| // |
| // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| |
| #include "ParserFlatbuffersFixture.hpp" |
| |
| |
| TEST_SUITE("TensorflowLiteParser_Reshape_Dynamic") |
| { |
| struct ReshapeDynamicFixture1 : public ParserFlatbuffersFixture |
| { |
| explicit ReshapeDynamicFixture1() |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ |
| { |
| "deprecated_builtin_code": 77, |
| "version": 1, |
| "builtin_code": "ADD" |
| }, |
| { |
| "deprecated_builtin_code": 22, |
| "version": 1, |
| "builtin_code": "ADD" |
| } |
| ], |
| "subgraphs": [ |
| { |
| "tensors": [ |
| { |
| "shape": [ |
| 2, |
| 5 |
| ], |
| "type": "FLOAT32", |
| "buffer": 1, |
| "name": "input_33", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": [ |
| -1, |
| 10 |
| ] |
| }, |
| { |
| "shape": [ |
| 2 |
| ], |
| "type": "INT32", |
| "buffer": 2, |
| "name": "functional_15/tf_op_layer_Shape_9/Shape_9", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false |
| }, |
| { |
| "shape": [ |
| 2, |
| 5 |
| ], |
| "type": "FLOAT32", |
| "buffer": 3, |
| "name": "Identity", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": [ |
| -1, |
| 5 |
| ] |
| } |
| ], |
| "inputs": [ |
| 0 |
| ], |
| "outputs": [ |
| 2 |
| ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ |
| 0 |
| ], |
| "outputs": [ |
| 1 |
| ], |
| "builtin_options_type": "ShapeOptions", |
| "builtin_options": { |
| "out_type": "INT32" |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| }, |
| { |
| "opcode_index": 1, |
| "inputs": [ |
| 0, |
| 1 |
| ], |
| "outputs": [ |
| 2 |
| ], |
| "builtin_options_type": "NONE", |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| "name": "main" |
| } |
| ], |
| "description": "MLIR Converted.", |
| "buffers": [ |
| { |
| }, |
| { |
| }, |
| { |
| }, |
| { |
| }, |
| { |
| "data": [ |
| 49, |
| 46, |
| 49, |
| 48, |
| 46, |
| 48, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0 |
| ] |
| } |
| ], |
| "metadata": [ |
| { |
| "name": "min_runtime_version", |
| "buffer": 4 |
| } |
| ] |
| } |
| )"; |
| |
| } |
| }; |
| |
| // ParseReshape test case: reshapeShapes[0] == 2 |
| TEST_CASE_FIXTURE(ReshapeDynamicFixture1, "ParseReshapeDynamic1") |
| { |
| SetupSingleInputSingleOutput("input_33", "Identity"); |
| RunTest<2, armnn::DataType::Float32>(0, |
| { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }, |
| { 1, 2, 3, 4, 5, |
| 6, 7, 8, 9, 10 }); |
| |
| CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "Identity").second.GetShape() |
| == armnn::TensorShape({2,5}))); |
| } |
| |
| struct ReshapeDynamicFixture2 : public ParserFlatbuffersFixture |
| { |
| explicit ReshapeDynamicFixture2() |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ |
| { |
| "deprecated_builtin_code": 77, |
| "version": 1, |
| "builtin_code": "ADD" |
| }, |
| { |
| "deprecated_builtin_code": 22, |
| "version": 1, |
| "builtin_code": "ADD" |
| } |
| ], |
| "subgraphs": [ |
| { |
| "tensors": [ |
| { |
| "shape": [ |
| -1, |
| 10 |
| ], |
| "type": "FLOAT32", |
| "buffer": 1, |
| "name": "input_33", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": [ |
| 2, |
| 5 |
| ] |
| }, |
| { |
| "shape": [ |
| 1 |
| ], |
| "type": "INT32", |
| "buffer": 2, |
| "name": "functional_15/tf_op_layer_Shape_9/Shape_9", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false |
| }, |
| { |
| "shape": [ |
| 10 |
| ], |
| "type": "FLOAT32", |
| "buffer": 3, |
| "name": "Identity", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": [ |
| -1, |
| 10 |
| ] |
| } |
| ], |
| "inputs": [ |
| 0 |
| ], |
| "outputs": [ |
| 2 |
| ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ |
| 0 |
| ], |
| "outputs": [ |
| 1 |
| ], |
| "builtin_options_type": "ShapeOptions", |
| "builtin_options": { |
| "out_type": "INT32" |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| }, |
| { |
| "opcode_index": 1, |
| "inputs": [ |
| 0, |
| 1 |
| ], |
| "outputs": [ |
| 2 |
| ], |
| "builtin_options_type": "NONE", |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| "name": "main" |
| } |
| ], |
| "description": "MLIR Converted.", |
| "buffers": [ |
| { |
| }, |
| { |
| }, |
| { |
| }, |
| { |
| }, |
| { |
| "data": [ |
| 49, |
| 46, |
| 49, |
| 48, |
| 46, |
| 48, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0 |
| ] |
| } |
| ], |
| "metadata": [ |
| { |
| "name": "min_runtime_version", |
| "buffer": 4 |
| } |
| ] |
| } |
| )"; |
| |
| } |
| }; |
| |
| // ParseReshape test case: reshapeShapes[0] == 1 |
| TEST_CASE_FIXTURE(ReshapeDynamicFixture2, "ParseReshapeDynamic2") |
| { |
| SetupSingleInputSingleOutput("input_33", "Identity"); |
| RunTest<1, armnn::DataType::Float32>(0, |
| { 1, 2, 3, 4, 5, |
| 6, 7, 8, 9, 10 }, |
| { 1, 2, 3, 4, 5, 6, 7, 8 ,9, 10 }); |
| CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "Identity").second.GetShape() |
| == armnn::TensorShape({10}))); |
| } |
| |
| struct ReshapeDynamicFixture3 : public ParserFlatbuffersFixture |
| { |
| explicit ReshapeDynamicFixture3() |
| { |
| m_JsonString = R"( |
| { |
| "version": 3, |
| "operator_codes": [ |
| { |
| "deprecated_builtin_code": 77, |
| "version": 1, |
| "builtin_code": "ADD" |
| }, |
| { |
| "deprecated_builtin_code": 22, |
| "version": 1, |
| "builtin_code": "ADD" |
| } |
| ], |
| "subgraphs": [ |
| { |
| "tensors": [ |
| { |
| "shape": [ |
| 1, |
| 9 |
| ], |
| "type": "FLOAT32", |
| "buffer": 1, |
| "name": "input_33", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": [ |
| -1, |
| 9 |
| ] |
| }, |
| { |
| "shape": [ |
| 3 |
| ], |
| "type": "INT32", |
| "buffer": 2, |
| "name": "functional_15/tf_op_layer_Shape_9/Shape_9", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false |
| }, |
| { |
| "shape": [ |
| 1, |
| 9 |
| ], |
| "type": "FLOAT32", |
| "buffer": 3, |
| "name": "Identity", |
| "quantization": { |
| "details_type": "NONE", |
| "quantized_dimension": 0 |
| }, |
| "is_variable": false, |
| "shape_signature": [ |
| -1, |
| 9 |
| ] |
| } |
| ], |
| "inputs": [ |
| 0 |
| ], |
| "outputs": [ |
| 2 |
| ], |
| "operators": [ |
| { |
| "opcode_index": 0, |
| "inputs": [ |
| 0 |
| ], |
| "outputs": [ |
| 1 |
| ], |
| "builtin_options_type": "ShapeOptions", |
| "builtin_options": { |
| "out_type": "INT32" |
| }, |
| "custom_options_format": "FLEXBUFFERS" |
| }, |
| { |
| "opcode_index": 1, |
| "inputs": [ |
| 0, |
| 1 |
| ], |
| "outputs": [ |
| 2 |
| ], |
| "builtin_options_type": "NONE", |
| "custom_options_format": "FLEXBUFFERS" |
| } |
| ], |
| "name": "main" |
| } |
| ], |
| "description": "MLIR Converted.", |
| "buffers": [ |
| { |
| }, |
| { |
| }, |
| { |
| }, |
| { |
| }, |
| { |
| "data": [ |
| 49, |
| 46, |
| 49, |
| 48, |
| 46, |
| 48, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0, |
| 0 |
| ] |
| } |
| ], |
| "metadata": [ |
| { |
| "name": "min_runtime_version", |
| "buffer": 4 |
| } |
| ] |
| } |
| )"; |
| |
| } |
| }; |
| |
| // ParseReshape test case: reshapeShapes[0] > 2 |
| TEST_CASE_FIXTURE(ReshapeDynamicFixture3, "ParseReshapeDynamic3") |
| { |
| CHECK_THROWS_AS(SetupSingleInputSingleOutput("input_33", "Identity"), armnn::ParseException); |
| } |
| |
| } |