diff options
| author | Jeremy Johnson <jeremy.johnson@arm.com> | 2023-01-16 15:17:52 +0000 |
|---|---|---|
| committer | Jeremy Johnson <jeremy.johnson@arm.com> | 2023-01-16 16:40:57 +0000 |
| commit | b08fb3e856b7757403ff9aafc9487f9c0ad61fe7 (patch) | |
| tree | 4b4737ff52e92c1c17922a972384930953a26a61 /frameworks | |
| parent | 007a2c7c0743b002587cd5e7b4c6b6acbcaedff8 (diff) | |
| download | conformance_tests-b08fb3e856b7757403ff9aafc9487f9c0ad61fe7.tar.gz | |
Regen tests after control flow operator support
Includes removing 3 tests that are not needed anymore.
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I2c62d95a7b053e9016000d90125e00862f94200e
Diffstat (limited to 'frameworks')
78 files changed, 94110 insertions, 93940 deletions
diff --git a/frameworks/framework_compilation.manifest b/frameworks/framework_compilation.manifest index e46801ecc..067efdf6e 100644 --- a/frameworks/framework_compilation.manifest +++ b/frameworks/framework_compilation.manifest @@ -1,4 +1,4 @@ -tensorflow: 2.9.1.dev7648+g232adceeb69 -reference_model: 0.50.1.dev3+gb9c3a63 -serialization_lib: 0.50.1.dev1+g6388a09 -tosa_mlir_translator: 0.50.1.dev1+g9a926ae +tensorflow: 2.9.1.dev7650+gb69809769fd +reference_model: 0.50.1.dev16+g9e94af8 +serialization_lib: 0.50.1.dev7+gca7ce0e +tosa_mlir_translator: 0.50.1.dev3+g250fbcd diff --git a/frameworks/framework_generation.manifest b/frameworks/framework_generation.manifest index 01730ffcd..5c5034fc3 100644 --- a/frameworks/framework_generation.manifest +++ b/frameworks/framework_generation.manifest @@ -1,4 +1,2 @@ -tensorflow: 2.9.1.dev7648+g232adceeb69 -reference_model: 0.50.0 -serialization_lib: 0.50.0 -tosa_mlir_translator: 0.50.0 +tensorflow: 2.9.1.dev7650+gb69809769fd +reference_model: 0.50.1.dev13+g98c281f 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 index 4649b7682..66c8f928f 100644 --- a/frameworks/tflite/operators/add_1_qi16/test_add_1_qi16.json +++ b/frameworks/tflite/operators/add_1_qi16/test_add_1_qi16.json @@ -5,159 +5,164 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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 + 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" + ] + } ], - type: "INT16", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1 + ], + type: "INT16", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 1 - ], - type: "INT16", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 1 + ], + type: "INT16", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1 - ], - type: "INT16", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1 + ], + type: "INT16", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 2a61437a5..35db92dfa 100644 --- a/frameworks/tflite/operators/add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json +++ b/frameworks/tflite/operators/add_1x32x32x8_qi8/test_add_1x32x32x8_qi8.json @@ -5,177 +5,182 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 2147446673 - ], - shift: [ - 12 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_0" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -1, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 11 - ], - 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: -1, - multiplier: [ - 1075101167 - ], - shift: [ - 50 - ], - scale32: true, - double_round: true, - per_channel: false - }, - inputs: [ - "layer_2" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 32, - 32, - 1 + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 2147446673 + ], + shift: [ + 12 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -1, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 11 + ], + 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: -1, + multiplier: [ + 1075101167 + ], + shift: [ + 50 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_2" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 32, + 32, + 1 + ], + type: "INT8", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 32, - 32, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 32, + 32, + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 771d17348..f6f3fdef5 100644 --- 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 @@ -5,217 +5,222 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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_0" - ] - }, - { - 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_0" + name: "main", + operators: [ + { + 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_0" + ] + }, + { + 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_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "AVG_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 1, + 2 + ], + stride: [ + 1, + 2 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + 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_2" + ], + outputs: [ + "layer_3" + ] + }, + { + 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_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "AVG_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 1, - 2 - ], - stride: [ - 1, - 2 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - 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_2" - ], - outputs: [ - "layer_3" - ] - }, - { - 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_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 32, - 16, - 8 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 32, + 16, + 8 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 32, - 16, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 32, + 16, + 8 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 32, - 16, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 32, + 16, + 8 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 645bf8dec..f7e80b477 100644 --- 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 @@ -5,32 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "AVG_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 1, - 1 - ], - stride: [ - 1, - 1 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "AVG_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 1, + 1 + ], + stride: [ + 1, + 1 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ + + ] + } + ], inputs: [ "TosaInput_0" ], @@ -38,40 +77,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "INT8", - data: [ - - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "INT8", - data: [ - - ] - } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 5e90258f4..0c41736ab 100644 --- 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 @@ -5,32 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "AVG_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 1 - ], - kernel: [ - 2, - 2 - ], - stride: [ - 2, - 1 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "AVG_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 1 + ], + kernel: [ + 2, + 2 + ], + stride: [ + 2, + 1 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT16", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 2, + 8, + 19 + ], + type: "INT16", + data: [ + + ] + } + ], inputs: [ "TosaInput_0" ], @@ -38,40 +77,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT16", - data: [ - - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 2, - 8, - 19 - ], - type: "INT16", - data: [ - - ] - } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] diff --git a/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json index 4689a1ecb..4c59815f9 100644 --- a/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json +++ b/frameworks/tflite/operators/average_pool_2d_1x7x7x9_qi8_st22_padSAME_kern11/test_avg_pool2d_1x7x7x9_qi8_st22_padSAME_kern11.json @@ -5,32 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "AVG_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 1, - 1 - ], - stride: [ - 2, - 2 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "AVG_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 1, + 1 + ], + stride: [ + 2, + 2 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 4, + 4, + 9 + ], + type: "INT8", + data: [ + + ] + } + ], inputs: [ "TosaInput_0" ], @@ -38,40 +77,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT8", - data: [ - - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 4, - 4, - 9 - ], - type: "INT8", - data: [ - - ] - } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 1e5019fdc..b17d1e65a 100644 --- 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 @@ -5,217 +5,222 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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_0" - ] - }, - { - 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_0" + name: "main", + operators: [ + { + 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_0" + ] + }, + { + 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_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "AVG_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 2, + 1 + ], + stride: [ + 2, + 1 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + 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_2" + ], + outputs: [ + "layer_3" + ] + }, + { + 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_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "AVG_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 2, - 1 - ], - stride: [ - 2, - 1 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - 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_2" - ], - outputs: [ - "layer_3" - ] - }, - { - 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_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 4, - 4, - 17 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 4, + 4, + 17 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 4, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 4, + 4, + 17 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 4, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 4, + 4, + 17 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 056ba0725..b2c360d1d 100644 --- 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 @@ -5,16 +5,66 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, + 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" @@ -23,51 +73,6 @@ "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/test_concat_14x19_i32_axis_1.json b/frameworks/tflite/operators/concatenation_concat_14x19_i32_axis_1/test_concat_14x19_i32_axis_1.json index 54a7156a5..b8e59fc7e 100644 --- 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 @@ -5,16 +5,63 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 1 - }, + name: "main", + operators: [ + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "TosaInput_0", + "TosaInput_1" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 14, + 19 + ], + type: "INT32", + data: [ + + ] + }, + { + name: "TosaInput_1", + shape: [ + 14, + 19 + ], + type: "INT32", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 14, + 38 + ], + type: "INT32", + data: [ + + ] + } + ], inputs: [ "TosaInput_0", "TosaInput_1" @@ -23,48 +70,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 14, - 19 - ], - type: "INT32", - data: [ - - ] - }, - { - name: "TosaInput_1", - shape: [ - 14, - 19 - ], - 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/test_concat_1x32x32x8_i32_axis_2.json b/frameworks/tflite/operators/concatenation_concat_1x32x32x8_i32_axis_2/test_concat_1x32x32x8_i32_axis_2.json index a50ca61dc..a20a99ce9 100644 --- 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 @@ -5,16 +5,69 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 2 - }, + 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" @@ -23,54 +76,6 @@ "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/test_concat_64_i32_axis_m1.json b/frameworks/tflite/operators/concatenation_concat_64_i32_axis_m1/test_concat_64_i32_axis_m1.json index a3593a8d8..be000cc94 100644 --- 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 @@ -5,16 +5,60 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, + 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" @@ -23,45 +67,6 @@ "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/test_concatv2_13x21x3_i32_axis_1.json b/frameworks/tflite/operators/concatenation_concatv2_13x21x3_i32_axis_1/test_concatv2_13x21x3_i32_axis_1.json index 699ef6c45..a6048f8d2 100644 --- 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 @@ -5,97 +5,102 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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 + name: "main", + operators: [ + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "TosaInput_1", + "TosaInput_3", + "TosaInput_2", + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 13, + 21, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - 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_2", + shape: [ + 13, + 21, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - 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: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 13, + 84, + 3 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1", + "TosaInput_2", + "TosaInput_3" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 5596f6a79..f47b7179c 100644 --- 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 @@ -5,102 +5,107 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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 + name: "main", + operators: [ + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 2 + }, + inputs: [ + "TosaInput_1", + "TosaInput_3", + "TosaInput_2", + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT32", - data: [ + 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_1", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_2", - 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: "TosaInput_3", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 32, - 128, - 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" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index a87dff390..7c74087cc 100644 --- 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 @@ -5,102 +5,107 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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: [ - 1, - 7, - 7, - 9 + name: "main", + operators: [ + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "TosaInput_1", + "TosaInput_3", + "TosaInput_2", + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_2", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_2", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_3", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 28, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 28, + 7, + 9 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1", + "TosaInput_2", + "TosaInput_3" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 92820491e..a86be8155 100644 --- 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 @@ -5,87 +5,92 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, - inputs: [ - "TosaInput_1", - "TosaInput_3", - "TosaInput_2", - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 64 + name: "main", + operators: [ + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 0 + }, + inputs: [ + "TosaInput_1", + "TosaInput_3", + "TosaInput_2", + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 64 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 64 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 64 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_2", - shape: [ - 64 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_2", + shape: [ + 64 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - shape: [ - 64 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_3", + shape: [ + 64 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 256 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 256 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1", + "TosaInput_2", + "TosaInput_3" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index b3d3929a3..f97c5112e 100644 --- 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 @@ -5,1250 +5,1255 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 128, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_2" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 2, + 1 + ], + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_3", + "layer_1", + "layer_0" + ], + outputs: [ + "layer_4" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -5, + multiplier: [ + 1292877018, + 1967751365, + 1226710406, + 1272629063, + 1227253114, + 1258595279, + 1266375725, + 1176190454, + 1244223686, + 1300373918, + 1200742765, + 1219485595, + 1294619862, + 1302658851, + 1214474657, + 1269697231, + 1280309576, + 1306948655, + 1094103079, + 1287050663, + 1295090194, + 1272006779, + 1192684036, + 1305991581, + 1227959696, + 1295217607, + 1302361294, + 1218790780, + 1250626886, + 1297121306, + 1265213442, + 1243355089, + 1307418987, + 1282942071, + 1306089579, + 1291012488, + 1281715849, + 1239471523 + ], + shift: [ + 40, + 41, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "layer_4" + ], + outputs: [ + "layer_5" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -5, + output_zp: -5, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_5" + ], + outputs: [ + "layer_6" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -5, + output_zp: 123, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "layer_6" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 128, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - 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], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] diff --git a/frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/test_conv2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11.json b/frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/test_conv2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11.json index 2a8ce7479..eda5c150f 100644 --- a/frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/test_conv2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11.json +++ b/frameworks/tflite/operators/conv_2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11/test_conv2d_3x3_1x7x7x9_qi8_st12_padVALID_dilat11.json @@ -5,1722 +5,1727 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + stride: [ + 1, + 2 + ], + dilation: [ + 1, + 1 + ], + input_zp: -1, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0", + "layer_1", + "layer_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -2, + multiplier: [ + 1224625119, + 1272211715, + 1266724943, + 1254347532, + 1256799945, + 1274620674, + 1272000935, + 1270450788, + 1274630632, + 1274700490, + 1267974083, + 1272919043, + 1249392917, + 1222087459, + 1224616896, + 1259732535, + 1264450872, + 1236761574 + ], + shift: [ + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41 + ], + scale32: true, + double_round: true, + 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], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 117da6e0b..acb3def74 100644 --- 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 @@ -5,3590 +5,3595 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", 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b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/test_conv2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12.json index 050dacba0..3417f2dc5 100644 --- a/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/test_conv2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12.json +++ b/frameworks/tflite/operators/conv_2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12/test_conv2d_bias_1x1_1x32x32x8_qi8_st11_padVALID_dilat12.json @@ -5,374 +5,379 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 2 + ], + input_zp: -1, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0", + "layer_1", + "layer_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 4, + multiplier: [ + 1717751353, + 1864761810, + 1578560219, + 1883719555, + 1312860824, + 1851447210, + 1501694051, + 1692688489, + 1561232653, + 1742652740, + 1545340339, + 1912693101, + 1689229689, + 1707610702, + 1792320801, + 1822592616 + ], + shift: [ + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40, + 40 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "layer_2" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "CONV2D", - attribute_type: "ConvAttribute", - attribute: { - pad: [ - 0, 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+5,4463 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + 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_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -1, + output_zp: -1, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + 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7, + 9 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_4", - shape: [ - 1, - 4, - 4, - 18 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_4", + shape: [ + 1, + 4, + 4, + 18 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_5", - shape: [ - 1, - 4, - 4, - 18 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_5", + shape: [ + 1, + 4, + 4, + 18 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_6", - shape: [ - 1, - 4, - 4, - 18 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_6", + shape: [ + 1, + 4, + 4, + 18 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] diff --git a/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/test_conv2d_relu6_3x3_1x8x4x17_qi8.json b/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/test_conv2d_relu6_3x3_1x8x4x17_qi8.json index 335b8ed02..b631cb74f 100644 --- a/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/test_conv2d_relu6_3x3_1x8x4x17_qi8.json +++ b/frameworks/tflite/operators/conv_2d_relu6_3x3_1x8x4x17_qi8/test_conv2d_relu6_3x3_1x8x4x17_qi8.json @@ -5,5591 +5,5596 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 1, + 1, + 1, + 1 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 1 + ], + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0", + "layer_1", + "layer_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -128, + multiplier: [ + 1424496982, + 1427271875, + 1425477526, + 1409955911, + 1434551925, + 1419403294, + 1439218701, + 1432215209, + 1439682050, + 1441138999, + 1428595707, + 1440056143, + 1442714900, + 1428606885, + 1434313850, + 1438287905, + 1437494494, + 1433653215, + 1441067832, + 1430884210, + 1438231928, + 1440636055, + 1442812348, + 1438617967, + 1436206160, + 1436351223, + 1442776509, + 1442601579, + 1421911355, + 1423770300, + 1430924998, + 1440425969, + 1436980457, + 1442683668 + ], + shift: [ + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37, + 37 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ + "layer_2" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "CLAMP", + attribute_type: "ClampAttribute", + attribute: { + min_int: -128, + max_int: 127, + min_fp: 0.0, + max_fp: 0.0 + }, + inputs: [ + "layer_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "CONV2D", - attribute_type: "ConvAttribute", - attribute: { - pad: [ - 1, - 1, - 1, - 1 - ], - stride: [ - 1, - 1 - ], - dilation: [ - 1, - 1 - ], - input_zp: 0, - weight_zp: 0, - accum_dtype: "INT32" - }, - inputs: [ - "TosaInput_0", - "layer_1", - "layer_0" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -128, - multiplier: [ - 1424496982, - 1427271875, - 1425477526, - 1409955911, - 1434551925, - 1419403294, - 1439218701, - 1432215209, - 1439682050, - 1441138999, - 1428595707, - 1440056143, - 1442714900, - 1428606885, - 1434313850, - 1438287905, - 1437494494, - 1433653215, - 1441067832, - 1430884210, - 1438231928, - 1440636055, - 1442812348, - 1438617967, - 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+++ b/frameworks/tflite/operators/conv_2d_relu6_5x5_1x4x8x19_qu8/test_conv2d_relu6_5x5_1x4x8x19_qu8.json @@ -5,18607 +5,18612 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 128, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_2" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 2, + 2, + 2, + 2 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 1 + ], + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_3", + "layer_1", + "layer_0" + ], + outputs: [ + "layer_4" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -128, + multiplier: [ + 1441271302, + 1437643487, + 1442392398, + 1442447352, + 1437185082, + 1440761186, + 1438381269, + 1442349220, + 1441837397, + 1442596854, + 1441802581, + 1441685164, + 1430231014, + 1440341863, + 1438883876, + 1440482150, + 1441875284, + 1441861972, + 1440635065, + 1442675189, + 1442313380, + 1441368240, + 1438399360, + 1441905321, + 1442626891, + 1440437265, + 1438795643, + 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4, + 8, + 38 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_5", - shape: [ - 1, - 4, - 8, - 38 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_5", + shape: [ + 1, + 4, + 8, + 38 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_6", - shape: [ - 1, - 4, - 8, - 38 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_6", + shape: [ + 1, + 4, + 8, + 38 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_7", - shape: [ - 1, - 4, - 8, - 38 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_7", + shape: [ + 1, + 4, + 8, + 38 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 5986ae237..face6e403 100644 --- 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 @@ -5,1571 +5,1576 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 127, + output_zp: -1, + 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"INT8", + data: [ - ] - }, - { - name: "layer_7", - shape: [ - 1, - 32, - 32, - 16 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_7", + shape: [ + 1, + 32, + 32, + 16 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] diff --git a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/test_conv2d_relu_n1_to_1_5x5_1x7x7x9_qi8.json b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/test_conv2d_relu_n1_to_1_5x5_1x7x7x9_qi8.json index ec10240be..bdcb8cbb8 100644 --- a/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/test_conv2d_relu_n1_to_1_5x5_1x7x7x9_qi8.json +++ b/frameworks/tflite/operators/conv_2d_relu_n1_to_1_5x5_1x7x7x9_qi8/test_conv2d_relu_n1_to_1_5x5_1x7x7x9_qi8.json @@ -5,4343 +5,4348 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_1" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 2, + 2, + 2, + 2 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 1 + ], + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0", + "layer_1", + "layer_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -1, + multiplier: [ + 1075180229, + 1080393154, + 1075757751, + 1080477760, + 1076267178, + 1080816695, + 1081404328, + 1080768440, + 1081197870, + 1079240543, + 1074531925, + 1079775057, + 1082148886, + 1076554403, + 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a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json index 2435c8d7e..d6aa10f51 100644 --- a/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json +++ b/frameworks/tflite/operators/conv_2d_tanh_3x3_1x7x7x9_qi8/test_conv2d_tanh_3x3_1x7x7x9_qi8.json @@ -5,2280 +5,2285 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - 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_1" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_2" + ] + }, + { + op: "CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 1, + 1, + 1, + 1 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 1 + ], + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0", + "layer_2", + "layer_1" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1337563836, + 1337599569, + 1330603169, + 1336977977, + 1330164053, + 1331862392, + 1334477635, + 1337625614, + 1339937128, + 1342460974, + 1339412571, + 1342126039, + 1336810589, + 1324626186, + 1335724630, + 1338786056, + 1333721529, + 1299407973 + ], + shift: [ + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41, + 41 + ], + scale32: true, + double_round: true, + per_channel: true + }, + inputs: [ 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+ "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index de3898a25..372268b3a 100644 --- 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 @@ -5,447 +5,452 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - 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_1" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 128, + output_zp: 0, + 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: 0, + output_zp: 0, + 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_2" + ], + outputs: [ + "layer_5" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 1, + 1, + 4, + 2 + ] + }, + inputs: [ + "layer_5" + ], + outputs: [ + "layer_6" + ] + }, + { + op: "DEPTHWISE_CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 1, + 1 + ], + input_zp: 0, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_4", + "layer_6", + "layer_1" + ], + outputs: [ + "layer_7" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -15, + multiplier: [ + 1617397034, + 1295934021, + 1965439847, + 1417314708, + 1201505155, + 1779323804, + 1294602813, + 1505974402 + ], 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shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_5", - shape: [ - 1, - 1, - 8, - 1 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_5", + shape: [ + 1, + 1, + 8, + 1 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_6", - shape: [ - 1, - 1, - 4, - 2 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_6", + shape: [ + 1, + 1, + 4, + 2 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_7", - shape: [ - 1, - 4, - 4, - 8 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_7", + shape: [ + 1, + 4, + 4, + 8 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_8", - shape: [ - 1, - 4, - 4, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_8", + shape: [ + 1, + 4, + 4, + 8 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_9", - shape: [ - 1, - 4, - 4, - 8 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_9", + shape: [ + 1, + 4, + 4, + 8 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index de7a730e4..ea66ae896 100644 --- 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 @@ -5,631 +5,636 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_0" - ] - }, - { - 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_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_2" + ], + outputs: [ + "layer_5" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 3, + 3, + 8, + 2 + ] + }, + inputs: [ + "layer_5" + ], + outputs: [ + "layer_6" + ] + }, + { + op: "DEPTHWISE_CONV2D", + attribute_type: "ConvAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + stride: [ + 1, + 1 + ], + dilation: [ + 2, + 2 + ], + input_zp: -1, + weight_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_4", + "layer_6", + "layer_1" + ], + outputs: [ + "layer_7" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 9, + multiplier: [ + 1289733168, + 1659333964, + 1756807644, + 1616530809, + 1805805745, 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b/frameworks/tflite/operators/logistic_1x8x4x17_qi8/test_sigmoid_1x8x4x17_qi8.json @@ -5,283 +5,587 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "TABLE", + attribute_type: "TableAttribute", + attribute: { + table: [ + -97, + -97, + -96, + -96, + -96, + -95, + -95, + -94, + -94, + -93, + -93, + -92, + -92, + -91, + -91, + -90, + -90, + -89, + -89, + -88, + -88, + -87, + -87, + -86, + -86, + -85, + -84, + -84, + -83, + -83, + -82, + -82, + -81, + -80, + -80, + -79, + -78, + -78, + -77, + -77, + -76, + -75, + -75, + -74, + -73, + -73, + -72, + -71, + -71, + -70, + -69, + -68, + -68, + -67, + -66, + -65, + -65, + -64, + -63, + -62, + -62, + -61, + -60, + -59, + -59, + -58, + -57, + -56, + -55, + -55, + -54, + -53, + -52, + -51, + -50, + -49, + -49, 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diff --git a/frameworks/tflite/operators/logistic_64_qi16/test_sigmoid_64_qi16.json b/frameworks/tflite/operators/logistic_64_qi16/test_sigmoid_64_qi16.json index e3ad6b6da..5689e465f 100644 --- a/frameworks/tflite/operators/logistic_64_qi16/test_sigmoid_64_qi16.json +++ b/frameworks/tflite/operators/logistic_64_qi16/test_sigmoid_64_qi16.json @@ -5,1649 +5,1654 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "TABLE", + attribute_type: "TableAttribute", + attribute: { + table: [ + 3906, + 3932, + 3960, + 3987, + 4015, + 4042, + 4070, + 4098, + 4126, + 4155, + 4183, + 4211, + 4240, + 4269, + 4298, + 4327, + 4357, + 4386, + 4416, + 4446, + 4476, + 4507, + 4537, + 4568, + 4598, + 4629, + 4661, + 4692, + 4723, + 4755, + 4787, + 4819, + 4851, + 4884, + 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b/frameworks/tflite/operators/max_pool_2d_1x32x32x8_qi8_st12_padVALID_kern22/test_max_pool2d_1x32x32x8_qi8_st12_padVALID_kern22.json @@ -5,32 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MAX_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 2, - 2 - ], - stride: [ - 1, - 2 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MAX_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 2, + 2 + ], + stride: [ + 1, + 2 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 32, + 32, + 8 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 31, + 16, + 8 + ], + type: "INT8", + data: [ + + ] + } + ], inputs: [ "TosaInput_0" ], @@ -38,40 +77,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 32, - 32, - 8 - ], - type: "INT8", - data: [ - - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 31, - 16, - 8 - ], - type: "INT8", - data: [ - - ] - } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index f663a9c93..51ad25410 100644 --- 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 @@ -5,32 +5,71 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MAX_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 1, - 1 - ], - stride: [ - 1, - 1 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, + name: "main", + operators: [ + { + op: "MAX_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 1, + 1 + ], + stride: [ + 1, + 1 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ + + ] + } + ], inputs: [ "TosaInput_0" ], @@ -38,40 +77,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "INT8", - data: [ - - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "INT8", - data: [ - - ] - } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 71cedf647..124822367 100644 --- 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 @@ -5,217 +5,222 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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_0" - ] - }, - { - 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_0" + name: "main", + operators: [ + { + 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_0" + ] + }, + { + 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_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "MAX_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 2, + 2 + ], + stride: [ + 2, + 2 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + 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_2" + ], + outputs: [ + "layer_3" + ] + }, + { + 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_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "MAX_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 2, - 2 - ], - stride: [ - 2, - 2 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - 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_2" - ], - outputs: [ - "layer_3" - ] - }, - { - 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_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 2, - 2, - 4 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 2, + 2, + 4 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 4, - 4, - 4 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 4, + 4, + 4 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 2, - 2, - 4 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 2, + 2, + 4 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 2, - 2, - 4 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 2, + 2, + 4 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 65ec9935e..432e422c3 100644 --- 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 @@ -5,217 +5,222 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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_0" - ] - }, - { - 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_0" + name: "main", + operators: [ + { + 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_0" + ] + }, + { + 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_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "MAX_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 2, + 2 + ], + stride: [ + 2, + 1 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + 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_2" + ], + outputs: [ + "layer_3" + ] + }, + { + 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_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "MAX_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 2, - 2 - ], - stride: [ - 2, - 1 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - 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_2" - ], - outputs: [ - "layer_3" - ] - }, - { - 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_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 2, - 7, - 19 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 2, + 7, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 2, - 7, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 2, + 7, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 2, - 7, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 2, + 7, + 19 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 028c3f2d3..758f16c87 100644 --- 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 @@ -5,217 +5,222 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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_0" - ] - }, - { - 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_0" + name: "main", + operators: [ + { + 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_0" + ] + }, + { + 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_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "MAX_POOL2D", + attribute_type: "PoolAttribute", + attribute: { + pad: [ + 0, + 0, + 0, + 0 + ], + kernel: [ + 2, + 1 + ], + stride: [ + 2, + 1 + ], + input_zp: 0, + output_zp: 0, + accum_dtype: "INT32" + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + 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_2" + ], + outputs: [ + "layer_3" + ] + }, + { + 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_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "MAX_POOL2D", - attribute_type: "PoolAttribute", - attribute: { - pad: [ - 0, - 0, - 0, - 0 - ], - kernel: [ - 2, - 1 - ], - stride: [ - 2, - 1 - ], - input_zp: 0, - output_zp: 0, - accum_dtype: "INT32" - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - 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_2" - ], - outputs: [ - "layer_3" - ] - }, - { - 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_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 4, - 4, - 17 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 4, + 4, + 17 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 4, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 4, + 4, + 17 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 4, - 4, - 17 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 4, + 4, + 17 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 32b39b2d4..538ea4bfe 100644 --- a/frameworks/tflite/operators/minimum_1x4x4x4_i32/test_min_1x4x4x4_i32.json +++ b/frameworks/tflite/operators/minimum_1x4x4x4_i32/test_min_1x4x4x4_i32.json @@ -5,13 +5,66 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MINIMUM", - attribute_type: "NONE", + 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" @@ -20,54 +73,6 @@ "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/test_min_64_i32.json b/frameworks/tflite/operators/minimum_64_i32/test_min_64_i32.json index 8aa793b02..b4079f4e6 100644 --- a/frameworks/tflite/operators/minimum_64_i32/test_min_64_i32.json +++ b/frameworks/tflite/operators/minimum_64_i32/test_min_64_i32.json @@ -5,13 +5,57 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "MINIMUM", - attribute_type: "NONE", + 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" @@ -20,45 +64,6 @@ "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/test_mul_13x21x3_qi16.json b/frameworks/tflite/operators/mul_13x21x3_qi16/test_mul_13x21x3_qi16.json index bd09e5804..ab7bad9c6 100644 --- a/frameworks/tflite/operators/mul_13x21x3_qi16/test_mul_13x21x3_qi16.json +++ b/frameworks/tflite/operators/mul_13x21x3_qi16/test_mul_13x21x3_qi16.json @@ -5,174 +5,179 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - 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: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "TosaInput_1" - ], - outputs: [ - "layer_1" - ] - }, - { - op: "MUL", - attribute_type: "MulAttribute", - attribute: { - shift: 0 - }, - inputs: [ - "layer_0", - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1075255808 - ], - shift: [ - 45 - ], - scale32: true, - double_round: true, - per_channel: false - }, - inputs: [ - "layer_2" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 13, - 21, - 3 + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + 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: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "TosaInput_1" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "MUL", + attribute_type: "MulAttribute", + attribute: { + shift: 0 + }, + inputs: [ + "layer_0", + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1075255808 + ], + shift: [ + 45 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_2" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT16", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 13, + 21, + 3 + ], + type: "INT16", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 13, - 1, - 3 - ], - type: "INT16", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 13, + 1, + 3 + ], + type: "INT16", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 13, - 21, - 3 - ], - type: "INT16", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 13, + 21, + 3 + ], + type: "INT16", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 13, - 21, - 3 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 13, + 21, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 13, - 1, - 3 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 13, + 1, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 13, - 21, - 3 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 13, + 21, + 3 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 69ce87cf3..953e6c324 100644 --- a/frameworks/tflite/operators/mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json +++ b/frameworks/tflite/operators/mul_1x4x8x19_qu8/test_mul_1x4x8x19_qu8.json @@ -5,396 +5,401 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 128, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "TosaInput_1" - ], - outputs: [ - "layer_0" - ] - }, - { - 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_1" - ] - }, - { - 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_1" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: true, - per_channel: false - }, - inputs: [ - "layer_0" - ], - outputs: [ - "layer_3" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: -1, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "layer_2" - ], - outputs: [ - "layer_4" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "layer_3" - ], - outputs: [ - "layer_5" - ] - }, - { - op: "MUL", - attribute_type: "MulAttribute", - attribute: { - shift: 0 - }, - inputs: [ - "layer_4", - "layer_5" - ], - outputs: [ - "layer_6" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: -1, - multiplier: [ - 1082504064 - ], - shift: [ - 37 - ], - scale32: true, - double_round: true, - per_channel: false - }, - inputs: [ - "layer_6" - ], - outputs: [ - "layer_7" - ] - }, - { - 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_7" - ], - outputs: [ - "layer_8" - ] - }, - { - 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_8" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 8, - 19 + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 128, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "TosaInput_1" + ], + outputs: [ + "layer_0" + ] + }, + { + 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_1" + ] + }, + { + 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_1" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_0" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: -1, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "layer_2" + ], + outputs: [ + "layer_4" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "layer_3" + ], + outputs: [ + "layer_5" + ] + }, + { + op: "MUL", + attribute_type: "MulAttribute", + attribute: { + shift: 0 + }, + inputs: [ + "layer_4", + "layer_5" + ], + outputs: [ + "layer_6" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: -1, + multiplier: [ + 1082504064 + ], + shift: [ + 37 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_6" + ], + outputs: [ + "layer_7" + ] + }, + { + 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_7" + ], + outputs: [ + "layer_8" + ] + }, + { + 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_8" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 1, - 4, - 1, - 19 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 1, + 4, + 1, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 4, - 1, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 4, + 1, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 4, - 1, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 4, + 1, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_4", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_4", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_5", - shape: [ - 1, - 4, - 1, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_5", + shape: [ + 1, + 4, + 1, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_6", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_6", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_7", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_7", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_8", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_8", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 2de3a013c..7870b894b 100644 --- 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 @@ -5,128 +5,133 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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 + 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" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 13, + 21, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - 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_2", + shape: [ + 13, + 21, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - 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: "TosaOutput_0", + shape: [ + 4, + 13, + 21, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 52, - 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" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index cb3db3d60..3f13020ff 100644 --- 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 @@ -5,121 +5,126 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - 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" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 14, - 19 + 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" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 14, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 14, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 14, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_2", - shape: [ - 14, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_2", + shape: [ + 14, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - shape: [ - 14, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_3", + shape: [ + 14, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 14, - 4, - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 14, + 4, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 14, - 76 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 14, + 76 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1", + "TosaInput_2", + "TosaInput_3" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index f077ad25f..20ad5297f 100644 --- 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 @@ -5,135 +5,140 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 2 - }, - inputs: [ - "TosaInput_1", - "TosaInput_3", - "TosaInput_2", - "TosaInput_0" - ], - outputs: [ - "layer_0" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 1, - 7, - 4, - 7, - 9 - ] - }, - inputs: [ - "layer_0" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 7, - 7, - 9 + name: "main", + operators: [ + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 2 + }, + inputs: [ + "TosaInput_1", + "TosaInput_3", + "TosaInput_2", + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 1, + 7, + 4, + 7, + 9 + ] + }, + inputs: [ + "layer_0" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_2", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_2", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - shape: [ - 1, - 7, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_3", + shape: [ + 1, + 7, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 7, - 4, - 7, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 7, + 4, + 7, + 9 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 7, - 28, - 9 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 7, + 28, + 9 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1", + "TosaInput_2", + "TosaInput_3" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 19995e640..481c37a79 100644 --- 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 @@ -5,211 +5,216 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 0 + }, + inputs: [ + "TosaInput_1", + "TosaInput_3", + "TosaInput_2", + "TosaInput_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 4, + 1, + 8, + 4, + 17 + ] + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "TRANSPOSE", + attribute_type: "TransposeAttribute", + attribute: { + perms: [ + 1, + 2, + 3, + 4, + 0 + ] + }, + inputs: [ + "layer_2" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_0" - ] - }, - { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, - inputs: [ - "TosaInput_1", - "TosaInput_3", - "TosaInput_2", - "TosaInput_0" - ], - outputs: [ - "layer_1" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 4, - 1, - 8, - 4, - 17 - ] - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "TRANSPOSE", - attribute_type: "TransposeAttribute", - attribute: { - perms: [ - 1, - 2, - 3, - 4, - 0 - ] - }, - inputs: [ - "layer_2" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_1", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_1", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_2", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_2", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaInput_3", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaInput_3", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 8, - 4, - 17, - 4 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 8, + 4, + 17, + 4 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 5 - ], - type: "INT32", - data: [ - 1, - 0, - 0, - 0, - 2, - 0, - 0, - 0, - 3, - 0, - 0, - 0, - 4, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - { - name: "layer_1", - shape: [ - 4, - 8, - 4, - 17 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 5 + ], + type: "INT32", + data: [ + 1, + 0, + 0, + 0, + 2, + 0, + 0, + 0, + 3, + 0, + 0, + 0, + 4, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + name: "layer_1", + shape: [ + 4, + 8, + 4, + 17 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 4, - 1, - 8, - 4, - 17 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 4, + 1, + 8, + 4, + 17 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0", + "TosaInput_1", + "TosaInput_2", + "TosaInput_3" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0", - "TosaInput_1", - "TosaInput_2", - "TosaInput_3" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 1c4ebb671..3c8e40411 100644 --- 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 @@ -5,21 +5,59 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 7, - 3, - 3, - 13 - ] - }, + 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" ], @@ -27,39 +65,6 @@ "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/test_reshape_14x19_i32_rank1.json b/frameworks/tflite/operators/reshape_14x19_i32_rank1/test_reshape_14x19_i32_rank1.json index 7ef2acd24..3794f4525 100644 --- 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 @@ -5,19 +5,54 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 2, - 133 - ] - }, + 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" ], @@ -25,36 +60,6 @@ "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/test_reshape_1x32x32x8_i32_rank2.json b/frameworks/tflite/operators/reshape_1x32x32x8_i32_rank2/test_reshape_1x32x32x8_i32_rank2.json index 5f0f8bab1..81eb91ede 100644 --- 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 @@ -5,20 +5,58 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 8, - 8, - 128 - ] - }, + 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" ], @@ -26,39 +64,6 @@ "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/test_resize_bilinear_1x32x32x8_qi16.json b/frameworks/tflite/operators/resize_bilinear_1x32x32x8_qi16/test_resize_bilinear_1x32x32x8_qi16.json index 6aff4f565..d12e7eb85 100644 --- 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 @@ -5,107 +5,112 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESIZE", - attribute_type: "ResizeAttribute", - attribute: { - scale: [ - 4, - 2, - 4, - 2 - ], - offset: [ - -1, - -1 - ], - border: [ - 1, - 1 - ], - mode: "BILINEAR" - }, - inputs: [ - "TosaInput_0" + name: "main", + operators: [ + { + op: "RESIZE", + attribute_type: "ResizeAttribute", + attribute: { + scale: [ + 4, + 2, + 4, + 2 + ], + offset: [ + -1, + -1 + ], + border: [ + 1, + 1 + ], + mode: "BILINEAR" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 16384 + ], + shift: [ + 18 + ], + 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: [ + + ] + } ], - outputs: [ - "layer_0" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 16384 - ], - shift: [ - 18 - ], - scale32: false, - double_round: false, - per_channel: false - }, inputs: [ - "layer_0" + "TosaInput_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/test_resize_bilinear_1x4x4x4_qi8.json b/frameworks/tflite/operators/resize_bilinear_1x4x4x4_qi8/test_resize_bilinear_1x4x4x4_qi8.json index 6fd22c6db..6202a6a7a 100644 --- 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 @@ -5,107 +5,112 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESIZE", - attribute_type: "ResizeAttribute", - attribute: { - scale: [ - 4, - 2, - 4, - 2 - ], - offset: [ - -1, - -1 - ], - border: [ - 1, - 1 - ], - mode: "BILINEAR" - }, - inputs: [ - "TosaInput_0" + name: "main", + operators: [ + { + op: "RESIZE", + attribute_type: "ResizeAttribute", + attribute: { + scale: [ + 4, + 2, + 4, + 2 + ], + offset: [ + -1, + -1 + ], + border: [ + 1, + 1 + ], + mode: "BILINEAR" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 34 + ], + 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: [ + + ] + } ], - outputs: [ - "layer_0" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 34 - ], - scale32: true, - double_round: false, - per_channel: false - }, inputs: [ - "layer_0" + "TosaInput_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" ] } ] 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 index 587885301..7097e206e 100644 --- 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 @@ -5,215 +5,220 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 128, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - 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: [ - 30 - ], - scale32: true, - double_round: true, - per_channel: false - }, - inputs: [ - "layer_0" + name: "main", + operators: [ + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 128, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + 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: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "RESIZE", + attribute_type: "ResizeAttribute", + attribute: { + scale: [ + 4, + 2, + 4, + 2 + ], + offset: [ + -1, + -1 + ], + border: [ + 1, + 1 + ], + mode: "NEAREST" + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: true, + per_channel: false + }, + inputs: [ + "layer_2" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 128, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "layer_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_1" - ] - }, - { - op: "RESIZE", - attribute_type: "ResizeAttribute", - attribute: { - scale: [ - 4, - 2, - 4, - 2 - ], - offset: [ - -1, - -1 - ], - border: [ - 1, - 1 - ], - mode: "NEAREST" - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 0, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: true, - per_channel: false - }, - inputs: [ - "layer_2" - ], - outputs: [ - "layer_3" - ] - }, - { - op: "RESCALE", - attribute_type: "RescaleAttribute", - attribute: { - input_zp: 0, - output_zp: 128, - multiplier: [ - 1073741824 - ], - shift: [ - 30 - ], - scale32: true, - double_round: false, - per_channel: false - }, - inputs: [ - "layer_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "UINT8", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 1, - 8, - 16, - 19 - ], - type: "UINT8", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 8, + 16, + 19 + ], + type: "UINT8", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 8, - 16, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 8, + 16, + 19 + ], + type: "INT8", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 8, - 16, - 19 - ], - type: "INT8", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 8, + 16, + 19 + ], + type: "INT8", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 84fd0863f..d36c73a2f 100644 --- 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 @@ -5,30 +5,69 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "RESIZE", - attribute_type: "ResizeAttribute", - attribute: { - scale: [ - 4, - 2, - 4, - 2 - ], - offset: [ - -1, - -1 - ], - border: [ - 1, - 1 - ], - mode: "NEAREST" - }, + name: "main", + operators: [ + { + op: "RESIZE", + attribute_type: "ResizeAttribute", + attribute: { + scale: [ + 4, + 2, + 4, + 2 + ], + offset: [ + -1, + -1 + ], + border: [ + 1, + 1 + ], + mode: "NEAREST" + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" + ] + } + ], + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 8, + 4, + 17 + ], + type: "INT8", + data: [ + + ] + }, + { + name: "TosaOutput_0", + shape: [ + 1, + 16, + 8, + 17 + ], + type: "INT8", + data: [ + + ] + } + ], inputs: [ "TosaInput_0" ], @@ -36,40 +75,6 @@ "TosaOutput_0" ] } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 8, - 4, - 17 - ], - type: "INT8", - data: [ - - ] - }, - { - name: 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attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_6" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ - ], - outputs: [ - "layer_7" - ] - }, - { - op: "CONST", - attribute_type: "NONE", - inputs: [ + ], + outputs: [ + "layer_7" + ] + }, + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_8" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + attribute: { + input_zp: 0, + output_zp: 0, + multiplier: [ + 1073741824 + ], + shift: [ + 30 + ], + scale32: true, + double_round: false, + per_channel: false + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_9" + ] + }, + { + op: "REDUCE_MAX", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "layer_9" + ], + outputs: [ + "layer_10" + ] + }, + { + op: "SUB", + attribute_type: "NONE", + inputs: [ + "layer_9", + "layer_10" + ], + outputs: [ + "layer_11" + ] + }, + { + op: "RESCALE", + attribute_type: "RescaleAttribute", + 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a/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/test_split_1x4x8x19_i32_splitv_axis3.json b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/test_split_1x4x8x19_i32_splitv_axis3.json index 4adee7674..a6f7aec99 100644 --- a/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/test_split_1x4x8x19_i32_splitv_axis3.json +++ b/frameworks/tflite/operators/split_1x4x8x19_i32_splitv_axis3/test_split_1x4x8x19_i32_splitv_axis3.json @@ -5,450 +5,455 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 0, - 0, - 0, - 0 - ], - size: [ - 1, - 4, - 8, - 16 - ] - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_0" - ] - }, - { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 0, - 0, - 0, - 16 - ], - size: [ - 1, - 4, - 8, - 2 - ] - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_1" - ] - }, - { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 0, - 0, - 0, - 18 - ], - size: [ - 1, - 4, - 8, - 1 - ] - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 1 - }, - inputs: [ - "layer_0" - ], - outputs: [ - "layer_3" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 2 - }, - inputs: [ - "layer_3" - ], - outputs: [ - "layer_4" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 3 - }, - inputs: [ - "layer_4" - ], - outputs: [ - "layer_5" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 1 - }, - inputs: [ - "layer_1" + name: "main", + operators: [ + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 0, + 0, + 0, + 0 + ], + size: [ + 1, + 4, + 8, + 16 + ] + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 0, + 0, + 0, + 16 + ], + size: [ + 1, + 4, + 8, + 2 + ] + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 0, + 0, + 0, + 18 + ], + size: [ + 1, + 4, + 8, + 1 + ] + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "layer_0" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 2 + }, + inputs: [ + "layer_3" + ], + outputs: [ + "layer_4" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 3 + }, + inputs: [ + "layer_4" + ], + outputs: [ + "layer_5" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_6" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 2 + }, + inputs: [ + "layer_6" + ], + outputs: [ + "layer_7" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 3 + }, + inputs: [ + "layer_7" + ], + outputs: [ + "layer_8" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 1 + }, + inputs: [ + "layer_2" + ], + outputs: [ + "layer_9" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 2 + }, + inputs: [ + "layer_9" + ], + outputs: [ + "layer_10" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 1 + ] + }, + inputs: [ + "layer_5" + ], + outputs: [ + "layer_11" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 1 + ] + }, + inputs: [ + "layer_8" + ], + outputs: [ + "layer_12" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 1 + ] + }, + inputs: [ + "layer_10" + ], + outputs: [ + "layer_13" + ] + }, + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 0 + }, + inputs: [ + "layer_11", + "layer_12", + "layer_13" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_6" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 2 - }, - inputs: [ - "layer_6" - ], - outputs: [ - "layer_7" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 3 - }, - inputs: [ - "layer_7" - ], - outputs: [ - "layer_8" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 1 - }, - inputs: [ - "layer_2" - ], - outputs: [ - "layer_9" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 2 - }, - inputs: [ - "layer_9" - ], - outputs: [ - "layer_10" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 1 - ] - }, - inputs: [ - "layer_5" - ], - outputs: [ - "layer_11" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 1 - ] - }, - inputs: [ - "layer_8" - ], - outputs: [ - "layer_12" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 1 - ] - }, - inputs: [ - "layer_10" - ], - outputs: [ - "layer_13" - ] - }, - { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, - inputs: [ - "layer_11", - "layer_12", - "layer_13" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 1, - 4, - 8, - 19 - ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 1, + 4, + 8, + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 3 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 1, - 4, - 8, - 16 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 1, + 4, + 8, + 16 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 1, - 4, - 8, - 2 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 1, + 4, + 8, + 2 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_10", - shape: [ - 1, - 1, - 1, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_10", + shape: [ + 1, + 1, + 1, + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_11", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_11", + shape: [ + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_12", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_12", + shape: [ + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_13", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_13", + shape: [ + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1, - 4, - 8, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1, + 4, + 8, + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1, - 1, - 8, - 16 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1, + 1, + 8, + 16 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_4", - shape: [ - 1, - 1, - 1, - 16 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_4", + shape: [ + 1, + 1, + 1, + 16 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_5", - shape: [ - 1, - 1, - 1, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_5", + shape: [ + 1, + 1, + 1, + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_6", - shape: [ - 1, - 1, - 8, - 2 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_6", + shape: [ + 1, + 1, + 8, + 2 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_7", - shape: [ - 1, - 1, - 1, - 2 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_7", + shape: [ + 1, + 1, + 1, + 2 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_8", - shape: [ - 1, - 1, - 1, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_8", + shape: [ + 1, + 1, + 1, + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_9", - shape: [ - 1, - 1, - 8, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_9", + shape: [ + 1, + 1, + 8, + 1 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index e11650a29..a0282b310 100644 --- 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 @@ -5,154 +5,159 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 0 - ], - size: [ - 32 - ] - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_0" - ] - }, - { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 32 - ], - size: [ - 32 - ] - }, - inputs: [ - "TosaInput_0" - ], - outputs: [ - "layer_1" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, - inputs: [ - "layer_0" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "REDUCE_SUM", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_3" - ] - }, - { - op: "CONCAT", - attribute_type: "AxisAttribute", - attribute: { - axis: 0 - }, - inputs: [ - "layer_2", - "layer_3" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 64 + name: "main", + operators: [ + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 0 + ], + size: [ + 32 + ] + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 32 + ], + size: [ + 32 + ] + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 0 + }, + inputs: [ + "layer_0" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "REDUCE_SUM", + attribute_type: "AxisAttribute", + attribute: { + axis: 0 + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_3" + ] + }, + { + op: "CONCAT", + attribute_type: "AxisAttribute", + attribute: { + axis: 0 + }, + inputs: [ + "layer_2", + "layer_3" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 64 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 2 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 2 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 32 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 32 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 32 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 32 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 1 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_3", - shape: [ - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_3", + shape: [ + 1 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index 2258358dc..b55f79111 100644 --- 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 @@ -5,25 +5,62 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 5, - 12, - 1 - ], - size: [ - 8, - 6, - 2 - ] - }, + 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" ], @@ -31,38 +68,6 @@ "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/test_strided_slice_14x19_i32_perm1.json b/frameworks/tflite/operators/strided_slice_14x19_i32_perm1/test_strided_slice_14x19_i32_perm1.json index 16e875e40..e8c17c4fd 100644 --- 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 @@ -5,85 +5,90 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 0, - 4 - ], - size: [ - 1, - 6 - ] - }, - inputs: [ - "TosaInput_0" + 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: [ + + ] + } ], - outputs: [ - "layer_0" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 6 - ] - }, inputs: [ - "layer_0" + "TosaInput_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/test_strided_slice_64_i32_perm3.json b/frameworks/tflite/operators/strided_slice_64_i32_perm3/test_strided_slice_64_i32_perm3.json index b4c2c101f..186b381c6 100644 --- 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 @@ -5,139 +5,144 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 1 - ], - size: [ - 57 - ] - }, - inputs: [ - "TosaInput_0" + name: "main", + operators: [ + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 1 + ], + size: [ + 57 + ] + }, + inputs: [ + "TosaInput_0" + ], + outputs: [ + "layer_0" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 19, + 3 + ] + }, + inputs: [ + "layer_0" + ], + outputs: [ + "layer_1" + ] + }, + { + op: "SLICE", + attribute_type: "SliceAttribute", + attribute: { + start: [ + 0, + 0 + ], + size: [ + 19, + 1 + ] + }, + inputs: [ + "layer_1" + ], + outputs: [ + "layer_2" + ] + }, + { + op: "RESHAPE", + attribute_type: "ReshapeAttribute", + attribute: { + new_shape: [ + 19 + ] + }, + inputs: [ + "layer_2" + ], + outputs: [ + "TosaOutput_0" + ] + } ], - outputs: [ - "layer_0" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 19, - 3 - ] - }, - inputs: [ - "layer_0" - ], - outputs: [ - "layer_1" - ] - }, - { - op: "SLICE", - attribute_type: "SliceAttribute", - attribute: { - start: [ - 0, - 0 - ], - size: [ - 19, - 1 - ] - }, - inputs: [ - "layer_1" - ], - outputs: [ - "layer_2" - ] - }, - { - op: "RESHAPE", - attribute_type: "ReshapeAttribute", - attribute: { - new_shape: [ - 19 - ] - }, - inputs: [ - "layer_2" - ], - outputs: [ - "TosaOutput_0" - ] - } - ], - tensors: [ - { - name: "TosaInput_0", - shape: [ - 64 - ], - type: "INT32", - data: [ + tensors: [ + { + name: "TosaInput_0", + shape: [ + 64 + ], + type: "INT32", + data: [ - ] - }, - { - name: "TosaOutput_0", - shape: [ - 19 - ], - type: "INT32", - data: [ + ] + }, + { + name: "TosaOutput_0", + shape: [ + 19 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_0", - shape: [ - 57 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_0", + shape: [ + 57 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_1", - shape: [ - 19, - 3 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_1", + shape: [ + 19, + 3 + ], + type: "INT32", + data: [ - ] - }, - { - name: "layer_2", - shape: [ - 19, - 1 - ], - type: "INT32", - data: [ + ] + }, + { + name: "layer_2", + shape: [ + 19, + 1 + ], + type: "INT32", + data: [ + ] + } + ], + inputs: [ + "TosaInput_0" + ], + outputs: [ + "TosaOutput_0" ] } - ], - inputs: [ - "TosaInput_0" - ], - outputs: [ - "TosaOutput_0" ] } ] 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 index d23769fe0..d6b27299c 100644 --- a/frameworks/tflite/operators/tanh_13x21x3_qu8/test_tanh_13x21x3_qu8.json +++ b/frameworks/tflite/operators/tanh_13x21x3_qu8/test_tanh_13x21x3_qu8.json @@ -5,727 +5,732 @@ _patch: 0, _draft: true }, - blocks: [ + regions: [ { name: "main", - operators: [ + blocks: [ { - op: "CONST", - attribute_type: "NONE", - inputs: [ + name: "main", + operators: [ + { + op: "CONST", + attribute_type: "NONE", + inputs: [ + ], + outputs: [ + "layer_0" + ] + }, + { + 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_1" + ] + }, + { + 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_1" + ], 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