite.json
new file mode 100644
index 000000000..eef07574e
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/model-tflite.json
@@ -0,0 +1,666 @@
+{
+ version: 3,
+ operator_codes: [
+ {
+ deprecated_builtin_code: 114,
+ version: 1,
+ builtin_code: "QUANTIZE"
+ },
+ {
+ deprecated_builtin_code: 4,
+ version: 3,
+ builtin_code: "DEPTHWISE_CONV_2D"
+ }
+ ],
+ subgraphs: [
+ {
+ tensors: [
+ {
+ shape: [
+ 1,
+ 7,
+ 7,
+ 9
+ ],
+ type: "UINT8",
+ buffer: 1,
+ name: "serving_default_placeholder_0:0",
+ quantization: {
+ scale: [
+ 0.015686
+ ],
+ zero_point: [
+ 127
+ ],
+ details_type: "NONE",
+ quantized_dimension: 0
+ },
+ is_variable: false
+ },
+ {
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "INT8",
+ buffer: 2,
+ name: "dws_conv2d1",
+ quantization: {
+ scale: [
+ 0.013749,
+ 0.01184,
+ 0.011993,
+ 0.015407,
+ 0.012763,
+ 0.013261,
+ 0.014459,
+ 0.01514,
+ 0.014084,
+ 0.012525,
+ 0.014985,
+ 0.015333,
+ 0.015255,
+ 0.013096,
+ 0.011903,
+ 0.015666,
+ 0.014515,
+ 0.010682
+ ],
+ zero_point: [
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ],
+ details_type: "NONE",
+ quantized_dimension: 3
+ },
+ is_variable: false
+ },
+ {
+ shape: [
+ 18
+ ],
+ type: "INT32",
+ buffer: 3,
+ name: "dws_conv2d",
+ quantization: {
+ scale: [
+ 0.000216,
+ 0.000186,
+ 0.000188,
+ 0.000242,
+ 0.0002,
+ 0.000208,
+ 0.000227,
+ 0.000237,
+ 0.000221,
+ 0.000196,
+ 0.000235,
+ 0.000241,
+ 0.000239,
+ 0.000205,
+ 0.000187,
+ 0.000246,
+ 0.000228,
+ 0.000168
+ ],
+ zero_point: [
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ],
+ details_type: "NONE",
+ quantized_dimension: 0
+ },
+ is_variable: false
+ },
+ {
+ shape: [
+ 1,
+ 7,
+ 7,
+ 9
+ ],
+ type: "INT8",
+ buffer: 4,
+ name: "tfl.quantize",
+ quantization: {
+ scale: [
+ 0.015686
+ ],
+ zero_point: [
+ -1
+ ],
+ details_type: "NONE",
+ quantized_dimension: 0
+ },
+ is_variable: false
+ },
+ {
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "INT8",
+ buffer: 5,
+ name: "PartitionedCall:01",
+ quantization: {
+ scale: [
+ 0.108593
+ ],
+ zero_point: [
+ -1
+ ],
+ details_type: "NONE",
+ quantized_dimension: 0
+ },
+ is_variable: false
+ },
+ {
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "UINT8",
+ buffer: 6,
+ name: "PartitionedCall:0",
+ quantization: {
+ scale: [
+ 0.108593
+ ],
+ zero_point: [
+ 127
+ ],
+ details_type: "NONE",
+ quantized_dimension: 0
+ },
+ is_variable: false
+ }
+ ],
+ inputs: [
+ 0
+ ],
+ outputs: [
+ 5
+ ],
+ operators: [
+ {
+ opcode_index: 0,
+ inputs: [
+ 0
+ ],
+ outputs: [
+ 3
+ ],
+ builtin_options_type: "NONE",
+ custom_options_format: "FLEXBUFFERS"
+ },
+ {
+ opcode_index: 1,
+ inputs: [
+ 3,
+ 1,
+ 2
+ ],
+ outputs: [
+ 4
+ ],
+ builtin_options_type: "DepthwiseConv2DOptions",
+ builtin_options: {
+ padding: "VALID",
+ stride_w: 2,
+ stride_h: 2,
+ depth_multiplier: 2,
+ fused_activation_function: "NONE",
+ dilation_w_factor: 1,
+ dilation_h_factor: 1
+ },
+ custom_options_format: "FLEXBUFFERS"
+ },
+ {
+ opcode_index: 0,
+ inputs: [
+ 4
+ ],
+ outputs: [
+ 5
+ ],
+ builtin_options_type: "NONE",
+ custom_options_format: "FLEXBUFFERS"
+ }
+ ],
+ name: "main"
+ }
+ ],
+ description: "MLIR Converted.",
+ buffers: [
+ {
+ },
+ {
+ },
+ {
+ data: [
+ 234,
+ 192,
+ 158,
+ 114,
+ 234,
+ 127,
+ 72,
+ 124,
+ 91,
+ 37,
+ 10,
+ 129,
+ 156,
+ 5,
+ 212,
+ 147,
+ 216,
+ 143,
+ 124,
+ 129,
+ 56,
+ 129,
+ 117,
+ 240,
+ 83,
+ 37,
+ 240,
+ 172,
+ 169,
+ 41,
+ 57,
+ 132,
+ 188,
+ 83,
+ 21,
+ 103,
+ 127,
+ 44,
+ 55,
+ 66,
+ 165,
+ 155,
+ 5,
+ 177,
+ 184,
+ 54,
+ 29,
+ 172,
+ 1,
+ 130,
+ 129,
+ 35,
+ 242,
+ 173,
+ 167,
+ 236,
+ 70,
+ 233,
+ 127,
+ 242,
+ 243,
+ 173,
+ 110,
+ 188,
+ 51,
+ 224,
+ 158,
+ 209,
+ 223,
+ 127,
+ 244,
+ 214,
+ 226,
+ 184,
+ 234,
+ 42,
+ 201,
+ 0,
+ 51,
+ 214,
+ 129,
+ 129,
+ 236,
+ 212,
+ 15,
+ 75,
+ 102,
+ 109,
+ 45,
+ 179,
+ 123,
+ 62,
+ 33,
+ 47,
+ 182,
+ 53,
+ 168,
+ 40,
+ 103,
+ 7,
+ 129,
+ 10,
+ 129,
+ 88,
+ 176,
+ 90,
+ 243,
+ 131,
+ 48,
+ 69,
+ 248,
+ 81,
+ 197,
+ 175,
+ 169,
+ 247,
+ 11,
+ 131,
+ 145,
+ 145,
+ 80,
+ 129,
+ 185,
+ 111,
+ 243,
+ 129,
+ 252,
+ 221,
+ 129,
+ 44,
+ 23,
+ 82,
+ 129,
+ 129,
+ 226,
+ 102,
+ 211,
+ 6,
+ 233,
+ 201,
+ 240,
+ 210,
+ 127,
+ 231,
+ 25,
+ 195,
+ 39,
+ 215,
+ 119,
+ 205,
+ 255,
+ 33,
+ 211,
+ 190,
+ 147,
+ 182,
+ 59,
+ 146,
+ 83,
+ 18,
+ 71,
+ 150
+ ]
+ },
+ {
+ data: [
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ]
+ },
+ {
+ },
+ {
+ },
+ {
+ },
+ {
+ 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,
+ 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,
+ 235,
+ 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: 7
+ },
+ {
+ name: "CONVERSION_METADATA",
+ buffer: 8
+ }
+ ],
+ signature_defs: [
+ {
+ inputs: [
+ {
+ name: "placeholder_0",
+ tensor_index: 0
+ }
+ ],
+ outputs: [
+ {
+ name: "output_0",
+ tensor_index: 5
+ }
+ ],
+ method_name: "serving_default",
+ subgraph_index: 0
+ }
+ ]
+}
diff --git a/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/placeholder_0.json b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/placeholder_0.json
new file mode 100644
index 000000000..434315ec4
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/placeholder_0.json
@@ -0,0 +1,560 @@
+{
+ "type": "int32",
+ "data": [
+ [
+ [
+ [
+ 168,
+ 234,
+ 24,
+ 185,
+ 78,
+ 68,
+ 24,
+ 15,
+ 186
+ ],
+ [
+ 233,
+ 142,
+ 131,
+ 95,
+ 170,
+ 51,
+ 54,
+ 36,
+ 205
+ ],
+ [
+ 4,
+ 127,
+ 89,
+ 33,
+ 103,
+ 233,
+ 8,
+ 236,
+ 203
+ ],
+ [
+ 77,
+ 217,
+ 103,
+ 123,
+ 18,
+ 190,
+ 185,
+ 237,
+ 127
+ ],
+ [
+ 227,
+ 18,
+ 135,
+ 110,
+ 153,
+ 81,
+ 202,
+ 123,
+ 29
+ ],
+ [
+ 119,
+ 31,
+ 6,
+ 41,
+ 109,
+ 92,
+ 202,
+ 68,
+ 145
+ ],
+ [
+ 158,
+ 29,
+ 164,
+ 52,
+ 112,
+ 4,
+ 185,
+ 93,
+ 131
+ ]
+ ],
+ [
+ [
+ 183,
+ 138,
+ 158,
+ 97,
+ 23,
+ 211,
+ 40,
+ 6,
+ 181
+ ],
+ [
+ 168,
+ 18,
+ 217,
+ 30,
+ 88,
+ 97,
+ 57,
+ 93,
+ 249
+ ],
+ [
+ 242,
+ 251,
+ 26,
+ 121,
+ 84,
+ 180,
+ 200,
+ 222,
+ 231
+ ],
+ [
+ 181,
+ 5,
+ 170,
+ 14,
+ 151,
+ 214,
+ 52,
+ 212,
+ 179
+ ],
+ [
+ 194,
+ 12,
+ 87,
+ 78,
+ 196,
+ 20,
+ 45,
+ 137,
+ 136
+ ],
+ [
+ 23,
+ 169,
+ 188,
+ 250,
+ 101,
+ 154,
+ 119,
+ 215,
+ 185
+ ],
+ [
+ 152,
+ 141,
+ 148,
+ 147,
+ 98,
+ 117,
+ 33,
+ 214,
+ 143
+ ]
+ ],
+ [
+ [
+ 49,
+ 246,
+ 116,
+ 77,
+ 99,
+ 157,
+ 231,
+ 95,
+ 231
+ ],
+ [
+ 106,
+ 125,
+ 119,
+ 235,
+ 213,
+ 120,
+ 76,
+ 169,
+ 106
+ ],
+ [
+ 177,
+ 74,
+ 24,
+ 55,
+ 129,
+ 48,
+ 151,
+ 125,
+ 103
+ ],
+ [
+ 158,
+ 36,
+ 174,
+ 254,
+ 161,
+ 239,
+ 159,
+ 72,
+ 75
+ ],
+ [
+ 86,
+ 201,
+ 198,
+ 28,
+ 135,
+ 172,
+ 123,
+ 182,
+ 84
+ ],
+ [
+ 116,
+ 220,
+ 222,
+ 76,
+ 241,
+ 159,
+ 112,
+ 224,
+ 112
+ ],
+ [
+ 198,
+ 113,
+ 72,
+ 226,
+ 160,
+ 234,
+ 144,
+ 34,
+ 152
+ ]
+ ],
+ [
+ [
+ 169,
+ 165,
+ 10,
+ 176,
+ 151,
+ 204,
+ 169,
+ 99,
+ 142
+ ],
+ [
+ 144,
+ 80,
+ 127,
+ 147,
+ 79,
+ 43,
+ 217,
+ 151,
+ 246
+ ],
+ [
+ 43,
+ 239,
+ 83,
+ 210,
+ 163,
+ 85,
+ 48,
+ 162,
+ 142
+ ],
+ [
+ 162,
+ 198,
+ 60,
+ 143,
+ 2,
+ 237,
+ 165,
+ 180,
+ 162
+ ],
+ [
+ 125,
+ 114,
+ 8,
+ 230,
+ 248,
+ 247,
+ 139,
+ 223,
+ 33
+ ],
+ [
+ 102,
+ 55,
+ 251,
+ 23,
+ 136,
+ 128,
+ 156,
+ 0,
+ 90
+ ],
+ [
+ 97,
+ 115,
+ 203,
+ 202,
+ 120,
+ 95,
+ 169,
+ 83,
+ 117
+ ]
+ ],
+ [
+ [
+ 34,
+ 39,
+ 255,
+ 58,
+ 22,
+ 235,
+ 143,
+ 160,
+ 104
+ ],
+ [
+ 169,
+ 245,
+ 88,
+ 214,
+ 20,
+ 151,
+ 226,
+ 103,
+ 117
+ ],
+ [
+ 120,
+ 168,
+ 169,
+ 154,
+ 76,
+ 5,
+ 81,
+ 182,
+ 165
+ ],
+ [
+ 6,
+ 82,
+ 200,
+ 70,
+ 186,
+ 114,
+ 251,
+ 95,
+ 145
+ ],
+ [
+ 3,
+ 1,
+ 184,
+ 246,
+ 16,
+ 176,
+ 152,
+ 159,
+ 62
+ ],
+ [
+ 225,
+ 43,
+ 67,
+ 176,
+ 250,
+ 90,
+ 71,
+ 43,
+ 19
+ ],
+ [
+ 225,
+ 184,
+ 90,
+ 174,
+ 144,
+ 241,
+ 1,
+ 31,
+ 226
+ ]
+ ],
+ [
+ [
+ 179,
+ 67,
+ 24,
+ 37,
+ 214,
+ 88,
+ 144,
+ 215,
+ 93
+ ],
+ [
+ 86,
+ 240,
+ 69,
+ 9,
+ 194,
+ 139,
+ 141,
+ 211,
+ 87
+ ],
+ [
+ 226,
+ 17,
+ 124,
+ 142,
+ 148,
+ 7,
+ 92,
+ 141,
+ 17
+ ],
+ [
+ 194,
+ 183,
+ 234,
+ 138,
+ 156,
+ 252,
+ 12,
+ 38,
+ 159
+ ],
+ [
+ 130,
+ 141,
+ 198,
+ 119,
+ 222,
+ 105,
+ 229,
+ 198,
+ 17
+ ],
+ [
+ 88,
+ 226,
+ 189,
+ 160,
+ 69,
+ 238,
+ 2,
+ 59,
+ 57
+ ],
+ [
+ 249,
+ 63,
+ 198,
+ 100,
+ 38,
+ 87,
+ 58,
+ 15,
+ 128
+ ]
+ ],
+ [
+ [
+ 217,
+ 160,
+ 140,
+ 212,
+ 32,
+ 50,
+ 87,
+ 69,
+ 253
+ ],
+ [
+ 207,
+ 161,
+ 196,
+ 77,
+ 133,
+ 40,
+ 33,
+ 165,
+ 189
+ ],
+ [
+ 177,
+ 201,
+ 152,
+ 44,
+ 39,
+ 5,
+ 23,
+ 71,
+ 142
+ ],
+ [
+ 113,
+ 48,
+ 102,
+ 21,
+ 84,
+ 80,
+ 122,
+ 203,
+ 33
+ ],
+ [
+ 12,
+ 108,
+ 77,
+ 132,
+ 28,
+ 118,
+ 161,
+ 154,
+ 112
+ ],
+ [
+ 34,
+ 128,
+ 10,
+ 71,
+ 243,
+ 16,
+ 211,
+ 164,
+ 98
+ ],
+ [
+ 87,
+ 98,
+ 105,
+ 139,
+ 114,
+ 55,
+ 136,
+ 87,
+ 223
+ ]
+ ]
+ ]
+ ]
+} \ No newline at end of file
diff --git a/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/test_depthwise_conv2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11.json b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/test_depthwise_conv2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11.json
new file mode 100644
index 000000000..02d0646df
--- /dev/null
+++ b/frameworks/tflite/operators/depthwise_conv_2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11/test_depthwise_conv2d_3x3_1x7x7x9_qu8_st22_padVALID_dilat11.json
@@ -0,0 +1,671 @@
+{
+ 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: "RESCALE",
+ attribute_type: "RescaleAttribute",
+ attribute: {
+ input_zp: 127,
+ output_zp: -1,
+ multiplier: [
+ 1073741824
+ ],
+ shift: [
+ 30
+ ],
+ scale32: true,
+ double_round: false,
+ per_channel: false
+ },
+ inputs: [
+ "TosaInput_0"
+ ],
+ outputs: [
+ "layer_3"
+ ]
+ },
+ {
+ op: "RESCALE",
+ attribute_type: "RescaleAttribute",
+ attribute: {
+ input_zp: -1,
+ output_zp: -1,
+ multiplier: [
+ 1073741824
+ ],
+ shift: [
+ 30
+ ],
+ scale32: true,
+ double_round: true,
+ per_channel: false
+ },
+ inputs: [
+ "layer_3"
+ ],
+ outputs: [
+ "layer_4"
+ ]
+ },
+ {
+ op: "TRANSPOSE",
+ attribute_type: "TransposeAttribute",
+ attribute: {
+ perms: [
+ 1,
+ 2,
+ 3,
+ 0
+ ]
+ },
+ inputs: [
+ "layer_0"
+ ],
+ outputs: [
+ "layer_5"
+ ]
+ },
+ {
+ op: "RESHAPE",
+ attribute_type: "ReshapeAttribute",
+ attribute: {
+ new_shape: [
+ 3,
+ 3,
+ 9,
+ 2
+ ]
+ },
+ inputs: [
+ "layer_5"
+ ],
+ outputs: [
+ "layer_6"
+ ]
+ },
+ {
+ op: "DEPTHWISE_CONV2D",
+ attribute_type: "ConvAttribute",
+ attribute: {
+ pad: [
+ 0,
+ 0,
+ 0,
+ 0
+ ],
+ stride: [
+ 2,
+ 2
+ ],
+ dilation: [
+ 1,
+ 1
+ ],
+ input_zp: -1,
+ weight_zp: 0
+ },
+ inputs: [
+ "layer_4",
+ "layer_6",
+ "layer_1"
+ ],
+ outputs: [
+ "layer_7"
+ ]
+ },
+ {
+ op: "RESCALE",
+ attribute_type: "RescaleAttribute",
+ attribute: {
+ input_zp: 0,
+ output_zp: -1,
+ multiplier: [
+ 1091813068,
+ 1880455745,
+ 1904684261,
+ 1223456845,
+ 2027040906,
+ 2106104885,
+ 1148225945,
+ 1202272517,
+ 1118388068,
+ 1989190386,
+ 1189964272,
+ 1217613486,
+ 1211394948,
+ 2079862540,
+ 1890457590,
+ 1244032661,
+ 1152603416,
+ 1696563791
+ ],
+ shift: [
+ 39,
+ 40,
+ 40,
+ 39,
+ 40,
+ 40,
+ 39,
+ 39,
+ 39,
+ 40,
+ 39,
+ 39,
+ 39,
+ 40,
+ 40,
+ 39,
+ 39,
+ 40
+ ],
+ scale32: true,
+ double_round: true,
+ per_channel: true
+ },
+ inputs: [
+ "layer_7"
+ ],
+ outputs: [
+ "layer_8"
+ ]
+ },
+ {
+ op: "RESCALE",
+ attribute_type: "RescaleAttribute",
+ attribute: {
+ input_zp: -1,
+ output_zp: -1,
+ multiplier: [
+ 1073741824
+ ],
+ shift: [
+ 30
+ ],
+ scale32: true,
+ double_round: true,
+ per_channel: false
+ },
+ inputs: [
+ "layer_8"
+ ],
+ outputs: [
+ "layer_9"
+ ]
+ },
+ {
+ op: "RESCALE",
+ attribute_type: "RescaleAttribute",
+ attribute: {
+ input_zp: -1,
+ output_zp: 127,
+ multiplier: [
+ 1073741824
+ ],
+ shift: [
+ 30
+ ],
+ scale32: true,
+ double_round: false,
+ per_channel: false
+ },
+ inputs: [
+ "layer_9"
+ ],
+ outputs: [
+ "TosaOutput_0"
+ ]
+ }
+ ],
+ tensors: [
+ {
+ name: "TosaInput_0",
+ shape: [
+ 1,
+ 7,
+ 7,
+ 9
+ ],
+ type: "UINT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "TosaOutput_0",
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "UINT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_0",
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "INT8",
+ data: [
+ 234,
+ 192,
+ 158,
+ 114,
+ 234,
+ 127,
+ 72,
+ 124,
+ 91,
+ 37,
+ 10,
+ 129,
+ 156,
+ 5,
+ 212,
+ 147,
+ 216,
+ 143,
+ 124,
+ 129,
+ 56,
+ 129,
+ 117,
+ 240,
+ 83,
+ 37,
+ 240,
+ 172,
+ 169,
+ 41,
+ 57,
+ 132,
+ 188,
+ 83,
+ 21,
+ 103,
+ 127,
+ 44,
+ 55,
+ 66,
+ 165,
+ 155,
+ 5,
+ 177,
+ 184,
+ 54,
+ 29,
+ 172,
+ 1,
+ 130,
+ 129,
+ 35,
+ 242,
+ 173,
+ 167,
+ 236,
+ 70,
+ 233,
+ 127,
+ 242,
+ 243,
+ 173,
+ 110,
+ 188,
+ 51,
+ 224,
+ 158,
+ 209,
+ 223,
+ 127,
+ 244,
+ 214,
+ 226,
+ 184,
+ 234,
+ 42,
+ 201,
+ 0,
+ 51,
+ 214,
+ 129,
+ 129,
+ 236,
+ 212,
+ 15,
+ 75,
+ 102,
+ 109,
+ 45,
+ 179,
+ 123,
+ 62,
+ 33,
+ 47,
+ 182,
+ 53,
+ 168,
+ 40,
+ 103,
+ 7,
+ 129,
+ 10,
+ 129,
+ 88,
+ 176,
+ 90,
+ 243,
+ 131,
+ 48,
+ 69,
+ 248,
+ 81,
+ 197,
+ 175,
+ 169,
+ 247,
+ 11,
+ 131,
+ 145,
+ 145,
+ 80,
+ 129,
+ 185,
+ 111,
+ 243,
+ 129,
+ 252,
+ 221,
+ 129,
+ 44,
+ 23,
+ 82,
+ 129,
+ 129,
+ 226,
+ 102,
+ 211,
+ 6,
+ 233,
+ 201,
+ 240,
+ 210,
+ 127,
+ 231,
+ 25,
+ 195,
+ 39,
+ 215,
+ 119,
+ 205,
+ 255,
+ 33,
+ 211,
+ 190,
+ 147,
+ 182,
+ 59,
+ 146,
+ 83,
+ 18,
+ 71,
+ 150,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ]
+ },
+ {
+ name: "layer_1",
+ shape: [
+ 18
+ ],
+ type: "INT32",
+ data: [
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ]
+ },
+ {
+ name: "layer_2",
+ shape: [
+ 4
+ ],
+ type: "INT32",
+ data: [
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 0,
+ 0,
+ 3,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0
+ ]
+ },
+ {
+ name: "layer_3",
+ shape: [
+ 1,
+ 7,
+ 7,
+ 9
+ ],
+ type: "INT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_4",
+ shape: [
+ 1,
+ 7,
+ 7,
+ 9
+ ],
+ type: "INT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_5",
+ shape: [
+ 3,
+ 3,
+ 18,
+ 1
+ ],
+ type: "INT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_6",
+ shape: [
+ 3,
+ 3,
+ 9,
+ 2
+ ],
+ type: "INT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_7",
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "INT32",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_8",
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "INT8",
+ data: [
+
+ ]
+ },
+ {
+ name: "layer_9",
+ shape: [
+ 1,
+ 3,
+ 3,
+ 18
+ ],
+ type: "INT8",
+ data: [
+
+ ]
+ }
+ ],
+ inputs: [
+ "TosaInput_0"
+ ],
+ outputs: [
+ "TosaOutput_0"
+ ]
+ }
+ ]
+}