diff options
| author | Davide Grohmann <davide.grohmann@arm.com> | 2022-04-07 14:50:50 +0200 |
|---|---|---|
| committer | Davide Grohmann <davide.grohmann@arm.com> | 2022-04-12 12:52:23 +0200 |
| commit | 80f8ddf050d594ec663b01cb800e9547c9f919d0 (patch) | |
| tree | 8952b03560639a89a0780335e28abc0ccc83c8be | |
| parent | 442fefb74a28307cfcd009723504ea5ac1353430 (diff) | |
| download | ethos-u-linux-driver-stack-80f8ddf050d594ec663b01cb800e9547c9f919d0.tar.gz | |
Drop tflite and flatbuffer dependencies
There is not real need for the linux_driver_stack to know about tflite
and flatbuffers. A better approach is to just pass the buffer to the
firmware to be processes, i.e., either parsed or executed.
This solves issues when linux_driver_stack and firmware are not in
sync with the same library versions.
Change-Id: I9b2a12e69f37f61b1ac594433a15883fb1c67b9c
| -rw-r--r-- | .gitignore | 3 | ||||
| -rw-r--r-- | CMakeLists.txt | 12 | ||||
| -rw-r--r-- | driver_library/CMakeLists.txt | 5 | ||||
| -rw-r--r-- | driver_library/include/ethosu.hpp | 2 | ||||
| -rw-r--r-- | driver_library/src/autogen/.clang-format | 23 | ||||
| -rw-r--r-- | driver_library/src/autogen/README.md | 23 | ||||
| -rw-r--r-- | driver_library/src/autogen/tflite_schema.hpp | 10026 | ||||
| -rw-r--r-- | driver_library/src/ethosu.cpp | 121 |
8 files changed, 33 insertions, 10182 deletions
@@ -1,5 +1,5 @@ # -# Copyright (c) 2020 Arm Limited. All rights reserved. +# Copyright (c) 2020-2022 Arm Limited. All rights reserved. # # SPDX-License-Identifier: Apache-2.0 # @@ -17,4 +17,3 @@ # /build -/flatbuffers diff --git a/CMakeLists.txt b/CMakeLists.txt index e447afb..603e19b 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,5 +1,5 @@ # -# Copyright (c) 2020-2021 Arm Limited. All rights reserved. +# Copyright (c) 2020-2022 Arm Limited. All rights reserved. # # SPDX-License-Identifier: Apache-2.0 # @@ -54,16 +54,6 @@ if (BUILD_REMOTEPROC) add_subdirectory(remoteproc) endif() -# Build flatbuffers -unset(PROJECT_VERSION) -unset(PROJECT_VERSION_MAJOR) -unset(PROJECT_VERSION_MINOR) -option(FLATBUFFERS_BUILD_TESTS OFF) -option(FLATBUFFERS_INSTALL OFF) -option(FLATBUFFERS_BUILD_FLATC OFF) -option(FLATBUFFERS_BUILD_FLATHASH OFF) -add_subdirectory(flatbuffers) - # Build driver library add_subdirectory(driver_library) diff --git a/driver_library/CMakeLists.txt b/driver_library/CMakeLists.txt index 41eb115..375192f 100644 --- a/driver_library/CMakeLists.txt +++ b/driver_library/CMakeLists.txt @@ -24,14 +24,13 @@ project("driver_library" VERSION 1.0.0 LANGUAGES C CXX) # Build the driver library add_library(ethosu STATIC "src/ethosu.cpp") -# Add public include directory and select which files to install +# Add public include directory and select which files to install target_include_directories(ethosu PUBLIC "include") set_target_properties(ethosu PROPERTIES PUBLIC_HEADER "include/ethosu.hpp") set_target_properties(ethosu PROPERTIES VERSION ${PROJECT_VERSION}) -target_link_libraries(ethosu PRIVATE flatbuffers) # Install library and public headers install(TARGETS ethosu LIBRARY DESTINATION "lib" ARCHIVE DESTINATION "lib" - PUBLIC_HEADER DESTINATION "include")
\ No newline at end of file + PUBLIC_HEADER DESTINATION "include") diff --git a/driver_library/include/ethosu.hpp b/driver_library/include/ethosu.hpp index e4fd4f1..547e346 100644 --- a/driver_library/include/ethosu.hpp +++ b/driver_library/include/ethosu.hpp @@ -172,7 +172,7 @@ public: size_t getOfmSize() const; private: - void parseModel(const char *data); + void collectNetworkInfo(); int fd; std::shared_ptr<Buffer> buffer; diff --git a/driver_library/src/autogen/.clang-format b/driver_library/src/autogen/.clang-format deleted file mode 100644 index e45a760..0000000 --- a/driver_library/src/autogen/.clang-format +++ /dev/null @@ -1,23 +0,0 @@ -# -# Copyright (c) 2019-2020 Arm Limited. All rights reserved. -# -# SPDX-License-Identifier: Apache-2.0 -# -# Licensed under the Apache License, Version 2.0 (the License); you may -# not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an AS IS BASIS, WITHOUT -# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - ---- -Language: Cpp -SortIncludes: false -DisableFormat: true ---- diff --git a/driver_library/src/autogen/README.md b/driver_library/src/autogen/README.md deleted file mode 100644 index 0787c44..0000000 --- a/driver_library/src/autogen/README.md +++ /dev/null @@ -1,23 +0,0 @@ -# Auto generated files - -This directory contains files that were auto generated. They are provided as -they were generated without modifications. - -Information about which tools and source files that were used can be found in -this document. - -## tflite_schema.h - -This file was generated using the Flatbuffer compiler version 1.12.0 with the -Tensorflow lite version 2.3.0 -[`schema.fbs`](https://github.com/tensorflow/tensorflow/blob/v2.3.0/tensorflow/lite/schema/schema.fbs) -as input. - -```$ flatc -c -b schema.fbs``` - -The schema is provided under an Apached 2.0 license which is linked in the -section below. - -## Apache 2 license - -https://www.apache.org/licenses/LICENSE-2.0.html diff --git a/driver_library/src/autogen/tflite_schema.hpp b/driver_library/src/autogen/tflite_schema.hpp deleted file mode 100644 index 0ce1ab1..0000000 --- a/driver_library/src/autogen/tflite_schema.hpp +++ /dev/null @@ -1,10026 +0,0 @@ -// automatically generated by the FlatBuffers compiler, do not modify - - -#ifndef FLATBUFFERS_GENERATED_SCHEMA_TFLITE_H_ -#define FLATBUFFERS_GENERATED_SCHEMA_TFLITE_H_ - -#include "flatbuffers/flatbuffers.h" - -namespace tflite { - -struct CustomQuantization; -struct CustomQuantizationBuilder; - -struct QuantizationParameters; -struct QuantizationParametersBuilder; - -struct Int32Vector; -struct Int32VectorBuilder; - -struct Uint16Vector; -struct Uint16VectorBuilder; - -struct Uint8Vector; -struct Uint8VectorBuilder; - -struct DimensionMetadata; -struct DimensionMetadataBuilder; - -struct SparsityParameters; -struct SparsityParametersBuilder; - -struct Tensor; -struct TensorBuilder; - -struct Conv2DOptions; -struct Conv2DOptionsBuilder; - -struct Conv3DOptions; -struct Conv3DOptionsBuilder; - -struct Pool2DOptions; -struct Pool2DOptionsBuilder; - -struct DepthwiseConv2DOptions; -struct DepthwiseConv2DOptionsBuilder; - -struct ConcatEmbeddingsOptions; -struct ConcatEmbeddingsOptionsBuilder; - -struct LSHProjectionOptions; -struct LSHProjectionOptionsBuilder; - -struct SVDFOptions; -struct SVDFOptionsBuilder; - -struct RNNOptions; -struct RNNOptionsBuilder; - -struct SequenceRNNOptions; -struct SequenceRNNOptionsBuilder; - -struct BidirectionalSequenceRNNOptions; -struct BidirectionalSequenceRNNOptionsBuilder; - -struct FullyConnectedOptions; -struct FullyConnectedOptionsBuilder; - -struct SoftmaxOptions; -struct SoftmaxOptionsBuilder; - -struct ConcatenationOptions; -struct ConcatenationOptionsBuilder; - -struct AddOptions; -struct AddOptionsBuilder; - -struct MulOptions; -struct MulOptionsBuilder; - -struct L2NormOptions; -struct L2NormOptionsBuilder; - -struct LocalResponseNormalizationOptions; -struct LocalResponseNormalizationOptionsBuilder; - -struct LSTMOptions; -struct LSTMOptionsBuilder; - -struct UnidirectionalSequenceLSTMOptions; -struct UnidirectionalSequenceLSTMOptionsBuilder; - -struct BidirectionalSequenceLSTMOptions; -struct BidirectionalSequenceLSTMOptionsBuilder; - -struct ResizeBilinearOptions; -struct ResizeBilinearOptionsBuilder; - -struct ResizeNearestNeighborOptions; -struct ResizeNearestNeighborOptionsBuilder; - -struct CallOptions; -struct CallOptionsBuilder; - -struct PadOptions; -struct PadOptionsBuilder; - -struct PadV2Options; -struct PadV2OptionsBuilder; - -struct ReshapeOptions; -struct ReshapeOptionsBuilder; - -struct SpaceToBatchNDOptions; -struct SpaceToBatchNDOptionsBuilder; - -struct BatchToSpaceNDOptions; -struct BatchToSpaceNDOptionsBuilder; - -struct SkipGramOptions; -struct SkipGramOptionsBuilder; - -struct SpaceToDepthOptions; -struct SpaceToDepthOptionsBuilder; - -struct DepthToSpaceOptions; -struct DepthToSpaceOptionsBuilder; - -struct SubOptions; -struct SubOptionsBuilder; - -struct DivOptions; -struct DivOptionsBuilder; - -struct TopKV2Options; -struct TopKV2OptionsBuilder; - -struct EmbeddingLookupSparseOptions; -struct EmbeddingLookupSparseOptionsBuilder; - -struct GatherOptions; -struct GatherOptionsBuilder; - -struct TransposeOptions; -struct TransposeOptionsBuilder; - -struct ExpOptions; -struct ExpOptionsBuilder; - -struct CosOptions; -struct CosOptionsBuilder; - -struct ReducerOptions; -struct ReducerOptionsBuilder; - -struct SqueezeOptions; -struct SqueezeOptionsBuilder; - -struct SplitOptions; -struct SplitOptionsBuilder; - -struct SplitVOptions; -struct SplitVOptionsBuilder; - -struct StridedSliceOptions; -struct StridedSliceOptionsBuilder; - -struct LogSoftmaxOptions; -struct LogSoftmaxOptionsBuilder; - -struct CastOptions; -struct CastOptionsBuilder; - -struct DequantizeOptions; -struct DequantizeOptionsBuilder; - -struct MaximumMinimumOptions; -struct MaximumMinimumOptionsBuilder; - -struct TileOptions; -struct TileOptionsBuilder; - -struct ArgMaxOptions; -struct ArgMaxOptionsBuilder; - -struct ArgMinOptions; -struct ArgMinOptionsBuilder; - -struct GreaterOptions; -struct GreaterOptionsBuilder; - -struct GreaterEqualOptions; -struct GreaterEqualOptionsBuilder; - -struct LessOptions; -struct LessOptionsBuilder; - -struct LessEqualOptions; -struct LessEqualOptionsBuilder; - -struct NegOptions; -struct NegOptionsBuilder; - -struct SelectOptions; -struct SelectOptionsBuilder; - -struct SliceOptions; -struct SliceOptionsBuilder; - -struct TransposeConvOptions; -struct TransposeConvOptionsBuilder; - -struct ExpandDimsOptions; -struct ExpandDimsOptionsBuilder; - -struct SparseToDenseOptions; -struct SparseToDenseOptionsBuilder; - -struct EqualOptions; -struct EqualOptionsBuilder; - -struct NotEqualOptions; -struct NotEqualOptionsBuilder; - -struct ShapeOptions; -struct ShapeOptionsBuilder; - -struct RankOptions; -struct RankOptionsBuilder; - -struct PowOptions; -struct PowOptionsBuilder; - -struct FakeQuantOptions; -struct FakeQuantOptionsBuilder; - -struct PackOptions; -struct PackOptionsBuilder; - -struct LogicalOrOptions; -struct LogicalOrOptionsBuilder; - -struct OneHotOptions; -struct OneHotOptionsBuilder; - -struct AbsOptions; -struct AbsOptionsBuilder; - -struct HardSwishOptions; -struct HardSwishOptionsBuilder; - -struct LogicalAndOptions; -struct LogicalAndOptionsBuilder; - -struct LogicalNotOptions; -struct LogicalNotOptionsBuilder; - -struct UnpackOptions; -struct UnpackOptionsBuilder; - -struct FloorDivOptions; -struct FloorDivOptionsBuilder; - -struct SquareOptions; -struct SquareOptionsBuilder; - -struct ZerosLikeOptions; -struct ZerosLikeOptionsBuilder; - -struct FillOptions; -struct FillOptionsBuilder; - -struct FloorModOptions; -struct FloorModOptionsBuilder; - -struct RangeOptions; -struct RangeOptionsBuilder; - -struct LeakyReluOptions; -struct LeakyReluOptionsBuilder; - -struct SquaredDifferenceOptions; -struct SquaredDifferenceOptionsBuilder; - -struct MirrorPadOptions; -struct MirrorPadOptionsBuilder; - -struct UniqueOptions; -struct UniqueOptionsBuilder; - -struct ReverseV2Options; -struct ReverseV2OptionsBuilder; - -struct AddNOptions; -struct AddNOptionsBuilder; - -struct GatherNdOptions; -struct GatherNdOptionsBuilder; - -struct WhereOptions; -struct WhereOptionsBuilder; - -struct ReverseSequenceOptions; -struct ReverseSequenceOptionsBuilder; - -struct MatrixDiagOptions; -struct MatrixDiagOptionsBuilder; - -struct QuantizeOptions; -struct QuantizeOptionsBuilder; - -struct MatrixSetDiagOptions; -struct MatrixSetDiagOptionsBuilder; - -struct IfOptions; -struct IfOptionsBuilder; - -struct CallOnceOptions; -struct CallOnceOptionsBuilder; - -struct WhileOptions; -struct WhileOptionsBuilder; - -struct NonMaxSuppressionV4Options; -struct NonMaxSuppressionV4OptionsBuilder; - -struct NonMaxSuppressionV5Options; -struct NonMaxSuppressionV5OptionsBuilder; - -struct ScatterNdOptions; -struct ScatterNdOptionsBuilder; - -struct SelectV2Options; -struct SelectV2OptionsBuilder; - -struct DensifyOptions; -struct DensifyOptionsBuilder; - -struct SegmentSumOptions; -struct SegmentSumOptionsBuilder; - -struct BatchMatMulOptions; -struct BatchMatMulOptionsBuilder; - -struct CumsumOptions; -struct CumsumOptionsBuilder; - -struct BroadcastToOptions; -struct BroadcastToOptionsBuilder; - -struct Rfft2dOptions; -struct Rfft2dOptionsBuilder; - -struct HashtableOptions; -struct HashtableOptionsBuilder; - -struct HashtableFindOptions; -struct HashtableFindOptionsBuilder; - -struct HashtableImportOptions; -struct HashtableImportOptionsBuilder; - -struct HashtableSizeOptions; -struct HashtableSizeOptionsBuilder; - -struct VarHandleOptions; -struct VarHandleOptionsBuilder; - -struct ReadVariableOptions; -struct ReadVariableOptionsBuilder; - -struct AssignVariableOptions; -struct AssignVariableOptionsBuilder; - -struct RandomOptions; -struct RandomOptionsBuilder; - -struct BucketizeOptions; -struct BucketizeOptionsBuilder; - -struct GeluOptions; -struct GeluOptionsBuilder; - -struct OperatorCode; -struct OperatorCodeBuilder; - -struct Operator; -struct OperatorBuilder; - -struct SubGraph; -struct SubGraphBuilder; - -struct Buffer; -struct BufferBuilder; - -struct Metadata; -struct MetadataBuilder; - -struct TensorMap; -struct TensorMapBuilder; - -struct SignatureDef; -struct SignatureDefBuilder; - -struct Model; -struct ModelBuilder; - -enum TensorType : int8_t { - TensorType_FLOAT32 = 0, - TensorType_FLOAT16 = 1, - TensorType_INT32 = 2, - TensorType_UINT8 = 3, - TensorType_INT64 = 4, - TensorType_STRING = 5, - TensorType_BOOL = 6, - TensorType_INT16 = 7, - TensorType_COMPLEX64 = 8, - TensorType_INT8 = 9, - TensorType_FLOAT64 = 10, - TensorType_COMPLEX128 = 11, - TensorType_UINT64 = 12, - TensorType_RESOURCE = 13, - TensorType_VARIANT = 14, - TensorType_UINT32 = 15, - TensorType_MIN = TensorType_FLOAT32, - TensorType_MAX = TensorType_UINT32 -}; - -inline const TensorType (&EnumValuesTensorType())[16] { - static const TensorType values[] = { - TensorType_FLOAT32, - TensorType_FLOAT16, - TensorType_INT32, - TensorType_UINT8, - TensorType_INT64, - TensorType_STRING, - TensorType_BOOL, - TensorType_INT16, - TensorType_COMPLEX64, - TensorType_INT8, - TensorType_FLOAT64, - TensorType_COMPLEX128, - TensorType_UINT64, - TensorType_RESOURCE, - TensorType_VARIANT, - TensorType_UINT32 - }; - return values; -} - -inline const char * const *EnumNamesTensorType() { - static const char * const names[17] = { - "FLOAT32", - "FLOAT16", - "INT32", - "UINT8", - "INT64", - "STRING", - "BOOL", - "INT16", - "COMPLEX64", - "INT8", - "FLOAT64", - "COMPLEX128", - "UINT64", - "RESOURCE", - "VARIANT", - "UINT32", - nullptr - }; - return names; -} - -inline const char *EnumNameTensorType(TensorType e) { - if (flatbuffers::IsOutRange(e, TensorType_FLOAT32, TensorType_UINT32)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesTensorType()[index]; -} - -enum QuantizationDetails : uint8_t { - QuantizationDetails_NONE = 0, - QuantizationDetails_CustomQuantization = 1, - QuantizationDetails_MIN = QuantizationDetails_NONE, - QuantizationDetails_MAX = QuantizationDetails_CustomQuantization -}; - -inline const QuantizationDetails (&EnumValuesQuantizationDetails())[2] { - static const QuantizationDetails values[] = { - QuantizationDetails_NONE, - QuantizationDetails_CustomQuantization - }; - return values; -} - -inline const char * const *EnumNamesQuantizationDetails() { - static const char * const names[3] = { - "NONE", - "CustomQuantization", - nullptr - }; - return names; -} - -inline const char *EnumNameQuantizationDetails(QuantizationDetails e) { - if (flatbuffers::IsOutRange(e, QuantizationDetails_NONE, QuantizationDetails_CustomQuantization)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesQuantizationDetails()[index]; -} - -template<typename T> struct QuantizationDetailsTraits { - static const QuantizationDetails enum_value = QuantizationDetails_NONE; -}; - -template<> struct QuantizationDetailsTraits<tflite::CustomQuantization> { - static const QuantizationDetails enum_value = QuantizationDetails_CustomQuantization; -}; - -bool VerifyQuantizationDetails(flatbuffers::Verifier &verifier, const void *obj, QuantizationDetails type); -bool VerifyQuantizationDetailsVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector<flatbuffers::Offset<void>> *values, const flatbuffers::Vector<uint8_t> *types); - -enum DimensionType : int8_t { - DimensionType_DENSE = 0, - DimensionType_SPARSE_CSR = 1, - DimensionType_MIN = DimensionType_DENSE, - DimensionType_MAX = DimensionType_SPARSE_CSR -}; - -inline const DimensionType (&EnumValuesDimensionType())[2] { - static const DimensionType values[] = { - DimensionType_DENSE, - DimensionType_SPARSE_CSR - }; - return values; -} - -inline const char * const *EnumNamesDimensionType() { - static const char * const names[3] = { - "DENSE", - "SPARSE_CSR", - nullptr - }; - return names; -} - -inline const char *EnumNameDimensionType(DimensionType e) { - if (flatbuffers::IsOutRange(e, DimensionType_DENSE, DimensionType_SPARSE_CSR)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesDimensionType()[index]; -} - -enum SparseIndexVector : uint8_t { - SparseIndexVector_NONE = 0, - SparseIndexVector_Int32Vector = 1, - SparseIndexVector_Uint16Vector = 2, - SparseIndexVector_Uint8Vector = 3, - SparseIndexVector_MIN = SparseIndexVector_NONE, - SparseIndexVector_MAX = SparseIndexVector_Uint8Vector -}; - -inline const SparseIndexVector (&EnumValuesSparseIndexVector())[4] { - static const SparseIndexVector values[] = { - SparseIndexVector_NONE, - SparseIndexVector_Int32Vector, - SparseIndexVector_Uint16Vector, - SparseIndexVector_Uint8Vector - }; - return values; -} - -inline const char * const *EnumNamesSparseIndexVector() { - static const char * const names[5] = { - "NONE", - "Int32Vector", - "Uint16Vector", - "Uint8Vector", - nullptr - }; - return names; -} - -inline const char *EnumNameSparseIndexVector(SparseIndexVector e) { - if (flatbuffers::IsOutRange(e, SparseIndexVector_NONE, SparseIndexVector_Uint8Vector)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesSparseIndexVector()[index]; -} - -template<typename T> struct SparseIndexVectorTraits { - static const SparseIndexVector enum_value = SparseIndexVector_NONE; -}; - -template<> struct SparseIndexVectorTraits<tflite::Int32Vector> { - static const SparseIndexVector enum_value = SparseIndexVector_Int32Vector; -}; - -template<> struct SparseIndexVectorTraits<tflite::Uint16Vector> { - static const SparseIndexVector enum_value = SparseIndexVector_Uint16Vector; -}; - -template<> struct SparseIndexVectorTraits<tflite::Uint8Vector> { - static const SparseIndexVector enum_value = SparseIndexVector_Uint8Vector; -}; - -bool VerifySparseIndexVector(flatbuffers::Verifier &verifier, const void *obj, SparseIndexVector type); -bool VerifySparseIndexVectorVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector<flatbuffers::Offset<void>> *values, const flatbuffers::Vector<uint8_t> *types); - -enum BuiltinOperator : int32_t { - BuiltinOperator_ADD = 0, - BuiltinOperator_AVERAGE_POOL_2D = 1, - BuiltinOperator_CONCATENATION = 2, - BuiltinOperator_CONV_2D = 3, - BuiltinOperator_DEPTHWISE_CONV_2D = 4, - BuiltinOperator_DEPTH_TO_SPACE = 5, - BuiltinOperator_DEQUANTIZE = 6, - BuiltinOperator_EMBEDDING_LOOKUP = 7, - BuiltinOperator_FLOOR = 8, - BuiltinOperator_FULLY_CONNECTED = 9, - BuiltinOperator_HASHTABLE_LOOKUP = 10, - BuiltinOperator_L2_NORMALIZATION = 11, - BuiltinOperator_L2_POOL_2D = 12, - BuiltinOperator_LOCAL_RESPONSE_NORMALIZATION = 13, - BuiltinOperator_LOGISTIC = 14, - BuiltinOperator_LSH_PROJECTION = 15, - BuiltinOperator_LSTM = 16, - BuiltinOperator_MAX_POOL_2D = 17, - BuiltinOperator_MUL = 18, - BuiltinOperator_RELU = 19, - BuiltinOperator_RELU_N1_TO_1 = 20, - BuiltinOperator_RELU6 = 21, - BuiltinOperator_RESHAPE = 22, - BuiltinOperator_RESIZE_BILINEAR = 23, - BuiltinOperator_RNN = 24, - BuiltinOperator_SOFTMAX = 25, - BuiltinOperator_SPACE_TO_DEPTH = 26, - BuiltinOperator_SVDF = 27, - BuiltinOperator_TANH = 28, - BuiltinOperator_CONCAT_EMBEDDINGS = 29, - BuiltinOperator_SKIP_GRAM = 30, - BuiltinOperator_CALL = 31, - BuiltinOperator_CUSTOM = 32, - BuiltinOperator_EMBEDDING_LOOKUP_SPARSE = 33, - BuiltinOperator_PAD = 34, - BuiltinOperator_UNIDIRECTIONAL_SEQUENCE_RNN = 35, - BuiltinOperator_GATHER = 36, - BuiltinOperator_BATCH_TO_SPACE_ND = 37, - BuiltinOperator_SPACE_TO_BATCH_ND = 38, - BuiltinOperator_TRANSPOSE = 39, - BuiltinOperator_MEAN = 40, - BuiltinOperator_SUB = 41, - BuiltinOperator_DIV = 42, - BuiltinOperator_SQUEEZE = 43, - BuiltinOperator_UNIDIRECTIONAL_SEQUENCE_LSTM = 44, - BuiltinOperator_STRIDED_SLICE = 45, - BuiltinOperator_BIDIRECTIONAL_SEQUENCE_RNN = 46, - BuiltinOperator_EXP = 47, - BuiltinOperator_TOPK_V2 = 48, - BuiltinOperator_SPLIT = 49, - BuiltinOperator_LOG_SOFTMAX = 50, - BuiltinOperator_DELEGATE = 51, - BuiltinOperator_BIDIRECTIONAL_SEQUENCE_LSTM = 52, - BuiltinOperator_CAST = 53, - BuiltinOperator_PRELU = 54, - BuiltinOperator_MAXIMUM = 55, - BuiltinOperator_ARG_MAX = 56, - BuiltinOperator_MINIMUM = 57, - BuiltinOperator_LESS = 58, - BuiltinOperator_NEG = 59, - BuiltinOperator_PADV2 = 60, - BuiltinOperator_GREATER = 61, - BuiltinOperator_GREATER_EQUAL = 62, - BuiltinOperator_LESS_EQUAL = 63, - BuiltinOperator_SELECT = 64, - BuiltinOperator_SLICE = 65, - BuiltinOperator_SIN = 66, - BuiltinOperator_TRANSPOSE_CONV = 67, - BuiltinOperator_SPARSE_TO_DENSE = 68, - BuiltinOperator_TILE = 69, - BuiltinOperator_EXPAND_DIMS = 70, - BuiltinOperator_EQUAL = 71, - BuiltinOperator_NOT_EQUAL = 72, - BuiltinOperator_LOG = 73, - BuiltinOperator_SUM = 74, - BuiltinOperator_SQRT = 75, - BuiltinOperator_RSQRT = 76, - BuiltinOperator_SHAPE = 77, - BuiltinOperator_POW = 78, - BuiltinOperator_ARG_MIN = 79, - BuiltinOperator_FAKE_QUANT = 80, - BuiltinOperator_REDUCE_PROD = 81, - BuiltinOperator_REDUCE_MAX = 82, - BuiltinOperator_PACK = 83, - BuiltinOperator_LOGICAL_OR = 84, - BuiltinOperator_ONE_HOT = 85, - BuiltinOperator_LOGICAL_AND = 86, - BuiltinOperator_LOGICAL_NOT = 87, - BuiltinOperator_UNPACK = 88, - BuiltinOperator_REDUCE_MIN = 89, - BuiltinOperator_FLOOR_DIV = 90, - BuiltinOperator_REDUCE_ANY = 91, - BuiltinOperator_SQUARE = 92, - BuiltinOperator_ZEROS_LIKE = 93, - BuiltinOperator_FILL = 94, - BuiltinOperator_FLOOR_MOD = 95, - BuiltinOperator_RANGE = 96, - BuiltinOperator_RESIZE_NEAREST_NEIGHBOR = 97, - BuiltinOperator_LEAKY_RELU = 98, - BuiltinOperator_SQUARED_DIFFERENCE = 99, - BuiltinOperator_MIRROR_PAD = 100, - BuiltinOperator_ABS = 101, - BuiltinOperator_SPLIT_V = 102, - BuiltinOperator_UNIQUE = 103, - BuiltinOperator_CEIL = 104, - BuiltinOperator_REVERSE_V2 = 105, - BuiltinOperator_ADD_N = 106, - BuiltinOperator_GATHER_ND = 107, - BuiltinOperator_COS = 108, - BuiltinOperator_WHERE = 109, - BuiltinOperator_RANK = 110, - BuiltinOperator_ELU = 111, - BuiltinOperator_REVERSE_SEQUENCE = 112, - BuiltinOperator_MATRIX_DIAG = 113, - BuiltinOperator_QUANTIZE = 114, - BuiltinOperator_MATRIX_SET_DIAG = 115, - BuiltinOperator_ROUND = 116, - BuiltinOperator_HARD_SWISH = 117, - BuiltinOperator_IF = 118, - BuiltinOperator_WHILE = 119, - BuiltinOperator_NON_MAX_SUPPRESSION_V4 = 120, - BuiltinOperator_NON_MAX_SUPPRESSION_V5 = 121, - BuiltinOperator_SCATTER_ND = 122, - BuiltinOperator_SELECT_V2 = 123, - BuiltinOperator_DENSIFY = 124, - BuiltinOperator_SEGMENT_SUM = 125, - BuiltinOperator_BATCH_MATMUL = 126, - BuiltinOperator_PLACEHOLDER_FOR_GREATER_OP_CODES = 127, - BuiltinOperator_CUMSUM = 128, - BuiltinOperator_CALL_ONCE = 129, - BuiltinOperator_BROADCAST_TO = 130, - BuiltinOperator_RFFT2D = 131, - BuiltinOperator_CONV_3D = 132, - BuiltinOperator_IMAG = 133, - BuiltinOperator_REAL = 134, - BuiltinOperator_COMPLEX_ABS = 135, - BuiltinOperator_HASHTABLE = 136, - BuiltinOperator_HASHTABLE_FIND = 137, - BuiltinOperator_HASHTABLE_IMPORT = 138, - BuiltinOperator_HASHTABLE_SIZE = 139, - BuiltinOperator_REDUCE_ALL = 140, - BuiltinOperator_CONV_3D_TRANSPOSE = 141, - BuiltinOperator_VAR_HANDLE = 142, - BuiltinOperator_READ_VARIABLE = 143, - BuiltinOperator_ASSIGN_VARIABLE = 144, - BuiltinOperator_BROADCAST_ARGS = 145, - BuiltinOperator_RANDOM_STANDARD_NORMAL = 146, - BuiltinOperator_BUCKETIZE = 147, - BuiltinOperator_RANDOM_UNIFORM = 148, - BuiltinOperator_MULTINOMIAL = 149, - BuiltinOperator_GELU = 150, - BuiltinOperator_MIN = BuiltinOperator_ADD, - BuiltinOperator_MAX = BuiltinOperator_GELU -}; - -inline const BuiltinOperator (&EnumValuesBuiltinOperator())[151] { - static const BuiltinOperator values[] = { - BuiltinOperator_ADD, - BuiltinOperator_AVERAGE_POOL_2D, - BuiltinOperator_CONCATENATION, - BuiltinOperator_CONV_2D, - BuiltinOperator_DEPTHWISE_CONV_2D, - BuiltinOperator_DEPTH_TO_SPACE, - BuiltinOperator_DEQUANTIZE, - BuiltinOperator_EMBEDDING_LOOKUP, - BuiltinOperator_FLOOR, - BuiltinOperator_FULLY_CONNECTED, - BuiltinOperator_HASHTABLE_LOOKUP, - BuiltinOperator_L2_NORMALIZATION, - BuiltinOperator_L2_POOL_2D, - BuiltinOperator_LOCAL_RESPONSE_NORMALIZATION, - BuiltinOperator_LOGISTIC, - BuiltinOperator_LSH_PROJECTION, - BuiltinOperator_LSTM, - BuiltinOperator_MAX_POOL_2D, - BuiltinOperator_MUL, - BuiltinOperator_RELU, - BuiltinOperator_RELU_N1_TO_1, - BuiltinOperator_RELU6, - BuiltinOperator_RESHAPE, - BuiltinOperator_RESIZE_BILINEAR, - BuiltinOperator_RNN, - BuiltinOperator_SOFTMAX, - BuiltinOperator_SPACE_TO_DEPTH, - BuiltinOperator_SVDF, - BuiltinOperator_TANH, - BuiltinOperator_CONCAT_EMBEDDINGS, - BuiltinOperator_SKIP_GRAM, - BuiltinOperator_CALL, - BuiltinOperator_CUSTOM, - BuiltinOperator_EMBEDDING_LOOKUP_SPARSE, - BuiltinOperator_PAD, - BuiltinOperator_UNIDIRECTIONAL_SEQUENCE_RNN, - BuiltinOperator_GATHER, - BuiltinOperator_BATCH_TO_SPACE_ND, - BuiltinOperator_SPACE_TO_BATCH_ND, - BuiltinOperator_TRANSPOSE, - BuiltinOperator_MEAN, - BuiltinOperator_SUB, - BuiltinOperator_DIV, - BuiltinOperator_SQUEEZE, - BuiltinOperator_UNIDIRECTIONAL_SEQUENCE_LSTM, - BuiltinOperator_STRIDED_SLICE, - BuiltinOperator_BIDIRECTIONAL_SEQUENCE_RNN, - BuiltinOperator_EXP, - BuiltinOperator_TOPK_V2, - BuiltinOperator_SPLIT, - BuiltinOperator_LOG_SOFTMAX, - BuiltinOperator_DELEGATE, - BuiltinOperator_BIDIRECTIONAL_SEQUENCE_LSTM, - BuiltinOperator_CAST, - BuiltinOperator_PRELU, - BuiltinOperator_MAXIMUM, - BuiltinOperator_ARG_MAX, - BuiltinOperator_MINIMUM, - BuiltinOperator_LESS, - BuiltinOperator_NEG, - BuiltinOperator_PADV2, - BuiltinOperator_GREATER, - BuiltinOperator_GREATER_EQUAL, - BuiltinOperator_LESS_EQUAL, - BuiltinOperator_SELECT, - BuiltinOperator_SLICE, - BuiltinOperator_SIN, - BuiltinOperator_TRANSPOSE_CONV, - BuiltinOperator_SPARSE_TO_DENSE, - BuiltinOperator_TILE, - BuiltinOperator_EXPAND_DIMS, - BuiltinOperator_EQUAL, - BuiltinOperator_NOT_EQUAL, - BuiltinOperator_LOG, - BuiltinOperator_SUM, - BuiltinOperator_SQRT, - BuiltinOperator_RSQRT, - BuiltinOperator_SHAPE, - BuiltinOperator_POW, - BuiltinOperator_ARG_MIN, - BuiltinOperator_FAKE_QUANT, - BuiltinOperator_REDUCE_PROD, - BuiltinOperator_REDUCE_MAX, - BuiltinOperator_PACK, - BuiltinOperator_LOGICAL_OR, - BuiltinOperator_ONE_HOT, - BuiltinOperator_LOGICAL_AND, - BuiltinOperator_LOGICAL_NOT, - BuiltinOperator_UNPACK, - BuiltinOperator_REDUCE_MIN, - BuiltinOperator_FLOOR_DIV, - BuiltinOperator_REDUCE_ANY, - BuiltinOperator_SQUARE, - BuiltinOperator_ZEROS_LIKE, - BuiltinOperator_FILL, - BuiltinOperator_FLOOR_MOD, - BuiltinOperator_RANGE, - BuiltinOperator_RESIZE_NEAREST_NEIGHBOR, - BuiltinOperator_LEAKY_RELU, - BuiltinOperator_SQUARED_DIFFERENCE, - BuiltinOperator_MIRROR_PAD, - BuiltinOperator_ABS, - BuiltinOperator_SPLIT_V, - BuiltinOperator_UNIQUE, - BuiltinOperator_CEIL, - BuiltinOperator_REVERSE_V2, - BuiltinOperator_ADD_N, - BuiltinOperator_GATHER_ND, - BuiltinOperator_COS, - BuiltinOperator_WHERE, - BuiltinOperator_RANK, - BuiltinOperator_ELU, - BuiltinOperator_REVERSE_SEQUENCE, - BuiltinOperator_MATRIX_DIAG, - BuiltinOperator_QUANTIZE, - BuiltinOperator_MATRIX_SET_DIAG, - BuiltinOperator_ROUND, - BuiltinOperator_HARD_SWISH, - BuiltinOperator_IF, - BuiltinOperator_WHILE, - BuiltinOperator_NON_MAX_SUPPRESSION_V4, - BuiltinOperator_NON_MAX_SUPPRESSION_V5, - BuiltinOperator_SCATTER_ND, - BuiltinOperator_SELECT_V2, - BuiltinOperator_DENSIFY, - BuiltinOperator_SEGMENT_SUM, - BuiltinOperator_BATCH_MATMUL, - BuiltinOperator_PLACEHOLDER_FOR_GREATER_OP_CODES, - BuiltinOperator_CUMSUM, - BuiltinOperator_CALL_ONCE, - BuiltinOperator_BROADCAST_TO, - BuiltinOperator_RFFT2D, - BuiltinOperator_CONV_3D, - BuiltinOperator_IMAG, - BuiltinOperator_REAL, - BuiltinOperator_COMPLEX_ABS, - BuiltinOperator_HASHTABLE, - BuiltinOperator_HASHTABLE_FIND, - BuiltinOperator_HASHTABLE_IMPORT, - BuiltinOperator_HASHTABLE_SIZE, - BuiltinOperator_REDUCE_ALL, - BuiltinOperator_CONV_3D_TRANSPOSE, - BuiltinOperator_VAR_HANDLE, - BuiltinOperator_READ_VARIABLE, - BuiltinOperator_ASSIGN_VARIABLE, - BuiltinOperator_BROADCAST_ARGS, - BuiltinOperator_RANDOM_STANDARD_NORMAL, - BuiltinOperator_BUCKETIZE, - BuiltinOperator_RANDOM_UNIFORM, - BuiltinOperator_MULTINOMIAL, - BuiltinOperator_GELU - }; - return values; -} - -inline const char * const *EnumNamesBuiltinOperator() { - static const char * const names[152] = { - "ADD", - "AVERAGE_POOL_2D", - "CONCATENATION", - "CONV_2D", - "DEPTHWISE_CONV_2D", - "DEPTH_TO_SPACE", - "DEQUANTIZE", - "EMBEDDING_LOOKUP", - "FLOOR", - "FULLY_CONNECTED", - "HASHTABLE_LOOKUP", - "L2_NORMALIZATION", - "L2_POOL_2D", - "LOCAL_RESPONSE_NORMALIZATION", - "LOGISTIC", - "LSH_PROJECTION", - "LSTM", - "MAX_POOL_2D", - "MUL", - "RELU", - "RELU_N1_TO_1", - "RELU6", - "RESHAPE", - "RESIZE_BILINEAR", - "RNN", - "SOFTMAX", - "SPACE_TO_DEPTH", - "SVDF", - "TANH", - "CONCAT_EMBEDDINGS", - "SKIP_GRAM", - "CALL", - "CUSTOM", - "EMBEDDING_LOOKUP_SPARSE", - "PAD", - "UNIDIRECTIONAL_SEQUENCE_RNN", - "GATHER", - "BATCH_TO_SPACE_ND", - "SPACE_TO_BATCH_ND", - "TRANSPOSE", - "MEAN", - "SUB", - "DIV", - "SQUEEZE", - "UNIDIRECTIONAL_SEQUENCE_LSTM", - "STRIDED_SLICE", - "BIDIRECTIONAL_SEQUENCE_RNN", - "EXP", - "TOPK_V2", - "SPLIT", - "LOG_SOFTMAX", - "DELEGATE", - "BIDIRECTIONAL_SEQUENCE_LSTM", - "CAST", - "PRELU", - "MAXIMUM", - "ARG_MAX", - "MINIMUM", - "LESS", - "NEG", - "PADV2", - "GREATER", - "GREATER_EQUAL", - "LESS_EQUAL", - "SELECT", - "SLICE", - "SIN", - "TRANSPOSE_CONV", - "SPARSE_TO_DENSE", - "TILE", - "EXPAND_DIMS", - "EQUAL", - "NOT_EQUAL", - "LOG", - "SUM", - "SQRT", - "RSQRT", - "SHAPE", - "POW", - "ARG_MIN", - "FAKE_QUANT", - "REDUCE_PROD", - "REDUCE_MAX", - "PACK", - "LOGICAL_OR", - "ONE_HOT", - "LOGICAL_AND", - "LOGICAL_NOT", - "UNPACK", - "REDUCE_MIN", - "FLOOR_DIV", - "REDUCE_ANY", - "SQUARE", - "ZEROS_LIKE", - "FILL", - "FLOOR_MOD", - "RANGE", - "RESIZE_NEAREST_NEIGHBOR", - "LEAKY_RELU", - "SQUARED_DIFFERENCE", - "MIRROR_PAD", - "ABS", - "SPLIT_V", - "UNIQUE", - "CEIL", - "REVERSE_V2", - "ADD_N", - "GATHER_ND", - "COS", - "WHERE", - "RANK", - "ELU", - "REVERSE_SEQUENCE", - "MATRIX_DIAG", - "QUANTIZE", - "MATRIX_SET_DIAG", - "ROUND", - "HARD_SWISH", - "IF", - "WHILE", - "NON_MAX_SUPPRESSION_V4", - "NON_MAX_SUPPRESSION_V5", - "SCATTER_ND", - "SELECT_V2", - "DENSIFY", - "SEGMENT_SUM", - "BATCH_MATMUL", - "PLACEHOLDER_FOR_GREATER_OP_CODES", - "CUMSUM", - "CALL_ONCE", - "BROADCAST_TO", - "RFFT2D", - "CONV_3D", - "IMAG", - "REAL", - "COMPLEX_ABS", - "HASHTABLE", - "HASHTABLE_FIND", - "HASHTABLE_IMPORT", - "HASHTABLE_SIZE", - "REDUCE_ALL", - "CONV_3D_TRANSPOSE", - "VAR_HANDLE", - "READ_VARIABLE", - "ASSIGN_VARIABLE", - "BROADCAST_ARGS", - "RANDOM_STANDARD_NORMAL", - "BUCKETIZE", - "RANDOM_UNIFORM", - "MULTINOMIAL", - "GELU", - nullptr - }; - return names; -} - -inline const char *EnumNameBuiltinOperator(BuiltinOperator e) { - if (flatbuffers::IsOutRange(e, BuiltinOperator_ADD, BuiltinOperator_GELU)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesBuiltinOperator()[index]; -} - -enum BuiltinOptions : uint8_t { - BuiltinOptions_NONE = 0, - BuiltinOptions_Conv2DOptions = 1, - BuiltinOptions_DepthwiseConv2DOptions = 2, - BuiltinOptions_ConcatEmbeddingsOptions = 3, - BuiltinOptions_LSHProjectionOptions = 4, - BuiltinOptions_Pool2DOptions = 5, - BuiltinOptions_SVDFOptions = 6, - BuiltinOptions_RNNOptions = 7, - BuiltinOptions_FullyConnectedOptions = 8, - BuiltinOptions_SoftmaxOptions = 9, - BuiltinOptions_ConcatenationOptions = 10, - BuiltinOptions_AddOptions = 11, - BuiltinOptions_L2NormOptions = 12, - BuiltinOptions_LocalResponseNormalizationOptions = 13, - BuiltinOptions_LSTMOptions = 14, - BuiltinOptions_ResizeBilinearOptions = 15, - BuiltinOptions_CallOptions = 16, - BuiltinOptions_ReshapeOptions = 17, - BuiltinOptions_SkipGramOptions = 18, - BuiltinOptions_SpaceToDepthOptions = 19, - BuiltinOptions_EmbeddingLookupSparseOptions = 20, - BuiltinOptions_MulOptions = 21, - BuiltinOptions_PadOptions = 22, - BuiltinOptions_GatherOptions = 23, - BuiltinOptions_BatchToSpaceNDOptions = 24, - BuiltinOptions_SpaceToBatchNDOptions = 25, - BuiltinOptions_TransposeOptions = 26, - BuiltinOptions_ReducerOptions = 27, - BuiltinOptions_SubOptions = 28, - BuiltinOptions_DivOptions = 29, - BuiltinOptions_SqueezeOptions = 30, - BuiltinOptions_SequenceRNNOptions = 31, - BuiltinOptions_StridedSliceOptions = 32, - BuiltinOptions_ExpOptions = 33, - BuiltinOptions_TopKV2Options = 34, - BuiltinOptions_SplitOptions = 35, - BuiltinOptions_LogSoftmaxOptions = 36, - BuiltinOptions_CastOptions = 37, - BuiltinOptions_DequantizeOptions = 38, - BuiltinOptions_MaximumMinimumOptions = 39, - BuiltinOptions_ArgMaxOptions = 40, - BuiltinOptions_LessOptions = 41, - BuiltinOptions_NegOptions = 42, - BuiltinOptions_PadV2Options = 43, - BuiltinOptions_GreaterOptions = 44, - BuiltinOptions_GreaterEqualOptions = 45, - BuiltinOptions_LessEqualOptions = 46, - BuiltinOptions_SelectOptions = 47, - BuiltinOptions_SliceOptions = 48, - BuiltinOptions_TransposeConvOptions = 49, - BuiltinOptions_SparseToDenseOptions = 50, - BuiltinOptions_TileOptions = 51, - BuiltinOptions_ExpandDimsOptions = 52, - BuiltinOptions_EqualOptions = 53, - BuiltinOptions_NotEqualOptions = 54, - BuiltinOptions_ShapeOptions = 55, - BuiltinOptions_PowOptions = 56, - BuiltinOptions_ArgMinOptions = 57, - BuiltinOptions_FakeQuantOptions = 58, - BuiltinOptions_PackOptions = 59, - BuiltinOptions_LogicalOrOptions = 60, - BuiltinOptions_OneHotOptions = 61, - BuiltinOptions_LogicalAndOptions = 62, - BuiltinOptions_LogicalNotOptions = 63, - BuiltinOptions_UnpackOptions = 64, - BuiltinOptions_FloorDivOptions = 65, - BuiltinOptions_SquareOptions = 66, - BuiltinOptions_ZerosLikeOptions = 67, - BuiltinOptions_FillOptions = 68, - BuiltinOptions_BidirectionalSequenceLSTMOptions = 69, - BuiltinOptions_BidirectionalSequenceRNNOptions = 70, - BuiltinOptions_UnidirectionalSequenceLSTMOptions = 71, - BuiltinOptions_FloorModOptions = 72, - BuiltinOptions_RangeOptions = 73, - BuiltinOptions_ResizeNearestNeighborOptions = 74, - BuiltinOptions_LeakyReluOptions = 75, - BuiltinOptions_SquaredDifferenceOptions = 76, - BuiltinOptions_MirrorPadOptions = 77, - BuiltinOptions_AbsOptions = 78, - BuiltinOptions_SplitVOptions = 79, - BuiltinOptions_UniqueOptions = 80, - BuiltinOptions_ReverseV2Options = 81, - BuiltinOptions_AddNOptions = 82, - BuiltinOptions_GatherNdOptions = 83, - BuiltinOptions_CosOptions = 84, - BuiltinOptions_WhereOptions = 85, - BuiltinOptions_RankOptions = 86, - BuiltinOptions_ReverseSequenceOptions = 87, - BuiltinOptions_MatrixDiagOptions = 88, - BuiltinOptions_QuantizeOptions = 89, - BuiltinOptions_MatrixSetDiagOptions = 90, - BuiltinOptions_HardSwishOptions = 91, - BuiltinOptions_IfOptions = 92, - BuiltinOptions_WhileOptions = 93, - BuiltinOptions_DepthToSpaceOptions = 94, - BuiltinOptions_NonMaxSuppressionV4Options = 95, - BuiltinOptions_NonMaxSuppressionV5Options = 96, - BuiltinOptions_ScatterNdOptions = 97, - BuiltinOptions_SelectV2Options = 98, - BuiltinOptions_DensifyOptions = 99, - BuiltinOptions_SegmentSumOptions = 100, - BuiltinOptions_BatchMatMulOptions = 101, - BuiltinOptions_CumsumOptions = 102, - BuiltinOptions_CallOnceOptions = 103, - BuiltinOptions_BroadcastToOptions = 104, - BuiltinOptions_Rfft2dOptions = 105, - BuiltinOptions_Conv3DOptions = 106, - BuiltinOptions_HashtableOptions = 107, - BuiltinOptions_HashtableFindOptions = 108, - BuiltinOptions_HashtableImportOptions = 109, - BuiltinOptions_HashtableSizeOptions = 110, - BuiltinOptions_VarHandleOptions = 111, - BuiltinOptions_ReadVariableOptions = 112, - BuiltinOptions_AssignVariableOptions = 113, - BuiltinOptions_RandomOptions = 114, - BuiltinOptions_BucketizeOptions = 115, - BuiltinOptions_GeluOptions = 116, - BuiltinOptions_MIN = BuiltinOptions_NONE, - BuiltinOptions_MAX = BuiltinOptions_GeluOptions -}; - -inline const BuiltinOptions (&EnumValuesBuiltinOptions())[117] { - static const BuiltinOptions values[] = { - BuiltinOptions_NONE, - BuiltinOptions_Conv2DOptions, - BuiltinOptions_DepthwiseConv2DOptions, - BuiltinOptions_ConcatEmbeddingsOptions, - BuiltinOptions_LSHProjectionOptions, - BuiltinOptions_Pool2DOptions, - BuiltinOptions_SVDFOptions, - BuiltinOptions_RNNOptions, - BuiltinOptions_FullyConnectedOptions, - BuiltinOptions_SoftmaxOptions, - BuiltinOptions_ConcatenationOptions, - BuiltinOptions_AddOptions, - BuiltinOptions_L2NormOptions, - BuiltinOptions_LocalResponseNormalizationOptions, - BuiltinOptions_LSTMOptions, - BuiltinOptions_ResizeBilinearOptions, - BuiltinOptions_CallOptions, - BuiltinOptions_ReshapeOptions, - BuiltinOptions_SkipGramOptions, - BuiltinOptions_SpaceToDepthOptions, - BuiltinOptions_EmbeddingLookupSparseOptions, - BuiltinOptions_MulOptions, - BuiltinOptions_PadOptions, - BuiltinOptions_GatherOptions, - BuiltinOptions_BatchToSpaceNDOptions, - BuiltinOptions_SpaceToBatchNDOptions, - BuiltinOptions_TransposeOptions, - BuiltinOptions_ReducerOptions, - BuiltinOptions_SubOptions, - BuiltinOptions_DivOptions, - BuiltinOptions_SqueezeOptions, - BuiltinOptions_SequenceRNNOptions, - BuiltinOptions_StridedSliceOptions, - BuiltinOptions_ExpOptions, - BuiltinOptions_TopKV2Options, - BuiltinOptions_SplitOptions, - BuiltinOptions_LogSoftmaxOptions, - BuiltinOptions_CastOptions, - BuiltinOptions_DequantizeOptions, - BuiltinOptions_MaximumMinimumOptions, - BuiltinOptions_ArgMaxOptions, - BuiltinOptions_LessOptions, - BuiltinOptions_NegOptions, - BuiltinOptions_PadV2Options, - BuiltinOptions_GreaterOptions, - BuiltinOptions_GreaterEqualOptions, - BuiltinOptions_LessEqualOptions, - BuiltinOptions_SelectOptions, - BuiltinOptions_SliceOptions, - BuiltinOptions_TransposeConvOptions, - BuiltinOptions_SparseToDenseOptions, - BuiltinOptions_TileOptions, - BuiltinOptions_ExpandDimsOptions, - BuiltinOptions_EqualOptions, - BuiltinOptions_NotEqualOptions, - BuiltinOptions_ShapeOptions, - BuiltinOptions_PowOptions, - BuiltinOptions_ArgMinOptions, - BuiltinOptions_FakeQuantOptions, - BuiltinOptions_PackOptions, - BuiltinOptions_LogicalOrOptions, - BuiltinOptions_OneHotOptions, - BuiltinOptions_LogicalAndOptions, - BuiltinOptions_LogicalNotOptions, - BuiltinOptions_UnpackOptions, - BuiltinOptions_FloorDivOptions, - BuiltinOptions_SquareOptions, - BuiltinOptions_ZerosLikeOptions, - BuiltinOptions_FillOptions, - BuiltinOptions_BidirectionalSequenceLSTMOptions, - BuiltinOptions_BidirectionalSequenceRNNOptions, - BuiltinOptions_UnidirectionalSequenceLSTMOptions, - BuiltinOptions_FloorModOptions, - BuiltinOptions_RangeOptions, - BuiltinOptions_ResizeNearestNeighborOptions, - BuiltinOptions_LeakyReluOptions, - BuiltinOptions_SquaredDifferenceOptions, - BuiltinOptions_MirrorPadOptions, - BuiltinOptions_AbsOptions, - BuiltinOptions_SplitVOptions, - BuiltinOptions_UniqueOptions, - BuiltinOptions_ReverseV2Options, - BuiltinOptions_AddNOptions, - BuiltinOptions_GatherNdOptions, - BuiltinOptions_CosOptions, - BuiltinOptions_WhereOptions, - BuiltinOptions_RankOptions, - BuiltinOptions_ReverseSequenceOptions, - BuiltinOptions_MatrixDiagOptions, - BuiltinOptions_QuantizeOptions, - BuiltinOptions_MatrixSetDiagOptions, - BuiltinOptions_HardSwishOptions, - BuiltinOptions_IfOptions, - BuiltinOptions_WhileOptions, - BuiltinOptions_DepthToSpaceOptions, - BuiltinOptions_NonMaxSuppressionV4Options, - BuiltinOptions_NonMaxSuppressionV5Options, - BuiltinOptions_ScatterNdOptions, - BuiltinOptions_SelectV2Options, - BuiltinOptions_DensifyOptions, - BuiltinOptions_SegmentSumOptions, - BuiltinOptions_BatchMatMulOptions, - BuiltinOptions_CumsumOptions, - BuiltinOptions_CallOnceOptions, - BuiltinOptions_BroadcastToOptions, - BuiltinOptions_Rfft2dOptions, - BuiltinOptions_Conv3DOptions, - BuiltinOptions_HashtableOptions, - BuiltinOptions_HashtableFindOptions, - BuiltinOptions_HashtableImportOptions, - BuiltinOptions_HashtableSizeOptions, - BuiltinOptions_VarHandleOptions, - BuiltinOptions_ReadVariableOptions, - BuiltinOptions_AssignVariableOptions, - BuiltinOptions_RandomOptions, - BuiltinOptions_BucketizeOptions, - BuiltinOptions_GeluOptions - }; - return values; -} - -inline const char * const *EnumNamesBuiltinOptions() { - static const char * const names[118] = { - "NONE", - "Conv2DOptions", - "DepthwiseConv2DOptions", - "ConcatEmbeddingsOptions", - "LSHProjectionOptions", - "Pool2DOptions", - "SVDFOptions", - "RNNOptions", - "FullyConnectedOptions", - "SoftmaxOptions", - "ConcatenationOptions", - "AddOptions", - "L2NormOptions", - "LocalResponseNormalizationOptions", - "LSTMOptions", - "ResizeBilinearOptions", - "CallOptions", - "ReshapeOptions", - "SkipGramOptions", - "SpaceToDepthOptions", - "EmbeddingLookupSparseOptions", - "MulOptions", - "PadOptions", - "GatherOptions", - "BatchToSpaceNDOptions", - "SpaceToBatchNDOptions", - "TransposeOptions", - "ReducerOptions", - "SubOptions", - "DivOptions", - "SqueezeOptions", - "SequenceRNNOptions", - "StridedSliceOptions", - "ExpOptions", - "TopKV2Options", - "SplitOptions", - "LogSoftmaxOptions", - "CastOptions", - "DequantizeOptions", - "MaximumMinimumOptions", - "ArgMaxOptions", - "LessOptions", - "NegOptions", - "PadV2Options", - "GreaterOptions", - "GreaterEqualOptions", - "LessEqualOptions", - "SelectOptions", - "SliceOptions", - "TransposeConvOptions", - "SparseToDenseOptions", - "TileOptions", - "ExpandDimsOptions", - "EqualOptions", - "NotEqualOptions", - "ShapeOptions", - "PowOptions", - "ArgMinOptions", - "FakeQuantOptions", - "PackOptions", - "LogicalOrOptions", - "OneHotOptions", - "LogicalAndOptions", - "LogicalNotOptions", - "UnpackOptions", - "FloorDivOptions", - "SquareOptions", - "ZerosLikeOptions", - "FillOptions", - "BidirectionalSequenceLSTMOptions", - "BidirectionalSequenceRNNOptions", - "UnidirectionalSequenceLSTMOptions", - "FloorModOptions", - "RangeOptions", - "ResizeNearestNeighborOptions", - "LeakyReluOptions", - "SquaredDifferenceOptions", - "MirrorPadOptions", - "AbsOptions", - "SplitVOptions", - "UniqueOptions", - "ReverseV2Options", - "AddNOptions", - "GatherNdOptions", - "CosOptions", - "WhereOptions", - "RankOptions", - "ReverseSequenceOptions", - "MatrixDiagOptions", - "QuantizeOptions", - "MatrixSetDiagOptions", - "HardSwishOptions", - "IfOptions", - "WhileOptions", - "DepthToSpaceOptions", - "NonMaxSuppressionV4Options", - "NonMaxSuppressionV5Options", - "ScatterNdOptions", - "SelectV2Options", - "DensifyOptions", - "SegmentSumOptions", - "BatchMatMulOptions", - "CumsumOptions", - "CallOnceOptions", - "BroadcastToOptions", - "Rfft2dOptions", - "Conv3DOptions", - "HashtableOptions", - "HashtableFindOptions", - "HashtableImportOptions", - "HashtableSizeOptions", - "VarHandleOptions", - "ReadVariableOptions", - "AssignVariableOptions", - "RandomOptions", - "BucketizeOptions", - "GeluOptions", - nullptr - }; - return names; -} - -inline const char *EnumNameBuiltinOptions(BuiltinOptions e) { - if (flatbuffers::IsOutRange(e, BuiltinOptions_NONE, BuiltinOptions_GeluOptions)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesBuiltinOptions()[index]; -} - -template<typename T> struct BuiltinOptionsTraits { - static const BuiltinOptions enum_value = BuiltinOptions_NONE; -}; - -template<> struct BuiltinOptionsTraits<tflite::Conv2DOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_Conv2DOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::DepthwiseConv2DOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_DepthwiseConv2DOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ConcatEmbeddingsOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ConcatEmbeddingsOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LSHProjectionOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LSHProjectionOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::Pool2DOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_Pool2DOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SVDFOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SVDFOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::RNNOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_RNNOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::FullyConnectedOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_FullyConnectedOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SoftmaxOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SoftmaxOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ConcatenationOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ConcatenationOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::AddOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_AddOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::L2NormOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_L2NormOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LocalResponseNormalizationOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LocalResponseNormalizationOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LSTMOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LSTMOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ResizeBilinearOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ResizeBilinearOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::CallOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_CallOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ReshapeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ReshapeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SkipGramOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SkipGramOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SpaceToDepthOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SpaceToDepthOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::EmbeddingLookupSparseOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_EmbeddingLookupSparseOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::MulOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_MulOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::PadOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_PadOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::GatherOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_GatherOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::BatchToSpaceNDOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_BatchToSpaceNDOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SpaceToBatchNDOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SpaceToBatchNDOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::TransposeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_TransposeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ReducerOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ReducerOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SubOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SubOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::DivOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_DivOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SqueezeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SqueezeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SequenceRNNOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SequenceRNNOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::StridedSliceOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_StridedSliceOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ExpOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ExpOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::TopKV2Options> { - static const BuiltinOptions enum_value = BuiltinOptions_TopKV2Options; -}; - -template<> struct BuiltinOptionsTraits<tflite::SplitOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SplitOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LogSoftmaxOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LogSoftmaxOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::CastOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_CastOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::DequantizeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_DequantizeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::MaximumMinimumOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_MaximumMinimumOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ArgMaxOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ArgMaxOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LessOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LessOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::NegOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_NegOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::PadV2Options> { - static const BuiltinOptions enum_value = BuiltinOptions_PadV2Options; -}; - -template<> struct BuiltinOptionsTraits<tflite::GreaterOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_GreaterOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::GreaterEqualOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_GreaterEqualOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LessEqualOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LessEqualOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SelectOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SelectOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SliceOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SliceOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::TransposeConvOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_TransposeConvOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SparseToDenseOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SparseToDenseOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::TileOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_TileOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ExpandDimsOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ExpandDimsOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::EqualOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_EqualOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::NotEqualOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_NotEqualOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ShapeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ShapeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::PowOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_PowOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ArgMinOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ArgMinOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::FakeQuantOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_FakeQuantOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::PackOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_PackOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LogicalOrOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LogicalOrOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::OneHotOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_OneHotOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LogicalAndOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LogicalAndOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LogicalNotOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LogicalNotOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::UnpackOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_UnpackOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::FloorDivOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_FloorDivOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SquareOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SquareOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ZerosLikeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ZerosLikeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::FillOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_FillOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::BidirectionalSequenceLSTMOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_BidirectionalSequenceLSTMOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::BidirectionalSequenceRNNOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_BidirectionalSequenceRNNOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::UnidirectionalSequenceLSTMOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_UnidirectionalSequenceLSTMOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::FloorModOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_FloorModOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::RangeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_RangeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ResizeNearestNeighborOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ResizeNearestNeighborOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::LeakyReluOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_LeakyReluOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SquaredDifferenceOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SquaredDifferenceOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::MirrorPadOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_MirrorPadOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::AbsOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_AbsOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SplitVOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SplitVOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::UniqueOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_UniqueOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ReverseV2Options> { - static const BuiltinOptions enum_value = BuiltinOptions_ReverseV2Options; -}; - -template<> struct BuiltinOptionsTraits<tflite::AddNOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_AddNOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::GatherNdOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_GatherNdOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::CosOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_CosOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::WhereOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_WhereOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::RankOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_RankOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ReverseSequenceOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ReverseSequenceOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::MatrixDiagOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_MatrixDiagOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::QuantizeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_QuantizeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::MatrixSetDiagOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_MatrixSetDiagOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::HardSwishOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_HardSwishOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::IfOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_IfOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::WhileOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_WhileOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::DepthToSpaceOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_DepthToSpaceOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::NonMaxSuppressionV4Options> { - static const BuiltinOptions enum_value = BuiltinOptions_NonMaxSuppressionV4Options; -}; - -template<> struct BuiltinOptionsTraits<tflite::NonMaxSuppressionV5Options> { - static const BuiltinOptions enum_value = BuiltinOptions_NonMaxSuppressionV5Options; -}; - -template<> struct BuiltinOptionsTraits<tflite::ScatterNdOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ScatterNdOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SelectV2Options> { - static const BuiltinOptions enum_value = BuiltinOptions_SelectV2Options; -}; - -template<> struct BuiltinOptionsTraits<tflite::DensifyOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_DensifyOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::SegmentSumOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_SegmentSumOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::BatchMatMulOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_BatchMatMulOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::CumsumOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_CumsumOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::CallOnceOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_CallOnceOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::BroadcastToOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_BroadcastToOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::Rfft2dOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_Rfft2dOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::Conv3DOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_Conv3DOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::HashtableOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_HashtableOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::HashtableFindOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_HashtableFindOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::HashtableImportOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_HashtableImportOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::HashtableSizeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_HashtableSizeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::VarHandleOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_VarHandleOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::ReadVariableOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_ReadVariableOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::AssignVariableOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_AssignVariableOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::RandomOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_RandomOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::BucketizeOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_BucketizeOptions; -}; - -template<> struct BuiltinOptionsTraits<tflite::GeluOptions> { - static const BuiltinOptions enum_value = BuiltinOptions_GeluOptions; -}; - -bool VerifyBuiltinOptions(flatbuffers::Verifier &verifier, const void *obj, BuiltinOptions type); -bool VerifyBuiltinOptionsVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector<flatbuffers::Offset<void>> *values, const flatbuffers::Vector<uint8_t> *types); - -enum Padding : int8_t { - Padding_SAME = 0, - Padding_VALID = 1, - Padding_MIN = Padding_SAME, - Padding_MAX = Padding_VALID -}; - -inline const Padding (&EnumValuesPadding())[2] { - static const Padding values[] = { - Padding_SAME, - Padding_VALID - }; - return values; -} - -inline const char * const *EnumNamesPadding() { - static const char * const names[3] = { - "SAME", - "VALID", - nullptr - }; - return names; -} - -inline const char *EnumNamePadding(Padding e) { - if (flatbuffers::IsOutRange(e, Padding_SAME, Padding_VALID)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesPadding()[index]; -} - -enum ActivationFunctionType : int8_t { - ActivationFunctionType_NONE = 0, - ActivationFunctionType_RELU = 1, - ActivationFunctionType_RELU_N1_TO_1 = 2, - ActivationFunctionType_RELU6 = 3, - ActivationFunctionType_TANH = 4, - ActivationFunctionType_SIGN_BIT = 5, - ActivationFunctionType_MIN = ActivationFunctionType_NONE, - ActivationFunctionType_MAX = ActivationFunctionType_SIGN_BIT -}; - -inline const ActivationFunctionType (&EnumValuesActivationFunctionType())[6] { - static const ActivationFunctionType values[] = { - ActivationFunctionType_NONE, - ActivationFunctionType_RELU, - ActivationFunctionType_RELU_N1_TO_1, - ActivationFunctionType_RELU6, - ActivationFunctionType_TANH, - ActivationFunctionType_SIGN_BIT - }; - return values; -} - -inline const char * const *EnumNamesActivationFunctionType() { - static const char * const names[7] = { - "NONE", - "RELU", - "RELU_N1_TO_1", - "RELU6", - "TANH", - "SIGN_BIT", - nullptr - }; - return names; -} - -inline const char *EnumNameActivationFunctionType(ActivationFunctionType e) { - if (flatbuffers::IsOutRange(e, ActivationFunctionType_NONE, ActivationFunctionType_SIGN_BIT)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesActivationFunctionType()[index]; -} - -enum LSHProjectionType : int8_t { - LSHProjectionType_UNKNOWN = 0, - LSHProjectionType_SPARSE = 1, - LSHProjectionType_DENSE = 2, - LSHProjectionType_MIN = LSHProjectionType_UNKNOWN, - LSHProjectionType_MAX = LSHProjectionType_DENSE -}; - -inline const LSHProjectionType (&EnumValuesLSHProjectionType())[3] { - static const LSHProjectionType values[] = { - LSHProjectionType_UNKNOWN, - LSHProjectionType_SPARSE, - LSHProjectionType_DENSE - }; - return values; -} - -inline const char * const *EnumNamesLSHProjectionType() { - static const char * const names[4] = { - "UNKNOWN", - "SPARSE", - "DENSE", - nullptr - }; - return names; -} - -inline const char *EnumNameLSHProjectionType(LSHProjectionType e) { - if (flatbuffers::IsOutRange(e, LSHProjectionType_UNKNOWN, LSHProjectionType_DENSE)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesLSHProjectionType()[index]; -} - -enum FullyConnectedOptionsWeightsFormat : int8_t { - FullyConnectedOptionsWeightsFormat_DEFAULT = 0, - FullyConnectedOptionsWeightsFormat_SHUFFLED4x16INT8 = 1, - FullyConnectedOptionsWeightsFormat_MIN = FullyConnectedOptionsWeightsFormat_DEFAULT, - FullyConnectedOptionsWeightsFormat_MAX = FullyConnectedOptionsWeightsFormat_SHUFFLED4x16INT8 -}; - -inline const FullyConnectedOptionsWeightsFormat (&EnumValuesFullyConnectedOptionsWeightsFormat())[2] { - static const FullyConnectedOptionsWeightsFormat values[] = { - FullyConnectedOptionsWeightsFormat_DEFAULT, - FullyConnectedOptionsWeightsFormat_SHUFFLED4x16INT8 - }; - return values; -} - -inline const char * const *EnumNamesFullyConnectedOptionsWeightsFormat() { - static const char * const names[3] = { - "DEFAULT", - "SHUFFLED4x16INT8", - nullptr - }; - return names; -} - -inline const char *EnumNameFullyConnectedOptionsWeightsFormat(FullyConnectedOptionsWeightsFormat e) { - if (flatbuffers::IsOutRange(e, FullyConnectedOptionsWeightsFormat_DEFAULT, FullyConnectedOptionsWeightsFormat_SHUFFLED4x16INT8)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesFullyConnectedOptionsWeightsFormat()[index]; -} - -enum LSTMKernelType : int8_t { - LSTMKernelType_FULL = 0, - LSTMKernelType_BASIC = 1, - LSTMKernelType_MIN = LSTMKernelType_FULL, - LSTMKernelType_MAX = LSTMKernelType_BASIC -}; - -inline const LSTMKernelType (&EnumValuesLSTMKernelType())[2] { - static const LSTMKernelType values[] = { - LSTMKernelType_FULL, - LSTMKernelType_BASIC - }; - return values; -} - -inline const char * const *EnumNamesLSTMKernelType() { - static const char * const names[3] = { - "FULL", - "BASIC", - nullptr - }; - return names; -} - -inline const char *EnumNameLSTMKernelType(LSTMKernelType e) { - if (flatbuffers::IsOutRange(e, LSTMKernelType_FULL, LSTMKernelType_BASIC)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesLSTMKernelType()[index]; -} - -enum CombinerType : int8_t { - CombinerType_SUM = 0, - CombinerType_MEAN = 1, - CombinerType_SQRTN = 2, - CombinerType_MIN = CombinerType_SUM, - CombinerType_MAX = CombinerType_SQRTN -}; - -inline const CombinerType (&EnumValuesCombinerType())[3] { - static const CombinerType values[] = { - CombinerType_SUM, - CombinerType_MEAN, - CombinerType_SQRTN - }; - return values; -} - -inline const char * const *EnumNamesCombinerType() { - static const char * const names[4] = { - "SUM", - "MEAN", - "SQRTN", - nullptr - }; - return names; -} - -inline const char *EnumNameCombinerType(CombinerType e) { - if (flatbuffers::IsOutRange(e, CombinerType_SUM, CombinerType_SQRTN)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesCombinerType()[index]; -} - -enum MirrorPadMode : int8_t { - MirrorPadMode_REFLECT = 0, - MirrorPadMode_SYMMETRIC = 1, - MirrorPadMode_MIN = MirrorPadMode_REFLECT, - MirrorPadMode_MAX = MirrorPadMode_SYMMETRIC -}; - -inline const MirrorPadMode (&EnumValuesMirrorPadMode())[2] { - static const MirrorPadMode values[] = { - MirrorPadMode_REFLECT, - MirrorPadMode_SYMMETRIC - }; - return values; -} - -inline const char * const *EnumNamesMirrorPadMode() { - static const char * const names[3] = { - "REFLECT", - "SYMMETRIC", - nullptr - }; - return names; -} - -inline const char *EnumNameMirrorPadMode(MirrorPadMode e) { - if (flatbuffers::IsOutRange(e, MirrorPadMode_REFLECT, MirrorPadMode_SYMMETRIC)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesMirrorPadMode()[index]; -} - -enum CustomOptionsFormat : int8_t { - CustomOptionsFormat_FLEXBUFFERS = 0, - CustomOptionsFormat_MIN = CustomOptionsFormat_FLEXBUFFERS, - CustomOptionsFormat_MAX = CustomOptionsFormat_FLEXBUFFERS -}; - -inline const CustomOptionsFormat (&EnumValuesCustomOptionsFormat())[1] { - static const CustomOptionsFormat values[] = { - CustomOptionsFormat_FLEXBUFFERS - }; - return values; -} - -inline const char * const *EnumNamesCustomOptionsFormat() { - static const char * const names[2] = { - "FLEXBUFFERS", - nullptr - }; - return names; -} - -inline const char *EnumNameCustomOptionsFormat(CustomOptionsFormat e) { - if (flatbuffers::IsOutRange(e, CustomOptionsFormat_FLEXBUFFERS, CustomOptionsFormat_FLEXBUFFERS)) return ""; - const size_t index = static_cast<size_t>(e); - return EnumNamesCustomOptionsFormat()[index]; -} - -struct CustomQuantization FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CustomQuantizationBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_CUSTOM = 4 - }; - const flatbuffers::Vector<uint8_t> *custom() const { - return GetPointer<const flatbuffers::Vector<uint8_t> *>(VT_CUSTOM); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_CUSTOM) && - verifier.VerifyVector(custom()) && - verifier.EndTable(); - } -}; - -struct CustomQuantizationBuilder { - typedef CustomQuantization Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_custom(flatbuffers::Offset<flatbuffers::Vector<uint8_t>> custom) { - fbb_.AddOffset(CustomQuantization::VT_CUSTOM, custom); - } - explicit CustomQuantizationBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<CustomQuantization> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<CustomQuantization>(end); - return o; - } -}; - -inline flatbuffers::Offset<CustomQuantization> CreateCustomQuantization( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<uint8_t>> custom = 0) { - CustomQuantizationBuilder builder_(_fbb); - builder_.add_custom(custom); - return builder_.Finish(); -} - -inline flatbuffers::Offset<CustomQuantization> CreateCustomQuantizationDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<uint8_t> *custom = nullptr) { - if (custom) { _fbb.ForceVectorAlignment(custom->size(), sizeof(uint8_t), 16); } - auto custom__ = custom ? _fbb.CreateVector<uint8_t>(*custom) : 0; - return tflite::CreateCustomQuantization( - _fbb, - custom__); -} - -struct QuantizationParameters FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizationParametersBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_MIN = 4, - VT_MAX = 6, - VT_SCALE = 8, - VT_ZERO_POINT = 10, - VT_DETAILS_TYPE = 12, - VT_DETAILS = 14, - VT_QUANTIZED_DIMENSION = 16 - }; - const flatbuffers::Vector<float> *min() const { - return GetPointer<const flatbuffers::Vector<float> *>(VT_MIN); - } - const flatbuffers::Vector<float> *max() const { - return GetPointer<const flatbuffers::Vector<float> *>(VT_MAX); - } - const flatbuffers::Vector<float> *scale() const { - return GetPointer<const flatbuffers::Vector<float> *>(VT_SCALE); - } - const flatbuffers::Vector<int64_t> *zero_point() const { - return GetPointer<const flatbuffers::Vector<int64_t> *>(VT_ZERO_POINT); - } - tflite::QuantizationDetails details_type() const { - return static_cast<tflite::QuantizationDetails>(GetField<uint8_t>(VT_DETAILS_TYPE, 0)); - } - const void *details() const { - return GetPointer<const void *>(VT_DETAILS); - } - template<typename T> const T *details_as() const; - const tflite::CustomQuantization *details_as_CustomQuantization() const { - return details_type() == tflite::QuantizationDetails_CustomQuantization ? static_cast<const tflite::CustomQuantization *>(details()) : nullptr; - } - int32_t quantized_dimension() const { - return GetField<int32_t>(VT_QUANTIZED_DIMENSION, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_MIN) && - verifier.VerifyVector(min()) && - VerifyOffset(verifier, VT_MAX) && - verifier.VerifyVector(max()) && - VerifyOffset(verifier, VT_SCALE) && - verifier.VerifyVector(scale()) && - VerifyOffset(verifier, VT_ZERO_POINT) && - verifier.VerifyVector(zero_point()) && - VerifyField<uint8_t>(verifier, VT_DETAILS_TYPE, 1) && - VerifyOffset(verifier, VT_DETAILS) && - VerifyQuantizationDetails(verifier, details(), details_type()) && - VerifyField<int32_t>(verifier, VT_QUANTIZED_DIMENSION, 4) && - verifier.EndTable(); - } -}; - -template<> inline const tflite::CustomQuantization *QuantizationParameters::details_as<tflite::CustomQuantization>() const { - return details_as_CustomQuantization(); -} - -struct QuantizationParametersBuilder { - typedef QuantizationParameters Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_min(flatbuffers::Offset<flatbuffers::Vector<float>> min) { - fbb_.AddOffset(QuantizationParameters::VT_MIN, min); - } - void add_max(flatbuffers::Offset<flatbuffers::Vector<float>> max) { - fbb_.AddOffset(QuantizationParameters::VT_MAX, max); - } - void add_scale(flatbuffers::Offset<flatbuffers::Vector<float>> scale) { - fbb_.AddOffset(QuantizationParameters::VT_SCALE, scale); - } - void add_zero_point(flatbuffers::Offset<flatbuffers::Vector<int64_t>> zero_point) { - fbb_.AddOffset(QuantizationParameters::VT_ZERO_POINT, zero_point); - } - void add_details_type(tflite::QuantizationDetails details_type) { - fbb_.AddElement<uint8_t>(QuantizationParameters::VT_DETAILS_TYPE, static_cast<uint8_t>(details_type), 0); - } - void add_details(flatbuffers::Offset<void> details) { - fbb_.AddOffset(QuantizationParameters::VT_DETAILS, details); - } - void add_quantized_dimension(int32_t quantized_dimension) { - fbb_.AddElement<int32_t>(QuantizationParameters::VT_QUANTIZED_DIMENSION, quantized_dimension, 0); - } - explicit QuantizationParametersBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<QuantizationParameters> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<QuantizationParameters>(end); - return o; - } -}; - -inline flatbuffers::Offset<QuantizationParameters> CreateQuantizationParameters( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<float>> min = 0, - flatbuffers::Offset<flatbuffers::Vector<float>> max = 0, - flatbuffers::Offset<flatbuffers::Vector<float>> scale = 0, - flatbuffers::Offset<flatbuffers::Vector<int64_t>> zero_point = 0, - tflite::QuantizationDetails details_type = tflite::QuantizationDetails_NONE, - flatbuffers::Offset<void> details = 0, - int32_t quantized_dimension = 0) { - QuantizationParametersBuilder builder_(_fbb); - builder_.add_quantized_dimension(quantized_dimension); - builder_.add_details(details); - builder_.add_zero_point(zero_point); - builder_.add_scale(scale); - builder_.add_max(max); - builder_.add_min(min); - builder_.add_details_type(details_type); - return builder_.Finish(); -} - -inline flatbuffers::Offset<QuantizationParameters> CreateQuantizationParametersDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<float> *min = nullptr, - const std::vector<float> *max = nullptr, - const std::vector<float> *scale = nullptr, - const std::vector<int64_t> *zero_point = nullptr, - tflite::QuantizationDetails details_type = tflite::QuantizationDetails_NONE, - flatbuffers::Offset<void> details = 0, - int32_t quantized_dimension = 0) { - auto min__ = min ? _fbb.CreateVector<float>(*min) : 0; - auto max__ = max ? _fbb.CreateVector<float>(*max) : 0; - auto scale__ = scale ? _fbb.CreateVector<float>(*scale) : 0; - auto zero_point__ = zero_point ? _fbb.CreateVector<int64_t>(*zero_point) : 0; - return tflite::CreateQuantizationParameters( - _fbb, - min__, - max__, - scale__, - zero_point__, - details_type, - details, - quantized_dimension); -} - -struct Int32Vector FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Int32VectorBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_VALUES = 4 - }; - const flatbuffers::Vector<int32_t> *values() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_VALUES); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_VALUES) && - verifier.VerifyVector(values()) && - verifier.EndTable(); - } -}; - -struct Int32VectorBuilder { - typedef Int32Vector Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_values(flatbuffers::Offset<flatbuffers::Vector<int32_t>> values) { - fbb_.AddOffset(Int32Vector::VT_VALUES, values); - } - explicit Int32VectorBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Int32Vector> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Int32Vector>(end); - return o; - } -}; - -inline flatbuffers::Offset<Int32Vector> CreateInt32Vector( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> values = 0) { - Int32VectorBuilder builder_(_fbb); - builder_.add_values(values); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Int32Vector> CreateInt32VectorDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<int32_t> *values = nullptr) { - auto values__ = values ? _fbb.CreateVector<int32_t>(*values) : 0; - return tflite::CreateInt32Vector( - _fbb, - values__); -} - -struct Uint16Vector FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Uint16VectorBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_VALUES = 4 - }; - const flatbuffers::Vector<uint16_t> *values() const { - return GetPointer<const flatbuffers::Vector<uint16_t> *>(VT_VALUES); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_VALUES) && - verifier.VerifyVector(values()) && - verifier.EndTable(); - } -}; - -struct Uint16VectorBuilder { - typedef Uint16Vector Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_values(flatbuffers::Offset<flatbuffers::Vector<uint16_t>> values) { - fbb_.AddOffset(Uint16Vector::VT_VALUES, values); - } - explicit Uint16VectorBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Uint16Vector> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Uint16Vector>(end); - return o; - } -}; - -inline flatbuffers::Offset<Uint16Vector> CreateUint16Vector( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<uint16_t>> values = 0) { - Uint16VectorBuilder builder_(_fbb); - builder_.add_values(values); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Uint16Vector> CreateUint16VectorDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<uint16_t> *values = nullptr) { - if (values) { _fbb.ForceVectorAlignment(values->size(), sizeof(uint16_t), 4); } - auto values__ = values ? _fbb.CreateVector<uint16_t>(*values) : 0; - return tflite::CreateUint16Vector( - _fbb, - values__); -} - -struct Uint8Vector FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Uint8VectorBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_VALUES = 4 - }; - const flatbuffers::Vector<uint8_t> *values() const { - return GetPointer<const flatbuffers::Vector<uint8_t> *>(VT_VALUES); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_VALUES) && - verifier.VerifyVector(values()) && - verifier.EndTable(); - } -}; - -struct Uint8VectorBuilder { - typedef Uint8Vector Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_values(flatbuffers::Offset<flatbuffers::Vector<uint8_t>> values) { - fbb_.AddOffset(Uint8Vector::VT_VALUES, values); - } - explicit Uint8VectorBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Uint8Vector> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Uint8Vector>(end); - return o; - } -}; - -inline flatbuffers::Offset<Uint8Vector> CreateUint8Vector( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<uint8_t>> values = 0) { - Uint8VectorBuilder builder_(_fbb); - builder_.add_values(values); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Uint8Vector> CreateUint8VectorDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<uint8_t> *values = nullptr) { - if (values) { _fbb.ForceVectorAlignment(values->size(), sizeof(uint8_t), 4); } - auto values__ = values ? _fbb.CreateVector<uint8_t>(*values) : 0; - return tflite::CreateUint8Vector( - _fbb, - values__); -} - -struct DimensionMetadata FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DimensionMetadataBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FORMAT = 4, - VT_DENSE_SIZE = 6, - VT_ARRAY_SEGMENTS_TYPE = 8, - VT_ARRAY_SEGMENTS = 10, - VT_ARRAY_INDICES_TYPE = 12, - VT_ARRAY_INDICES = 14 - }; - tflite::DimensionType format() const { - return static_cast<tflite::DimensionType>(GetField<int8_t>(VT_FORMAT, 0)); - } - int32_t dense_size() const { - return GetField<int32_t>(VT_DENSE_SIZE, 0); - } - tflite::SparseIndexVector array_segments_type() const { - return static_cast<tflite::SparseIndexVector>(GetField<uint8_t>(VT_ARRAY_SEGMENTS_TYPE, 0)); - } - const void *array_segments() const { - return GetPointer<const void *>(VT_ARRAY_SEGMENTS); - } - template<typename T> const T *array_segments_as() const; - const tflite::Int32Vector *array_segments_as_Int32Vector() const { - return array_segments_type() == tflite::SparseIndexVector_Int32Vector ? static_cast<const tflite::Int32Vector *>(array_segments()) : nullptr; - } - const tflite::Uint16Vector *array_segments_as_Uint16Vector() const { - return array_segments_type() == tflite::SparseIndexVector_Uint16Vector ? static_cast<const tflite::Uint16Vector *>(array_segments()) : nullptr; - } - const tflite::Uint8Vector *array_segments_as_Uint8Vector() const { - return array_segments_type() == tflite::SparseIndexVector_Uint8Vector ? static_cast<const tflite::Uint8Vector *>(array_segments()) : nullptr; - } - tflite::SparseIndexVector array_indices_type() const { - return static_cast<tflite::SparseIndexVector>(GetField<uint8_t>(VT_ARRAY_INDICES_TYPE, 0)); - } - const void *array_indices() const { - return GetPointer<const void *>(VT_ARRAY_INDICES); - } - template<typename T> const T *array_indices_as() const; - const tflite::Int32Vector *array_indices_as_Int32Vector() const { - return array_indices_type() == tflite::SparseIndexVector_Int32Vector ? static_cast<const tflite::Int32Vector *>(array_indices()) : nullptr; - } - const tflite::Uint16Vector *array_indices_as_Uint16Vector() const { - return array_indices_type() == tflite::SparseIndexVector_Uint16Vector ? static_cast<const tflite::Uint16Vector *>(array_indices()) : nullptr; - } - const tflite::Uint8Vector *array_indices_as_Uint8Vector() const { - return array_indices_type() == tflite::SparseIndexVector_Uint8Vector ? static_cast<const tflite::Uint8Vector *>(array_indices()) : nullptr; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FORMAT, 1) && - VerifyField<int32_t>(verifier, VT_DENSE_SIZE, 4) && - VerifyField<uint8_t>(verifier, VT_ARRAY_SEGMENTS_TYPE, 1) && - VerifyOffset(verifier, VT_ARRAY_SEGMENTS) && - VerifySparseIndexVector(verifier, array_segments(), array_segments_type()) && - VerifyField<uint8_t>(verifier, VT_ARRAY_INDICES_TYPE, 1) && - VerifyOffset(verifier, VT_ARRAY_INDICES) && - VerifySparseIndexVector(verifier, array_indices(), array_indices_type()) && - verifier.EndTable(); - } -}; - -template<> inline const tflite::Int32Vector *DimensionMetadata::array_segments_as<tflite::Int32Vector>() const { - return array_segments_as_Int32Vector(); -} - -template<> inline const tflite::Uint16Vector *DimensionMetadata::array_segments_as<tflite::Uint16Vector>() const { - return array_segments_as_Uint16Vector(); -} - -template<> inline const tflite::Uint8Vector *DimensionMetadata::array_segments_as<tflite::Uint8Vector>() const { - return array_segments_as_Uint8Vector(); -} - -template<> inline const tflite::Int32Vector *DimensionMetadata::array_indices_as<tflite::Int32Vector>() const { - return array_indices_as_Int32Vector(); -} - -template<> inline const tflite::Uint16Vector *DimensionMetadata::array_indices_as<tflite::Uint16Vector>() const { - return array_indices_as_Uint16Vector(); -} - -template<> inline const tflite::Uint8Vector *DimensionMetadata::array_indices_as<tflite::Uint8Vector>() const { - return array_indices_as_Uint8Vector(); -} - -struct DimensionMetadataBuilder { - typedef DimensionMetadata Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_format(tflite::DimensionType format) { - fbb_.AddElement<int8_t>(DimensionMetadata::VT_FORMAT, static_cast<int8_t>(format), 0); - } - void add_dense_size(int32_t dense_size) { - fbb_.AddElement<int32_t>(DimensionMetadata::VT_DENSE_SIZE, dense_size, 0); - } - void add_array_segments_type(tflite::SparseIndexVector array_segments_type) { - fbb_.AddElement<uint8_t>(DimensionMetadata::VT_ARRAY_SEGMENTS_TYPE, static_cast<uint8_t>(array_segments_type), 0); - } - void add_array_segments(flatbuffers::Offset<void> array_segments) { - fbb_.AddOffset(DimensionMetadata::VT_ARRAY_SEGMENTS, array_segments); - } - void add_array_indices_type(tflite::SparseIndexVector array_indices_type) { - fbb_.AddElement<uint8_t>(DimensionMetadata::VT_ARRAY_INDICES_TYPE, static_cast<uint8_t>(array_indices_type), 0); - } - void add_array_indices(flatbuffers::Offset<void> array_indices) { - fbb_.AddOffset(DimensionMetadata::VT_ARRAY_INDICES, array_indices); - } - explicit DimensionMetadataBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<DimensionMetadata> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<DimensionMetadata>(end); - return o; - } -}; - -inline flatbuffers::Offset<DimensionMetadata> CreateDimensionMetadata( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::DimensionType format = tflite::DimensionType_DENSE, - int32_t dense_size = 0, - tflite::SparseIndexVector array_segments_type = tflite::SparseIndexVector_NONE, - flatbuffers::Offset<void> array_segments = 0, - tflite::SparseIndexVector array_indices_type = tflite::SparseIndexVector_NONE, - flatbuffers::Offset<void> array_indices = 0) { - DimensionMetadataBuilder builder_(_fbb); - builder_.add_array_indices(array_indices); - builder_.add_array_segments(array_segments); - builder_.add_dense_size(dense_size); - builder_.add_array_indices_type(array_indices_type); - builder_.add_array_segments_type(array_segments_type); - builder_.add_format(format); - return builder_.Finish(); -} - -struct SparsityParameters FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SparsityParametersBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TRAVERSAL_ORDER = 4, - VT_BLOCK_MAP = 6, - VT_DIM_METADATA = 8 - }; - const flatbuffers::Vector<int32_t> *traversal_order() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_TRAVERSAL_ORDER); - } - const flatbuffers::Vector<int32_t> *block_map() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_BLOCK_MAP); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::DimensionMetadata>> *dim_metadata() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::DimensionMetadata>> *>(VT_DIM_METADATA); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_TRAVERSAL_ORDER) && - verifier.VerifyVector(traversal_order()) && - VerifyOffset(verifier, VT_BLOCK_MAP) && - verifier.VerifyVector(block_map()) && - VerifyOffset(verifier, VT_DIM_METADATA) && - verifier.VerifyVector(dim_metadata()) && - verifier.VerifyVectorOfTables(dim_metadata()) && - verifier.EndTable(); - } -}; - -struct SparsityParametersBuilder { - typedef SparsityParameters Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_traversal_order(flatbuffers::Offset<flatbuffers::Vector<int32_t>> traversal_order) { - fbb_.AddOffset(SparsityParameters::VT_TRAVERSAL_ORDER, traversal_order); - } - void add_block_map(flatbuffers::Offset<flatbuffers::Vector<int32_t>> block_map) { - fbb_.AddOffset(SparsityParameters::VT_BLOCK_MAP, block_map); - } - void add_dim_metadata(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::DimensionMetadata>>> dim_metadata) { - fbb_.AddOffset(SparsityParameters::VT_DIM_METADATA, dim_metadata); - } - explicit SparsityParametersBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SparsityParameters> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SparsityParameters>(end); - return o; - } -}; - -inline flatbuffers::Offset<SparsityParameters> CreateSparsityParameters( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> traversal_order = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> block_map = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::DimensionMetadata>>> dim_metadata = 0) { - SparsityParametersBuilder builder_(_fbb); - builder_.add_dim_metadata(dim_metadata); - builder_.add_block_map(block_map); - builder_.add_traversal_order(traversal_order); - return builder_.Finish(); -} - -inline flatbuffers::Offset<SparsityParameters> CreateSparsityParametersDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<int32_t> *traversal_order = nullptr, - const std::vector<int32_t> *block_map = nullptr, - const std::vector<flatbuffers::Offset<tflite::DimensionMetadata>> *dim_metadata = nullptr) { - auto traversal_order__ = traversal_order ? _fbb.CreateVector<int32_t>(*traversal_order) : 0; - auto block_map__ = block_map ? _fbb.CreateVector<int32_t>(*block_map) : 0; - auto dim_metadata__ = dim_metadata ? _fbb.CreateVector<flatbuffers::Offset<tflite::DimensionMetadata>>(*dim_metadata) : 0; - return tflite::CreateSparsityParameters( - _fbb, - traversal_order__, - block_map__, - dim_metadata__); -} - -struct Tensor FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TensorBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_SHAPE = 4, - VT_TYPE = 6, - VT_BUFFER = 8, - VT_NAME = 10, - VT_QUANTIZATION = 12, - VT_IS_VARIABLE = 14, - VT_SPARSITY = 16, - VT_SHAPE_SIGNATURE = 18 - }; - const flatbuffers::Vector<int32_t> *shape() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_SHAPE); - } - tflite::TensorType type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_TYPE, 0)); - } - uint32_t buffer() const { - return GetField<uint32_t>(VT_BUFFER, 0); - } - const flatbuffers::String *name() const { - return GetPointer<const flatbuffers::String *>(VT_NAME); - } - const tflite::QuantizationParameters *quantization() const { - return GetPointer<const tflite::QuantizationParameters *>(VT_QUANTIZATION); - } - bool is_variable() const { - return GetField<uint8_t>(VT_IS_VARIABLE, 0) != 0; - } - const tflite::SparsityParameters *sparsity() const { - return GetPointer<const tflite::SparsityParameters *>(VT_SPARSITY); - } - const flatbuffers::Vector<int32_t> *shape_signature() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_SHAPE_SIGNATURE); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_SHAPE) && - verifier.VerifyVector(shape()) && - VerifyField<int8_t>(verifier, VT_TYPE, 1) && - VerifyField<uint32_t>(verifier, VT_BUFFER, 4) && - VerifyOffset(verifier, VT_NAME) && - verifier.VerifyString(name()) && - VerifyOffset(verifier, VT_QUANTIZATION) && - verifier.VerifyTable(quantization()) && - VerifyField<uint8_t>(verifier, VT_IS_VARIABLE, 1) && - VerifyOffset(verifier, VT_SPARSITY) && - verifier.VerifyTable(sparsity()) && - VerifyOffset(verifier, VT_SHAPE_SIGNATURE) && - verifier.VerifyVector(shape_signature()) && - verifier.EndTable(); - } -}; - -struct TensorBuilder { - typedef Tensor Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_shape(flatbuffers::Offset<flatbuffers::Vector<int32_t>> shape) { - fbb_.AddOffset(Tensor::VT_SHAPE, shape); - } - void add_type(tflite::TensorType type) { - fbb_.AddElement<int8_t>(Tensor::VT_TYPE, static_cast<int8_t>(type), 0); - } - void add_buffer(uint32_t buffer) { - fbb_.AddElement<uint32_t>(Tensor::VT_BUFFER, buffer, 0); - } - void add_name(flatbuffers::Offset<flatbuffers::String> name) { - fbb_.AddOffset(Tensor::VT_NAME, name); - } - void add_quantization(flatbuffers::Offset<tflite::QuantizationParameters> quantization) { - fbb_.AddOffset(Tensor::VT_QUANTIZATION, quantization); - } - void add_is_variable(bool is_variable) { - fbb_.AddElement<uint8_t>(Tensor::VT_IS_VARIABLE, static_cast<uint8_t>(is_variable), 0); - } - void add_sparsity(flatbuffers::Offset<tflite::SparsityParameters> sparsity) { - fbb_.AddOffset(Tensor::VT_SPARSITY, sparsity); - } - void add_shape_signature(flatbuffers::Offset<flatbuffers::Vector<int32_t>> shape_signature) { - fbb_.AddOffset(Tensor::VT_SHAPE_SIGNATURE, shape_signature); - } - explicit TensorBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Tensor> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Tensor>(end); - return o; - } -}; - -inline flatbuffers::Offset<Tensor> CreateTensor( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> shape = 0, - tflite::TensorType type = tflite::TensorType_FLOAT32, - uint32_t buffer = 0, - flatbuffers::Offset<flatbuffers::String> name = 0, - flatbuffers::Offset<tflite::QuantizationParameters> quantization = 0, - bool is_variable = false, - flatbuffers::Offset<tflite::SparsityParameters> sparsity = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> shape_signature = 0) { - TensorBuilder builder_(_fbb); - builder_.add_shape_signature(shape_signature); - builder_.add_sparsity(sparsity); - builder_.add_quantization(quantization); - builder_.add_name(name); - builder_.add_buffer(buffer); - builder_.add_shape(shape); - builder_.add_is_variable(is_variable); - builder_.add_type(type); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Tensor> CreateTensorDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<int32_t> *shape = nullptr, - tflite::TensorType type = tflite::TensorType_FLOAT32, - uint32_t buffer = 0, - const char *name = nullptr, - flatbuffers::Offset<tflite::QuantizationParameters> quantization = 0, - bool is_variable = false, - flatbuffers::Offset<tflite::SparsityParameters> sparsity = 0, - const std::vector<int32_t> *shape_signature = nullptr) { - auto shape__ = shape ? _fbb.CreateVector<int32_t>(*shape) : 0; - auto name__ = name ? _fbb.CreateString(name) : 0; - auto shape_signature__ = shape_signature ? _fbb.CreateVector<int32_t>(*shape_signature) : 0; - return tflite::CreateTensor( - _fbb, - shape__, - type, - buffer, - name__, - quantization, - is_variable, - sparsity, - shape_signature__); -} - -struct Conv2DOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Conv2DOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_PADDING = 4, - VT_STRIDE_W = 6, - VT_STRIDE_H = 8, - VT_FUSED_ACTIVATION_FUNCTION = 10, - VT_DILATION_W_FACTOR = 12, - VT_DILATION_H_FACTOR = 14 - }; - tflite::Padding padding() const { - return static_cast<tflite::Padding>(GetField<int8_t>(VT_PADDING, 0)); - } - int32_t stride_w() const { - return GetField<int32_t>(VT_STRIDE_W, 0); - } - int32_t stride_h() const { - return GetField<int32_t>(VT_STRIDE_H, 0); - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - int32_t dilation_w_factor() const { - return GetField<int32_t>(VT_DILATION_W_FACTOR, 1); - } - int32_t dilation_h_factor() const { - return GetField<int32_t>(VT_DILATION_H_FACTOR, 1); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_PADDING, 1) && - VerifyField<int32_t>(verifier, VT_STRIDE_W, 4) && - VerifyField<int32_t>(verifier, VT_STRIDE_H, 4) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<int32_t>(verifier, VT_DILATION_W_FACTOR, 4) && - VerifyField<int32_t>(verifier, VT_DILATION_H_FACTOR, 4) && - verifier.EndTable(); - } -}; - -struct Conv2DOptionsBuilder { - typedef Conv2DOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padding(tflite::Padding padding) { - fbb_.AddElement<int8_t>(Conv2DOptions::VT_PADDING, static_cast<int8_t>(padding), 0); - } - void add_stride_w(int32_t stride_w) { - fbb_.AddElement<int32_t>(Conv2DOptions::VT_STRIDE_W, stride_w, 0); - } - void add_stride_h(int32_t stride_h) { - fbb_.AddElement<int32_t>(Conv2DOptions::VT_STRIDE_H, stride_h, 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(Conv2DOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_dilation_w_factor(int32_t dilation_w_factor) { - fbb_.AddElement<int32_t>(Conv2DOptions::VT_DILATION_W_FACTOR, dilation_w_factor, 1); - } - void add_dilation_h_factor(int32_t dilation_h_factor) { - fbb_.AddElement<int32_t>(Conv2DOptions::VT_DILATION_H_FACTOR, dilation_h_factor, 1); - } - explicit Conv2DOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Conv2DOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Conv2DOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<Conv2DOptions> CreateConv2DOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::Padding padding = tflite::Padding_SAME, - int32_t stride_w = 0, - int32_t stride_h = 0, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - int32_t dilation_w_factor = 1, - int32_t dilation_h_factor = 1) { - Conv2DOptionsBuilder builder_(_fbb); - builder_.add_dilation_h_factor(dilation_h_factor); - builder_.add_dilation_w_factor(dilation_w_factor); - builder_.add_stride_h(stride_h); - builder_.add_stride_w(stride_w); - builder_.add_fused_activation_function(fused_activation_function); - builder_.add_padding(padding); - return builder_.Finish(); -} - -struct Conv3DOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Conv3DOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_PADDING = 4, - VT_STRIDE_D = 6, - VT_STRIDE_W = 8, - VT_STRIDE_H = 10, - VT_FUSED_ACTIVATION_FUNCTION = 12, - VT_DILATION_D_FACTOR = 14, - VT_DILATION_W_FACTOR = 16, - VT_DILATION_H_FACTOR = 18 - }; - tflite::Padding padding() const { - return static_cast<tflite::Padding>(GetField<int8_t>(VT_PADDING, 0)); - } - int32_t stride_d() const { - return GetField<int32_t>(VT_STRIDE_D, 0); - } - int32_t stride_w() const { - return GetField<int32_t>(VT_STRIDE_W, 0); - } - int32_t stride_h() const { - return GetField<int32_t>(VT_STRIDE_H, 0); - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - int32_t dilation_d_factor() const { - return GetField<int32_t>(VT_DILATION_D_FACTOR, 1); - } - int32_t dilation_w_factor() const { - return GetField<int32_t>(VT_DILATION_W_FACTOR, 1); - } - int32_t dilation_h_factor() const { - return GetField<int32_t>(VT_DILATION_H_FACTOR, 1); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_PADDING, 1) && - VerifyField<int32_t>(verifier, VT_STRIDE_D, 4) && - VerifyField<int32_t>(verifier, VT_STRIDE_W, 4) && - VerifyField<int32_t>(verifier, VT_STRIDE_H, 4) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<int32_t>(verifier, VT_DILATION_D_FACTOR, 4) && - VerifyField<int32_t>(verifier, VT_DILATION_W_FACTOR, 4) && - VerifyField<int32_t>(verifier, VT_DILATION_H_FACTOR, 4) && - verifier.EndTable(); - } -}; - -struct Conv3DOptionsBuilder { - typedef Conv3DOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padding(tflite::Padding padding) { - fbb_.AddElement<int8_t>(Conv3DOptions::VT_PADDING, static_cast<int8_t>(padding), 0); - } - void add_stride_d(int32_t stride_d) { - fbb_.AddElement<int32_t>(Conv3DOptions::VT_STRIDE_D, stride_d, 0); - } - void add_stride_w(int32_t stride_w) { - fbb_.AddElement<int32_t>(Conv3DOptions::VT_STRIDE_W, stride_w, 0); - } - void add_stride_h(int32_t stride_h) { - fbb_.AddElement<int32_t>(Conv3DOptions::VT_STRIDE_H, stride_h, 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(Conv3DOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_dilation_d_factor(int32_t dilation_d_factor) { - fbb_.AddElement<int32_t>(Conv3DOptions::VT_DILATION_D_FACTOR, dilation_d_factor, 1); - } - void add_dilation_w_factor(int32_t dilation_w_factor) { - fbb_.AddElement<int32_t>(Conv3DOptions::VT_DILATION_W_FACTOR, dilation_w_factor, 1); - } - void add_dilation_h_factor(int32_t dilation_h_factor) { - fbb_.AddElement<int32_t>(Conv3DOptions::VT_DILATION_H_FACTOR, dilation_h_factor, 1); - } - explicit Conv3DOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Conv3DOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Conv3DOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<Conv3DOptions> CreateConv3DOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::Padding padding = tflite::Padding_SAME, - int32_t stride_d = 0, - int32_t stride_w = 0, - int32_t stride_h = 0, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - int32_t dilation_d_factor = 1, - int32_t dilation_w_factor = 1, - int32_t dilation_h_factor = 1) { - Conv3DOptionsBuilder builder_(_fbb); - builder_.add_dilation_h_factor(dilation_h_factor); - builder_.add_dilation_w_factor(dilation_w_factor); - builder_.add_dilation_d_factor(dilation_d_factor); - builder_.add_stride_h(stride_h); - builder_.add_stride_w(stride_w); - builder_.add_stride_d(stride_d); - builder_.add_fused_activation_function(fused_activation_function); - builder_.add_padding(padding); - return builder_.Finish(); -} - -struct Pool2DOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Pool2DOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_PADDING = 4, - VT_STRIDE_W = 6, - VT_STRIDE_H = 8, - VT_FILTER_WIDTH = 10, - VT_FILTER_HEIGHT = 12, - VT_FUSED_ACTIVATION_FUNCTION = 14 - }; - tflite::Padding padding() const { - return static_cast<tflite::Padding>(GetField<int8_t>(VT_PADDING, 0)); - } - int32_t stride_w() const { - return GetField<int32_t>(VT_STRIDE_W, 0); - } - int32_t stride_h() const { - return GetField<int32_t>(VT_STRIDE_H, 0); - } - int32_t filter_width() const { - return GetField<int32_t>(VT_FILTER_WIDTH, 0); - } - int32_t filter_height() const { - return GetField<int32_t>(VT_FILTER_HEIGHT, 0); - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_PADDING, 1) && - VerifyField<int32_t>(verifier, VT_STRIDE_W, 4) && - VerifyField<int32_t>(verifier, VT_STRIDE_H, 4) && - VerifyField<int32_t>(verifier, VT_FILTER_WIDTH, 4) && - VerifyField<int32_t>(verifier, VT_FILTER_HEIGHT, 4) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - verifier.EndTable(); - } -}; - -struct Pool2DOptionsBuilder { - typedef Pool2DOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padding(tflite::Padding padding) { - fbb_.AddElement<int8_t>(Pool2DOptions::VT_PADDING, static_cast<int8_t>(padding), 0); - } - void add_stride_w(int32_t stride_w) { - fbb_.AddElement<int32_t>(Pool2DOptions::VT_STRIDE_W, stride_w, 0); - } - void add_stride_h(int32_t stride_h) { - fbb_.AddElement<int32_t>(Pool2DOptions::VT_STRIDE_H, stride_h, 0); - } - void add_filter_width(int32_t filter_width) { - fbb_.AddElement<int32_t>(Pool2DOptions::VT_FILTER_WIDTH, filter_width, 0); - } - void add_filter_height(int32_t filter_height) { - fbb_.AddElement<int32_t>(Pool2DOptions::VT_FILTER_HEIGHT, filter_height, 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(Pool2DOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - explicit Pool2DOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Pool2DOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Pool2DOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<Pool2DOptions> CreatePool2DOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::Padding padding = tflite::Padding_SAME, - int32_t stride_w = 0, - int32_t stride_h = 0, - int32_t filter_width = 0, - int32_t filter_height = 0, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE) { - Pool2DOptionsBuilder builder_(_fbb); - builder_.add_filter_height(filter_height); - builder_.add_filter_width(filter_width); - builder_.add_stride_h(stride_h); - builder_.add_stride_w(stride_w); - builder_.add_fused_activation_function(fused_activation_function); - builder_.add_padding(padding); - return builder_.Finish(); -} - -struct DepthwiseConv2DOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DepthwiseConv2DOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_PADDING = 4, - VT_STRIDE_W = 6, - VT_STRIDE_H = 8, - VT_DEPTH_MULTIPLIER = 10, - VT_FUSED_ACTIVATION_FUNCTION = 12, - VT_DILATION_W_FACTOR = 14, - VT_DILATION_H_FACTOR = 16 - }; - tflite::Padding padding() const { - return static_cast<tflite::Padding>(GetField<int8_t>(VT_PADDING, 0)); - } - int32_t stride_w() const { - return GetField<int32_t>(VT_STRIDE_W, 0); - } - int32_t stride_h() const { - return GetField<int32_t>(VT_STRIDE_H, 0); - } - int32_t depth_multiplier() const { - return GetField<int32_t>(VT_DEPTH_MULTIPLIER, 0); - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - int32_t dilation_w_factor() const { - return GetField<int32_t>(VT_DILATION_W_FACTOR, 1); - } - int32_t dilation_h_factor() const { - return GetField<int32_t>(VT_DILATION_H_FACTOR, 1); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_PADDING, 1) && - VerifyField<int32_t>(verifier, VT_STRIDE_W, 4) && - VerifyField<int32_t>(verifier, VT_STRIDE_H, 4) && - VerifyField<int32_t>(verifier, VT_DEPTH_MULTIPLIER, 4) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<int32_t>(verifier, VT_DILATION_W_FACTOR, 4) && - VerifyField<int32_t>(verifier, VT_DILATION_H_FACTOR, 4) && - verifier.EndTable(); - } -}; - -struct DepthwiseConv2DOptionsBuilder { - typedef DepthwiseConv2DOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padding(tflite::Padding padding) { - fbb_.AddElement<int8_t>(DepthwiseConv2DOptions::VT_PADDING, static_cast<int8_t>(padding), 0); - } - void add_stride_w(int32_t stride_w) { - fbb_.AddElement<int32_t>(DepthwiseConv2DOptions::VT_STRIDE_W, stride_w, 0); - } - void add_stride_h(int32_t stride_h) { - fbb_.AddElement<int32_t>(DepthwiseConv2DOptions::VT_STRIDE_H, stride_h, 0); - } - void add_depth_multiplier(int32_t depth_multiplier) { - fbb_.AddElement<int32_t>(DepthwiseConv2DOptions::VT_DEPTH_MULTIPLIER, depth_multiplier, 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(DepthwiseConv2DOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_dilation_w_factor(int32_t dilation_w_factor) { - fbb_.AddElement<int32_t>(DepthwiseConv2DOptions::VT_DILATION_W_FACTOR, dilation_w_factor, 1); - } - void add_dilation_h_factor(int32_t dilation_h_factor) { - fbb_.AddElement<int32_t>(DepthwiseConv2DOptions::VT_DILATION_H_FACTOR, dilation_h_factor, 1); - } - explicit DepthwiseConv2DOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<DepthwiseConv2DOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<DepthwiseConv2DOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<DepthwiseConv2DOptions> CreateDepthwiseConv2DOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::Padding padding = tflite::Padding_SAME, - int32_t stride_w = 0, - int32_t stride_h = 0, - int32_t depth_multiplier = 0, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - int32_t dilation_w_factor = 1, - int32_t dilation_h_factor = 1) { - DepthwiseConv2DOptionsBuilder builder_(_fbb); - builder_.add_dilation_h_factor(dilation_h_factor); - builder_.add_dilation_w_factor(dilation_w_factor); - builder_.add_depth_multiplier(depth_multiplier); - builder_.add_stride_h(stride_h); - builder_.add_stride_w(stride_w); - builder_.add_fused_activation_function(fused_activation_function); - builder_.add_padding(padding); - return builder_.Finish(); -} - -struct ConcatEmbeddingsOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ConcatEmbeddingsOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NUM_CHANNELS = 4, - VT_NUM_COLUMNS_PER_CHANNEL = 6, - VT_EMBEDDING_DIM_PER_CHANNEL = 8 - }; - int32_t num_channels() const { - return GetField<int32_t>(VT_NUM_CHANNELS, 0); - } - const flatbuffers::Vector<int32_t> *num_columns_per_channel() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_NUM_COLUMNS_PER_CHANNEL); - } - const flatbuffers::Vector<int32_t> *embedding_dim_per_channel() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_EMBEDDING_DIM_PER_CHANNEL); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_NUM_CHANNELS, 4) && - VerifyOffset(verifier, VT_NUM_COLUMNS_PER_CHANNEL) && - verifier.VerifyVector(num_columns_per_channel()) && - VerifyOffset(verifier, VT_EMBEDDING_DIM_PER_CHANNEL) && - verifier.VerifyVector(embedding_dim_per_channel()) && - verifier.EndTable(); - } -}; - -struct ConcatEmbeddingsOptionsBuilder { - typedef ConcatEmbeddingsOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_num_channels(int32_t num_channels) { - fbb_.AddElement<int32_t>(ConcatEmbeddingsOptions::VT_NUM_CHANNELS, num_channels, 0); - } - void add_num_columns_per_channel(flatbuffers::Offset<flatbuffers::Vector<int32_t>> num_columns_per_channel) { - fbb_.AddOffset(ConcatEmbeddingsOptions::VT_NUM_COLUMNS_PER_CHANNEL, num_columns_per_channel); - } - void add_embedding_dim_per_channel(flatbuffers::Offset<flatbuffers::Vector<int32_t>> embedding_dim_per_channel) { - fbb_.AddOffset(ConcatEmbeddingsOptions::VT_EMBEDDING_DIM_PER_CHANNEL, embedding_dim_per_channel); - } - explicit ConcatEmbeddingsOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ConcatEmbeddingsOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ConcatEmbeddingsOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ConcatEmbeddingsOptions> CreateConcatEmbeddingsOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t num_channels = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> num_columns_per_channel = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> embedding_dim_per_channel = 0) { - ConcatEmbeddingsOptionsBuilder builder_(_fbb); - builder_.add_embedding_dim_per_channel(embedding_dim_per_channel); - builder_.add_num_columns_per_channel(num_columns_per_channel); - builder_.add_num_channels(num_channels); - return builder_.Finish(); -} - -inline flatbuffers::Offset<ConcatEmbeddingsOptions> CreateConcatEmbeddingsOptionsDirect( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t num_channels = 0, - const std::vector<int32_t> *num_columns_per_channel = nullptr, - const std::vector<int32_t> *embedding_dim_per_channel = nullptr) { - auto num_columns_per_channel__ = num_columns_per_channel ? _fbb.CreateVector<int32_t>(*num_columns_per_channel) : 0; - auto embedding_dim_per_channel__ = embedding_dim_per_channel ? _fbb.CreateVector<int32_t>(*embedding_dim_per_channel) : 0; - return tflite::CreateConcatEmbeddingsOptions( - _fbb, - num_channels, - num_columns_per_channel__, - embedding_dim_per_channel__); -} - -struct LSHProjectionOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LSHProjectionOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TYPE = 4 - }; - tflite::LSHProjectionType type() const { - return static_cast<tflite::LSHProjectionType>(GetField<int8_t>(VT_TYPE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_TYPE, 1) && - verifier.EndTable(); - } -}; - -struct LSHProjectionOptionsBuilder { - typedef LSHProjectionOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_type(tflite::LSHProjectionType type) { - fbb_.AddElement<int8_t>(LSHProjectionOptions::VT_TYPE, static_cast<int8_t>(type), 0); - } - explicit LSHProjectionOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LSHProjectionOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LSHProjectionOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LSHProjectionOptions> CreateLSHProjectionOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::LSHProjectionType type = tflite::LSHProjectionType_UNKNOWN) { - LSHProjectionOptionsBuilder builder_(_fbb); - builder_.add_type(type); - return builder_.Finish(); -} - -struct SVDFOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SVDFOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_RANK = 4, - VT_FUSED_ACTIVATION_FUNCTION = 6, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 8 - }; - int32_t rank() const { - return GetField<int32_t>(VT_RANK, 0); - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_RANK, 4) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct SVDFOptionsBuilder { - typedef SVDFOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_rank(int32_t rank) { - fbb_.AddElement<int32_t>(SVDFOptions::VT_RANK, rank, 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(SVDFOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(SVDFOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit SVDFOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SVDFOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SVDFOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SVDFOptions> CreateSVDFOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t rank = 0, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - bool asymmetric_quantize_inputs = false) { - SVDFOptionsBuilder builder_(_fbb); - builder_.add_rank(rank); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct RNNOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RNNOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 6 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct RNNOptionsBuilder { - typedef RNNOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(RNNOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(RNNOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit RNNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<RNNOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<RNNOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<RNNOptions> CreateRNNOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - bool asymmetric_quantize_inputs = false) { - RNNOptionsBuilder builder_(_fbb); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct SequenceRNNOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SequenceRNNOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TIME_MAJOR = 4, - VT_FUSED_ACTIVATION_FUNCTION = 6, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 8 - }; - bool time_major() const { - return GetField<uint8_t>(VT_TIME_MAJOR, 0) != 0; - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_TIME_MAJOR, 1) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct SequenceRNNOptionsBuilder { - typedef SequenceRNNOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_time_major(bool time_major) { - fbb_.AddElement<uint8_t>(SequenceRNNOptions::VT_TIME_MAJOR, static_cast<uint8_t>(time_major), 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(SequenceRNNOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(SequenceRNNOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit SequenceRNNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SequenceRNNOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SequenceRNNOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SequenceRNNOptions> CreateSequenceRNNOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool time_major = false, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - bool asymmetric_quantize_inputs = false) { - SequenceRNNOptionsBuilder builder_(_fbb); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_fused_activation_function(fused_activation_function); - builder_.add_time_major(time_major); - return builder_.Finish(); -} - -struct BidirectionalSequenceRNNOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BidirectionalSequenceRNNOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TIME_MAJOR = 4, - VT_FUSED_ACTIVATION_FUNCTION = 6, - VT_MERGE_OUTPUTS = 8, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 10 - }; - bool time_major() const { - return GetField<uint8_t>(VT_TIME_MAJOR, 0) != 0; - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool merge_outputs() const { - return GetField<uint8_t>(VT_MERGE_OUTPUTS, 0) != 0; - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_TIME_MAJOR, 1) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<uint8_t>(verifier, VT_MERGE_OUTPUTS, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct BidirectionalSequenceRNNOptionsBuilder { - typedef BidirectionalSequenceRNNOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_time_major(bool time_major) { - fbb_.AddElement<uint8_t>(BidirectionalSequenceRNNOptions::VT_TIME_MAJOR, static_cast<uint8_t>(time_major), 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(BidirectionalSequenceRNNOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_merge_outputs(bool merge_outputs) { - fbb_.AddElement<uint8_t>(BidirectionalSequenceRNNOptions::VT_MERGE_OUTPUTS, static_cast<uint8_t>(merge_outputs), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(BidirectionalSequenceRNNOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit BidirectionalSequenceRNNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<BidirectionalSequenceRNNOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<BidirectionalSequenceRNNOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<BidirectionalSequenceRNNOptions> CreateBidirectionalSequenceRNNOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool time_major = false, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - bool merge_outputs = false, - bool asymmetric_quantize_inputs = false) { - BidirectionalSequenceRNNOptionsBuilder builder_(_fbb); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_merge_outputs(merge_outputs); - builder_.add_fused_activation_function(fused_activation_function); - builder_.add_time_major(time_major); - return builder_.Finish(); -} - -struct FullyConnectedOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FullyConnectedOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_WEIGHTS_FORMAT = 6, - VT_KEEP_NUM_DIMS = 8, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 10 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - tflite::FullyConnectedOptionsWeightsFormat weights_format() const { - return static_cast<tflite::FullyConnectedOptionsWeightsFormat>(GetField<int8_t>(VT_WEIGHTS_FORMAT, 0)); - } - bool keep_num_dims() const { - return GetField<uint8_t>(VT_KEEP_NUM_DIMS, 0) != 0; - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<int8_t>(verifier, VT_WEIGHTS_FORMAT, 1) && - VerifyField<uint8_t>(verifier, VT_KEEP_NUM_DIMS, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct FullyConnectedOptionsBuilder { - typedef FullyConnectedOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(FullyConnectedOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_weights_format(tflite::FullyConnectedOptionsWeightsFormat weights_format) { - fbb_.AddElement<int8_t>(FullyConnectedOptions::VT_WEIGHTS_FORMAT, static_cast<int8_t>(weights_format), 0); - } - void add_keep_num_dims(bool keep_num_dims) { - fbb_.AddElement<uint8_t>(FullyConnectedOptions::VT_KEEP_NUM_DIMS, static_cast<uint8_t>(keep_num_dims), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(FullyConnectedOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit FullyConnectedOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<FullyConnectedOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<FullyConnectedOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<FullyConnectedOptions> CreateFullyConnectedOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - tflite::FullyConnectedOptionsWeightsFormat weights_format = tflite::FullyConnectedOptionsWeightsFormat_DEFAULT, - bool keep_num_dims = false, - bool asymmetric_quantize_inputs = false) { - FullyConnectedOptionsBuilder builder_(_fbb); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_keep_num_dims(keep_num_dims); - builder_.add_weights_format(weights_format); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct SoftmaxOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SoftmaxOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_BETA = 4 - }; - float beta() const { - return GetField<float>(VT_BETA, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<float>(verifier, VT_BETA, 4) && - verifier.EndTable(); - } -}; - -struct SoftmaxOptionsBuilder { - typedef SoftmaxOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_beta(float beta) { - fbb_.AddElement<float>(SoftmaxOptions::VT_BETA, beta, 0.0f); - } - explicit SoftmaxOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SoftmaxOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SoftmaxOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SoftmaxOptions> CreateSoftmaxOptions( - flatbuffers::FlatBufferBuilder &_fbb, - float beta = 0.0f) { - SoftmaxOptionsBuilder builder_(_fbb); - builder_.add_beta(beta); - return builder_.Finish(); -} - -struct ConcatenationOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ConcatenationOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_AXIS = 4, - VT_FUSED_ACTIVATION_FUNCTION = 6 - }; - int32_t axis() const { - return GetField<int32_t>(VT_AXIS, 0); - } - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_AXIS, 4) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - verifier.EndTable(); - } -}; - -struct ConcatenationOptionsBuilder { - typedef ConcatenationOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement<int32_t>(ConcatenationOptions::VT_AXIS, axis, 0); - } - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(ConcatenationOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - explicit ConcatenationOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ConcatenationOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ConcatenationOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ConcatenationOptions> CreateConcatenationOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 0, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE) { - ConcatenationOptionsBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct AddOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AddOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_POT_SCALE_INT16 = 6 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool pot_scale_int16() const { - return GetField<uint8_t>(VT_POT_SCALE_INT16, 1) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<uint8_t>(verifier, VT_POT_SCALE_INT16, 1) && - verifier.EndTable(); - } -}; - -struct AddOptionsBuilder { - typedef AddOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(AddOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_pot_scale_int16(bool pot_scale_int16) { - fbb_.AddElement<uint8_t>(AddOptions::VT_POT_SCALE_INT16, static_cast<uint8_t>(pot_scale_int16), 1); - } - explicit AddOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<AddOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<AddOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<AddOptions> CreateAddOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - bool pot_scale_int16 = true) { - AddOptionsBuilder builder_(_fbb); - builder_.add_pot_scale_int16(pot_scale_int16); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct MulOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MulOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - verifier.EndTable(); - } -}; - -struct MulOptionsBuilder { - typedef MulOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(MulOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - explicit MulOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<MulOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<MulOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<MulOptions> CreateMulOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE) { - MulOptionsBuilder builder_(_fbb); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct L2NormOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef L2NormOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - verifier.EndTable(); - } -}; - -struct L2NormOptionsBuilder { - typedef L2NormOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(L2NormOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - explicit L2NormOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<L2NormOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<L2NormOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<L2NormOptions> CreateL2NormOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE) { - L2NormOptionsBuilder builder_(_fbb); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct LocalResponseNormalizationOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LocalResponseNormalizationOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_RADIUS = 4, - VT_BIAS = 6, - VT_ALPHA = 8, - VT_BETA = 10 - }; - int32_t radius() const { - return GetField<int32_t>(VT_RADIUS, 0); - } - float bias() const { - return GetField<float>(VT_BIAS, 0.0f); - } - float alpha() const { - return GetField<float>(VT_ALPHA, 0.0f); - } - float beta() const { - return GetField<float>(VT_BETA, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_RADIUS, 4) && - VerifyField<float>(verifier, VT_BIAS, 4) && - VerifyField<float>(verifier, VT_ALPHA, 4) && - VerifyField<float>(verifier, VT_BETA, 4) && - verifier.EndTable(); - } -}; - -struct LocalResponseNormalizationOptionsBuilder { - typedef LocalResponseNormalizationOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_radius(int32_t radius) { - fbb_.AddElement<int32_t>(LocalResponseNormalizationOptions::VT_RADIUS, radius, 0); - } - void add_bias(float bias) { - fbb_.AddElement<float>(LocalResponseNormalizationOptions::VT_BIAS, bias, 0.0f); - } - void add_alpha(float alpha) { - fbb_.AddElement<float>(LocalResponseNormalizationOptions::VT_ALPHA, alpha, 0.0f); - } - void add_beta(float beta) { - fbb_.AddElement<float>(LocalResponseNormalizationOptions::VT_BETA, beta, 0.0f); - } - explicit LocalResponseNormalizationOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LocalResponseNormalizationOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LocalResponseNormalizationOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LocalResponseNormalizationOptions> CreateLocalResponseNormalizationOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t radius = 0, - float bias = 0.0f, - float alpha = 0.0f, - float beta = 0.0f) { - LocalResponseNormalizationOptionsBuilder builder_(_fbb); - builder_.add_beta(beta); - builder_.add_alpha(alpha); - builder_.add_bias(bias); - builder_.add_radius(radius); - return builder_.Finish(); -} - -struct LSTMOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LSTMOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_CELL_CLIP = 6, - VT_PROJ_CLIP = 8, - VT_KERNEL_TYPE = 10, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 12 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - float cell_clip() const { - return GetField<float>(VT_CELL_CLIP, 0.0f); - } - float proj_clip() const { - return GetField<float>(VT_PROJ_CLIP, 0.0f); - } - tflite::LSTMKernelType kernel_type() const { - return static_cast<tflite::LSTMKernelType>(GetField<int8_t>(VT_KERNEL_TYPE, 0)); - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<float>(verifier, VT_CELL_CLIP, 4) && - VerifyField<float>(verifier, VT_PROJ_CLIP, 4) && - VerifyField<int8_t>(verifier, VT_KERNEL_TYPE, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct LSTMOptionsBuilder { - typedef LSTMOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(LSTMOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_cell_clip(float cell_clip) { - fbb_.AddElement<float>(LSTMOptions::VT_CELL_CLIP, cell_clip, 0.0f); - } - void add_proj_clip(float proj_clip) { - fbb_.AddElement<float>(LSTMOptions::VT_PROJ_CLIP, proj_clip, 0.0f); - } - void add_kernel_type(tflite::LSTMKernelType kernel_type) { - fbb_.AddElement<int8_t>(LSTMOptions::VT_KERNEL_TYPE, static_cast<int8_t>(kernel_type), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(LSTMOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit LSTMOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LSTMOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LSTMOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LSTMOptions> CreateLSTMOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - float cell_clip = 0.0f, - float proj_clip = 0.0f, - tflite::LSTMKernelType kernel_type = tflite::LSTMKernelType_FULL, - bool asymmetric_quantize_inputs = false) { - LSTMOptionsBuilder builder_(_fbb); - builder_.add_proj_clip(proj_clip); - builder_.add_cell_clip(cell_clip); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_kernel_type(kernel_type); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct UnidirectionalSequenceLSTMOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef UnidirectionalSequenceLSTMOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_CELL_CLIP = 6, - VT_PROJ_CLIP = 8, - VT_TIME_MAJOR = 10, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 12 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - float cell_clip() const { - return GetField<float>(VT_CELL_CLIP, 0.0f); - } - float proj_clip() const { - return GetField<float>(VT_PROJ_CLIP, 0.0f); - } - bool time_major() const { - return GetField<uint8_t>(VT_TIME_MAJOR, 0) != 0; - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<float>(verifier, VT_CELL_CLIP, 4) && - VerifyField<float>(verifier, VT_PROJ_CLIP, 4) && - VerifyField<uint8_t>(verifier, VT_TIME_MAJOR, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct UnidirectionalSequenceLSTMOptionsBuilder { - typedef UnidirectionalSequenceLSTMOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(UnidirectionalSequenceLSTMOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_cell_clip(float cell_clip) { - fbb_.AddElement<float>(UnidirectionalSequenceLSTMOptions::VT_CELL_CLIP, cell_clip, 0.0f); - } - void add_proj_clip(float proj_clip) { - fbb_.AddElement<float>(UnidirectionalSequenceLSTMOptions::VT_PROJ_CLIP, proj_clip, 0.0f); - } - void add_time_major(bool time_major) { - fbb_.AddElement<uint8_t>(UnidirectionalSequenceLSTMOptions::VT_TIME_MAJOR, static_cast<uint8_t>(time_major), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(UnidirectionalSequenceLSTMOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit UnidirectionalSequenceLSTMOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<UnidirectionalSequenceLSTMOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<UnidirectionalSequenceLSTMOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<UnidirectionalSequenceLSTMOptions> CreateUnidirectionalSequenceLSTMOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - float cell_clip = 0.0f, - float proj_clip = 0.0f, - bool time_major = false, - bool asymmetric_quantize_inputs = false) { - UnidirectionalSequenceLSTMOptionsBuilder builder_(_fbb); - builder_.add_proj_clip(proj_clip); - builder_.add_cell_clip(cell_clip); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_time_major(time_major); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct BidirectionalSequenceLSTMOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BidirectionalSequenceLSTMOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_CELL_CLIP = 6, - VT_PROJ_CLIP = 8, - VT_MERGE_OUTPUTS = 10, - VT_TIME_MAJOR = 12, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 14 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - float cell_clip() const { - return GetField<float>(VT_CELL_CLIP, 0.0f); - } - float proj_clip() const { - return GetField<float>(VT_PROJ_CLIP, 0.0f); - } - bool merge_outputs() const { - return GetField<uint8_t>(VT_MERGE_OUTPUTS, 0) != 0; - } - bool time_major() const { - return GetField<uint8_t>(VT_TIME_MAJOR, 1) != 0; - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<float>(verifier, VT_CELL_CLIP, 4) && - VerifyField<float>(verifier, VT_PROJ_CLIP, 4) && - VerifyField<uint8_t>(verifier, VT_MERGE_OUTPUTS, 1) && - VerifyField<uint8_t>(verifier, VT_TIME_MAJOR, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct BidirectionalSequenceLSTMOptionsBuilder { - typedef BidirectionalSequenceLSTMOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(BidirectionalSequenceLSTMOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_cell_clip(float cell_clip) { - fbb_.AddElement<float>(BidirectionalSequenceLSTMOptions::VT_CELL_CLIP, cell_clip, 0.0f); - } - void add_proj_clip(float proj_clip) { - fbb_.AddElement<float>(BidirectionalSequenceLSTMOptions::VT_PROJ_CLIP, proj_clip, 0.0f); - } - void add_merge_outputs(bool merge_outputs) { - fbb_.AddElement<uint8_t>(BidirectionalSequenceLSTMOptions::VT_MERGE_OUTPUTS, static_cast<uint8_t>(merge_outputs), 0); - } - void add_time_major(bool time_major) { - fbb_.AddElement<uint8_t>(BidirectionalSequenceLSTMOptions::VT_TIME_MAJOR, static_cast<uint8_t>(time_major), 1); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(BidirectionalSequenceLSTMOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit BidirectionalSequenceLSTMOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<BidirectionalSequenceLSTMOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<BidirectionalSequenceLSTMOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<BidirectionalSequenceLSTMOptions> CreateBidirectionalSequenceLSTMOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - float cell_clip = 0.0f, - float proj_clip = 0.0f, - bool merge_outputs = false, - bool time_major = true, - bool asymmetric_quantize_inputs = false) { - BidirectionalSequenceLSTMOptionsBuilder builder_(_fbb); - builder_.add_proj_clip(proj_clip); - builder_.add_cell_clip(cell_clip); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_time_major(time_major); - builder_.add_merge_outputs(merge_outputs); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct ResizeBilinearOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ResizeBilinearOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_ALIGN_CORNERS = 8, - VT_HALF_PIXEL_CENTERS = 10 - }; - bool align_corners() const { - return GetField<uint8_t>(VT_ALIGN_CORNERS, 0) != 0; - } - bool half_pixel_centers() const { - return GetField<uint8_t>(VT_HALF_PIXEL_CENTERS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_ALIGN_CORNERS, 1) && - VerifyField<uint8_t>(verifier, VT_HALF_PIXEL_CENTERS, 1) && - verifier.EndTable(); - } -}; - -struct ResizeBilinearOptionsBuilder { - typedef ResizeBilinearOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_align_corners(bool align_corners) { - fbb_.AddElement<uint8_t>(ResizeBilinearOptions::VT_ALIGN_CORNERS, static_cast<uint8_t>(align_corners), 0); - } - void add_half_pixel_centers(bool half_pixel_centers) { - fbb_.AddElement<uint8_t>(ResizeBilinearOptions::VT_HALF_PIXEL_CENTERS, static_cast<uint8_t>(half_pixel_centers), 0); - } - explicit ResizeBilinearOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ResizeBilinearOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ResizeBilinearOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ResizeBilinearOptions> CreateResizeBilinearOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool align_corners = false, - bool half_pixel_centers = false) { - ResizeBilinearOptionsBuilder builder_(_fbb); - builder_.add_half_pixel_centers(half_pixel_centers); - builder_.add_align_corners(align_corners); - return builder_.Finish(); -} - -struct ResizeNearestNeighborOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ResizeNearestNeighborOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_ALIGN_CORNERS = 4, - VT_HALF_PIXEL_CENTERS = 6 - }; - bool align_corners() const { - return GetField<uint8_t>(VT_ALIGN_CORNERS, 0) != 0; - } - bool half_pixel_centers() const { - return GetField<uint8_t>(VT_HALF_PIXEL_CENTERS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_ALIGN_CORNERS, 1) && - VerifyField<uint8_t>(verifier, VT_HALF_PIXEL_CENTERS, 1) && - verifier.EndTable(); - } -}; - -struct ResizeNearestNeighborOptionsBuilder { - typedef ResizeNearestNeighborOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_align_corners(bool align_corners) { - fbb_.AddElement<uint8_t>(ResizeNearestNeighborOptions::VT_ALIGN_CORNERS, static_cast<uint8_t>(align_corners), 0); - } - void add_half_pixel_centers(bool half_pixel_centers) { - fbb_.AddElement<uint8_t>(ResizeNearestNeighborOptions::VT_HALF_PIXEL_CENTERS, static_cast<uint8_t>(half_pixel_centers), 0); - } - explicit ResizeNearestNeighborOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ResizeNearestNeighborOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ResizeNearestNeighborOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ResizeNearestNeighborOptions> CreateResizeNearestNeighborOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool align_corners = false, - bool half_pixel_centers = false) { - ResizeNearestNeighborOptionsBuilder builder_(_fbb); - builder_.add_half_pixel_centers(half_pixel_centers); - builder_.add_align_corners(align_corners); - return builder_.Finish(); -} - -struct CallOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CallOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_SUBGRAPH = 4 - }; - uint32_t subgraph() const { - return GetField<uint32_t>(VT_SUBGRAPH, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint32_t>(verifier, VT_SUBGRAPH, 4) && - verifier.EndTable(); - } -}; - -struct CallOptionsBuilder { - typedef CallOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_subgraph(uint32_t subgraph) { - fbb_.AddElement<uint32_t>(CallOptions::VT_SUBGRAPH, subgraph, 0); - } - explicit CallOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<CallOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<CallOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<CallOptions> CreateCallOptions( - flatbuffers::FlatBufferBuilder &_fbb, - uint32_t subgraph = 0) { - CallOptionsBuilder builder_(_fbb); - builder_.add_subgraph(subgraph); - return builder_.Finish(); -} - -struct PadOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PadOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct PadOptionsBuilder { - typedef PadOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit PadOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<PadOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<PadOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<PadOptions> CreatePadOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - PadOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct PadV2Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PadV2OptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct PadV2OptionsBuilder { - typedef PadV2Options Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit PadV2OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<PadV2Options> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<PadV2Options>(end); - return o; - } -}; - -inline flatbuffers::Offset<PadV2Options> CreatePadV2Options( - flatbuffers::FlatBufferBuilder &_fbb) { - PadV2OptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ReshapeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReshapeOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NEW_SHAPE = 4 - }; - const flatbuffers::Vector<int32_t> *new_shape() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_NEW_SHAPE); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_NEW_SHAPE) && - verifier.VerifyVector(new_shape()) && - verifier.EndTable(); - } -}; - -struct ReshapeOptionsBuilder { - typedef ReshapeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_new_shape(flatbuffers::Offset<flatbuffers::Vector<int32_t>> new_shape) { - fbb_.AddOffset(ReshapeOptions::VT_NEW_SHAPE, new_shape); - } - explicit ReshapeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ReshapeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ReshapeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ReshapeOptions> CreateReshapeOptions( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> new_shape = 0) { - ReshapeOptionsBuilder builder_(_fbb); - builder_.add_new_shape(new_shape); - return builder_.Finish(); -} - -inline flatbuffers::Offset<ReshapeOptions> CreateReshapeOptionsDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<int32_t> *new_shape = nullptr) { - auto new_shape__ = new_shape ? _fbb.CreateVector<int32_t>(*new_shape) : 0; - return tflite::CreateReshapeOptions( - _fbb, - new_shape__); -} - -struct SpaceToBatchNDOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SpaceToBatchNDOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SpaceToBatchNDOptionsBuilder { - typedef SpaceToBatchNDOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SpaceToBatchNDOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SpaceToBatchNDOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SpaceToBatchNDOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SpaceToBatchNDOptions> CreateSpaceToBatchNDOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - SpaceToBatchNDOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct BatchToSpaceNDOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BatchToSpaceNDOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct BatchToSpaceNDOptionsBuilder { - typedef BatchToSpaceNDOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit BatchToSpaceNDOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<BatchToSpaceNDOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<BatchToSpaceNDOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<BatchToSpaceNDOptions> CreateBatchToSpaceNDOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - BatchToSpaceNDOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SkipGramOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SkipGramOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NGRAM_SIZE = 4, - VT_MAX_SKIP_SIZE = 6, - VT_INCLUDE_ALL_NGRAMS = 8 - }; - int32_t ngram_size() const { - return GetField<int32_t>(VT_NGRAM_SIZE, 0); - } - int32_t max_skip_size() const { - return GetField<int32_t>(VT_MAX_SKIP_SIZE, 0); - } - bool include_all_ngrams() const { - return GetField<uint8_t>(VT_INCLUDE_ALL_NGRAMS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_NGRAM_SIZE, 4) && - VerifyField<int32_t>(verifier, VT_MAX_SKIP_SIZE, 4) && - VerifyField<uint8_t>(verifier, VT_INCLUDE_ALL_NGRAMS, 1) && - verifier.EndTable(); - } -}; - -struct SkipGramOptionsBuilder { - typedef SkipGramOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_ngram_size(int32_t ngram_size) { - fbb_.AddElement<int32_t>(SkipGramOptions::VT_NGRAM_SIZE, ngram_size, 0); - } - void add_max_skip_size(int32_t max_skip_size) { - fbb_.AddElement<int32_t>(SkipGramOptions::VT_MAX_SKIP_SIZE, max_skip_size, 0); - } - void add_include_all_ngrams(bool include_all_ngrams) { - fbb_.AddElement<uint8_t>(SkipGramOptions::VT_INCLUDE_ALL_NGRAMS, static_cast<uint8_t>(include_all_ngrams), 0); - } - explicit SkipGramOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SkipGramOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SkipGramOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SkipGramOptions> CreateSkipGramOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t ngram_size = 0, - int32_t max_skip_size = 0, - bool include_all_ngrams = false) { - SkipGramOptionsBuilder builder_(_fbb); - builder_.add_max_skip_size(max_skip_size); - builder_.add_ngram_size(ngram_size); - builder_.add_include_all_ngrams(include_all_ngrams); - return builder_.Finish(); -} - -struct SpaceToDepthOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SpaceToDepthOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_BLOCK_SIZE = 4 - }; - int32_t block_size() const { - return GetField<int32_t>(VT_BLOCK_SIZE, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_BLOCK_SIZE, 4) && - verifier.EndTable(); - } -}; - -struct SpaceToDepthOptionsBuilder { - typedef SpaceToDepthOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_block_size(int32_t block_size) { - fbb_.AddElement<int32_t>(SpaceToDepthOptions::VT_BLOCK_SIZE, block_size, 0); - } - explicit SpaceToDepthOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SpaceToDepthOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SpaceToDepthOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SpaceToDepthOptions> CreateSpaceToDepthOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t block_size = 0) { - SpaceToDepthOptionsBuilder builder_(_fbb); - builder_.add_block_size(block_size); - return builder_.Finish(); -} - -struct DepthToSpaceOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DepthToSpaceOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_BLOCK_SIZE = 4 - }; - int32_t block_size() const { - return GetField<int32_t>(VT_BLOCK_SIZE, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_BLOCK_SIZE, 4) && - verifier.EndTable(); - } -}; - -struct DepthToSpaceOptionsBuilder { - typedef DepthToSpaceOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_block_size(int32_t block_size) { - fbb_.AddElement<int32_t>(DepthToSpaceOptions::VT_BLOCK_SIZE, block_size, 0); - } - explicit DepthToSpaceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<DepthToSpaceOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<DepthToSpaceOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<DepthToSpaceOptions> CreateDepthToSpaceOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t block_size = 0) { - DepthToSpaceOptionsBuilder builder_(_fbb); - builder_.add_block_size(block_size); - return builder_.Finish(); -} - -struct SubOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SubOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4, - VT_POT_SCALE_INT16 = 6 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool pot_scale_int16() const { - return GetField<uint8_t>(VT_POT_SCALE_INT16, 1) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - VerifyField<uint8_t>(verifier, VT_POT_SCALE_INT16, 1) && - verifier.EndTable(); - } -}; - -struct SubOptionsBuilder { - typedef SubOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(SubOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - void add_pot_scale_int16(bool pot_scale_int16) { - fbb_.AddElement<uint8_t>(SubOptions::VT_POT_SCALE_INT16, static_cast<uint8_t>(pot_scale_int16), 1); - } - explicit SubOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SubOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SubOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SubOptions> CreateSubOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE, - bool pot_scale_int16 = true) { - SubOptionsBuilder builder_(_fbb); - builder_.add_pot_scale_int16(pot_scale_int16); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct DivOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DivOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_FUSED_ACTIVATION_FUNCTION = 4 - }; - tflite::ActivationFunctionType fused_activation_function() const { - return static_cast<tflite::ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION, 1) && - verifier.EndTable(); - } -}; - -struct DivOptionsBuilder { - typedef DivOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_fused_activation_function(tflite::ActivationFunctionType fused_activation_function) { - fbb_.AddElement<int8_t>(DivOptions::VT_FUSED_ACTIVATION_FUNCTION, static_cast<int8_t>(fused_activation_function), 0); - } - explicit DivOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<DivOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<DivOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<DivOptions> CreateDivOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::ActivationFunctionType fused_activation_function = tflite::ActivationFunctionType_NONE) { - DivOptionsBuilder builder_(_fbb); - builder_.add_fused_activation_function(fused_activation_function); - return builder_.Finish(); -} - -struct TopKV2Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TopKV2OptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct TopKV2OptionsBuilder { - typedef TopKV2Options Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit TopKV2OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<TopKV2Options> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<TopKV2Options>(end); - return o; - } -}; - -inline flatbuffers::Offset<TopKV2Options> CreateTopKV2Options( - flatbuffers::FlatBufferBuilder &_fbb) { - TopKV2OptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct EmbeddingLookupSparseOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef EmbeddingLookupSparseOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_COMBINER = 4 - }; - tflite::CombinerType combiner() const { - return static_cast<tflite::CombinerType>(GetField<int8_t>(VT_COMBINER, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_COMBINER, 1) && - verifier.EndTable(); - } -}; - -struct EmbeddingLookupSparseOptionsBuilder { - typedef EmbeddingLookupSparseOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_combiner(tflite::CombinerType combiner) { - fbb_.AddElement<int8_t>(EmbeddingLookupSparseOptions::VT_COMBINER, static_cast<int8_t>(combiner), 0); - } - explicit EmbeddingLookupSparseOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<EmbeddingLookupSparseOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<EmbeddingLookupSparseOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<EmbeddingLookupSparseOptions> CreateEmbeddingLookupSparseOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::CombinerType combiner = tflite::CombinerType_SUM) { - EmbeddingLookupSparseOptionsBuilder builder_(_fbb); - builder_.add_combiner(combiner); - return builder_.Finish(); -} - -struct GatherOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GatherOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_AXIS = 4, - VT_BATCH_DIMS = 6 - }; - int32_t axis() const { - return GetField<int32_t>(VT_AXIS, 0); - } - int32_t batch_dims() const { - return GetField<int32_t>(VT_BATCH_DIMS, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_AXIS, 4) && - VerifyField<int32_t>(verifier, VT_BATCH_DIMS, 4) && - verifier.EndTable(); - } -}; - -struct GatherOptionsBuilder { - typedef GatherOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement<int32_t>(GatherOptions::VT_AXIS, axis, 0); - } - void add_batch_dims(int32_t batch_dims) { - fbb_.AddElement<int32_t>(GatherOptions::VT_BATCH_DIMS, batch_dims, 0); - } - explicit GatherOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<GatherOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<GatherOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<GatherOptions> CreateGatherOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 0, - int32_t batch_dims = 0) { - GatherOptionsBuilder builder_(_fbb); - builder_.add_batch_dims(batch_dims); - builder_.add_axis(axis); - return builder_.Finish(); -} - -struct TransposeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TransposeOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct TransposeOptionsBuilder { - typedef TransposeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit TransposeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<TransposeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<TransposeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<TransposeOptions> CreateTransposeOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - TransposeOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ExpOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ExpOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct ExpOptionsBuilder { - typedef ExpOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit ExpOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ExpOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ExpOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ExpOptions> CreateExpOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - ExpOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct CosOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CosOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct CosOptionsBuilder { - typedef CosOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit CosOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<CosOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<CosOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<CosOptions> CreateCosOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - CosOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ReducerOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReducerOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_KEEP_DIMS = 4 - }; - bool keep_dims() const { - return GetField<uint8_t>(VT_KEEP_DIMS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_KEEP_DIMS, 1) && - verifier.EndTable(); - } -}; - -struct ReducerOptionsBuilder { - typedef ReducerOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_keep_dims(bool keep_dims) { - fbb_.AddElement<uint8_t>(ReducerOptions::VT_KEEP_DIMS, static_cast<uint8_t>(keep_dims), 0); - } - explicit ReducerOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ReducerOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ReducerOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ReducerOptions> CreateReducerOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool keep_dims = false) { - ReducerOptionsBuilder builder_(_fbb); - builder_.add_keep_dims(keep_dims); - return builder_.Finish(); -} - -struct SqueezeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SqueezeOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_SQUEEZE_DIMS = 4 - }; - const flatbuffers::Vector<int32_t> *squeeze_dims() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_SQUEEZE_DIMS); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_SQUEEZE_DIMS) && - verifier.VerifyVector(squeeze_dims()) && - verifier.EndTable(); - } -}; - -struct SqueezeOptionsBuilder { - typedef SqueezeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_squeeze_dims(flatbuffers::Offset<flatbuffers::Vector<int32_t>> squeeze_dims) { - fbb_.AddOffset(SqueezeOptions::VT_SQUEEZE_DIMS, squeeze_dims); - } - explicit SqueezeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SqueezeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SqueezeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SqueezeOptions> CreateSqueezeOptions( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> squeeze_dims = 0) { - SqueezeOptionsBuilder builder_(_fbb); - builder_.add_squeeze_dims(squeeze_dims); - return builder_.Finish(); -} - -inline flatbuffers::Offset<SqueezeOptions> CreateSqueezeOptionsDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<int32_t> *squeeze_dims = nullptr) { - auto squeeze_dims__ = squeeze_dims ? _fbb.CreateVector<int32_t>(*squeeze_dims) : 0; - return tflite::CreateSqueezeOptions( - _fbb, - squeeze_dims__); -} - -struct SplitOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SplitOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NUM_SPLITS = 4 - }; - int32_t num_splits() const { - return GetField<int32_t>(VT_NUM_SPLITS, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_NUM_SPLITS, 4) && - verifier.EndTable(); - } -}; - -struct SplitOptionsBuilder { - typedef SplitOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_num_splits(int32_t num_splits) { - fbb_.AddElement<int32_t>(SplitOptions::VT_NUM_SPLITS, num_splits, 0); - } - explicit SplitOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SplitOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SplitOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SplitOptions> CreateSplitOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t num_splits = 0) { - SplitOptionsBuilder builder_(_fbb); - builder_.add_num_splits(num_splits); - return builder_.Finish(); -} - -struct SplitVOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SplitVOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NUM_SPLITS = 4 - }; - int32_t num_splits() const { - return GetField<int32_t>(VT_NUM_SPLITS, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_NUM_SPLITS, 4) && - verifier.EndTable(); - } -}; - -struct SplitVOptionsBuilder { - typedef SplitVOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_num_splits(int32_t num_splits) { - fbb_.AddElement<int32_t>(SplitVOptions::VT_NUM_SPLITS, num_splits, 0); - } - explicit SplitVOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SplitVOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SplitVOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SplitVOptions> CreateSplitVOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t num_splits = 0) { - SplitVOptionsBuilder builder_(_fbb); - builder_.add_num_splits(num_splits); - return builder_.Finish(); -} - -struct StridedSliceOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef StridedSliceOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_BEGIN_MASK = 4, - VT_END_MASK = 6, - VT_ELLIPSIS_MASK = 8, - VT_NEW_AXIS_MASK = 10, - VT_SHRINK_AXIS_MASK = 12 - }; - int32_t begin_mask() const { - return GetField<int32_t>(VT_BEGIN_MASK, 0); - } - int32_t end_mask() const { - return GetField<int32_t>(VT_END_MASK, 0); - } - int32_t ellipsis_mask() const { - return GetField<int32_t>(VT_ELLIPSIS_MASK, 0); - } - int32_t new_axis_mask() const { - return GetField<int32_t>(VT_NEW_AXIS_MASK, 0); - } - int32_t shrink_axis_mask() const { - return GetField<int32_t>(VT_SHRINK_AXIS_MASK, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_BEGIN_MASK, 4) && - VerifyField<int32_t>(verifier, VT_END_MASK, 4) && - VerifyField<int32_t>(verifier, VT_ELLIPSIS_MASK, 4) && - VerifyField<int32_t>(verifier, VT_NEW_AXIS_MASK, 4) && - VerifyField<int32_t>(verifier, VT_SHRINK_AXIS_MASK, 4) && - verifier.EndTable(); - } -}; - -struct StridedSliceOptionsBuilder { - typedef StridedSliceOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_begin_mask(int32_t begin_mask) { - fbb_.AddElement<int32_t>(StridedSliceOptions::VT_BEGIN_MASK, begin_mask, 0); - } - void add_end_mask(int32_t end_mask) { - fbb_.AddElement<int32_t>(StridedSliceOptions::VT_END_MASK, end_mask, 0); - } - void add_ellipsis_mask(int32_t ellipsis_mask) { - fbb_.AddElement<int32_t>(StridedSliceOptions::VT_ELLIPSIS_MASK, ellipsis_mask, 0); - } - void add_new_axis_mask(int32_t new_axis_mask) { - fbb_.AddElement<int32_t>(StridedSliceOptions::VT_NEW_AXIS_MASK, new_axis_mask, 0); - } - void add_shrink_axis_mask(int32_t shrink_axis_mask) { - fbb_.AddElement<int32_t>(StridedSliceOptions::VT_SHRINK_AXIS_MASK, shrink_axis_mask, 0); - } - explicit StridedSliceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<StridedSliceOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<StridedSliceOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<StridedSliceOptions> CreateStridedSliceOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t begin_mask = 0, - int32_t end_mask = 0, - int32_t ellipsis_mask = 0, - int32_t new_axis_mask = 0, - int32_t shrink_axis_mask = 0) { - StridedSliceOptionsBuilder builder_(_fbb); - builder_.add_shrink_axis_mask(shrink_axis_mask); - builder_.add_new_axis_mask(new_axis_mask); - builder_.add_ellipsis_mask(ellipsis_mask); - builder_.add_end_mask(end_mask); - builder_.add_begin_mask(begin_mask); - return builder_.Finish(); -} - -struct LogSoftmaxOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LogSoftmaxOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct LogSoftmaxOptionsBuilder { - typedef LogSoftmaxOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit LogSoftmaxOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LogSoftmaxOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LogSoftmaxOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LogSoftmaxOptions> CreateLogSoftmaxOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - LogSoftmaxOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct CastOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CastOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_IN_DATA_TYPE = 4, - VT_OUT_DATA_TYPE = 6 - }; - tflite::TensorType in_data_type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_IN_DATA_TYPE, 0)); - } - tflite::TensorType out_data_type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_OUT_DATA_TYPE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_IN_DATA_TYPE, 1) && - VerifyField<int8_t>(verifier, VT_OUT_DATA_TYPE, 1) && - verifier.EndTable(); - } -}; - -struct CastOptionsBuilder { - typedef CastOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_in_data_type(tflite::TensorType in_data_type) { - fbb_.AddElement<int8_t>(CastOptions::VT_IN_DATA_TYPE, static_cast<int8_t>(in_data_type), 0); - } - void add_out_data_type(tflite::TensorType out_data_type) { - fbb_.AddElement<int8_t>(CastOptions::VT_OUT_DATA_TYPE, static_cast<int8_t>(out_data_type), 0); - } - explicit CastOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<CastOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<CastOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<CastOptions> CreateCastOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::TensorType in_data_type = tflite::TensorType_FLOAT32, - tflite::TensorType out_data_type = tflite::TensorType_FLOAT32) { - CastOptionsBuilder builder_(_fbb); - builder_.add_out_data_type(out_data_type); - builder_.add_in_data_type(in_data_type); - return builder_.Finish(); -} - -struct DequantizeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DequantizeOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct DequantizeOptionsBuilder { - typedef DequantizeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit DequantizeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<DequantizeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<DequantizeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<DequantizeOptions> CreateDequantizeOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - DequantizeOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct MaximumMinimumOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MaximumMinimumOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct MaximumMinimumOptionsBuilder { - typedef MaximumMinimumOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit MaximumMinimumOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<MaximumMinimumOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<MaximumMinimumOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<MaximumMinimumOptions> CreateMaximumMinimumOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - MaximumMinimumOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct TileOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TileOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct TileOptionsBuilder { - typedef TileOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit TileOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<TileOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<TileOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<TileOptions> CreateTileOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - TileOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ArgMaxOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ArgMaxOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_OUTPUT_TYPE = 4 - }; - tflite::TensorType output_type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_OUTPUT_TYPE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_OUTPUT_TYPE, 1) && - verifier.EndTable(); - } -}; - -struct ArgMaxOptionsBuilder { - typedef ArgMaxOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_output_type(tflite::TensorType output_type) { - fbb_.AddElement<int8_t>(ArgMaxOptions::VT_OUTPUT_TYPE, static_cast<int8_t>(output_type), 0); - } - explicit ArgMaxOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ArgMaxOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ArgMaxOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ArgMaxOptions> CreateArgMaxOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::TensorType output_type = tflite::TensorType_FLOAT32) { - ArgMaxOptionsBuilder builder_(_fbb); - builder_.add_output_type(output_type); - return builder_.Finish(); -} - -struct ArgMinOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ArgMinOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_OUTPUT_TYPE = 4 - }; - tflite::TensorType output_type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_OUTPUT_TYPE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_OUTPUT_TYPE, 1) && - verifier.EndTable(); - } -}; - -struct ArgMinOptionsBuilder { - typedef ArgMinOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_output_type(tflite::TensorType output_type) { - fbb_.AddElement<int8_t>(ArgMinOptions::VT_OUTPUT_TYPE, static_cast<int8_t>(output_type), 0); - } - explicit ArgMinOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ArgMinOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ArgMinOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ArgMinOptions> CreateArgMinOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::TensorType output_type = tflite::TensorType_FLOAT32) { - ArgMinOptionsBuilder builder_(_fbb); - builder_.add_output_type(output_type); - return builder_.Finish(); -} - -struct GreaterOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GreaterOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct GreaterOptionsBuilder { - typedef GreaterOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit GreaterOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<GreaterOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<GreaterOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<GreaterOptions> CreateGreaterOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - GreaterOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct GreaterEqualOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GreaterEqualOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct GreaterEqualOptionsBuilder { - typedef GreaterEqualOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit GreaterEqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<GreaterEqualOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<GreaterEqualOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<GreaterEqualOptions> CreateGreaterEqualOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - GreaterEqualOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct LessOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LessOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct LessOptionsBuilder { - typedef LessOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit LessOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LessOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LessOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LessOptions> CreateLessOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - LessOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct LessEqualOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LessEqualOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct LessEqualOptionsBuilder { - typedef LessEqualOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit LessEqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LessEqualOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LessEqualOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LessEqualOptions> CreateLessEqualOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - LessEqualOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct NegOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NegOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct NegOptionsBuilder { - typedef NegOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit NegOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<NegOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<NegOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<NegOptions> CreateNegOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - NegOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SelectOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SelectOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SelectOptionsBuilder { - typedef SelectOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SelectOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SelectOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SelectOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SelectOptions> CreateSelectOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - SelectOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SliceOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SliceOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SliceOptionsBuilder { - typedef SliceOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SliceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SliceOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SliceOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SliceOptions> CreateSliceOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - SliceOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct TransposeConvOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TransposeConvOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_PADDING = 4, - VT_STRIDE_W = 6, - VT_STRIDE_H = 8 - }; - tflite::Padding padding() const { - return static_cast<tflite::Padding>(GetField<int8_t>(VT_PADDING, 0)); - } - int32_t stride_w() const { - return GetField<int32_t>(VT_STRIDE_W, 0); - } - int32_t stride_h() const { - return GetField<int32_t>(VT_STRIDE_H, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_PADDING, 1) && - VerifyField<int32_t>(verifier, VT_STRIDE_W, 4) && - VerifyField<int32_t>(verifier, VT_STRIDE_H, 4) && - verifier.EndTable(); - } -}; - -struct TransposeConvOptionsBuilder { - typedef TransposeConvOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_padding(tflite::Padding padding) { - fbb_.AddElement<int8_t>(TransposeConvOptions::VT_PADDING, static_cast<int8_t>(padding), 0); - } - void add_stride_w(int32_t stride_w) { - fbb_.AddElement<int32_t>(TransposeConvOptions::VT_STRIDE_W, stride_w, 0); - } - void add_stride_h(int32_t stride_h) { - fbb_.AddElement<int32_t>(TransposeConvOptions::VT_STRIDE_H, stride_h, 0); - } - explicit TransposeConvOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<TransposeConvOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<TransposeConvOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<TransposeConvOptions> CreateTransposeConvOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::Padding padding = tflite::Padding_SAME, - int32_t stride_w = 0, - int32_t stride_h = 0) { - TransposeConvOptionsBuilder builder_(_fbb); - builder_.add_stride_h(stride_h); - builder_.add_stride_w(stride_w); - builder_.add_padding(padding); - return builder_.Finish(); -} - -struct ExpandDimsOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ExpandDimsOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct ExpandDimsOptionsBuilder { - typedef ExpandDimsOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit ExpandDimsOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ExpandDimsOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ExpandDimsOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ExpandDimsOptions> CreateExpandDimsOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - ExpandDimsOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SparseToDenseOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SparseToDenseOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_VALIDATE_INDICES = 4 - }; - bool validate_indices() const { - return GetField<uint8_t>(VT_VALIDATE_INDICES, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_VALIDATE_INDICES, 1) && - verifier.EndTable(); - } -}; - -struct SparseToDenseOptionsBuilder { - typedef SparseToDenseOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_validate_indices(bool validate_indices) { - fbb_.AddElement<uint8_t>(SparseToDenseOptions::VT_VALIDATE_INDICES, static_cast<uint8_t>(validate_indices), 0); - } - explicit SparseToDenseOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SparseToDenseOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SparseToDenseOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SparseToDenseOptions> CreateSparseToDenseOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool validate_indices = false) { - SparseToDenseOptionsBuilder builder_(_fbb); - builder_.add_validate_indices(validate_indices); - return builder_.Finish(); -} - -struct EqualOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef EqualOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct EqualOptionsBuilder { - typedef EqualOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit EqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<EqualOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<EqualOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<EqualOptions> CreateEqualOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - EqualOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct NotEqualOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NotEqualOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct NotEqualOptionsBuilder { - typedef NotEqualOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit NotEqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<NotEqualOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<NotEqualOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<NotEqualOptions> CreateNotEqualOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - NotEqualOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ShapeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ShapeOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_OUT_TYPE = 4 - }; - tflite::TensorType out_type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_OUT_TYPE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_OUT_TYPE, 1) && - verifier.EndTable(); - } -}; - -struct ShapeOptionsBuilder { - typedef ShapeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_out_type(tflite::TensorType out_type) { - fbb_.AddElement<int8_t>(ShapeOptions::VT_OUT_TYPE, static_cast<int8_t>(out_type), 0); - } - explicit ShapeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ShapeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ShapeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ShapeOptions> CreateShapeOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::TensorType out_type = tflite::TensorType_FLOAT32) { - ShapeOptionsBuilder builder_(_fbb); - builder_.add_out_type(out_type); - return builder_.Finish(); -} - -struct RankOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RankOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct RankOptionsBuilder { - typedef RankOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit RankOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<RankOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<RankOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<RankOptions> CreateRankOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - RankOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct PowOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PowOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct PowOptionsBuilder { - typedef PowOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit PowOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<PowOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<PowOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<PowOptions> CreatePowOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - PowOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct FakeQuantOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FakeQuantOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_MIN = 4, - VT_MAX = 6, - VT_NUM_BITS = 8, - VT_NARROW_RANGE = 10 - }; - float min() const { - return GetField<float>(VT_MIN, 0.0f); - } - float max() const { - return GetField<float>(VT_MAX, 0.0f); - } - int32_t num_bits() const { - return GetField<int32_t>(VT_NUM_BITS, 0); - } - bool narrow_range() const { - return GetField<uint8_t>(VT_NARROW_RANGE, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<float>(verifier, VT_MIN, 4) && - VerifyField<float>(verifier, VT_MAX, 4) && - VerifyField<int32_t>(verifier, VT_NUM_BITS, 4) && - VerifyField<uint8_t>(verifier, VT_NARROW_RANGE, 1) && - verifier.EndTable(); - } -}; - -struct FakeQuantOptionsBuilder { - typedef FakeQuantOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_min(float min) { - fbb_.AddElement<float>(FakeQuantOptions::VT_MIN, min, 0.0f); - } - void add_max(float max) { - fbb_.AddElement<float>(FakeQuantOptions::VT_MAX, max, 0.0f); - } - void add_num_bits(int32_t num_bits) { - fbb_.AddElement<int32_t>(FakeQuantOptions::VT_NUM_BITS, num_bits, 0); - } - void add_narrow_range(bool narrow_range) { - fbb_.AddElement<uint8_t>(FakeQuantOptions::VT_NARROW_RANGE, static_cast<uint8_t>(narrow_range), 0); - } - explicit FakeQuantOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<FakeQuantOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<FakeQuantOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<FakeQuantOptions> CreateFakeQuantOptions( - flatbuffers::FlatBufferBuilder &_fbb, - float min = 0.0f, - float max = 0.0f, - int32_t num_bits = 0, - bool narrow_range = false) { - FakeQuantOptionsBuilder builder_(_fbb); - builder_.add_num_bits(num_bits); - builder_.add_max(max); - builder_.add_min(min); - builder_.add_narrow_range(narrow_range); - return builder_.Finish(); -} - -struct PackOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef PackOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_VALUES_COUNT = 4, - VT_AXIS = 6 - }; - int32_t values_count() const { - return GetField<int32_t>(VT_VALUES_COUNT, 0); - } - int32_t axis() const { - return GetField<int32_t>(VT_AXIS, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_VALUES_COUNT, 4) && - VerifyField<int32_t>(verifier, VT_AXIS, 4) && - verifier.EndTable(); - } -}; - -struct PackOptionsBuilder { - typedef PackOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_values_count(int32_t values_count) { - fbb_.AddElement<int32_t>(PackOptions::VT_VALUES_COUNT, values_count, 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement<int32_t>(PackOptions::VT_AXIS, axis, 0); - } - explicit PackOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<PackOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<PackOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<PackOptions> CreatePackOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t values_count = 0, - int32_t axis = 0) { - PackOptionsBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_values_count(values_count); - return builder_.Finish(); -} - -struct LogicalOrOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LogicalOrOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct LogicalOrOptionsBuilder { - typedef LogicalOrOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit LogicalOrOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LogicalOrOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LogicalOrOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LogicalOrOptions> CreateLogicalOrOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - LogicalOrOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct OneHotOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef OneHotOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_AXIS = 4 - }; - int32_t axis() const { - return GetField<int32_t>(VT_AXIS, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_AXIS, 4) && - verifier.EndTable(); - } -}; - -struct OneHotOptionsBuilder { - typedef OneHotOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_axis(int32_t axis) { - fbb_.AddElement<int32_t>(OneHotOptions::VT_AXIS, axis, 0); - } - explicit OneHotOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<OneHotOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<OneHotOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<OneHotOptions> CreateOneHotOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t axis = 0) { - OneHotOptionsBuilder builder_(_fbb); - builder_.add_axis(axis); - return builder_.Finish(); -} - -struct AbsOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AbsOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct AbsOptionsBuilder { - typedef AbsOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit AbsOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<AbsOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<AbsOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<AbsOptions> CreateAbsOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - AbsOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct HardSwishOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef HardSwishOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct HardSwishOptionsBuilder { - typedef HardSwishOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit HardSwishOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<HardSwishOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<HardSwishOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<HardSwishOptions> CreateHardSwishOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - HardSwishOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct LogicalAndOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LogicalAndOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct LogicalAndOptionsBuilder { - typedef LogicalAndOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit LogicalAndOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LogicalAndOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LogicalAndOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LogicalAndOptions> CreateLogicalAndOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - LogicalAndOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct LogicalNotOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LogicalNotOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct LogicalNotOptionsBuilder { - typedef LogicalNotOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit LogicalNotOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LogicalNotOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LogicalNotOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LogicalNotOptions> CreateLogicalNotOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - LogicalNotOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct UnpackOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef UnpackOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NUM = 4, - VT_AXIS = 6 - }; - int32_t num() const { - return GetField<int32_t>(VT_NUM, 0); - } - int32_t axis() const { - return GetField<int32_t>(VT_AXIS, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_NUM, 4) && - VerifyField<int32_t>(verifier, VT_AXIS, 4) && - verifier.EndTable(); - } -}; - -struct UnpackOptionsBuilder { - typedef UnpackOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_num(int32_t num) { - fbb_.AddElement<int32_t>(UnpackOptions::VT_NUM, num, 0); - } - void add_axis(int32_t axis) { - fbb_.AddElement<int32_t>(UnpackOptions::VT_AXIS, axis, 0); - } - explicit UnpackOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<UnpackOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<UnpackOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<UnpackOptions> CreateUnpackOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t num = 0, - int32_t axis = 0) { - UnpackOptionsBuilder builder_(_fbb); - builder_.add_axis(axis); - builder_.add_num(num); - return builder_.Finish(); -} - -struct FloorDivOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FloorDivOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct FloorDivOptionsBuilder { - typedef FloorDivOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit FloorDivOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<FloorDivOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<FloorDivOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<FloorDivOptions> CreateFloorDivOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - FloorDivOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SquareOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SquareOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SquareOptionsBuilder { - typedef SquareOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SquareOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SquareOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SquareOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SquareOptions> CreateSquareOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - SquareOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ZerosLikeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ZerosLikeOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct ZerosLikeOptionsBuilder { - typedef ZerosLikeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit ZerosLikeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ZerosLikeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ZerosLikeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ZerosLikeOptions> CreateZerosLikeOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - ZerosLikeOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct FillOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FillOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct FillOptionsBuilder { - typedef FillOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit FillOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<FillOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<FillOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<FillOptions> CreateFillOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - FillOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct FloorModOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef FloorModOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct FloorModOptionsBuilder { - typedef FloorModOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit FloorModOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<FloorModOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<FloorModOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<FloorModOptions> CreateFloorModOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - FloorModOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct RangeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RangeOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct RangeOptionsBuilder { - typedef RangeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit RangeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<RangeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<RangeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<RangeOptions> CreateRangeOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - RangeOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct LeakyReluOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef LeakyReluOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_ALPHA = 4 - }; - float alpha() const { - return GetField<float>(VT_ALPHA, 0.0f); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<float>(verifier, VT_ALPHA, 4) && - verifier.EndTable(); - } -}; - -struct LeakyReluOptionsBuilder { - typedef LeakyReluOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_alpha(float alpha) { - fbb_.AddElement<float>(LeakyReluOptions::VT_ALPHA, alpha, 0.0f); - } - explicit LeakyReluOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<LeakyReluOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<LeakyReluOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<LeakyReluOptions> CreateLeakyReluOptions( - flatbuffers::FlatBufferBuilder &_fbb, - float alpha = 0.0f) { - LeakyReluOptionsBuilder builder_(_fbb); - builder_.add_alpha(alpha); - return builder_.Finish(); -} - -struct SquaredDifferenceOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SquaredDifferenceOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SquaredDifferenceOptionsBuilder { - typedef SquaredDifferenceOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SquaredDifferenceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SquaredDifferenceOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SquaredDifferenceOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SquaredDifferenceOptions> CreateSquaredDifferenceOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - SquaredDifferenceOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct MirrorPadOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MirrorPadOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_MODE = 4 - }; - tflite::MirrorPadMode mode() const { - return static_cast<tflite::MirrorPadMode>(GetField<int8_t>(VT_MODE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_MODE, 1) && - verifier.EndTable(); - } -}; - -struct MirrorPadOptionsBuilder { - typedef MirrorPadOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_mode(tflite::MirrorPadMode mode) { - fbb_.AddElement<int8_t>(MirrorPadOptions::VT_MODE, static_cast<int8_t>(mode), 0); - } - explicit MirrorPadOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<MirrorPadOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<MirrorPadOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<MirrorPadOptions> CreateMirrorPadOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::MirrorPadMode mode = tflite::MirrorPadMode_REFLECT) { - MirrorPadOptionsBuilder builder_(_fbb); - builder_.add_mode(mode); - return builder_.Finish(); -} - -struct UniqueOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef UniqueOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_IDX_OUT_TYPE = 4 - }; - tflite::TensorType idx_out_type() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_IDX_OUT_TYPE, 2)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_IDX_OUT_TYPE, 1) && - verifier.EndTable(); - } -}; - -struct UniqueOptionsBuilder { - typedef UniqueOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_idx_out_type(tflite::TensorType idx_out_type) { - fbb_.AddElement<int8_t>(UniqueOptions::VT_IDX_OUT_TYPE, static_cast<int8_t>(idx_out_type), 2); - } - explicit UniqueOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<UniqueOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<UniqueOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<UniqueOptions> CreateUniqueOptions( - flatbuffers::FlatBufferBuilder &_fbb, - tflite::TensorType idx_out_type = tflite::TensorType_INT32) { - UniqueOptionsBuilder builder_(_fbb); - builder_.add_idx_out_type(idx_out_type); - return builder_.Finish(); -} - -struct ReverseV2Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReverseV2OptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct ReverseV2OptionsBuilder { - typedef ReverseV2Options Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit ReverseV2OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ReverseV2Options> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ReverseV2Options>(end); - return o; - } -}; - -inline flatbuffers::Offset<ReverseV2Options> CreateReverseV2Options( - flatbuffers::FlatBufferBuilder &_fbb) { - ReverseV2OptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct AddNOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AddNOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct AddNOptionsBuilder { - typedef AddNOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit AddNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<AddNOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<AddNOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<AddNOptions> CreateAddNOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - AddNOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct GatherNdOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GatherNdOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct GatherNdOptionsBuilder { - typedef GatherNdOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit GatherNdOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<GatherNdOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<GatherNdOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<GatherNdOptions> CreateGatherNdOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - GatherNdOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct WhereOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef WhereOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct WhereOptionsBuilder { - typedef WhereOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit WhereOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<WhereOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<WhereOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<WhereOptions> CreateWhereOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - WhereOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ReverseSequenceOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReverseSequenceOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_SEQ_DIM = 4, - VT_BATCH_DIM = 6 - }; - int32_t seq_dim() const { - return GetField<int32_t>(VT_SEQ_DIM, 0); - } - int32_t batch_dim() const { - return GetField<int32_t>(VT_BATCH_DIM, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_SEQ_DIM, 4) && - VerifyField<int32_t>(verifier, VT_BATCH_DIM, 4) && - verifier.EndTable(); - } -}; - -struct ReverseSequenceOptionsBuilder { - typedef ReverseSequenceOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_seq_dim(int32_t seq_dim) { - fbb_.AddElement<int32_t>(ReverseSequenceOptions::VT_SEQ_DIM, seq_dim, 0); - } - void add_batch_dim(int32_t batch_dim) { - fbb_.AddElement<int32_t>(ReverseSequenceOptions::VT_BATCH_DIM, batch_dim, 0); - } - explicit ReverseSequenceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ReverseSequenceOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ReverseSequenceOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ReverseSequenceOptions> CreateReverseSequenceOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t seq_dim = 0, - int32_t batch_dim = 0) { - ReverseSequenceOptionsBuilder builder_(_fbb); - builder_.add_batch_dim(batch_dim); - builder_.add_seq_dim(seq_dim); - return builder_.Finish(); -} - -struct MatrixDiagOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MatrixDiagOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct MatrixDiagOptionsBuilder { - typedef MatrixDiagOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit MatrixDiagOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<MatrixDiagOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<MatrixDiagOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<MatrixDiagOptions> CreateMatrixDiagOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - MatrixDiagOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct QuantizeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef QuantizeOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct QuantizeOptionsBuilder { - typedef QuantizeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit QuantizeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<QuantizeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<QuantizeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<QuantizeOptions> CreateQuantizeOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - QuantizeOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct MatrixSetDiagOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MatrixSetDiagOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct MatrixSetDiagOptionsBuilder { - typedef MatrixSetDiagOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit MatrixSetDiagOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<MatrixSetDiagOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<MatrixSetDiagOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<MatrixSetDiagOptions> CreateMatrixSetDiagOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - MatrixSetDiagOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct IfOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef IfOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_THEN_SUBGRAPH_INDEX = 4, - VT_ELSE_SUBGRAPH_INDEX = 6 - }; - int32_t then_subgraph_index() const { - return GetField<int32_t>(VT_THEN_SUBGRAPH_INDEX, 0); - } - int32_t else_subgraph_index() const { - return GetField<int32_t>(VT_ELSE_SUBGRAPH_INDEX, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_THEN_SUBGRAPH_INDEX, 4) && - VerifyField<int32_t>(verifier, VT_ELSE_SUBGRAPH_INDEX, 4) && - verifier.EndTable(); - } -}; - -struct IfOptionsBuilder { - typedef IfOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_then_subgraph_index(int32_t then_subgraph_index) { - fbb_.AddElement<int32_t>(IfOptions::VT_THEN_SUBGRAPH_INDEX, then_subgraph_index, 0); - } - void add_else_subgraph_index(int32_t else_subgraph_index) { - fbb_.AddElement<int32_t>(IfOptions::VT_ELSE_SUBGRAPH_INDEX, else_subgraph_index, 0); - } - explicit IfOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<IfOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<IfOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<IfOptions> CreateIfOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t then_subgraph_index = 0, - int32_t else_subgraph_index = 0) { - IfOptionsBuilder builder_(_fbb); - builder_.add_else_subgraph_index(else_subgraph_index); - builder_.add_then_subgraph_index(then_subgraph_index); - return builder_.Finish(); -} - -struct CallOnceOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CallOnceOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_INIT_SUBGRAPH_INDEX = 4 - }; - int32_t init_subgraph_index() const { - return GetField<int32_t>(VT_INIT_SUBGRAPH_INDEX, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_INIT_SUBGRAPH_INDEX, 4) && - verifier.EndTable(); - } -}; - -struct CallOnceOptionsBuilder { - typedef CallOnceOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_init_subgraph_index(int32_t init_subgraph_index) { - fbb_.AddElement<int32_t>(CallOnceOptions::VT_INIT_SUBGRAPH_INDEX, init_subgraph_index, 0); - } - explicit CallOnceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<CallOnceOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<CallOnceOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<CallOnceOptions> CreateCallOnceOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t init_subgraph_index = 0) { - CallOnceOptionsBuilder builder_(_fbb); - builder_.add_init_subgraph_index(init_subgraph_index); - return builder_.Finish(); -} - -struct WhileOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef WhileOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_COND_SUBGRAPH_INDEX = 4, - VT_BODY_SUBGRAPH_INDEX = 6 - }; - int32_t cond_subgraph_index() const { - return GetField<int32_t>(VT_COND_SUBGRAPH_INDEX, 0); - } - int32_t body_subgraph_index() const { - return GetField<int32_t>(VT_BODY_SUBGRAPH_INDEX, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_COND_SUBGRAPH_INDEX, 4) && - VerifyField<int32_t>(verifier, VT_BODY_SUBGRAPH_INDEX, 4) && - verifier.EndTable(); - } -}; - -struct WhileOptionsBuilder { - typedef WhileOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_cond_subgraph_index(int32_t cond_subgraph_index) { - fbb_.AddElement<int32_t>(WhileOptions::VT_COND_SUBGRAPH_INDEX, cond_subgraph_index, 0); - } - void add_body_subgraph_index(int32_t body_subgraph_index) { - fbb_.AddElement<int32_t>(WhileOptions::VT_BODY_SUBGRAPH_INDEX, body_subgraph_index, 0); - } - explicit WhileOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<WhileOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<WhileOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<WhileOptions> CreateWhileOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t cond_subgraph_index = 0, - int32_t body_subgraph_index = 0) { - WhileOptionsBuilder builder_(_fbb); - builder_.add_body_subgraph_index(body_subgraph_index); - builder_.add_cond_subgraph_index(cond_subgraph_index); - return builder_.Finish(); -} - -struct NonMaxSuppressionV4Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NonMaxSuppressionV4OptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct NonMaxSuppressionV4OptionsBuilder { - typedef NonMaxSuppressionV4Options Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit NonMaxSuppressionV4OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<NonMaxSuppressionV4Options> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<NonMaxSuppressionV4Options>(end); - return o; - } -}; - -inline flatbuffers::Offset<NonMaxSuppressionV4Options> CreateNonMaxSuppressionV4Options( - flatbuffers::FlatBufferBuilder &_fbb) { - NonMaxSuppressionV4OptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct NonMaxSuppressionV5Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef NonMaxSuppressionV5OptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct NonMaxSuppressionV5OptionsBuilder { - typedef NonMaxSuppressionV5Options Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit NonMaxSuppressionV5OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<NonMaxSuppressionV5Options> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<NonMaxSuppressionV5Options>(end); - return o; - } -}; - -inline flatbuffers::Offset<NonMaxSuppressionV5Options> CreateNonMaxSuppressionV5Options( - flatbuffers::FlatBufferBuilder &_fbb) { - NonMaxSuppressionV5OptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct ScatterNdOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ScatterNdOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct ScatterNdOptionsBuilder { - typedef ScatterNdOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit ScatterNdOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ScatterNdOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ScatterNdOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ScatterNdOptions> CreateScatterNdOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - ScatterNdOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SelectV2Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SelectV2OptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SelectV2OptionsBuilder { - typedef SelectV2Options Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SelectV2OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SelectV2Options> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SelectV2Options>(end); - return o; - } -}; - -inline flatbuffers::Offset<SelectV2Options> CreateSelectV2Options( - flatbuffers::FlatBufferBuilder &_fbb) { - SelectV2OptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct DensifyOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef DensifyOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct DensifyOptionsBuilder { - typedef DensifyOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit DensifyOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<DensifyOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<DensifyOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<DensifyOptions> CreateDensifyOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - DensifyOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct SegmentSumOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SegmentSumOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct SegmentSumOptionsBuilder { - typedef SegmentSumOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit SegmentSumOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SegmentSumOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SegmentSumOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<SegmentSumOptions> CreateSegmentSumOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - SegmentSumOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct BatchMatMulOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BatchMatMulOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_ADJ_X = 4, - VT_ADJ_Y = 6, - VT_ASYMMETRIC_QUANTIZE_INPUTS = 8 - }; - bool adj_x() const { - return GetField<uint8_t>(VT_ADJ_X, 0) != 0; - } - bool adj_y() const { - return GetField<uint8_t>(VT_ADJ_Y, 0) != 0; - } - bool asymmetric_quantize_inputs() const { - return GetField<uint8_t>(VT_ASYMMETRIC_QUANTIZE_INPUTS, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_ADJ_X, 1) && - VerifyField<uint8_t>(verifier, VT_ADJ_Y, 1) && - VerifyField<uint8_t>(verifier, VT_ASYMMETRIC_QUANTIZE_INPUTS, 1) && - verifier.EndTable(); - } -}; - -struct BatchMatMulOptionsBuilder { - typedef BatchMatMulOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_adj_x(bool adj_x) { - fbb_.AddElement<uint8_t>(BatchMatMulOptions::VT_ADJ_X, static_cast<uint8_t>(adj_x), 0); - } - void add_adj_y(bool adj_y) { - fbb_.AddElement<uint8_t>(BatchMatMulOptions::VT_ADJ_Y, static_cast<uint8_t>(adj_y), 0); - } - void add_asymmetric_quantize_inputs(bool asymmetric_quantize_inputs) { - fbb_.AddElement<uint8_t>(BatchMatMulOptions::VT_ASYMMETRIC_QUANTIZE_INPUTS, static_cast<uint8_t>(asymmetric_quantize_inputs), 0); - } - explicit BatchMatMulOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<BatchMatMulOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<BatchMatMulOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<BatchMatMulOptions> CreateBatchMatMulOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool adj_x = false, - bool adj_y = false, - bool asymmetric_quantize_inputs = false) { - BatchMatMulOptionsBuilder builder_(_fbb); - builder_.add_asymmetric_quantize_inputs(asymmetric_quantize_inputs); - builder_.add_adj_y(adj_y); - builder_.add_adj_x(adj_x); - return builder_.Finish(); -} - -struct CumsumOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef CumsumOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_EXCLUSIVE = 4, - VT_REVERSE = 6 - }; - bool exclusive() const { - return GetField<uint8_t>(VT_EXCLUSIVE, 0) != 0; - } - bool reverse() const { - return GetField<uint8_t>(VT_REVERSE, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_EXCLUSIVE, 1) && - VerifyField<uint8_t>(verifier, VT_REVERSE, 1) && - verifier.EndTable(); - } -}; - -struct CumsumOptionsBuilder { - typedef CumsumOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_exclusive(bool exclusive) { - fbb_.AddElement<uint8_t>(CumsumOptions::VT_EXCLUSIVE, static_cast<uint8_t>(exclusive), 0); - } - void add_reverse(bool reverse) { - fbb_.AddElement<uint8_t>(CumsumOptions::VT_REVERSE, static_cast<uint8_t>(reverse), 0); - } - explicit CumsumOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<CumsumOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<CumsumOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<CumsumOptions> CreateCumsumOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool exclusive = false, - bool reverse = false) { - CumsumOptionsBuilder builder_(_fbb); - builder_.add_reverse(reverse); - builder_.add_exclusive(exclusive); - return builder_.Finish(); -} - -struct BroadcastToOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BroadcastToOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct BroadcastToOptionsBuilder { - typedef BroadcastToOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit BroadcastToOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<BroadcastToOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<BroadcastToOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<BroadcastToOptions> CreateBroadcastToOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - BroadcastToOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct Rfft2dOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef Rfft2dOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct Rfft2dOptionsBuilder { - typedef Rfft2dOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit Rfft2dOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Rfft2dOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Rfft2dOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<Rfft2dOptions> CreateRfft2dOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - Rfft2dOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct HashtableOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef HashtableOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TABLE_ID = 4, - VT_KEY_DTYPE = 6, - VT_VALUE_DTYPE = 8 - }; - int32_t table_id() const { - return GetField<int32_t>(VT_TABLE_ID, 0); - } - tflite::TensorType key_dtype() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_KEY_DTYPE, 0)); - } - tflite::TensorType value_dtype() const { - return static_cast<tflite::TensorType>(GetField<int8_t>(VT_VALUE_DTYPE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int32_t>(verifier, VT_TABLE_ID, 4) && - VerifyField<int8_t>(verifier, VT_KEY_DTYPE, 1) && - VerifyField<int8_t>(verifier, VT_VALUE_DTYPE, 1) && - verifier.EndTable(); - } -}; - -struct HashtableOptionsBuilder { - typedef HashtableOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_table_id(int32_t table_id) { - fbb_.AddElement<int32_t>(HashtableOptions::VT_TABLE_ID, table_id, 0); - } - void add_key_dtype(tflite::TensorType key_dtype) { - fbb_.AddElement<int8_t>(HashtableOptions::VT_KEY_DTYPE, static_cast<int8_t>(key_dtype), 0); - } - void add_value_dtype(tflite::TensorType value_dtype) { - fbb_.AddElement<int8_t>(HashtableOptions::VT_VALUE_DTYPE, static_cast<int8_t>(value_dtype), 0); - } - explicit HashtableOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<HashtableOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<HashtableOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<HashtableOptions> CreateHashtableOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int32_t table_id = 0, - tflite::TensorType key_dtype = tflite::TensorType_FLOAT32, - tflite::TensorType value_dtype = tflite::TensorType_FLOAT32) { - HashtableOptionsBuilder builder_(_fbb); - builder_.add_table_id(table_id); - builder_.add_value_dtype(value_dtype); - builder_.add_key_dtype(key_dtype); - return builder_.Finish(); -} - -struct HashtableFindOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef HashtableFindOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct HashtableFindOptionsBuilder { - typedef HashtableFindOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit HashtableFindOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<HashtableFindOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<HashtableFindOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<HashtableFindOptions> CreateHashtableFindOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - HashtableFindOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct HashtableImportOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef HashtableImportOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct HashtableImportOptionsBuilder { - typedef HashtableImportOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit HashtableImportOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<HashtableImportOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<HashtableImportOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<HashtableImportOptions> CreateHashtableImportOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - HashtableImportOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct HashtableSizeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef HashtableSizeOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct HashtableSizeOptionsBuilder { - typedef HashtableSizeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit HashtableSizeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<HashtableSizeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<HashtableSizeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<HashtableSizeOptions> CreateHashtableSizeOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - HashtableSizeOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct VarHandleOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef VarHandleOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_CONTAINER = 4, - VT_SHARED_NAME = 6 - }; - const flatbuffers::String *container() const { - return GetPointer<const flatbuffers::String *>(VT_CONTAINER); - } - const flatbuffers::String *shared_name() const { - return GetPointer<const flatbuffers::String *>(VT_SHARED_NAME); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_CONTAINER) && - verifier.VerifyString(container()) && - VerifyOffset(verifier, VT_SHARED_NAME) && - verifier.VerifyString(shared_name()) && - verifier.EndTable(); - } -}; - -struct VarHandleOptionsBuilder { - typedef VarHandleOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_container(flatbuffers::Offset<flatbuffers::String> container) { - fbb_.AddOffset(VarHandleOptions::VT_CONTAINER, container); - } - void add_shared_name(flatbuffers::Offset<flatbuffers::String> shared_name) { - fbb_.AddOffset(VarHandleOptions::VT_SHARED_NAME, shared_name); - } - explicit VarHandleOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<VarHandleOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<VarHandleOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<VarHandleOptions> CreateVarHandleOptions( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::String> container = 0, - flatbuffers::Offset<flatbuffers::String> shared_name = 0) { - VarHandleOptionsBuilder builder_(_fbb); - builder_.add_shared_name(shared_name); - builder_.add_container(container); - return builder_.Finish(); -} - -inline flatbuffers::Offset<VarHandleOptions> CreateVarHandleOptionsDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const char *container = nullptr, - const char *shared_name = nullptr) { - auto container__ = container ? _fbb.CreateString(container) : 0; - auto shared_name__ = shared_name ? _fbb.CreateString(shared_name) : 0; - return tflite::CreateVarHandleOptions( - _fbb, - container__, - shared_name__); -} - -struct ReadVariableOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ReadVariableOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct ReadVariableOptionsBuilder { - typedef ReadVariableOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit ReadVariableOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<ReadVariableOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<ReadVariableOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<ReadVariableOptions> CreateReadVariableOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - ReadVariableOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct AssignVariableOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef AssignVariableOptionsBuilder Builder; - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - verifier.EndTable(); - } -}; - -struct AssignVariableOptionsBuilder { - typedef AssignVariableOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - explicit AssignVariableOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<AssignVariableOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<AssignVariableOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<AssignVariableOptions> CreateAssignVariableOptions( - flatbuffers::FlatBufferBuilder &_fbb) { - AssignVariableOptionsBuilder builder_(_fbb); - return builder_.Finish(); -} - -struct RandomOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef RandomOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_SEED = 4, - VT_SEED2 = 6 - }; - int64_t seed() const { - return GetField<int64_t>(VT_SEED, 0); - } - int64_t seed2() const { - return GetField<int64_t>(VT_SEED2, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int64_t>(verifier, VT_SEED, 8) && - VerifyField<int64_t>(verifier, VT_SEED2, 8) && - verifier.EndTable(); - } -}; - -struct RandomOptionsBuilder { - typedef RandomOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_seed(int64_t seed) { - fbb_.AddElement<int64_t>(RandomOptions::VT_SEED, seed, 0); - } - void add_seed2(int64_t seed2) { - fbb_.AddElement<int64_t>(RandomOptions::VT_SEED2, seed2, 0); - } - explicit RandomOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<RandomOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<RandomOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<RandomOptions> CreateRandomOptions( - flatbuffers::FlatBufferBuilder &_fbb, - int64_t seed = 0, - int64_t seed2 = 0) { - RandomOptionsBuilder builder_(_fbb); - builder_.add_seed2(seed2); - builder_.add_seed(seed); - return builder_.Finish(); -} - -struct BucketizeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BucketizeOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_BOUNDARIES = 4 - }; - const flatbuffers::Vector<float> *boundaries() const { - return GetPointer<const flatbuffers::Vector<float> *>(VT_BOUNDARIES); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_BOUNDARIES) && - verifier.VerifyVector(boundaries()) && - verifier.EndTable(); - } -}; - -struct BucketizeOptionsBuilder { - typedef BucketizeOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_boundaries(flatbuffers::Offset<flatbuffers::Vector<float>> boundaries) { - fbb_.AddOffset(BucketizeOptions::VT_BOUNDARIES, boundaries); - } - explicit BucketizeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<BucketizeOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<BucketizeOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<BucketizeOptions> CreateBucketizeOptions( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<float>> boundaries = 0) { - BucketizeOptionsBuilder builder_(_fbb); - builder_.add_boundaries(boundaries); - return builder_.Finish(); -} - -inline flatbuffers::Offset<BucketizeOptions> CreateBucketizeOptionsDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<float> *boundaries = nullptr) { - auto boundaries__ = boundaries ? _fbb.CreateVector<float>(*boundaries) : 0; - return tflite::CreateBucketizeOptions( - _fbb, - boundaries__); -} - -struct GeluOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef GeluOptionsBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_APPROXIMATE = 4 - }; - bool approximate() const { - return GetField<uint8_t>(VT_APPROXIMATE, 0) != 0; - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint8_t>(verifier, VT_APPROXIMATE, 1) && - verifier.EndTable(); - } -}; - -struct GeluOptionsBuilder { - typedef GeluOptions Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_approximate(bool approximate) { - fbb_.AddElement<uint8_t>(GeluOptions::VT_APPROXIMATE, static_cast<uint8_t>(approximate), 0); - } - explicit GeluOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<GeluOptions> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<GeluOptions>(end); - return o; - } -}; - -inline flatbuffers::Offset<GeluOptions> CreateGeluOptions( - flatbuffers::FlatBufferBuilder &_fbb, - bool approximate = false) { - GeluOptionsBuilder builder_(_fbb); - builder_.add_approximate(approximate); - return builder_.Finish(); -} - -struct OperatorCode FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef OperatorCodeBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_DEPRECATED_BUILTIN_CODE = 4, - VT_CUSTOM_CODE = 6, - VT_VERSION = 8, - VT_BUILTIN_CODE = 10 - }; - int8_t deprecated_builtin_code() const { - return GetField<int8_t>(VT_DEPRECATED_BUILTIN_CODE, 0); - } - const flatbuffers::String *custom_code() const { - return GetPointer<const flatbuffers::String *>(VT_CUSTOM_CODE); - } - int32_t version() const { - return GetField<int32_t>(VT_VERSION, 1); - } - tflite::BuiltinOperator builtin_code() const { - return static_cast<tflite::BuiltinOperator>(GetField<int32_t>(VT_BUILTIN_CODE, 0)); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<int8_t>(verifier, VT_DEPRECATED_BUILTIN_CODE, 1) && - VerifyOffset(verifier, VT_CUSTOM_CODE) && - verifier.VerifyString(custom_code()) && - VerifyField<int32_t>(verifier, VT_VERSION, 4) && - VerifyField<int32_t>(verifier, VT_BUILTIN_CODE, 4) && - verifier.EndTable(); - } -}; - -struct OperatorCodeBuilder { - typedef OperatorCode Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_deprecated_builtin_code(int8_t deprecated_builtin_code) { - fbb_.AddElement<int8_t>(OperatorCode::VT_DEPRECATED_BUILTIN_CODE, deprecated_builtin_code, 0); - } - void add_custom_code(flatbuffers::Offset<flatbuffers::String> custom_code) { - fbb_.AddOffset(OperatorCode::VT_CUSTOM_CODE, custom_code); - } - void add_version(int32_t version) { - fbb_.AddElement<int32_t>(OperatorCode::VT_VERSION, version, 1); - } - void add_builtin_code(tflite::BuiltinOperator builtin_code) { - fbb_.AddElement<int32_t>(OperatorCode::VT_BUILTIN_CODE, static_cast<int32_t>(builtin_code), 0); - } - explicit OperatorCodeBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<OperatorCode> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<OperatorCode>(end); - return o; - } -}; - -inline flatbuffers::Offset<OperatorCode> CreateOperatorCode( - flatbuffers::FlatBufferBuilder &_fbb, - int8_t deprecated_builtin_code = 0, - flatbuffers::Offset<flatbuffers::String> custom_code = 0, - int32_t version = 1, - tflite::BuiltinOperator builtin_code = tflite::BuiltinOperator_ADD) { - OperatorCodeBuilder builder_(_fbb); - builder_.add_builtin_code(builtin_code); - builder_.add_version(version); - builder_.add_custom_code(custom_code); - builder_.add_deprecated_builtin_code(deprecated_builtin_code); - return builder_.Finish(); -} - -inline flatbuffers::Offset<OperatorCode> CreateOperatorCodeDirect( - flatbuffers::FlatBufferBuilder &_fbb, - int8_t deprecated_builtin_code = 0, - const char *custom_code = nullptr, - int32_t version = 1, - tflite::BuiltinOperator builtin_code = tflite::BuiltinOperator_ADD) { - auto custom_code__ = custom_code ? _fbb.CreateString(custom_code) : 0; - return tflite::CreateOperatorCode( - _fbb, - deprecated_builtin_code, - custom_code__, - version, - builtin_code); -} - -struct Operator FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef OperatorBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_OPCODE_INDEX = 4, - VT_INPUTS = 6, - VT_OUTPUTS = 8, - VT_BUILTIN_OPTIONS_TYPE = 10, - VT_BUILTIN_OPTIONS = 12, - VT_CUSTOM_OPTIONS = 14, - VT_CUSTOM_OPTIONS_FORMAT = 16, - VT_MUTATING_VARIABLE_INPUTS = 18, - VT_INTERMEDIATES = 20 - }; - uint32_t opcode_index() const { - return GetField<uint32_t>(VT_OPCODE_INDEX, 0); - } - const flatbuffers::Vector<int32_t> *inputs() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_INPUTS); - } - const flatbuffers::Vector<int32_t> *outputs() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_OUTPUTS); - } - tflite::BuiltinOptions builtin_options_type() const { - return static_cast<tflite::BuiltinOptions>(GetField<uint8_t>(VT_BUILTIN_OPTIONS_TYPE, 0)); - } - const void *builtin_options() const { - return GetPointer<const void *>(VT_BUILTIN_OPTIONS); - } - template<typename T> const T *builtin_options_as() const; - const tflite::Conv2DOptions *builtin_options_as_Conv2DOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_Conv2DOptions ? static_cast<const tflite::Conv2DOptions *>(builtin_options()) : nullptr; - } - const tflite::DepthwiseConv2DOptions *builtin_options_as_DepthwiseConv2DOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_DepthwiseConv2DOptions ? static_cast<const tflite::DepthwiseConv2DOptions *>(builtin_options()) : nullptr; - } - const tflite::ConcatEmbeddingsOptions *builtin_options_as_ConcatEmbeddingsOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ConcatEmbeddingsOptions ? static_cast<const tflite::ConcatEmbeddingsOptions *>(builtin_options()) : nullptr; - } - const tflite::LSHProjectionOptions *builtin_options_as_LSHProjectionOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LSHProjectionOptions ? static_cast<const tflite::LSHProjectionOptions *>(builtin_options()) : nullptr; - } - const tflite::Pool2DOptions *builtin_options_as_Pool2DOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_Pool2DOptions ? static_cast<const tflite::Pool2DOptions *>(builtin_options()) : nullptr; - } - const tflite::SVDFOptions *builtin_options_as_SVDFOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SVDFOptions ? static_cast<const tflite::SVDFOptions *>(builtin_options()) : nullptr; - } - const tflite::RNNOptions *builtin_options_as_RNNOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_RNNOptions ? static_cast<const tflite::RNNOptions *>(builtin_options()) : nullptr; - } - const tflite::FullyConnectedOptions *builtin_options_as_FullyConnectedOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_FullyConnectedOptions ? static_cast<const tflite::FullyConnectedOptions *>(builtin_options()) : nullptr; - } - const tflite::SoftmaxOptions *builtin_options_as_SoftmaxOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SoftmaxOptions ? static_cast<const tflite::SoftmaxOptions *>(builtin_options()) : nullptr; - } - const tflite::ConcatenationOptions *builtin_options_as_ConcatenationOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ConcatenationOptions ? static_cast<const tflite::ConcatenationOptions *>(builtin_options()) : nullptr; - } - const tflite::AddOptions *builtin_options_as_AddOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_AddOptions ? static_cast<const tflite::AddOptions *>(builtin_options()) : nullptr; - } - const tflite::L2NormOptions *builtin_options_as_L2NormOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_L2NormOptions ? static_cast<const tflite::L2NormOptions *>(builtin_options()) : nullptr; - } - const tflite::LocalResponseNormalizationOptions *builtin_options_as_LocalResponseNormalizationOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LocalResponseNormalizationOptions ? static_cast<const tflite::LocalResponseNormalizationOptions *>(builtin_options()) : nullptr; - } - const tflite::LSTMOptions *builtin_options_as_LSTMOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LSTMOptions ? static_cast<const tflite::LSTMOptions *>(builtin_options()) : nullptr; - } - const tflite::ResizeBilinearOptions *builtin_options_as_ResizeBilinearOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ResizeBilinearOptions ? static_cast<const tflite::ResizeBilinearOptions *>(builtin_options()) : nullptr; - } - const tflite::CallOptions *builtin_options_as_CallOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_CallOptions ? static_cast<const tflite::CallOptions *>(builtin_options()) : nullptr; - } - const tflite::ReshapeOptions *builtin_options_as_ReshapeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ReshapeOptions ? static_cast<const tflite::ReshapeOptions *>(builtin_options()) : nullptr; - } - const tflite::SkipGramOptions *builtin_options_as_SkipGramOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SkipGramOptions ? static_cast<const tflite::SkipGramOptions *>(builtin_options()) : nullptr; - } - const tflite::SpaceToDepthOptions *builtin_options_as_SpaceToDepthOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SpaceToDepthOptions ? static_cast<const tflite::SpaceToDepthOptions *>(builtin_options()) : nullptr; - } - const tflite::EmbeddingLookupSparseOptions *builtin_options_as_EmbeddingLookupSparseOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_EmbeddingLookupSparseOptions ? static_cast<const tflite::EmbeddingLookupSparseOptions *>(builtin_options()) : nullptr; - } - const tflite::MulOptions *builtin_options_as_MulOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_MulOptions ? static_cast<const tflite::MulOptions *>(builtin_options()) : nullptr; - } - const tflite::PadOptions *builtin_options_as_PadOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_PadOptions ? static_cast<const tflite::PadOptions *>(builtin_options()) : nullptr; - } - const tflite::GatherOptions *builtin_options_as_GatherOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_GatherOptions ? static_cast<const tflite::GatherOptions *>(builtin_options()) : nullptr; - } - const tflite::BatchToSpaceNDOptions *builtin_options_as_BatchToSpaceNDOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_BatchToSpaceNDOptions ? static_cast<const tflite::BatchToSpaceNDOptions *>(builtin_options()) : nullptr; - } - const tflite::SpaceToBatchNDOptions *builtin_options_as_SpaceToBatchNDOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SpaceToBatchNDOptions ? static_cast<const tflite::SpaceToBatchNDOptions *>(builtin_options()) : nullptr; - } - const tflite::TransposeOptions *builtin_options_as_TransposeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_TransposeOptions ? static_cast<const tflite::TransposeOptions *>(builtin_options()) : nullptr; - } - const tflite::ReducerOptions *builtin_options_as_ReducerOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ReducerOptions ? static_cast<const tflite::ReducerOptions *>(builtin_options()) : nullptr; - } - const tflite::SubOptions *builtin_options_as_SubOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SubOptions ? static_cast<const tflite::SubOptions *>(builtin_options()) : nullptr; - } - const tflite::DivOptions *builtin_options_as_DivOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_DivOptions ? static_cast<const tflite::DivOptions *>(builtin_options()) : nullptr; - } - const tflite::SqueezeOptions *builtin_options_as_SqueezeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SqueezeOptions ? static_cast<const tflite::SqueezeOptions *>(builtin_options()) : nullptr; - } - const tflite::SequenceRNNOptions *builtin_options_as_SequenceRNNOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SequenceRNNOptions ? static_cast<const tflite::SequenceRNNOptions *>(builtin_options()) : nullptr; - } - const tflite::StridedSliceOptions *builtin_options_as_StridedSliceOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_StridedSliceOptions ? static_cast<const tflite::StridedSliceOptions *>(builtin_options()) : nullptr; - } - const tflite::ExpOptions *builtin_options_as_ExpOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ExpOptions ? static_cast<const tflite::ExpOptions *>(builtin_options()) : nullptr; - } - const tflite::TopKV2Options *builtin_options_as_TopKV2Options() const { - return builtin_options_type() == tflite::BuiltinOptions_TopKV2Options ? static_cast<const tflite::TopKV2Options *>(builtin_options()) : nullptr; - } - const tflite::SplitOptions *builtin_options_as_SplitOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SplitOptions ? static_cast<const tflite::SplitOptions *>(builtin_options()) : nullptr; - } - const tflite::LogSoftmaxOptions *builtin_options_as_LogSoftmaxOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LogSoftmaxOptions ? static_cast<const tflite::LogSoftmaxOptions *>(builtin_options()) : nullptr; - } - const tflite::CastOptions *builtin_options_as_CastOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_CastOptions ? static_cast<const tflite::CastOptions *>(builtin_options()) : nullptr; - } - const tflite::DequantizeOptions *builtin_options_as_DequantizeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_DequantizeOptions ? static_cast<const tflite::DequantizeOptions *>(builtin_options()) : nullptr; - } - const tflite::MaximumMinimumOptions *builtin_options_as_MaximumMinimumOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_MaximumMinimumOptions ? static_cast<const tflite::MaximumMinimumOptions *>(builtin_options()) : nullptr; - } - const tflite::ArgMaxOptions *builtin_options_as_ArgMaxOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ArgMaxOptions ? static_cast<const tflite::ArgMaxOptions *>(builtin_options()) : nullptr; - } - const tflite::LessOptions *builtin_options_as_LessOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LessOptions ? static_cast<const tflite::LessOptions *>(builtin_options()) : nullptr; - } - const tflite::NegOptions *builtin_options_as_NegOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_NegOptions ? static_cast<const tflite::NegOptions *>(builtin_options()) : nullptr; - } - const tflite::PadV2Options *builtin_options_as_PadV2Options() const { - return builtin_options_type() == tflite::BuiltinOptions_PadV2Options ? static_cast<const tflite::PadV2Options *>(builtin_options()) : nullptr; - } - const tflite::GreaterOptions *builtin_options_as_GreaterOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_GreaterOptions ? static_cast<const tflite::GreaterOptions *>(builtin_options()) : nullptr; - } - const tflite::GreaterEqualOptions *builtin_options_as_GreaterEqualOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_GreaterEqualOptions ? static_cast<const tflite::GreaterEqualOptions *>(builtin_options()) : nullptr; - } - const tflite::LessEqualOptions *builtin_options_as_LessEqualOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LessEqualOptions ? static_cast<const tflite::LessEqualOptions *>(builtin_options()) : nullptr; - } - const tflite::SelectOptions *builtin_options_as_SelectOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SelectOptions ? static_cast<const tflite::SelectOptions *>(builtin_options()) : nullptr; - } - const tflite::SliceOptions *builtin_options_as_SliceOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SliceOptions ? static_cast<const tflite::SliceOptions *>(builtin_options()) : nullptr; - } - const tflite::TransposeConvOptions *builtin_options_as_TransposeConvOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_TransposeConvOptions ? static_cast<const tflite::TransposeConvOptions *>(builtin_options()) : nullptr; - } - const tflite::SparseToDenseOptions *builtin_options_as_SparseToDenseOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SparseToDenseOptions ? static_cast<const tflite::SparseToDenseOptions *>(builtin_options()) : nullptr; - } - const tflite::TileOptions *builtin_options_as_TileOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_TileOptions ? static_cast<const tflite::TileOptions *>(builtin_options()) : nullptr; - } - const tflite::ExpandDimsOptions *builtin_options_as_ExpandDimsOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ExpandDimsOptions ? static_cast<const tflite::ExpandDimsOptions *>(builtin_options()) : nullptr; - } - const tflite::EqualOptions *builtin_options_as_EqualOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_EqualOptions ? static_cast<const tflite::EqualOptions *>(builtin_options()) : nullptr; - } - const tflite::NotEqualOptions *builtin_options_as_NotEqualOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_NotEqualOptions ? static_cast<const tflite::NotEqualOptions *>(builtin_options()) : nullptr; - } - const tflite::ShapeOptions *builtin_options_as_ShapeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ShapeOptions ? static_cast<const tflite::ShapeOptions *>(builtin_options()) : nullptr; - } - const tflite::PowOptions *builtin_options_as_PowOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_PowOptions ? static_cast<const tflite::PowOptions *>(builtin_options()) : nullptr; - } - const tflite::ArgMinOptions *builtin_options_as_ArgMinOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ArgMinOptions ? static_cast<const tflite::ArgMinOptions *>(builtin_options()) : nullptr; - } - const tflite::FakeQuantOptions *builtin_options_as_FakeQuantOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_FakeQuantOptions ? static_cast<const tflite::FakeQuantOptions *>(builtin_options()) : nullptr; - } - const tflite::PackOptions *builtin_options_as_PackOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_PackOptions ? static_cast<const tflite::PackOptions *>(builtin_options()) : nullptr; - } - const tflite::LogicalOrOptions *builtin_options_as_LogicalOrOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LogicalOrOptions ? static_cast<const tflite::LogicalOrOptions *>(builtin_options()) : nullptr; - } - const tflite::OneHotOptions *builtin_options_as_OneHotOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_OneHotOptions ? static_cast<const tflite::OneHotOptions *>(builtin_options()) : nullptr; - } - const tflite::LogicalAndOptions *builtin_options_as_LogicalAndOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LogicalAndOptions ? static_cast<const tflite::LogicalAndOptions *>(builtin_options()) : nullptr; - } - const tflite::LogicalNotOptions *builtin_options_as_LogicalNotOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LogicalNotOptions ? static_cast<const tflite::LogicalNotOptions *>(builtin_options()) : nullptr; - } - const tflite::UnpackOptions *builtin_options_as_UnpackOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_UnpackOptions ? static_cast<const tflite::UnpackOptions *>(builtin_options()) : nullptr; - } - const tflite::FloorDivOptions *builtin_options_as_FloorDivOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_FloorDivOptions ? static_cast<const tflite::FloorDivOptions *>(builtin_options()) : nullptr; - } - const tflite::SquareOptions *builtin_options_as_SquareOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SquareOptions ? static_cast<const tflite::SquareOptions *>(builtin_options()) : nullptr; - } - const tflite::ZerosLikeOptions *builtin_options_as_ZerosLikeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ZerosLikeOptions ? static_cast<const tflite::ZerosLikeOptions *>(builtin_options()) : nullptr; - } - const tflite::FillOptions *builtin_options_as_FillOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_FillOptions ? static_cast<const tflite::FillOptions *>(builtin_options()) : nullptr; - } - const tflite::BidirectionalSequenceLSTMOptions *builtin_options_as_BidirectionalSequenceLSTMOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_BidirectionalSequenceLSTMOptions ? static_cast<const tflite::BidirectionalSequenceLSTMOptions *>(builtin_options()) : nullptr; - } - const tflite::BidirectionalSequenceRNNOptions *builtin_options_as_BidirectionalSequenceRNNOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_BidirectionalSequenceRNNOptions ? static_cast<const tflite::BidirectionalSequenceRNNOptions *>(builtin_options()) : nullptr; - } - const tflite::UnidirectionalSequenceLSTMOptions *builtin_options_as_UnidirectionalSequenceLSTMOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_UnidirectionalSequenceLSTMOptions ? static_cast<const tflite::UnidirectionalSequenceLSTMOptions *>(builtin_options()) : nullptr; - } - const tflite::FloorModOptions *builtin_options_as_FloorModOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_FloorModOptions ? static_cast<const tflite::FloorModOptions *>(builtin_options()) : nullptr; - } - const tflite::RangeOptions *builtin_options_as_RangeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_RangeOptions ? static_cast<const tflite::RangeOptions *>(builtin_options()) : nullptr; - } - const tflite::ResizeNearestNeighborOptions *builtin_options_as_ResizeNearestNeighborOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ResizeNearestNeighborOptions ? static_cast<const tflite::ResizeNearestNeighborOptions *>(builtin_options()) : nullptr; - } - const tflite::LeakyReluOptions *builtin_options_as_LeakyReluOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_LeakyReluOptions ? static_cast<const tflite::LeakyReluOptions *>(builtin_options()) : nullptr; - } - const tflite::SquaredDifferenceOptions *builtin_options_as_SquaredDifferenceOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SquaredDifferenceOptions ? static_cast<const tflite::SquaredDifferenceOptions *>(builtin_options()) : nullptr; - } - const tflite::MirrorPadOptions *builtin_options_as_MirrorPadOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_MirrorPadOptions ? static_cast<const tflite::MirrorPadOptions *>(builtin_options()) : nullptr; - } - const tflite::AbsOptions *builtin_options_as_AbsOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_AbsOptions ? static_cast<const tflite::AbsOptions *>(builtin_options()) : nullptr; - } - const tflite::SplitVOptions *builtin_options_as_SplitVOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SplitVOptions ? static_cast<const tflite::SplitVOptions *>(builtin_options()) : nullptr; - } - const tflite::UniqueOptions *builtin_options_as_UniqueOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_UniqueOptions ? static_cast<const tflite::UniqueOptions *>(builtin_options()) : nullptr; - } - const tflite::ReverseV2Options *builtin_options_as_ReverseV2Options() const { - return builtin_options_type() == tflite::BuiltinOptions_ReverseV2Options ? static_cast<const tflite::ReverseV2Options *>(builtin_options()) : nullptr; - } - const tflite::AddNOptions *builtin_options_as_AddNOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_AddNOptions ? static_cast<const tflite::AddNOptions *>(builtin_options()) : nullptr; - } - const tflite::GatherNdOptions *builtin_options_as_GatherNdOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_GatherNdOptions ? static_cast<const tflite::GatherNdOptions *>(builtin_options()) : nullptr; - } - const tflite::CosOptions *builtin_options_as_CosOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_CosOptions ? static_cast<const tflite::CosOptions *>(builtin_options()) : nullptr; - } - const tflite::WhereOptions *builtin_options_as_WhereOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_WhereOptions ? static_cast<const tflite::WhereOptions *>(builtin_options()) : nullptr; - } - const tflite::RankOptions *builtin_options_as_RankOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_RankOptions ? static_cast<const tflite::RankOptions *>(builtin_options()) : nullptr; - } - const tflite::ReverseSequenceOptions *builtin_options_as_ReverseSequenceOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ReverseSequenceOptions ? static_cast<const tflite::ReverseSequenceOptions *>(builtin_options()) : nullptr; - } - const tflite::MatrixDiagOptions *builtin_options_as_MatrixDiagOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_MatrixDiagOptions ? static_cast<const tflite::MatrixDiagOptions *>(builtin_options()) : nullptr; - } - const tflite::QuantizeOptions *builtin_options_as_QuantizeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_QuantizeOptions ? static_cast<const tflite::QuantizeOptions *>(builtin_options()) : nullptr; - } - const tflite::MatrixSetDiagOptions *builtin_options_as_MatrixSetDiagOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_MatrixSetDiagOptions ? static_cast<const tflite::MatrixSetDiagOptions *>(builtin_options()) : nullptr; - } - const tflite::HardSwishOptions *builtin_options_as_HardSwishOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_HardSwishOptions ? static_cast<const tflite::HardSwishOptions *>(builtin_options()) : nullptr; - } - const tflite::IfOptions *builtin_options_as_IfOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_IfOptions ? static_cast<const tflite::IfOptions *>(builtin_options()) : nullptr; - } - const tflite::WhileOptions *builtin_options_as_WhileOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_WhileOptions ? static_cast<const tflite::WhileOptions *>(builtin_options()) : nullptr; - } - const tflite::DepthToSpaceOptions *builtin_options_as_DepthToSpaceOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_DepthToSpaceOptions ? static_cast<const tflite::DepthToSpaceOptions *>(builtin_options()) : nullptr; - } - const tflite::NonMaxSuppressionV4Options *builtin_options_as_NonMaxSuppressionV4Options() const { - return builtin_options_type() == tflite::BuiltinOptions_NonMaxSuppressionV4Options ? static_cast<const tflite::NonMaxSuppressionV4Options *>(builtin_options()) : nullptr; - } - const tflite::NonMaxSuppressionV5Options *builtin_options_as_NonMaxSuppressionV5Options() const { - return builtin_options_type() == tflite::BuiltinOptions_NonMaxSuppressionV5Options ? static_cast<const tflite::NonMaxSuppressionV5Options *>(builtin_options()) : nullptr; - } - const tflite::ScatterNdOptions *builtin_options_as_ScatterNdOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ScatterNdOptions ? static_cast<const tflite::ScatterNdOptions *>(builtin_options()) : nullptr; - } - const tflite::SelectV2Options *builtin_options_as_SelectV2Options() const { - return builtin_options_type() == tflite::BuiltinOptions_SelectV2Options ? static_cast<const tflite::SelectV2Options *>(builtin_options()) : nullptr; - } - const tflite::DensifyOptions *builtin_options_as_DensifyOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_DensifyOptions ? static_cast<const tflite::DensifyOptions *>(builtin_options()) : nullptr; - } - const tflite::SegmentSumOptions *builtin_options_as_SegmentSumOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_SegmentSumOptions ? static_cast<const tflite::SegmentSumOptions *>(builtin_options()) : nullptr; - } - const tflite::BatchMatMulOptions *builtin_options_as_BatchMatMulOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_BatchMatMulOptions ? static_cast<const tflite::BatchMatMulOptions *>(builtin_options()) : nullptr; - } - const tflite::CumsumOptions *builtin_options_as_CumsumOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_CumsumOptions ? static_cast<const tflite::CumsumOptions *>(builtin_options()) : nullptr; - } - const tflite::CallOnceOptions *builtin_options_as_CallOnceOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_CallOnceOptions ? static_cast<const tflite::CallOnceOptions *>(builtin_options()) : nullptr; - } - const tflite::BroadcastToOptions *builtin_options_as_BroadcastToOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_BroadcastToOptions ? static_cast<const tflite::BroadcastToOptions *>(builtin_options()) : nullptr; - } - const tflite::Rfft2dOptions *builtin_options_as_Rfft2dOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_Rfft2dOptions ? static_cast<const tflite::Rfft2dOptions *>(builtin_options()) : nullptr; - } - const tflite::Conv3DOptions *builtin_options_as_Conv3DOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_Conv3DOptions ? static_cast<const tflite::Conv3DOptions *>(builtin_options()) : nullptr; - } - const tflite::HashtableOptions *builtin_options_as_HashtableOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_HashtableOptions ? static_cast<const tflite::HashtableOptions *>(builtin_options()) : nullptr; - } - const tflite::HashtableFindOptions *builtin_options_as_HashtableFindOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_HashtableFindOptions ? static_cast<const tflite::HashtableFindOptions *>(builtin_options()) : nullptr; - } - const tflite::HashtableImportOptions *builtin_options_as_HashtableImportOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_HashtableImportOptions ? static_cast<const tflite::HashtableImportOptions *>(builtin_options()) : nullptr; - } - const tflite::HashtableSizeOptions *builtin_options_as_HashtableSizeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_HashtableSizeOptions ? static_cast<const tflite::HashtableSizeOptions *>(builtin_options()) : nullptr; - } - const tflite::VarHandleOptions *builtin_options_as_VarHandleOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_VarHandleOptions ? static_cast<const tflite::VarHandleOptions *>(builtin_options()) : nullptr; - } - const tflite::ReadVariableOptions *builtin_options_as_ReadVariableOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_ReadVariableOptions ? static_cast<const tflite::ReadVariableOptions *>(builtin_options()) : nullptr; - } - const tflite::AssignVariableOptions *builtin_options_as_AssignVariableOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_AssignVariableOptions ? static_cast<const tflite::AssignVariableOptions *>(builtin_options()) : nullptr; - } - const tflite::RandomOptions *builtin_options_as_RandomOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_RandomOptions ? static_cast<const tflite::RandomOptions *>(builtin_options()) : nullptr; - } - const tflite::BucketizeOptions *builtin_options_as_BucketizeOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_BucketizeOptions ? static_cast<const tflite::BucketizeOptions *>(builtin_options()) : nullptr; - } - const tflite::GeluOptions *builtin_options_as_GeluOptions() const { - return builtin_options_type() == tflite::BuiltinOptions_GeluOptions ? static_cast<const tflite::GeluOptions *>(builtin_options()) : nullptr; - } - const flatbuffers::Vector<uint8_t> *custom_options() const { - return GetPointer<const flatbuffers::Vector<uint8_t> *>(VT_CUSTOM_OPTIONS); - } - tflite::CustomOptionsFormat custom_options_format() const { - return static_cast<tflite::CustomOptionsFormat>(GetField<int8_t>(VT_CUSTOM_OPTIONS_FORMAT, 0)); - } - const flatbuffers::Vector<uint8_t> *mutating_variable_inputs() const { - return GetPointer<const flatbuffers::Vector<uint8_t> *>(VT_MUTATING_VARIABLE_INPUTS); - } - const flatbuffers::Vector<int32_t> *intermediates() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_INTERMEDIATES); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint32_t>(verifier, VT_OPCODE_INDEX, 4) && - VerifyOffset(verifier, VT_INPUTS) && - verifier.VerifyVector(inputs()) && - VerifyOffset(verifier, VT_OUTPUTS) && - verifier.VerifyVector(outputs()) && - VerifyField<uint8_t>(verifier, VT_BUILTIN_OPTIONS_TYPE, 1) && - VerifyOffset(verifier, VT_BUILTIN_OPTIONS) && - VerifyBuiltinOptions(verifier, builtin_options(), builtin_options_type()) && - VerifyOffset(verifier, VT_CUSTOM_OPTIONS) && - verifier.VerifyVector(custom_options()) && - VerifyField<int8_t>(verifier, VT_CUSTOM_OPTIONS_FORMAT, 1) && - VerifyOffset(verifier, VT_MUTATING_VARIABLE_INPUTS) && - verifier.VerifyVector(mutating_variable_inputs()) && - VerifyOffset(verifier, VT_INTERMEDIATES) && - verifier.VerifyVector(intermediates()) && - verifier.EndTable(); - } -}; - -template<> inline const tflite::Conv2DOptions *Operator::builtin_options_as<tflite::Conv2DOptions>() const { - return builtin_options_as_Conv2DOptions(); -} - -template<> inline const tflite::DepthwiseConv2DOptions *Operator::builtin_options_as<tflite::DepthwiseConv2DOptions>() const { - return builtin_options_as_DepthwiseConv2DOptions(); -} - -template<> inline const tflite::ConcatEmbeddingsOptions *Operator::builtin_options_as<tflite::ConcatEmbeddingsOptions>() const { - return builtin_options_as_ConcatEmbeddingsOptions(); -} - -template<> inline const tflite::LSHProjectionOptions *Operator::builtin_options_as<tflite::LSHProjectionOptions>() const { - return builtin_options_as_LSHProjectionOptions(); -} - -template<> inline const tflite::Pool2DOptions *Operator::builtin_options_as<tflite::Pool2DOptions>() const { - return builtin_options_as_Pool2DOptions(); -} - -template<> inline const tflite::SVDFOptions *Operator::builtin_options_as<tflite::SVDFOptions>() const { - return builtin_options_as_SVDFOptions(); -} - -template<> inline const tflite::RNNOptions *Operator::builtin_options_as<tflite::RNNOptions>() const { - return builtin_options_as_RNNOptions(); -} - -template<> inline const tflite::FullyConnectedOptions *Operator::builtin_options_as<tflite::FullyConnectedOptions>() const { - return builtin_options_as_FullyConnectedOptions(); -} - -template<> inline const tflite::SoftmaxOptions *Operator::builtin_options_as<tflite::SoftmaxOptions>() const { - return builtin_options_as_SoftmaxOptions(); -} - -template<> inline const tflite::ConcatenationOptions *Operator::builtin_options_as<tflite::ConcatenationOptions>() const { - return builtin_options_as_ConcatenationOptions(); -} - -template<> inline const tflite::AddOptions *Operator::builtin_options_as<tflite::AddOptions>() const { - return builtin_options_as_AddOptions(); -} - -template<> inline const tflite::L2NormOptions *Operator::builtin_options_as<tflite::L2NormOptions>() const { - return builtin_options_as_L2NormOptions(); -} - -template<> inline const tflite::LocalResponseNormalizationOptions *Operator::builtin_options_as<tflite::LocalResponseNormalizationOptions>() const { - return builtin_options_as_LocalResponseNormalizationOptions(); -} - -template<> inline const tflite::LSTMOptions *Operator::builtin_options_as<tflite::LSTMOptions>() const { - return builtin_options_as_LSTMOptions(); -} - -template<> inline const tflite::ResizeBilinearOptions *Operator::builtin_options_as<tflite::ResizeBilinearOptions>() const { - return builtin_options_as_ResizeBilinearOptions(); -} - -template<> inline const tflite::CallOptions *Operator::builtin_options_as<tflite::CallOptions>() const { - return builtin_options_as_CallOptions(); -} - -template<> inline const tflite::ReshapeOptions *Operator::builtin_options_as<tflite::ReshapeOptions>() const { - return builtin_options_as_ReshapeOptions(); -} - -template<> inline const tflite::SkipGramOptions *Operator::builtin_options_as<tflite::SkipGramOptions>() const { - return builtin_options_as_SkipGramOptions(); -} - -template<> inline const tflite::SpaceToDepthOptions *Operator::builtin_options_as<tflite::SpaceToDepthOptions>() const { - return builtin_options_as_SpaceToDepthOptions(); -} - -template<> inline const tflite::EmbeddingLookupSparseOptions *Operator::builtin_options_as<tflite::EmbeddingLookupSparseOptions>() const { - return builtin_options_as_EmbeddingLookupSparseOptions(); -} - -template<> inline const tflite::MulOptions *Operator::builtin_options_as<tflite::MulOptions>() const { - return builtin_options_as_MulOptions(); -} - -template<> inline const tflite::PadOptions *Operator::builtin_options_as<tflite::PadOptions>() const { - return builtin_options_as_PadOptions(); -} - -template<> inline const tflite::GatherOptions *Operator::builtin_options_as<tflite::GatherOptions>() const { - return builtin_options_as_GatherOptions(); -} - -template<> inline const tflite::BatchToSpaceNDOptions *Operator::builtin_options_as<tflite::BatchToSpaceNDOptions>() const { - return builtin_options_as_BatchToSpaceNDOptions(); -} - -template<> inline const tflite::SpaceToBatchNDOptions *Operator::builtin_options_as<tflite::SpaceToBatchNDOptions>() const { - return builtin_options_as_SpaceToBatchNDOptions(); -} - -template<> inline const tflite::TransposeOptions *Operator::builtin_options_as<tflite::TransposeOptions>() const { - return builtin_options_as_TransposeOptions(); -} - -template<> inline const tflite::ReducerOptions *Operator::builtin_options_as<tflite::ReducerOptions>() const { - return builtin_options_as_ReducerOptions(); -} - -template<> inline const tflite::SubOptions *Operator::builtin_options_as<tflite::SubOptions>() const { - return builtin_options_as_SubOptions(); -} - -template<> inline const tflite::DivOptions *Operator::builtin_options_as<tflite::DivOptions>() const { - return builtin_options_as_DivOptions(); -} - -template<> inline const tflite::SqueezeOptions *Operator::builtin_options_as<tflite::SqueezeOptions>() const { - return builtin_options_as_SqueezeOptions(); -} - -template<> inline const tflite::SequenceRNNOptions *Operator::builtin_options_as<tflite::SequenceRNNOptions>() const { - return builtin_options_as_SequenceRNNOptions(); -} - -template<> inline const tflite::StridedSliceOptions *Operator::builtin_options_as<tflite::StridedSliceOptions>() const { - return builtin_options_as_StridedSliceOptions(); -} - -template<> inline const tflite::ExpOptions *Operator::builtin_options_as<tflite::ExpOptions>() const { - return builtin_options_as_ExpOptions(); -} - -template<> inline const tflite::TopKV2Options *Operator::builtin_options_as<tflite::TopKV2Options>() const { - return builtin_options_as_TopKV2Options(); -} - -template<> inline const tflite::SplitOptions *Operator::builtin_options_as<tflite::SplitOptions>() const { - return builtin_options_as_SplitOptions(); -} - -template<> inline const tflite::LogSoftmaxOptions *Operator::builtin_options_as<tflite::LogSoftmaxOptions>() const { - return builtin_options_as_LogSoftmaxOptions(); -} - -template<> inline const tflite::CastOptions *Operator::builtin_options_as<tflite::CastOptions>() const { - return builtin_options_as_CastOptions(); -} - -template<> inline const tflite::DequantizeOptions *Operator::builtin_options_as<tflite::DequantizeOptions>() const { - return builtin_options_as_DequantizeOptions(); -} - -template<> inline const tflite::MaximumMinimumOptions *Operator::builtin_options_as<tflite::MaximumMinimumOptions>() const { - return builtin_options_as_MaximumMinimumOptions(); -} - -template<> inline const tflite::ArgMaxOptions *Operator::builtin_options_as<tflite::ArgMaxOptions>() const { - return builtin_options_as_ArgMaxOptions(); -} - -template<> inline const tflite::LessOptions *Operator::builtin_options_as<tflite::LessOptions>() const { - return builtin_options_as_LessOptions(); -} - -template<> inline const tflite::NegOptions *Operator::builtin_options_as<tflite::NegOptions>() const { - return builtin_options_as_NegOptions(); -} - -template<> inline const tflite::PadV2Options *Operator::builtin_options_as<tflite::PadV2Options>() const { - return builtin_options_as_PadV2Options(); -} - -template<> inline const tflite::GreaterOptions *Operator::builtin_options_as<tflite::GreaterOptions>() const { - return builtin_options_as_GreaterOptions(); -} - -template<> inline const tflite::GreaterEqualOptions *Operator::builtin_options_as<tflite::GreaterEqualOptions>() const { - return builtin_options_as_GreaterEqualOptions(); -} - -template<> inline const tflite::LessEqualOptions *Operator::builtin_options_as<tflite::LessEqualOptions>() const { - return builtin_options_as_LessEqualOptions(); -} - -template<> inline const tflite::SelectOptions *Operator::builtin_options_as<tflite::SelectOptions>() const { - return builtin_options_as_SelectOptions(); -} - -template<> inline const tflite::SliceOptions *Operator::builtin_options_as<tflite::SliceOptions>() const { - return builtin_options_as_SliceOptions(); -} - -template<> inline const tflite::TransposeConvOptions *Operator::builtin_options_as<tflite::TransposeConvOptions>() const { - return builtin_options_as_TransposeConvOptions(); -} - -template<> inline const tflite::SparseToDenseOptions *Operator::builtin_options_as<tflite::SparseToDenseOptions>() const { - return builtin_options_as_SparseToDenseOptions(); -} - -template<> inline const tflite::TileOptions *Operator::builtin_options_as<tflite::TileOptions>() const { - return builtin_options_as_TileOptions(); -} - -template<> inline const tflite::ExpandDimsOptions *Operator::builtin_options_as<tflite::ExpandDimsOptions>() const { - return builtin_options_as_ExpandDimsOptions(); -} - -template<> inline const tflite::EqualOptions *Operator::builtin_options_as<tflite::EqualOptions>() const { - return builtin_options_as_EqualOptions(); -} - -template<> inline const tflite::NotEqualOptions *Operator::builtin_options_as<tflite::NotEqualOptions>() const { - return builtin_options_as_NotEqualOptions(); -} - -template<> inline const tflite::ShapeOptions *Operator::builtin_options_as<tflite::ShapeOptions>() const { - return builtin_options_as_ShapeOptions(); -} - -template<> inline const tflite::PowOptions *Operator::builtin_options_as<tflite::PowOptions>() const { - return builtin_options_as_PowOptions(); -} - -template<> inline const tflite::ArgMinOptions *Operator::builtin_options_as<tflite::ArgMinOptions>() const { - return builtin_options_as_ArgMinOptions(); -} - -template<> inline const tflite::FakeQuantOptions *Operator::builtin_options_as<tflite::FakeQuantOptions>() const { - return builtin_options_as_FakeQuantOptions(); -} - -template<> inline const tflite::PackOptions *Operator::builtin_options_as<tflite::PackOptions>() const { - return builtin_options_as_PackOptions(); -} - -template<> inline const tflite::LogicalOrOptions *Operator::builtin_options_as<tflite::LogicalOrOptions>() const { - return builtin_options_as_LogicalOrOptions(); -} - -template<> inline const tflite::OneHotOptions *Operator::builtin_options_as<tflite::OneHotOptions>() const { - return builtin_options_as_OneHotOptions(); -} - -template<> inline const tflite::LogicalAndOptions *Operator::builtin_options_as<tflite::LogicalAndOptions>() const { - return builtin_options_as_LogicalAndOptions(); -} - -template<> inline const tflite::LogicalNotOptions *Operator::builtin_options_as<tflite::LogicalNotOptions>() const { - return builtin_options_as_LogicalNotOptions(); -} - -template<> inline const tflite::UnpackOptions *Operator::builtin_options_as<tflite::UnpackOptions>() const { - return builtin_options_as_UnpackOptions(); -} - -template<> inline const tflite::FloorDivOptions *Operator::builtin_options_as<tflite::FloorDivOptions>() const { - return builtin_options_as_FloorDivOptions(); -} - -template<> inline const tflite::SquareOptions *Operator::builtin_options_as<tflite::SquareOptions>() const { - return builtin_options_as_SquareOptions(); -} - -template<> inline const tflite::ZerosLikeOptions *Operator::builtin_options_as<tflite::ZerosLikeOptions>() const { - return builtin_options_as_ZerosLikeOptions(); -} - -template<> inline const tflite::FillOptions *Operator::builtin_options_as<tflite::FillOptions>() const { - return builtin_options_as_FillOptions(); -} - -template<> inline const tflite::BidirectionalSequenceLSTMOptions *Operator::builtin_options_as<tflite::BidirectionalSequenceLSTMOptions>() const { - return builtin_options_as_BidirectionalSequenceLSTMOptions(); -} - -template<> inline const tflite::BidirectionalSequenceRNNOptions *Operator::builtin_options_as<tflite::BidirectionalSequenceRNNOptions>() const { - return builtin_options_as_BidirectionalSequenceRNNOptions(); -} - -template<> inline const tflite::UnidirectionalSequenceLSTMOptions *Operator::builtin_options_as<tflite::UnidirectionalSequenceLSTMOptions>() const { - return builtin_options_as_UnidirectionalSequenceLSTMOptions(); -} - -template<> inline const tflite::FloorModOptions *Operator::builtin_options_as<tflite::FloorModOptions>() const { - return builtin_options_as_FloorModOptions(); -} - -template<> inline const tflite::RangeOptions *Operator::builtin_options_as<tflite::RangeOptions>() const { - return builtin_options_as_RangeOptions(); -} - -template<> inline const tflite::ResizeNearestNeighborOptions *Operator::builtin_options_as<tflite::ResizeNearestNeighborOptions>() const { - return builtin_options_as_ResizeNearestNeighborOptions(); -} - -template<> inline const tflite::LeakyReluOptions *Operator::builtin_options_as<tflite::LeakyReluOptions>() const { - return builtin_options_as_LeakyReluOptions(); -} - -template<> inline const tflite::SquaredDifferenceOptions *Operator::builtin_options_as<tflite::SquaredDifferenceOptions>() const { - return builtin_options_as_SquaredDifferenceOptions(); -} - -template<> inline const tflite::MirrorPadOptions *Operator::builtin_options_as<tflite::MirrorPadOptions>() const { - return builtin_options_as_MirrorPadOptions(); -} - -template<> inline const tflite::AbsOptions *Operator::builtin_options_as<tflite::AbsOptions>() const { - return builtin_options_as_AbsOptions(); -} - -template<> inline const tflite::SplitVOptions *Operator::builtin_options_as<tflite::SplitVOptions>() const { - return builtin_options_as_SplitVOptions(); -} - -template<> inline const tflite::UniqueOptions *Operator::builtin_options_as<tflite::UniqueOptions>() const { - return builtin_options_as_UniqueOptions(); -} - -template<> inline const tflite::ReverseV2Options *Operator::builtin_options_as<tflite::ReverseV2Options>() const { - return builtin_options_as_ReverseV2Options(); -} - -template<> inline const tflite::AddNOptions *Operator::builtin_options_as<tflite::AddNOptions>() const { - return builtin_options_as_AddNOptions(); -} - -template<> inline const tflite::GatherNdOptions *Operator::builtin_options_as<tflite::GatherNdOptions>() const { - return builtin_options_as_GatherNdOptions(); -} - -template<> inline const tflite::CosOptions *Operator::builtin_options_as<tflite::CosOptions>() const { - return builtin_options_as_CosOptions(); -} - -template<> inline const tflite::WhereOptions *Operator::builtin_options_as<tflite::WhereOptions>() const { - return builtin_options_as_WhereOptions(); -} - -template<> inline const tflite::RankOptions *Operator::builtin_options_as<tflite::RankOptions>() const { - return builtin_options_as_RankOptions(); -} - -template<> inline const tflite::ReverseSequenceOptions *Operator::builtin_options_as<tflite::ReverseSequenceOptions>() const { - return builtin_options_as_ReverseSequenceOptions(); -} - -template<> inline const tflite::MatrixDiagOptions *Operator::builtin_options_as<tflite::MatrixDiagOptions>() const { - return builtin_options_as_MatrixDiagOptions(); -} - -template<> inline const tflite::QuantizeOptions *Operator::builtin_options_as<tflite::QuantizeOptions>() const { - return builtin_options_as_QuantizeOptions(); -} - -template<> inline const tflite::MatrixSetDiagOptions *Operator::builtin_options_as<tflite::MatrixSetDiagOptions>() const { - return builtin_options_as_MatrixSetDiagOptions(); -} - -template<> inline const tflite::HardSwishOptions *Operator::builtin_options_as<tflite::HardSwishOptions>() const { - return builtin_options_as_HardSwishOptions(); -} - -template<> inline const tflite::IfOptions *Operator::builtin_options_as<tflite::IfOptions>() const { - return builtin_options_as_IfOptions(); -} - -template<> inline const tflite::WhileOptions *Operator::builtin_options_as<tflite::WhileOptions>() const { - return builtin_options_as_WhileOptions(); -} - -template<> inline const tflite::DepthToSpaceOptions *Operator::builtin_options_as<tflite::DepthToSpaceOptions>() const { - return builtin_options_as_DepthToSpaceOptions(); -} - -template<> inline const tflite::NonMaxSuppressionV4Options *Operator::builtin_options_as<tflite::NonMaxSuppressionV4Options>() const { - return builtin_options_as_NonMaxSuppressionV4Options(); -} - -template<> inline const tflite::NonMaxSuppressionV5Options *Operator::builtin_options_as<tflite::NonMaxSuppressionV5Options>() const { - return builtin_options_as_NonMaxSuppressionV5Options(); -} - -template<> inline const tflite::ScatterNdOptions *Operator::builtin_options_as<tflite::ScatterNdOptions>() const { - return builtin_options_as_ScatterNdOptions(); -} - -template<> inline const tflite::SelectV2Options *Operator::builtin_options_as<tflite::SelectV2Options>() const { - return builtin_options_as_SelectV2Options(); -} - -template<> inline const tflite::DensifyOptions *Operator::builtin_options_as<tflite::DensifyOptions>() const { - return builtin_options_as_DensifyOptions(); -} - -template<> inline const tflite::SegmentSumOptions *Operator::builtin_options_as<tflite::SegmentSumOptions>() const { - return builtin_options_as_SegmentSumOptions(); -} - -template<> inline const tflite::BatchMatMulOptions *Operator::builtin_options_as<tflite::BatchMatMulOptions>() const { - return builtin_options_as_BatchMatMulOptions(); -} - -template<> inline const tflite::CumsumOptions *Operator::builtin_options_as<tflite::CumsumOptions>() const { - return builtin_options_as_CumsumOptions(); -} - -template<> inline const tflite::CallOnceOptions *Operator::builtin_options_as<tflite::CallOnceOptions>() const { - return builtin_options_as_CallOnceOptions(); -} - -template<> inline const tflite::BroadcastToOptions *Operator::builtin_options_as<tflite::BroadcastToOptions>() const { - return builtin_options_as_BroadcastToOptions(); -} - -template<> inline const tflite::Rfft2dOptions *Operator::builtin_options_as<tflite::Rfft2dOptions>() const { - return builtin_options_as_Rfft2dOptions(); -} - -template<> inline const tflite::Conv3DOptions *Operator::builtin_options_as<tflite::Conv3DOptions>() const { - return builtin_options_as_Conv3DOptions(); -} - -template<> inline const tflite::HashtableOptions *Operator::builtin_options_as<tflite::HashtableOptions>() const { - return builtin_options_as_HashtableOptions(); -} - -template<> inline const tflite::HashtableFindOptions *Operator::builtin_options_as<tflite::HashtableFindOptions>() const { - return builtin_options_as_HashtableFindOptions(); -} - -template<> inline const tflite::HashtableImportOptions *Operator::builtin_options_as<tflite::HashtableImportOptions>() const { - return builtin_options_as_HashtableImportOptions(); -} - -template<> inline const tflite::HashtableSizeOptions *Operator::builtin_options_as<tflite::HashtableSizeOptions>() const { - return builtin_options_as_HashtableSizeOptions(); -} - -template<> inline const tflite::VarHandleOptions *Operator::builtin_options_as<tflite::VarHandleOptions>() const { - return builtin_options_as_VarHandleOptions(); -} - -template<> inline const tflite::ReadVariableOptions *Operator::builtin_options_as<tflite::ReadVariableOptions>() const { - return builtin_options_as_ReadVariableOptions(); -} - -template<> inline const tflite::AssignVariableOptions *Operator::builtin_options_as<tflite::AssignVariableOptions>() const { - return builtin_options_as_AssignVariableOptions(); -} - -template<> inline const tflite::RandomOptions *Operator::builtin_options_as<tflite::RandomOptions>() const { - return builtin_options_as_RandomOptions(); -} - -template<> inline const tflite::BucketizeOptions *Operator::builtin_options_as<tflite::BucketizeOptions>() const { - return builtin_options_as_BucketizeOptions(); -} - -template<> inline const tflite::GeluOptions *Operator::builtin_options_as<tflite::GeluOptions>() const { - return builtin_options_as_GeluOptions(); -} - -struct OperatorBuilder { - typedef Operator Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_opcode_index(uint32_t opcode_index) { - fbb_.AddElement<uint32_t>(Operator::VT_OPCODE_INDEX, opcode_index, 0); - } - void add_inputs(flatbuffers::Offset<flatbuffers::Vector<int32_t>> inputs) { - fbb_.AddOffset(Operator::VT_INPUTS, inputs); - } - void add_outputs(flatbuffers::Offset<flatbuffers::Vector<int32_t>> outputs) { - fbb_.AddOffset(Operator::VT_OUTPUTS, outputs); - } - void add_builtin_options_type(tflite::BuiltinOptions builtin_options_type) { - fbb_.AddElement<uint8_t>(Operator::VT_BUILTIN_OPTIONS_TYPE, static_cast<uint8_t>(builtin_options_type), 0); - } - void add_builtin_options(flatbuffers::Offset<void> builtin_options) { - fbb_.AddOffset(Operator::VT_BUILTIN_OPTIONS, builtin_options); - } - void add_custom_options(flatbuffers::Offset<flatbuffers::Vector<uint8_t>> custom_options) { - fbb_.AddOffset(Operator::VT_CUSTOM_OPTIONS, custom_options); - } - void add_custom_options_format(tflite::CustomOptionsFormat custom_options_format) { - fbb_.AddElement<int8_t>(Operator::VT_CUSTOM_OPTIONS_FORMAT, static_cast<int8_t>(custom_options_format), 0); - } - void add_mutating_variable_inputs(flatbuffers::Offset<flatbuffers::Vector<uint8_t>> mutating_variable_inputs) { - fbb_.AddOffset(Operator::VT_MUTATING_VARIABLE_INPUTS, mutating_variable_inputs); - } - void add_intermediates(flatbuffers::Offset<flatbuffers::Vector<int32_t>> intermediates) { - fbb_.AddOffset(Operator::VT_INTERMEDIATES, intermediates); - } - explicit OperatorBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Operator> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Operator>(end); - return o; - } -}; - -inline flatbuffers::Offset<Operator> CreateOperator( - flatbuffers::FlatBufferBuilder &_fbb, - uint32_t opcode_index = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> inputs = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> outputs = 0, - tflite::BuiltinOptions builtin_options_type = tflite::BuiltinOptions_NONE, - flatbuffers::Offset<void> builtin_options = 0, - flatbuffers::Offset<flatbuffers::Vector<uint8_t>> custom_options = 0, - tflite::CustomOptionsFormat custom_options_format = tflite::CustomOptionsFormat_FLEXBUFFERS, - flatbuffers::Offset<flatbuffers::Vector<uint8_t>> mutating_variable_inputs = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> intermediates = 0) { - OperatorBuilder builder_(_fbb); - builder_.add_intermediates(intermediates); - builder_.add_mutating_variable_inputs(mutating_variable_inputs); - builder_.add_custom_options(custom_options); - builder_.add_builtin_options(builtin_options); - builder_.add_outputs(outputs); - builder_.add_inputs(inputs); - builder_.add_opcode_index(opcode_index); - builder_.add_custom_options_format(custom_options_format); - builder_.add_builtin_options_type(builtin_options_type); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Operator> CreateOperatorDirect( - flatbuffers::FlatBufferBuilder &_fbb, - uint32_t opcode_index = 0, - const std::vector<int32_t> *inputs = nullptr, - const std::vector<int32_t> *outputs = nullptr, - tflite::BuiltinOptions builtin_options_type = tflite::BuiltinOptions_NONE, - flatbuffers::Offset<void> builtin_options = 0, - const std::vector<uint8_t> *custom_options = nullptr, - tflite::CustomOptionsFormat custom_options_format = tflite::CustomOptionsFormat_FLEXBUFFERS, - const std::vector<uint8_t> *mutating_variable_inputs = nullptr, - const std::vector<int32_t> *intermediates = nullptr) { - auto inputs__ = inputs ? _fbb.CreateVector<int32_t>(*inputs) : 0; - auto outputs__ = outputs ? _fbb.CreateVector<int32_t>(*outputs) : 0; - auto custom_options__ = custom_options ? _fbb.CreateVector<uint8_t>(*custom_options) : 0; - auto mutating_variable_inputs__ = mutating_variable_inputs ? _fbb.CreateVector<uint8_t>(*mutating_variable_inputs) : 0; - auto intermediates__ = intermediates ? _fbb.CreateVector<int32_t>(*intermediates) : 0; - return tflite::CreateOperator( - _fbb, - opcode_index, - inputs__, - outputs__, - builtin_options_type, - builtin_options, - custom_options__, - custom_options_format, - mutating_variable_inputs__, - intermediates__); -} - -struct SubGraph FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SubGraphBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_TENSORS = 4, - VT_INPUTS = 6, - VT_OUTPUTS = 8, - VT_OPERATORS = 10, - VT_NAME = 12 - }; - const flatbuffers::Vector<flatbuffers::Offset<tflite::Tensor>> *tensors() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::Tensor>> *>(VT_TENSORS); - } - const flatbuffers::Vector<int32_t> *inputs() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_INPUTS); - } - const flatbuffers::Vector<int32_t> *outputs() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_OUTPUTS); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::Operator>> *operators() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::Operator>> *>(VT_OPERATORS); - } - const flatbuffers::String *name() const { - return GetPointer<const flatbuffers::String *>(VT_NAME); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_TENSORS) && - verifier.VerifyVector(tensors()) && - verifier.VerifyVectorOfTables(tensors()) && - VerifyOffset(verifier, VT_INPUTS) && - verifier.VerifyVector(inputs()) && - VerifyOffset(verifier, VT_OUTPUTS) && - verifier.VerifyVector(outputs()) && - VerifyOffset(verifier, VT_OPERATORS) && - verifier.VerifyVector(operators()) && - verifier.VerifyVectorOfTables(operators()) && - VerifyOffset(verifier, VT_NAME) && - verifier.VerifyString(name()) && - verifier.EndTable(); - } -}; - -struct SubGraphBuilder { - typedef SubGraph Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_tensors(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Tensor>>> tensors) { - fbb_.AddOffset(SubGraph::VT_TENSORS, tensors); - } - void add_inputs(flatbuffers::Offset<flatbuffers::Vector<int32_t>> inputs) { - fbb_.AddOffset(SubGraph::VT_INPUTS, inputs); - } - void add_outputs(flatbuffers::Offset<flatbuffers::Vector<int32_t>> outputs) { - fbb_.AddOffset(SubGraph::VT_OUTPUTS, outputs); - } - void add_operators(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Operator>>> operators) { - fbb_.AddOffset(SubGraph::VT_OPERATORS, operators); - } - void add_name(flatbuffers::Offset<flatbuffers::String> name) { - fbb_.AddOffset(SubGraph::VT_NAME, name); - } - explicit SubGraphBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SubGraph> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SubGraph>(end); - return o; - } -}; - -inline flatbuffers::Offset<SubGraph> CreateSubGraph( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Tensor>>> tensors = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> inputs = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> outputs = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Operator>>> operators = 0, - flatbuffers::Offset<flatbuffers::String> name = 0) { - SubGraphBuilder builder_(_fbb); - builder_.add_name(name); - builder_.add_operators(operators); - builder_.add_outputs(outputs); - builder_.add_inputs(inputs); - builder_.add_tensors(tensors); - return builder_.Finish(); -} - -inline flatbuffers::Offset<SubGraph> CreateSubGraphDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<flatbuffers::Offset<tflite::Tensor>> *tensors = nullptr, - const std::vector<int32_t> *inputs = nullptr, - const std::vector<int32_t> *outputs = nullptr, - const std::vector<flatbuffers::Offset<tflite::Operator>> *operators = nullptr, - const char *name = nullptr) { - auto tensors__ = tensors ? _fbb.CreateVector<flatbuffers::Offset<tflite::Tensor>>(*tensors) : 0; - auto inputs__ = inputs ? _fbb.CreateVector<int32_t>(*inputs) : 0; - auto outputs__ = outputs ? _fbb.CreateVector<int32_t>(*outputs) : 0; - auto operators__ = operators ? _fbb.CreateVector<flatbuffers::Offset<tflite::Operator>>(*operators) : 0; - auto name__ = name ? _fbb.CreateString(name) : 0; - return tflite::CreateSubGraph( - _fbb, - tensors__, - inputs__, - outputs__, - operators__, - name__); -} - -struct Buffer FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef BufferBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_DATA = 4 - }; - const flatbuffers::Vector<uint8_t> *data() const { - return GetPointer<const flatbuffers::Vector<uint8_t> *>(VT_DATA); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_DATA) && - verifier.VerifyVector(data()) && - verifier.EndTable(); - } -}; - -struct BufferBuilder { - typedef Buffer Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_data(flatbuffers::Offset<flatbuffers::Vector<uint8_t>> data) { - fbb_.AddOffset(Buffer::VT_DATA, data); - } - explicit BufferBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Buffer> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Buffer>(end); - return o; - } -}; - -inline flatbuffers::Offset<Buffer> CreateBuffer( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<uint8_t>> data = 0) { - BufferBuilder builder_(_fbb); - builder_.add_data(data); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Buffer> CreateBufferDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<uint8_t> *data = nullptr) { - if (data) { _fbb.ForceVectorAlignment(data->size(), sizeof(uint8_t), 16); } - auto data__ = data ? _fbb.CreateVector<uint8_t>(*data) : 0; - return tflite::CreateBuffer( - _fbb, - data__); -} - -struct Metadata FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef MetadataBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NAME = 4, - VT_BUFFER = 6 - }; - const flatbuffers::String *name() const { - return GetPointer<const flatbuffers::String *>(VT_NAME); - } - uint32_t buffer() const { - return GetField<uint32_t>(VT_BUFFER, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_NAME) && - verifier.VerifyString(name()) && - VerifyField<uint32_t>(verifier, VT_BUFFER, 4) && - verifier.EndTable(); - } -}; - -struct MetadataBuilder { - typedef Metadata Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_name(flatbuffers::Offset<flatbuffers::String> name) { - fbb_.AddOffset(Metadata::VT_NAME, name); - } - void add_buffer(uint32_t buffer) { - fbb_.AddElement<uint32_t>(Metadata::VT_BUFFER, buffer, 0); - } - explicit MetadataBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Metadata> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Metadata>(end); - return o; - } -}; - -inline flatbuffers::Offset<Metadata> CreateMetadata( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::String> name = 0, - uint32_t buffer = 0) { - MetadataBuilder builder_(_fbb); - builder_.add_buffer(buffer); - builder_.add_name(name); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Metadata> CreateMetadataDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const char *name = nullptr, - uint32_t buffer = 0) { - auto name__ = name ? _fbb.CreateString(name) : 0; - return tflite::CreateMetadata( - _fbb, - name__, - buffer); -} - -struct TensorMap FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef TensorMapBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_NAME = 4, - VT_TENSOR_INDEX = 6 - }; - const flatbuffers::String *name() const { - return GetPointer<const flatbuffers::String *>(VT_NAME); - } - uint32_t tensor_index() const { - return GetField<uint32_t>(VT_TENSOR_INDEX, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_NAME) && - verifier.VerifyString(name()) && - VerifyField<uint32_t>(verifier, VT_TENSOR_INDEX, 4) && - verifier.EndTable(); - } -}; - -struct TensorMapBuilder { - typedef TensorMap Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_name(flatbuffers::Offset<flatbuffers::String> name) { - fbb_.AddOffset(TensorMap::VT_NAME, name); - } - void add_tensor_index(uint32_t tensor_index) { - fbb_.AddElement<uint32_t>(TensorMap::VT_TENSOR_INDEX, tensor_index, 0); - } - explicit TensorMapBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<TensorMap> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<TensorMap>(end); - return o; - } -}; - -inline flatbuffers::Offset<TensorMap> CreateTensorMap( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::String> name = 0, - uint32_t tensor_index = 0) { - TensorMapBuilder builder_(_fbb); - builder_.add_tensor_index(tensor_index); - builder_.add_name(name); - return builder_.Finish(); -} - -inline flatbuffers::Offset<TensorMap> CreateTensorMapDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const char *name = nullptr, - uint32_t tensor_index = 0) { - auto name__ = name ? _fbb.CreateString(name) : 0; - return tflite::CreateTensorMap( - _fbb, - name__, - tensor_index); -} - -struct SignatureDef FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef SignatureDefBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_INPUTS = 4, - VT_OUTPUTS = 6, - VT_SIGNATURE_KEY = 8, - VT_SUBGRAPH_INDEX = 12 - }; - const flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>> *inputs() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>> *>(VT_INPUTS); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>> *outputs() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>> *>(VT_OUTPUTS); - } - const flatbuffers::String *signature_key() const { - return GetPointer<const flatbuffers::String *>(VT_SIGNATURE_KEY); - } - uint32_t subgraph_index() const { - return GetField<uint32_t>(VT_SUBGRAPH_INDEX, 0); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyOffset(verifier, VT_INPUTS) && - verifier.VerifyVector(inputs()) && - verifier.VerifyVectorOfTables(inputs()) && - VerifyOffset(verifier, VT_OUTPUTS) && - verifier.VerifyVector(outputs()) && - verifier.VerifyVectorOfTables(outputs()) && - VerifyOffset(verifier, VT_SIGNATURE_KEY) && - verifier.VerifyString(signature_key()) && - VerifyField<uint32_t>(verifier, VT_SUBGRAPH_INDEX, 4) && - verifier.EndTable(); - } -}; - -struct SignatureDefBuilder { - typedef SignatureDef Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_inputs(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>>> inputs) { - fbb_.AddOffset(SignatureDef::VT_INPUTS, inputs); - } - void add_outputs(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>>> outputs) { - fbb_.AddOffset(SignatureDef::VT_OUTPUTS, outputs); - } - void add_signature_key(flatbuffers::Offset<flatbuffers::String> signature_key) { - fbb_.AddOffset(SignatureDef::VT_SIGNATURE_KEY, signature_key); - } - void add_subgraph_index(uint32_t subgraph_index) { - fbb_.AddElement<uint32_t>(SignatureDef::VT_SUBGRAPH_INDEX, subgraph_index, 0); - } - explicit SignatureDefBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<SignatureDef> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<SignatureDef>(end); - return o; - } -}; - -inline flatbuffers::Offset<SignatureDef> CreateSignatureDef( - flatbuffers::FlatBufferBuilder &_fbb, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>>> inputs = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::TensorMap>>> outputs = 0, - flatbuffers::Offset<flatbuffers::String> signature_key = 0, - uint32_t subgraph_index = 0) { - SignatureDefBuilder builder_(_fbb); - builder_.add_subgraph_index(subgraph_index); - builder_.add_signature_key(signature_key); - builder_.add_outputs(outputs); - builder_.add_inputs(inputs); - return builder_.Finish(); -} - -inline flatbuffers::Offset<SignatureDef> CreateSignatureDefDirect( - flatbuffers::FlatBufferBuilder &_fbb, - const std::vector<flatbuffers::Offset<tflite::TensorMap>> *inputs = nullptr, - const std::vector<flatbuffers::Offset<tflite::TensorMap>> *outputs = nullptr, - const char *signature_key = nullptr, - uint32_t subgraph_index = 0) { - auto inputs__ = inputs ? _fbb.CreateVector<flatbuffers::Offset<tflite::TensorMap>>(*inputs) : 0; - auto outputs__ = outputs ? _fbb.CreateVector<flatbuffers::Offset<tflite::TensorMap>>(*outputs) : 0; - auto signature_key__ = signature_key ? _fbb.CreateString(signature_key) : 0; - return tflite::CreateSignatureDef( - _fbb, - inputs__, - outputs__, - signature_key__, - subgraph_index); -} - -struct Model FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table { - typedef ModelBuilder Builder; - enum FlatBuffersVTableOffset FLATBUFFERS_VTABLE_UNDERLYING_TYPE { - VT_VERSION = 4, - VT_OPERATOR_CODES = 6, - VT_SUBGRAPHS = 8, - VT_DESCRIPTION = 10, - VT_BUFFERS = 12, - VT_METADATA_BUFFER = 14, - VT_METADATA = 16, - VT_SIGNATURE_DEFS = 18 - }; - uint32_t version() const { - return GetField<uint32_t>(VT_VERSION, 0); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::OperatorCode>> *operator_codes() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::OperatorCode>> *>(VT_OPERATOR_CODES); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::SubGraph>> *subgraphs() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::SubGraph>> *>(VT_SUBGRAPHS); - } - const flatbuffers::String *description() const { - return GetPointer<const flatbuffers::String *>(VT_DESCRIPTION); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::Buffer>> *buffers() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::Buffer>> *>(VT_BUFFERS); - } - const flatbuffers::Vector<int32_t> *metadata_buffer() const { - return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_METADATA_BUFFER); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::Metadata>> *metadata() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::Metadata>> *>(VT_METADATA); - } - const flatbuffers::Vector<flatbuffers::Offset<tflite::SignatureDef>> *signature_defs() const { - return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<tflite::SignatureDef>> *>(VT_SIGNATURE_DEFS); - } - bool Verify(flatbuffers::Verifier &verifier) const { - return VerifyTableStart(verifier) && - VerifyField<uint32_t>(verifier, VT_VERSION, 4) && - VerifyOffset(verifier, VT_OPERATOR_CODES) && - verifier.VerifyVector(operator_codes()) && - verifier.VerifyVectorOfTables(operator_codes()) && - VerifyOffset(verifier, VT_SUBGRAPHS) && - verifier.VerifyVector(subgraphs()) && - verifier.VerifyVectorOfTables(subgraphs()) && - VerifyOffset(verifier, VT_DESCRIPTION) && - verifier.VerifyString(description()) && - VerifyOffset(verifier, VT_BUFFERS) && - verifier.VerifyVector(buffers()) && - verifier.VerifyVectorOfTables(buffers()) && - VerifyOffset(verifier, VT_METADATA_BUFFER) && - verifier.VerifyVector(metadata_buffer()) && - VerifyOffset(verifier, VT_METADATA) && - verifier.VerifyVector(metadata()) && - verifier.VerifyVectorOfTables(metadata()) && - VerifyOffset(verifier, VT_SIGNATURE_DEFS) && - verifier.VerifyVector(signature_defs()) && - verifier.VerifyVectorOfTables(signature_defs()) && - verifier.EndTable(); - } -}; - -struct ModelBuilder { - typedef Model Table; - flatbuffers::FlatBufferBuilder &fbb_; - flatbuffers::uoffset_t start_; - void add_version(uint32_t version) { - fbb_.AddElement<uint32_t>(Model::VT_VERSION, version, 0); - } - void add_operator_codes(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::OperatorCode>>> operator_codes) { - fbb_.AddOffset(Model::VT_OPERATOR_CODES, operator_codes); - } - void add_subgraphs(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::SubGraph>>> subgraphs) { - fbb_.AddOffset(Model::VT_SUBGRAPHS, subgraphs); - } - void add_description(flatbuffers::Offset<flatbuffers::String> description) { - fbb_.AddOffset(Model::VT_DESCRIPTION, description); - } - void add_buffers(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Buffer>>> buffers) { - fbb_.AddOffset(Model::VT_BUFFERS, buffers); - } - void add_metadata_buffer(flatbuffers::Offset<flatbuffers::Vector<int32_t>> metadata_buffer) { - fbb_.AddOffset(Model::VT_METADATA_BUFFER, metadata_buffer); - } - void add_metadata(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Metadata>>> metadata) { - fbb_.AddOffset(Model::VT_METADATA, metadata); - } - void add_signature_defs(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::SignatureDef>>> signature_defs) { - fbb_.AddOffset(Model::VT_SIGNATURE_DEFS, signature_defs); - } - explicit ModelBuilder(flatbuffers::FlatBufferBuilder &_fbb) - : fbb_(_fbb) { - start_ = fbb_.StartTable(); - } - flatbuffers::Offset<Model> Finish() { - const auto end = fbb_.EndTable(start_); - auto o = flatbuffers::Offset<Model>(end); - return o; - } -}; - -inline flatbuffers::Offset<Model> CreateModel( - flatbuffers::FlatBufferBuilder &_fbb, - uint32_t version = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::OperatorCode>>> operator_codes = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::SubGraph>>> subgraphs = 0, - flatbuffers::Offset<flatbuffers::String> description = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Buffer>>> buffers = 0, - flatbuffers::Offset<flatbuffers::Vector<int32_t>> metadata_buffer = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::Metadata>>> metadata = 0, - flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<tflite::SignatureDef>>> signature_defs = 0) { - ModelBuilder builder_(_fbb); - builder_.add_signature_defs(signature_defs); - builder_.add_metadata(metadata); - builder_.add_metadata_buffer(metadata_buffer); - builder_.add_buffers(buffers); - builder_.add_description(description); - builder_.add_subgraphs(subgraphs); - builder_.add_operator_codes(operator_codes); - builder_.add_version(version); - return builder_.Finish(); -} - -inline flatbuffers::Offset<Model> CreateModelDirect( - flatbuffers::FlatBufferBuilder &_fbb, - uint32_t version = 0, - const std::vector<flatbuffers::Offset<tflite::OperatorCode>> *operator_codes = nullptr, - const std::vector<flatbuffers::Offset<tflite::SubGraph>> *subgraphs = nullptr, - const char *description = nullptr, - const std::vector<flatbuffers::Offset<tflite::Buffer>> *buffers = nullptr, - const std::vector<int32_t> *metadata_buffer = nullptr, - const std::vector<flatbuffers::Offset<tflite::Metadata>> *metadata = nullptr, - const std::vector<flatbuffers::Offset<tflite::SignatureDef>> *signature_defs = nullptr) { - auto operator_codes__ = operator_codes ? _fbb.CreateVector<flatbuffers::Offset<tflite::OperatorCode>>(*operator_codes) : 0; - auto subgraphs__ = subgraphs ? _fbb.CreateVector<flatbuffers::Offset<tflite::SubGraph>>(*subgraphs) : 0; - auto description__ = description ? _fbb.CreateString(description) : 0; - auto buffers__ = buffers ? _fbb.CreateVector<flatbuffers::Offset<tflite::Buffer>>(*buffers) : 0; - auto metadata_buffer__ = metadata_buffer ? _fbb.CreateVector<int32_t>(*metadata_buffer) : 0; - auto metadata__ = metadata ? _fbb.CreateVector<flatbuffers::Offset<tflite::Metadata>>(*metadata) : 0; - auto signature_defs__ = signature_defs ? _fbb.CreateVector<flatbuffers::Offset<tflite::SignatureDef>>(*signature_defs) : 0; - return tflite::CreateModel( - _fbb, - version, - operator_codes__, - subgraphs__, - description__, - buffers__, - metadata_buffer__, - metadata__, - signature_defs__); -} - -inline bool VerifyQuantizationDetails(flatbuffers::Verifier &verifier, const void *obj, QuantizationDetails type) { - switch (type) { - case QuantizationDetails_NONE: { - return true; - } - case QuantizationDetails_CustomQuantization: { - auto ptr = reinterpret_cast<const tflite::CustomQuantization *>(obj); - return verifier.VerifyTable(ptr); - } - default: return true; - } -} - -inline bool VerifyQuantizationDetailsVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector<flatbuffers::Offset<void>> *values, const flatbuffers::Vector<uint8_t> *types) { - if (!values || !types) return !values && !types; - if (values->size() != types->size()) return false; - for (flatbuffers::uoffset_t i = 0; i < values->size(); ++i) { - if (!VerifyQuantizationDetails( - verifier, values->Get(i), types->GetEnum<QuantizationDetails>(i))) { - return false; - } - } - return true; -} - -inline bool VerifySparseIndexVector(flatbuffers::Verifier &verifier, const void *obj, SparseIndexVector type) { - switch (type) { - case SparseIndexVector_NONE: { - return true; - } - case SparseIndexVector_Int32Vector: { - auto ptr = reinterpret_cast<const tflite::Int32Vector *>(obj); - return verifier.VerifyTable(ptr); - } - case SparseIndexVector_Uint16Vector: { - auto ptr = reinterpret_cast<const tflite::Uint16Vector *>(obj); - return verifier.VerifyTable(ptr); - } - case SparseIndexVector_Uint8Vector: { - auto ptr = reinterpret_cast<const tflite::Uint8Vector *>(obj); - return verifier.VerifyTable(ptr); - } - default: return true; - } -} - -inline bool VerifySparseIndexVectorVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector<flatbuffers::Offset<void>> *values, const flatbuffers::Vector<uint8_t> *types) { - if (!values || !types) return !values && !types; - if (values->size() != types->size()) return false; - for (flatbuffers::uoffset_t i = 0; i < values->size(); ++i) { - if (!VerifySparseIndexVector( - verifier, values->Get(i), types->GetEnum<SparseIndexVector>(i))) { - return false; - } - } - return true; -} - -inline bool VerifyBuiltinOptions(flatbuffers::Verifier &verifier, const void *obj, BuiltinOptions type) { - switch (type) { - case BuiltinOptions_NONE: { - return true; - } - case BuiltinOptions_Conv2DOptions: { - auto ptr = reinterpret_cast<const tflite::Conv2DOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_DepthwiseConv2DOptions: { - auto ptr = reinterpret_cast<const tflite::DepthwiseConv2DOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ConcatEmbeddingsOptions: { - auto ptr = reinterpret_cast<const tflite::ConcatEmbeddingsOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LSHProjectionOptions: { - auto ptr = reinterpret_cast<const tflite::LSHProjectionOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_Pool2DOptions: { - auto ptr = reinterpret_cast<const tflite::Pool2DOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SVDFOptions: { - auto ptr = reinterpret_cast<const tflite::SVDFOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_RNNOptions: { - auto ptr = reinterpret_cast<const tflite::RNNOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_FullyConnectedOptions: { - auto ptr = reinterpret_cast<const tflite::FullyConnectedOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SoftmaxOptions: { - auto ptr = reinterpret_cast<const tflite::SoftmaxOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ConcatenationOptions: { - auto ptr = reinterpret_cast<const tflite::ConcatenationOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_AddOptions: { - auto ptr = reinterpret_cast<const tflite::AddOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_L2NormOptions: { - auto ptr = reinterpret_cast<const tflite::L2NormOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LocalResponseNormalizationOptions: { - auto ptr = reinterpret_cast<const tflite::LocalResponseNormalizationOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LSTMOptions: { - auto ptr = reinterpret_cast<const tflite::LSTMOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ResizeBilinearOptions: { - auto ptr = reinterpret_cast<const tflite::ResizeBilinearOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_CallOptions: { - auto ptr = reinterpret_cast<const tflite::CallOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ReshapeOptions: { - auto ptr = reinterpret_cast<const tflite::ReshapeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SkipGramOptions: { - auto ptr = reinterpret_cast<const tflite::SkipGramOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SpaceToDepthOptions: { - auto ptr = reinterpret_cast<const tflite::SpaceToDepthOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_EmbeddingLookupSparseOptions: { - auto ptr = reinterpret_cast<const tflite::EmbeddingLookupSparseOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_MulOptions: { - auto ptr = reinterpret_cast<const tflite::MulOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_PadOptions: { - auto ptr = reinterpret_cast<const tflite::PadOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_GatherOptions: { - auto ptr = reinterpret_cast<const tflite::GatherOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_BatchToSpaceNDOptions: { - auto ptr = reinterpret_cast<const tflite::BatchToSpaceNDOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SpaceToBatchNDOptions: { - auto ptr = reinterpret_cast<const tflite::SpaceToBatchNDOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_TransposeOptions: { - auto ptr = reinterpret_cast<const tflite::TransposeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ReducerOptions: { - auto ptr = reinterpret_cast<const tflite::ReducerOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SubOptions: { - auto ptr = reinterpret_cast<const tflite::SubOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_DivOptions: { - auto ptr = reinterpret_cast<const tflite::DivOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SqueezeOptions: { - auto ptr = reinterpret_cast<const tflite::SqueezeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SequenceRNNOptions: { - auto ptr = reinterpret_cast<const tflite::SequenceRNNOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_StridedSliceOptions: { - auto ptr = reinterpret_cast<const tflite::StridedSliceOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ExpOptions: { - auto ptr = reinterpret_cast<const tflite::ExpOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_TopKV2Options: { - auto ptr = reinterpret_cast<const tflite::TopKV2Options *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SplitOptions: { - auto ptr = reinterpret_cast<const tflite::SplitOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LogSoftmaxOptions: { - auto ptr = reinterpret_cast<const tflite::LogSoftmaxOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_CastOptions: { - auto ptr = reinterpret_cast<const tflite::CastOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_DequantizeOptions: { - auto ptr = reinterpret_cast<const tflite::DequantizeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_MaximumMinimumOptions: { - auto ptr = reinterpret_cast<const tflite::MaximumMinimumOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ArgMaxOptions: { - auto ptr = reinterpret_cast<const tflite::ArgMaxOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LessOptions: { - auto ptr = reinterpret_cast<const tflite::LessOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_NegOptions: { - auto ptr = reinterpret_cast<const tflite::NegOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_PadV2Options: { - auto ptr = reinterpret_cast<const tflite::PadV2Options *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_GreaterOptions: { - auto ptr = reinterpret_cast<const tflite::GreaterOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_GreaterEqualOptions: { - auto ptr = reinterpret_cast<const tflite::GreaterEqualOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LessEqualOptions: { - auto ptr = reinterpret_cast<const tflite::LessEqualOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SelectOptions: { - auto ptr = reinterpret_cast<const tflite::SelectOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SliceOptions: { - auto ptr = reinterpret_cast<const tflite::SliceOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_TransposeConvOptions: { - auto ptr = reinterpret_cast<const tflite::TransposeConvOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SparseToDenseOptions: { - auto ptr = reinterpret_cast<const tflite::SparseToDenseOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_TileOptions: { - auto ptr = reinterpret_cast<const tflite::TileOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ExpandDimsOptions: { - auto ptr = reinterpret_cast<const tflite::ExpandDimsOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_EqualOptions: { - auto ptr = reinterpret_cast<const tflite::EqualOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_NotEqualOptions: { - auto ptr = reinterpret_cast<const tflite::NotEqualOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ShapeOptions: { - auto ptr = reinterpret_cast<const tflite::ShapeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_PowOptions: { - auto ptr = reinterpret_cast<const tflite::PowOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ArgMinOptions: { - auto ptr = reinterpret_cast<const tflite::ArgMinOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_FakeQuantOptions: { - auto ptr = reinterpret_cast<const tflite::FakeQuantOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_PackOptions: { - auto ptr = reinterpret_cast<const tflite::PackOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LogicalOrOptions: { - auto ptr = reinterpret_cast<const tflite::LogicalOrOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_OneHotOptions: { - auto ptr = reinterpret_cast<const tflite::OneHotOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LogicalAndOptions: { - auto ptr = reinterpret_cast<const tflite::LogicalAndOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LogicalNotOptions: { - auto ptr = reinterpret_cast<const tflite::LogicalNotOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_UnpackOptions: { - auto ptr = reinterpret_cast<const tflite::UnpackOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_FloorDivOptions: { - auto ptr = reinterpret_cast<const tflite::FloorDivOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SquareOptions: { - auto ptr = reinterpret_cast<const tflite::SquareOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ZerosLikeOptions: { - auto ptr = reinterpret_cast<const tflite::ZerosLikeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_FillOptions: { - auto ptr = reinterpret_cast<const tflite::FillOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_BidirectionalSequenceLSTMOptions: { - auto ptr = reinterpret_cast<const tflite::BidirectionalSequenceLSTMOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_BidirectionalSequenceRNNOptions: { - auto ptr = reinterpret_cast<const tflite::BidirectionalSequenceRNNOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_UnidirectionalSequenceLSTMOptions: { - auto ptr = reinterpret_cast<const tflite::UnidirectionalSequenceLSTMOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_FloorModOptions: { - auto ptr = reinterpret_cast<const tflite::FloorModOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_RangeOptions: { - auto ptr = reinterpret_cast<const tflite::RangeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ResizeNearestNeighborOptions: { - auto ptr = reinterpret_cast<const tflite::ResizeNearestNeighborOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_LeakyReluOptions: { - auto ptr = reinterpret_cast<const tflite::LeakyReluOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SquaredDifferenceOptions: { - auto ptr = reinterpret_cast<const tflite::SquaredDifferenceOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_MirrorPadOptions: { - auto ptr = reinterpret_cast<const tflite::MirrorPadOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_AbsOptions: { - auto ptr = reinterpret_cast<const tflite::AbsOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SplitVOptions: { - auto ptr = reinterpret_cast<const tflite::SplitVOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_UniqueOptions: { - auto ptr = reinterpret_cast<const tflite::UniqueOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ReverseV2Options: { - auto ptr = reinterpret_cast<const tflite::ReverseV2Options *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_AddNOptions: { - auto ptr = reinterpret_cast<const tflite::AddNOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_GatherNdOptions: { - auto ptr = reinterpret_cast<const tflite::GatherNdOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_CosOptions: { - auto ptr = reinterpret_cast<const tflite::CosOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_WhereOptions: { - auto ptr = reinterpret_cast<const tflite::WhereOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_RankOptions: { - auto ptr = reinterpret_cast<const tflite::RankOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ReverseSequenceOptions: { - auto ptr = reinterpret_cast<const tflite::ReverseSequenceOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_MatrixDiagOptions: { - auto ptr = reinterpret_cast<const tflite::MatrixDiagOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_QuantizeOptions: { - auto ptr = reinterpret_cast<const tflite::QuantizeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_MatrixSetDiagOptions: { - auto ptr = reinterpret_cast<const tflite::MatrixSetDiagOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_HardSwishOptions: { - auto ptr = reinterpret_cast<const tflite::HardSwishOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_IfOptions: { - auto ptr = reinterpret_cast<const tflite::IfOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_WhileOptions: { - auto ptr = reinterpret_cast<const tflite::WhileOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_DepthToSpaceOptions: { - auto ptr = reinterpret_cast<const tflite::DepthToSpaceOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_NonMaxSuppressionV4Options: { - auto ptr = reinterpret_cast<const tflite::NonMaxSuppressionV4Options *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_NonMaxSuppressionV5Options: { - auto ptr = reinterpret_cast<const tflite::NonMaxSuppressionV5Options *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ScatterNdOptions: { - auto ptr = reinterpret_cast<const tflite::ScatterNdOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SelectV2Options: { - auto ptr = reinterpret_cast<const tflite::SelectV2Options *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_DensifyOptions: { - auto ptr = reinterpret_cast<const tflite::DensifyOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_SegmentSumOptions: { - auto ptr = reinterpret_cast<const tflite::SegmentSumOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_BatchMatMulOptions: { - auto ptr = reinterpret_cast<const tflite::BatchMatMulOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_CumsumOptions: { - auto ptr = reinterpret_cast<const tflite::CumsumOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_CallOnceOptions: { - auto ptr = reinterpret_cast<const tflite::CallOnceOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_BroadcastToOptions: { - auto ptr = reinterpret_cast<const tflite::BroadcastToOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_Rfft2dOptions: { - auto ptr = reinterpret_cast<const tflite::Rfft2dOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_Conv3DOptions: { - auto ptr = reinterpret_cast<const tflite::Conv3DOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_HashtableOptions: { - auto ptr = reinterpret_cast<const tflite::HashtableOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_HashtableFindOptions: { - auto ptr = reinterpret_cast<const tflite::HashtableFindOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_HashtableImportOptions: { - auto ptr = reinterpret_cast<const tflite::HashtableImportOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_HashtableSizeOptions: { - auto ptr = reinterpret_cast<const tflite::HashtableSizeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_VarHandleOptions: { - auto ptr = reinterpret_cast<const tflite::VarHandleOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_ReadVariableOptions: { - auto ptr = reinterpret_cast<const tflite::ReadVariableOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_AssignVariableOptions: { - auto ptr = reinterpret_cast<const tflite::AssignVariableOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_RandomOptions: { - auto ptr = reinterpret_cast<const tflite::RandomOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_BucketizeOptions: { - auto ptr = reinterpret_cast<const tflite::BucketizeOptions *>(obj); - return verifier.VerifyTable(ptr); - } - case BuiltinOptions_GeluOptions: { - auto ptr = reinterpret_cast<const tflite::GeluOptions *>(obj); - return verifier.VerifyTable(ptr); - } - default: return true; - } -} - -inline bool VerifyBuiltinOptionsVector(flatbuffers::Verifier &verifier, const flatbuffers::Vector<flatbuffers::Offset<void>> *values, const flatbuffers::Vector<uint8_t> *types) { - if (!values || !types) return !values && !types; - if (values->size() != types->size()) return false; - for (flatbuffers::uoffset_t i = 0; i < values->size(); ++i) { - if (!VerifyBuiltinOptions( - verifier, values->Get(i), types->GetEnum<BuiltinOptions>(i))) { - return false; - } - } - return true; -} - -inline const tflite::Model *GetModel(const void *buf) { - return flatbuffers::GetRoot<tflite::Model>(buf); -} - -inline const tflite::Model *GetSizePrefixedModel(const void *buf) { - return flatbuffers::GetSizePrefixedRoot<tflite::Model>(buf); -} - -inline const char *ModelIdentifier() { - return "TFL3"; -} - -inline bool ModelBufferHasIdentifier(const void *buf) { - return flatbuffers::BufferHasIdentifier( - buf, ModelIdentifier()); -} - -inline bool VerifyModelBuffer( - flatbuffers::Verifier &verifier) { - return verifier.VerifyBuffer<tflite::Model>(ModelIdentifier()); -} - -inline bool VerifySizePrefixedModelBuffer( - flatbuffers::Verifier &verifier) { - return verifier.VerifySizePrefixedBuffer<tflite::Model>(ModelIdentifier()); -} - -inline const char *ModelExtension() { - return "tflite"; -} - -inline void FinishModelBuffer( - flatbuffers::FlatBufferBuilder &fbb, - flatbuffers::Offset<tflite::Model> root) { - fbb.Finish(root, ModelIdentifier()); -} - -inline void FinishSizePrefixedModelBuffer( - flatbuffers::FlatBufferBuilder &fbb, - flatbuffers::Offset<tflite::Model> root) { - fbb.FinishSizePrefixed(root, ModelIdentifier()); -} - -} // namespace tflite - -#endif // FLATBUFFERS_GENERATED_SCHEMA_TFLITE_H_ diff --git a/driver_library/src/ethosu.cpp b/driver_library/src/ethosu.cpp index f792399..01631b3 100644 --- a/driver_library/src/ethosu.cpp +++ b/driver_library/src/ethosu.cpp @@ -16,8 +16,6 @@ * limitations under the License. */ -#include "autogen/tflite_schema.hpp" - #include <ethosu.hpp> #include <uapi/ethosu.h> @@ -92,61 +90,6 @@ __attribute__((weak)) int emunmap(void *addr, size_t length) { } // namespace EthosU -/**************************************************************************** - * TFL micro helpers - ****************************************************************************/ -namespace { -size_t getShapeSize(const flatbuffers::Vector<int32_t> *shape) { - size_t size = 1; - - if (shape == nullptr) { - throw EthosU::Exception("getShapeSize(): nullptr arg"); - } - - for (auto it = shape->begin(); it != shape->end(); ++it) { - size *= *it; - } - - return size; -} - -size_t getTensorTypeSize(const enum tflite::TensorType type) { - switch (type) { - case tflite::TensorType::TensorType_UINT8: - case tflite::TensorType::TensorType_INT8: - return 1; - case tflite::TensorType::TensorType_INT16: - return 2; - case tflite::TensorType::TensorType_INT32: - case tflite::TensorType::TensorType_FLOAT32: - return 4; - default: - throw EthosU::Exception("Unsupported tensor type"); - } -} - -vector<size_t> getSubGraphDims(const tflite::SubGraph *subgraph, const flatbuffers::Vector<int32_t> *tensorMap) { - vector<size_t> dims; - - if (subgraph == nullptr || tensorMap == nullptr) { - throw EthosU::Exception("getSubGraphDims(): nullptr arg(s)"); - } - - for (auto index = tensorMap->begin(); index != tensorMap->end(); ++index) { - auto tensor = subgraph->tensors()->Get(*index); - size_t size = getShapeSize(tensor->shape()); - size *= getTensorTypeSize(tensor->type()); - - if (size > 0) { - dims.push_back(size); - } - } - - return dims; -} - -} // namespace - namespace EthosU { /**************************************************************************** @@ -247,8 +190,13 @@ Buffer::Buffer(const Device &device, const size_t capacity) : fd(-1), dataPtr(nu } Buffer::~Buffer() { - emunmap(dataPtr, dataCapacity); - eclose(fd); + try { + emunmap(dataPtr, dataCapacity); + } catch (std::exception &e) { + try { + eclose(fd); + } catch (...) { std::throw_with_nested(e); } + } } size_t Buffer::capacity() const { @@ -296,12 +244,12 @@ Network::Network(const Device &device, shared_ptr<Buffer> &buffer) : fd(-1), buf uapi.type = ETHOSU_UAPI_NETWORK_BUFFER; uapi.fd = buffer->getFd(); fd = device.ioctl(ETHOSU_IOCTL_NETWORK_CREATE, static_cast<void *>(&uapi)); - try { - parseModel(buffer->data()); - } catch (...) { - eclose(fd); - throw; + collectNetworkInfo(); + } catch (std::exception &e) { + try { + eclose(fd); + } catch (...) { std::throw_with_nested(e); } } } @@ -311,21 +259,25 @@ Network::Network(const Device &device, const unsigned index) : fd(-1) { uapi.type = ETHOSU_UAPI_NETWORK_INDEX; uapi.index = index; fd = device.ioctl(ETHOSU_IOCTL_NETWORK_CREATE, static_cast<void *>(&uapi)); - try { - ethosu_uapi_network_info info; - ioctl(ETHOSU_IOCTL_NETWORK_INFO, static_cast<void *>(&info)); + collectNetworkInfo(); + } catch (std::exception &e) { + try { + eclose(fd); + } catch (...) { std::throw_with_nested(e); } + } +} - for (uint32_t i = 0; i < info.ifm_count; i++) { - ifmDims.push_back(info.ifm_size[i]); - } +void Network::collectNetworkInfo() { + ethosu_uapi_network_info info; + ioctl(ETHOSU_IOCTL_NETWORK_INFO, static_cast<void *>(&info)); - for (uint32_t i = 0; i < info.ofm_count; i++) { - ofmDims.push_back(info.ofm_size[i]); - } - } catch (...) { - eclose(fd); - throw; + for (uint32_t i = 0; i < info.ifm_count; i++) { + ifmDims.push_back(info.ifm_size[i]); + } + + for (uint32_t i = 0; i < info.ofm_count; i++) { + ofmDims.push_back(info.ofm_size[i]); } } @@ -369,23 +321,6 @@ size_t Network::getOfmSize() const { return size; } -void Network::parseModel(const char *data) { - // Create model handle - const tflite::Model *model = tflite::GetModel(reinterpret_cast<const void *>(data)); - - if (model->subgraphs() == nullptr) { - EthosU::Exception("Failed to get subgraphs: nullptr"); - } - - // Get input dimensions for first subgraph - auto *subgraph = *model->subgraphs()->begin(); - ifmDims = getSubGraphDims(subgraph, subgraph->inputs()); - - // Get output dimensions for last subgraph - subgraph = *model->subgraphs()->rbegin(); - ofmDims = getSubGraphDims(subgraph, subgraph->outputs()); -} - /**************************************************************************** * Inference ****************************************************************************/ |