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Diffstat (limited to 'runtimes/neurun/frontend/tflite/schema_generated.h')
| -rw-r--r-- | runtimes/neurun/frontend/tflite/schema_generated.h | 7272 |
1 files changed, 7272 insertions, 0 deletions
diff --git a/runtimes/neurun/frontend/tflite/schema_generated.h b/runtimes/neurun/frontend/tflite/schema_generated.h new file mode 100644 index 000000000..4a11f9a7a --- /dev/null +++ b/runtimes/neurun/frontend/tflite/schema_generated.h @@ -0,0 +1,7272 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved + * + * 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 + * + * http://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. + */ +// 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 QuantizationParameters; + +struct Tensor; + +struct Conv2DOptions; + +struct Pool2DOptions; + +struct DepthwiseConv2DOptions; + +struct ConcatEmbeddingsOptions; + +struct LSHProjectionOptions; + +struct SVDFOptions; + +struct RNNOptions; + +struct SequenceRNNOptions; + +struct BidirectionalSequenceRNNOptions; + +struct FullyConnectedOptions; + +struct SoftmaxOptions; + +struct ConcatenationOptions; + +struct AddOptions; + +struct MulOptions; + +struct L2NormOptions; + +struct LocalResponseNormalizationOptions; + +struct LSTMOptions; + +struct UnidirectionalSequenceLSTMOptions; + +struct BidirectionalSequenceLSTMOptions; + +struct ResizeBilinearOptions; + +struct ResizeNearestNeighborOptions; + +struct CallOptions; + +struct PadOptions; + +struct PadV2Options; + +struct ReshapeOptions; + +struct SpaceToBatchNDOptions; + +struct BatchToSpaceNDOptions; + +struct SkipGramOptions; + +struct SpaceToDepthOptions; + +struct SubOptions; + +struct DivOptions; + +struct TopKV2Options; + +struct EmbeddingLookupSparseOptions; + +struct GatherOptions; + +struct TransposeOptions; + +struct ExpOptions; + +struct ReducerOptions; + +struct SqueezeOptions; + +struct SplitOptions; + +struct SplitVOptions; + +struct StridedSliceOptions; + +struct LogSoftmaxOptions; + +struct CastOptions; + +struct DequantizeOptions; + +struct MaximumMinimumOptions; + +struct TileOptions; + +struct ArgMaxOptions; + +struct ArgMinOptions; + +struct GreaterOptions; + +struct GreaterEqualOptions; + +struct LessOptions; + +struct LessEqualOptions; + +struct NegOptions; + +struct SelectOptions; + +struct SliceOptions; + +struct TransposeConvOptions; + +struct ExpandDimsOptions; + +struct SparseToDenseOptions; + +struct EqualOptions; + +struct NotEqualOptions; + +struct ShapeOptions; + +struct PowOptions; + +struct FakeQuantOptions; + +struct PackOptions; + +struct LogicalOrOptions; + +struct OneHotOptions; + +struct AbsOptions; + +struct LogicalAndOptions; + +struct LogicalNotOptions; + +struct UnpackOptions; + +struct FloorDivOptions; + +struct SquareOptions; + +struct ZerosLikeOptions; + +struct FillOptions; + +struct FloorModOptions; + +struct RangeOptions; + +struct LeakyReluOptions; + +struct SquaredDifferenceOptions; + +struct MirrorPadOptions; + +struct OperatorCode; + +struct Operator; + +struct SubGraph; + +struct Buffer; + +struct Model; + +enum TensorType +{ + 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_MIN = TensorType_FLOAT32, + TensorType_MAX = TensorType_INT8 +}; + +inline const TensorType (&EnumValuesTensorType())[10] +{ + static const TensorType values[] = {TensorType_FLOAT32, TensorType_FLOAT16, TensorType_INT32, + TensorType_UINT8, TensorType_INT64, TensorType_STRING, + TensorType_BOOL, TensorType_INT16, TensorType_COMPLEX64, + TensorType_INT8}; + return values; +} + +inline const char *const *EnumNamesTensorType() +{ + static const char *const names[] = {"FLOAT32", "FLOAT16", "INT32", "UINT8", "INT64", "STRING", + "BOOL", "INT16", "COMPLEX64", "INT8", nullptr}; + return names; +} + +inline const char *EnumNameTensorType(TensorType e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesTensorType()[index]; +} + +enum QuantizationDetails +{ + 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[] = {"NONE", "CustomQuantization", nullptr}; + return names; +} + +inline const char *EnumNameQuantizationDetails(QuantizationDetails e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesQuantizationDetails()[index]; +} + +template <typename T> struct QuantizationDetailsTraits +{ + static const QuantizationDetails enum_value = QuantizationDetails_NONE; +}; + +template <> struct QuantizationDetailsTraits<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 BuiltinOperator +{ + BuiltinOperator_ADD = 0, + BuiltinOperator_AVERAGE_POOL_2D = 1, + BuiltinOperator_CONCATENATION = 2, + BuiltinOperator_CONV_2D = 3, + BuiltinOperator_DEPTHWISE_CONV_2D = 4, + 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_MIN = BuiltinOperator_ADD, + BuiltinOperator_MAX = BuiltinOperator_SPLIT_V +}; + +inline const BuiltinOperator (&EnumValuesBuiltinOperator())[102] +{ + static const BuiltinOperator values[] = {BuiltinOperator_ADD, + BuiltinOperator_AVERAGE_POOL_2D, + BuiltinOperator_CONCATENATION, + BuiltinOperator_CONV_2D, + BuiltinOperator_DEPTHWISE_CONV_2D, + 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}; + return values; +} + +inline const char *const *EnumNamesBuiltinOperator() +{ + static const char *const names[] = {"ADD", + "AVERAGE_POOL_2D", + "CONCATENATION", + "CONV_2D", + "DEPTHWISE_CONV_2D", + "", + "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", + nullptr}; + return names; +} + +inline const char *EnumNameBuiltinOperator(BuiltinOperator e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesBuiltinOperator()[index]; +} + +enum BuiltinOptions +{ + 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_MIN = BuiltinOptions_NONE, + BuiltinOptions_MAX = BuiltinOptions_SplitVOptions +}; + +inline const BuiltinOptions (&EnumValuesBuiltinOptions())[80] +{ + 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}; + return values; +} + +inline const char *const *EnumNamesBuiltinOptions() +{ + static const char *const names[] = {"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", + nullptr}; + return names; +} + +inline const char *EnumNameBuiltinOptions(BuiltinOptions e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesBuiltinOptions()[index]; +} + +template <typename T> struct BuiltinOptionsTraits +{ + static const BuiltinOptions enum_value = BuiltinOptions_NONE; +}; + +template <> struct BuiltinOptionsTraits<Conv2DOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_Conv2DOptions; +}; + +template <> struct BuiltinOptionsTraits<DepthwiseConv2DOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_DepthwiseConv2DOptions; +}; + +template <> struct BuiltinOptionsTraits<ConcatEmbeddingsOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ConcatEmbeddingsOptions; +}; + +template <> struct BuiltinOptionsTraits<LSHProjectionOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LSHProjectionOptions; +}; + +template <> struct BuiltinOptionsTraits<Pool2DOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_Pool2DOptions; +}; + +template <> struct BuiltinOptionsTraits<SVDFOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SVDFOptions; +}; + +template <> struct BuiltinOptionsTraits<RNNOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_RNNOptions; +}; + +template <> struct BuiltinOptionsTraits<FullyConnectedOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_FullyConnectedOptions; +}; + +template <> struct BuiltinOptionsTraits<SoftmaxOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SoftmaxOptions; +}; + +template <> struct BuiltinOptionsTraits<ConcatenationOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ConcatenationOptions; +}; + +template <> struct BuiltinOptionsTraits<AddOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_AddOptions; +}; + +template <> struct BuiltinOptionsTraits<L2NormOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_L2NormOptions; +}; + +template <> struct BuiltinOptionsTraits<LocalResponseNormalizationOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LocalResponseNormalizationOptions; +}; + +template <> struct BuiltinOptionsTraits<LSTMOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LSTMOptions; +}; + +template <> struct BuiltinOptionsTraits<ResizeBilinearOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ResizeBilinearOptions; +}; + +template <> struct BuiltinOptionsTraits<CallOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_CallOptions; +}; + +template <> struct BuiltinOptionsTraits<ReshapeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ReshapeOptions; +}; + +template <> struct BuiltinOptionsTraits<SkipGramOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SkipGramOptions; +}; + +template <> struct BuiltinOptionsTraits<SpaceToDepthOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SpaceToDepthOptions; +}; + +template <> struct BuiltinOptionsTraits<EmbeddingLookupSparseOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_EmbeddingLookupSparseOptions; +}; + +template <> struct BuiltinOptionsTraits<MulOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_MulOptions; +}; + +template <> struct BuiltinOptionsTraits<PadOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_PadOptions; +}; + +template <> struct BuiltinOptionsTraits<GatherOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_GatherOptions; +}; + +template <> struct BuiltinOptionsTraits<BatchToSpaceNDOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_BatchToSpaceNDOptions; +}; + +template <> struct BuiltinOptionsTraits<SpaceToBatchNDOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SpaceToBatchNDOptions; +}; + +template <> struct BuiltinOptionsTraits<TransposeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_TransposeOptions; +}; + +template <> struct BuiltinOptionsTraits<ReducerOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ReducerOptions; +}; + +template <> struct BuiltinOptionsTraits<SubOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SubOptions; +}; + +template <> struct BuiltinOptionsTraits<DivOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_DivOptions; +}; + +template <> struct BuiltinOptionsTraits<SqueezeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SqueezeOptions; +}; + +template <> struct BuiltinOptionsTraits<SequenceRNNOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SequenceRNNOptions; +}; + +template <> struct BuiltinOptionsTraits<StridedSliceOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_StridedSliceOptions; +}; + +template <> struct BuiltinOptionsTraits<ExpOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ExpOptions; +}; + +template <> struct BuiltinOptionsTraits<TopKV2Options> +{ + static const BuiltinOptions enum_value = BuiltinOptions_TopKV2Options; +}; + +template <> struct BuiltinOptionsTraits<SplitOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SplitOptions; +}; + +template <> struct BuiltinOptionsTraits<LogSoftmaxOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LogSoftmaxOptions; +}; + +template <> struct BuiltinOptionsTraits<CastOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_CastOptions; +}; + +template <> struct BuiltinOptionsTraits<DequantizeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_DequantizeOptions; +}; + +template <> struct BuiltinOptionsTraits<MaximumMinimumOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_MaximumMinimumOptions; +}; + +template <> struct BuiltinOptionsTraits<ArgMaxOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ArgMaxOptions; +}; + +template <> struct BuiltinOptionsTraits<LessOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LessOptions; +}; + +template <> struct BuiltinOptionsTraits<NegOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_NegOptions; +}; + +template <> struct BuiltinOptionsTraits<PadV2Options> +{ + static const BuiltinOptions enum_value = BuiltinOptions_PadV2Options; +}; + +template <> struct BuiltinOptionsTraits<GreaterOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_GreaterOptions; +}; + +template <> struct BuiltinOptionsTraits<GreaterEqualOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_GreaterEqualOptions; +}; + +template <> struct BuiltinOptionsTraits<LessEqualOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LessEqualOptions; +}; + +template <> struct BuiltinOptionsTraits<SelectOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SelectOptions; +}; + +template <> struct BuiltinOptionsTraits<SliceOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SliceOptions; +}; + +template <> struct BuiltinOptionsTraits<TransposeConvOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_TransposeConvOptions; +}; + +template <> struct BuiltinOptionsTraits<SparseToDenseOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SparseToDenseOptions; +}; + +template <> struct BuiltinOptionsTraits<TileOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_TileOptions; +}; + +template <> struct BuiltinOptionsTraits<ExpandDimsOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ExpandDimsOptions; +}; + +template <> struct BuiltinOptionsTraits<EqualOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_EqualOptions; +}; + +template <> struct BuiltinOptionsTraits<NotEqualOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_NotEqualOptions; +}; + +template <> struct BuiltinOptionsTraits<ShapeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ShapeOptions; +}; + +template <> struct BuiltinOptionsTraits<PowOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_PowOptions; +}; + +template <> struct BuiltinOptionsTraits<ArgMinOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ArgMinOptions; +}; + +template <> struct BuiltinOptionsTraits<FakeQuantOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_FakeQuantOptions; +}; + +template <> struct BuiltinOptionsTraits<PackOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_PackOptions; +}; + +template <> struct BuiltinOptionsTraits<LogicalOrOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LogicalOrOptions; +}; + +template <> struct BuiltinOptionsTraits<OneHotOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_OneHotOptions; +}; + +template <> struct BuiltinOptionsTraits<LogicalAndOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LogicalAndOptions; +}; + +template <> struct BuiltinOptionsTraits<LogicalNotOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LogicalNotOptions; +}; + +template <> struct BuiltinOptionsTraits<UnpackOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_UnpackOptions; +}; + +template <> struct BuiltinOptionsTraits<FloorDivOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_FloorDivOptions; +}; + +template <> struct BuiltinOptionsTraits<SquareOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SquareOptions; +}; + +template <> struct BuiltinOptionsTraits<ZerosLikeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ZerosLikeOptions; +}; + +template <> struct BuiltinOptionsTraits<FillOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_FillOptions; +}; + +template <> struct BuiltinOptionsTraits<BidirectionalSequenceLSTMOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_BidirectionalSequenceLSTMOptions; +}; + +template <> struct BuiltinOptionsTraits<BidirectionalSequenceRNNOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_BidirectionalSequenceRNNOptions; +}; + +template <> struct BuiltinOptionsTraits<UnidirectionalSequenceLSTMOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_UnidirectionalSequenceLSTMOptions; +}; + +template <> struct BuiltinOptionsTraits<FloorModOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_FloorModOptions; +}; + +template <> struct BuiltinOptionsTraits<RangeOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_RangeOptions; +}; + +template <> struct BuiltinOptionsTraits<ResizeNearestNeighborOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_ResizeNearestNeighborOptions; +}; + +template <> struct BuiltinOptionsTraits<LeakyReluOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_LeakyReluOptions; +}; + +template <> struct BuiltinOptionsTraits<SquaredDifferenceOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SquaredDifferenceOptions; +}; + +template <> struct BuiltinOptionsTraits<MirrorPadOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_MirrorPadOptions; +}; + +template <> struct BuiltinOptionsTraits<AbsOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_AbsOptions; +}; + +template <> struct BuiltinOptionsTraits<SplitVOptions> +{ + static const BuiltinOptions enum_value = BuiltinOptions_SplitVOptions; +}; + +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 +{ + 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[] = {"SAME", "VALID", nullptr}; + return names; +} + +inline const char *EnumNamePadding(Padding e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesPadding()[index]; +} + +enum ActivationFunctionType +{ + 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[] = {"NONE", "RELU", "RELU_N1_TO_1", "RELU6", + "TANH", "SIGN_BIT", nullptr}; + return names; +} + +inline const char *EnumNameActivationFunctionType(ActivationFunctionType e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesActivationFunctionType()[index]; +} + +enum LSHProjectionType +{ + 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[] = {"UNKNOWN", "SPARSE", "DENSE", nullptr}; + return names; +} + +inline const char *EnumNameLSHProjectionType(LSHProjectionType e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesLSHProjectionType()[index]; +} + +enum FullyConnectedOptionsWeightsFormat +{ + 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[] = {"DEFAULT", "SHUFFLED4x16INT8", nullptr}; + return names; +} + +inline const char *EnumNameFullyConnectedOptionsWeightsFormat(FullyConnectedOptionsWeightsFormat e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesFullyConnectedOptionsWeightsFormat()[index]; +} + +enum LSTMKernelType +{ + 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[] = {"FULL", "BASIC", nullptr}; + return names; +} + +inline const char *EnumNameLSTMKernelType(LSTMKernelType e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesLSTMKernelType()[index]; +} + +enum CombinerType +{ + 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[] = {"SUM", "MEAN", "SQRTN", nullptr}; + return names; +} + +inline const char *EnumNameCombinerType(CombinerType e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesCombinerType()[index]; +} + +enum MirrorPadMode +{ + 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[] = {"REFLECT", "SYMMETRIC", nullptr}; + return names; +} + +inline const char *EnumNameMirrorPadMode(MirrorPadMode e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesMirrorPadMode()[index]; +} + +enum CustomOptionsFormat +{ + 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[] = {"FLEXBUFFERS", nullptr}; + return names; +} + +inline const char *EnumNameCustomOptionsFormat(CustomOptionsFormat e) +{ + const size_t index = static_cast<int>(e); + return EnumNamesCustomOptionsFormat()[index]; +} + +struct CustomQuantization FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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 +{ + 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(); + } + CustomQuantizationBuilder &operator=(const CustomQuantizationBuilder &); + 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) +{ + return tflite::CreateCustomQuantization(_fbb, custom ? _fbb.CreateVector<uint8_t>(*custom) : 0); +} + +struct QuantizationParameters FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_MIN = 4, + VT_MAX = 6, + VT_SCALE = 8, + VT_ZERO_POINT = 10, + VT_DETAILS_TYPE = 12, + VT_DETAILS = 14 + }; + 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); + } + QuantizationDetails details_type() const + { + return static_cast<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 CustomQuantization *details_as_CustomQuantization() const + { + return details_type() == QuantizationDetails_CustomQuantization + ? static_cast<const CustomQuantization *>(details()) + : nullptr; + } + 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) && + VerifyOffset(verifier, VT_DETAILS) && + VerifyQuantizationDetails(verifier, details(), details_type()) && verifier.EndTable(); + } +}; + +template <> +inline const CustomQuantization *QuantizationParameters::details_as<CustomQuantization>() const +{ + return details_as_CustomQuantization(); +} + +struct QuantizationParametersBuilder +{ + 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(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); + } + explicit QuantizationParametersBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + QuantizationParametersBuilder &operator=(const QuantizationParametersBuilder &); + 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, + QuantizationDetails details_type = QuantizationDetails_NONE, + flatbuffers::Offset<void> details = 0) +{ + QuantizationParametersBuilder builder_(_fbb); + 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, + QuantizationDetails details_type = QuantizationDetails_NONE, + flatbuffers::Offset<void> details = 0) +{ + return tflite::CreateQuantizationParameters( + _fbb, min ? _fbb.CreateVector<float>(*min) : 0, max ? _fbb.CreateVector<float>(*max) : 0, + scale ? _fbb.CreateVector<float>(*scale) : 0, + zero_point ? _fbb.CreateVector<int64_t>(*zero_point) : 0, details_type, details); +} + +struct Tensor FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_SHAPE = 4, + VT_TYPE = 6, + VT_BUFFER = 8, + VT_NAME = 10, + VT_QUANTIZATION = 12, + VT_IS_VARIABLE = 14 + }; + const flatbuffers::Vector<int32_t> *shape() const + { + return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_SHAPE); + } + TensorType type() const { return static_cast<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 QuantizationParameters *quantization() const + { + return GetPointer<const QuantizationParameters *>(VT_QUANTIZATION); + } + bool is_variable() const { return GetField<uint8_t>(VT_IS_VARIABLE, 0) != 0; } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyOffset(verifier, VT_SHAPE) && + verifier.VerifyVector(shape()) && VerifyField<int8_t>(verifier, VT_TYPE) && + VerifyField<uint32_t>(verifier, VT_BUFFER) && VerifyOffset(verifier, VT_NAME) && + verifier.VerifyString(name()) && VerifyOffset(verifier, VT_QUANTIZATION) && + verifier.VerifyTable(quantization()) && VerifyField<uint8_t>(verifier, VT_IS_VARIABLE) && + verifier.EndTable(); + } +}; + +struct TensorBuilder +{ + 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(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<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); + } + explicit TensorBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + TensorBuilder &operator=(const TensorBuilder &); + 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, + TensorType type = TensorType_FLOAT32, uint32_t buffer = 0, + flatbuffers::Offset<flatbuffers::String> name = 0, + flatbuffers::Offset<QuantizationParameters> quantization = 0, bool is_variable = false) +{ + TensorBuilder builder_(_fbb); + 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, + TensorType type = TensorType_FLOAT32, uint32_t buffer = 0, const char *name = nullptr, + flatbuffers::Offset<QuantizationParameters> quantization = 0, bool is_variable = false) +{ + return tflite::CreateTensor(_fbb, shape ? _fbb.CreateVector<int32_t>(*shape) : 0, type, buffer, + name ? _fbb.CreateString(name) : 0, quantization, is_variable); +} + +struct Conv2DOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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 + }; + Padding padding() const { return static_cast<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); } + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && + VerifyField<int32_t>(verifier, VT_STRIDE_W) && + VerifyField<int32_t>(verifier, VT_STRIDE_H) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<int32_t>(verifier, VT_DILATION_W_FACTOR) && + VerifyField<int32_t>(verifier, VT_DILATION_H_FACTOR) && verifier.EndTable(); + } +}; + +struct Conv2DOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_padding(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(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(); + } + Conv2DOptionsBuilder &operator=(const Conv2DOptionsBuilder &); + 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, Padding padding = Padding_SAME, + int32_t stride_w = 0, int32_t stride_h = 0, + ActivationFunctionType fused_activation_function = 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 Pool2DOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_PADDING = 4, + VT_STRIDE_W = 6, + VT_STRIDE_H = 8, + VT_FILTER_WIDTH = 10, + VT_FILTER_HEIGHT = 12, + VT_FUSED_ACTIVATION_FUNCTION = 14 + }; + Padding padding() const { return static_cast<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); } + ActivationFunctionType fused_activation_function() const + { + return static_cast<ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_PADDING) && + VerifyField<int32_t>(verifier, VT_STRIDE_W) && + VerifyField<int32_t>(verifier, VT_STRIDE_H) && + VerifyField<int32_t>(verifier, VT_FILTER_WIDTH) && + VerifyField<int32_t>(verifier, VT_FILTER_HEIGHT) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && verifier.EndTable(); + } +}; + +struct Pool2DOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_padding(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(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(); + } + Pool2DOptionsBuilder &operator=(const Pool2DOptionsBuilder &); + 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, Padding padding = Padding_SAME, + int32_t stride_w = 0, int32_t stride_h = 0, int32_t filter_width = 0, + int32_t filter_height = 0, + ActivationFunctionType fused_activation_function = 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 +{ + enum + { + 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 + }; + Padding padding() const { return static_cast<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); } + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && + VerifyField<int32_t>(verifier, VT_STRIDE_W) && + VerifyField<int32_t>(verifier, VT_STRIDE_H) && + VerifyField<int32_t>(verifier, VT_DEPTH_MULTIPLIER) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<int32_t>(verifier, VT_DILATION_W_FACTOR) && + VerifyField<int32_t>(verifier, VT_DILATION_H_FACTOR) && verifier.EndTable(); + } +}; + +struct DepthwiseConv2DOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_padding(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(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(); + } + DepthwiseConv2DOptionsBuilder &operator=(const DepthwiseConv2DOptionsBuilder &); + 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, Padding padding = Padding_SAME, int32_t stride_w = 0, + int32_t stride_h = 0, int32_t depth_multiplier = 0, + ActivationFunctionType fused_activation_function = 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 +{ + enum + { + 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) && + 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 +{ + 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(); + } + ConcatEmbeddingsOptionsBuilder &operator=(const ConcatEmbeddingsOptionsBuilder &); + 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) +{ + return tflite::CreateConcatEmbeddingsOptions( + _fbb, num_channels, + num_columns_per_channel ? _fbb.CreateVector<int32_t>(*num_columns_per_channel) : 0, + embedding_dim_per_channel ? _fbb.CreateVector<int32_t>(*embedding_dim_per_channel) : 0); +} + +struct LSHProjectionOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_TYPE = 4 + }; + LSHProjectionType type() const + { + return static_cast<LSHProjectionType>(GetField<int8_t>(VT_TYPE, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_TYPE) && + verifier.EndTable(); + } +}; + +struct LSHProjectionOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_type(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(); + } + LSHProjectionOptionsBuilder &operator=(const LSHProjectionOptionsBuilder &); + 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, + LSHProjectionType type = LSHProjectionType_UNKNOWN) +{ + LSHProjectionOptionsBuilder builder_(_fbb); + builder_.add_type(type); + return builder_.Finish(); +} + +struct SVDFOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_RANK = 4, + VT_FUSED_ACTIVATION_FUNCTION = 6 + }; + int32_t rank() const { return GetField<int32_t>(VT_RANK, 0); } + ActivationFunctionType fused_activation_function() const + { + return static_cast<ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int32_t>(verifier, VT_RANK) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && verifier.EndTable(); + } +}; + +struct SVDFOptionsBuilder +{ + 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(ActivationFunctionType fused_activation_function) + { + fbb_.AddElement<int8_t>(SVDFOptions::VT_FUSED_ACTIVATION_FUNCTION, + static_cast<int8_t>(fused_activation_function), 0); + } + explicit SVDFOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SVDFOptionsBuilder &operator=(const SVDFOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + SVDFOptionsBuilder builder_(_fbb); + builder_.add_rank(rank); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct RNNOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && verifier.EndTable(); + } +}; + +struct RNNOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(ActivationFunctionType fused_activation_function) + { + fbb_.AddElement<int8_t>(RNNOptions::VT_FUSED_ACTIVATION_FUNCTION, + static_cast<int8_t>(fused_activation_function), 0); + } + explicit RNNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + RNNOptionsBuilder &operator=(const RNNOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + RNNOptionsBuilder builder_(_fbb); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct SequenceRNNOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_TIME_MAJOR = 4, + VT_FUSED_ACTIVATION_FUNCTION = 6 + }; + bool time_major() const { return GetField<uint8_t>(VT_TIME_MAJOR, 0) != 0; } + ActivationFunctionType fused_activation_function() const + { + return static_cast<ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<uint8_t>(verifier, VT_TIME_MAJOR) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && verifier.EndTable(); + } +}; + +struct SequenceRNNOptionsBuilder +{ + 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(ActivationFunctionType fused_activation_function) + { + fbb_.AddElement<int8_t>(SequenceRNNOptions::VT_FUSED_ACTIVATION_FUNCTION, + static_cast<int8_t>(fused_activation_function), 0); + } + explicit SequenceRNNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SequenceRNNOptionsBuilder &operator=(const SequenceRNNOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + SequenceRNNOptionsBuilder builder_(_fbb); + 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 +{ + enum + { + VT_TIME_MAJOR = 4, + VT_FUSED_ACTIVATION_FUNCTION = 6, + VT_MERGE_OUTPUTS = 8 + }; + bool time_major() const { return GetField<uint8_t>(VT_TIME_MAJOR, 0) != 0; } + ActivationFunctionType fused_activation_function() const + { + return static_cast<ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); + } + bool merge_outputs() const { return GetField<uint8_t>(VT_MERGE_OUTPUTS, 0) != 0; } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<uint8_t>(verifier, VT_TIME_MAJOR) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<uint8_t>(verifier, VT_MERGE_OUTPUTS) && verifier.EndTable(); + } +}; + +struct BidirectionalSequenceRNNOptionsBuilder +{ + 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(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); + } + explicit BidirectionalSequenceRNNOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + BidirectionalSequenceRNNOptionsBuilder &operator=(const BidirectionalSequenceRNNOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE, + bool merge_outputs = false) +{ + BidirectionalSequenceRNNOptionsBuilder builder_(_fbb); + 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 +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4, + VT_WEIGHTS_FORMAT = 6 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); + } + FullyConnectedOptionsWeightsFormat weights_format() const + { + return static_cast<FullyConnectedOptionsWeightsFormat>(GetField<int8_t>(VT_WEIGHTS_FORMAT, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<int8_t>(verifier, VT_WEIGHTS_FORMAT) && verifier.EndTable(); + } +}; + +struct FullyConnectedOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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(FullyConnectedOptionsWeightsFormat weights_format) + { + fbb_.AddElement<int8_t>(FullyConnectedOptions::VT_WEIGHTS_FORMAT, + static_cast<int8_t>(weights_format), 0); + } + explicit FullyConnectedOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + FullyConnectedOptionsBuilder &operator=(const FullyConnectedOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE, + FullyConnectedOptionsWeightsFormat weights_format = FullyConnectedOptionsWeightsFormat_DEFAULT) +{ + FullyConnectedOptionsBuilder builder_(_fbb); + 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 +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct SoftmaxOptionsBuilder +{ + 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(); + } + SoftmaxOptionsBuilder &operator=(const SoftmaxOptionsBuilder &); + 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 +{ + enum + { + VT_AXIS = 4, + VT_FUSED_ACTIVATION_FUNCTION = 6 + }; + int32_t axis() const { return GetField<int32_t>(VT_AXIS, 0); } + ActivationFunctionType fused_activation_function() const + { + return static_cast<ActivationFunctionType>(GetField<int8_t>(VT_FUSED_ACTIVATION_FUNCTION, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int32_t>(verifier, VT_AXIS) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && verifier.EndTable(); + } +}; + +struct ConcatenationOptionsBuilder +{ + 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(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(); + } + ConcatenationOptionsBuilder &operator=(const ConcatenationOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = 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 +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && verifier.EndTable(); + } +}; + +struct AddOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(ActivationFunctionType fused_activation_function) + { + fbb_.AddElement<int8_t>(AddOptions::VT_FUSED_ACTIVATION_FUNCTION, + static_cast<int8_t>(fused_activation_function), 0); + } + explicit AddOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + AddOptionsBuilder &operator=(const AddOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + AddOptionsBuilder builder_(_fbb); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct MulOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && verifier.EndTable(); + } +}; + +struct MulOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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(); + } + MulOptionsBuilder &operator=(const MulOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + MulOptionsBuilder builder_(_fbb); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct L2NormOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && verifier.EndTable(); + } +}; + +struct L2NormOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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(); + } + L2NormOptionsBuilder &operator=(const L2NormOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + L2NormOptionsBuilder builder_(_fbb); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct LocalResponseNormalizationOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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) && + VerifyField<float>(verifier, VT_BIAS) && VerifyField<float>(verifier, VT_ALPHA) && + VerifyField<float>(verifier, VT_BETA) && verifier.EndTable(); + } +}; + +struct LocalResponseNormalizationOptionsBuilder +{ + 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(); + } + LocalResponseNormalizationOptionsBuilder & + operator=(const LocalResponseNormalizationOptionsBuilder &); + 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 +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4, + VT_CELL_CLIP = 6, + VT_PROJ_CLIP = 8, + VT_KERNEL_TYPE = 10 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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); } + LSTMKernelType kernel_type() const + { + return static_cast<LSTMKernelType>(GetField<int8_t>(VT_KERNEL_TYPE, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<float>(verifier, VT_CELL_CLIP) && + VerifyField<float>(verifier, VT_PROJ_CLIP) && + VerifyField<int8_t>(verifier, VT_KERNEL_TYPE) && verifier.EndTable(); + } +}; + +struct LSTMOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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(LSTMKernelType kernel_type) + { + fbb_.AddElement<int8_t>(LSTMOptions::VT_KERNEL_TYPE, static_cast<int8_t>(kernel_type), 0); + } + explicit LSTMOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LSTMOptionsBuilder &operator=(const LSTMOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE, + float cell_clip = 0.0f, float proj_clip = 0.0f, + LSTMKernelType kernel_type = LSTMKernelType_FULL) +{ + LSTMOptionsBuilder builder_(_fbb); + builder_.add_proj_clip(proj_clip); + builder_.add_cell_clip(cell_clip); + 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 +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4, + VT_CELL_CLIP = 6, + VT_PROJ_CLIP = 8, + VT_TIME_MAJOR = 10 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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 Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<float>(verifier, VT_CELL_CLIP) && + VerifyField<float>(verifier, VT_PROJ_CLIP) && + VerifyField<uint8_t>(verifier, VT_TIME_MAJOR) && verifier.EndTable(); + } +}; + +struct UnidirectionalSequenceLSTMOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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); + } + explicit UnidirectionalSequenceLSTMOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) + : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + UnidirectionalSequenceLSTMOptionsBuilder & + operator=(const UnidirectionalSequenceLSTMOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE, + float cell_clip = 0.0f, float proj_clip = 0.0f, bool time_major = false) +{ + UnidirectionalSequenceLSTMOptionsBuilder builder_(_fbb); + builder_.add_proj_clip(proj_clip); + builder_.add_cell_clip(cell_clip); + 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 +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4, + VT_CELL_CLIP = 6, + VT_PROJ_CLIP = 8, + VT_MERGE_OUTPUTS = 10 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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 Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && + VerifyField<int8_t>(verifier, VT_FUSED_ACTIVATION_FUNCTION) && + VerifyField<float>(verifier, VT_CELL_CLIP) && + VerifyField<float>(verifier, VT_PROJ_CLIP) && + VerifyField<uint8_t>(verifier, VT_MERGE_OUTPUTS) && verifier.EndTable(); + } +}; + +struct BidirectionalSequenceLSTMOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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); + } + explicit BidirectionalSequenceLSTMOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) + : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + BidirectionalSequenceLSTMOptionsBuilder & + operator=(const BidirectionalSequenceLSTMOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE, + float cell_clip = 0.0f, float proj_clip = 0.0f, bool merge_outputs = false) +{ + BidirectionalSequenceLSTMOptionsBuilder builder_(_fbb); + builder_.add_proj_clip(proj_clip); + builder_.add_cell_clip(cell_clip); + 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 +{ + enum + { + VT_ALIGN_CORNERS = 8 + }; + bool align_corners() const { return GetField<uint8_t>(VT_ALIGN_CORNERS, 0) != 0; } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<uint8_t>(verifier, VT_ALIGN_CORNERS) && + verifier.EndTable(); + } +}; + +struct ResizeBilinearOptionsBuilder +{ + 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); + } + explicit ResizeBilinearOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + ResizeBilinearOptionsBuilder &operator=(const ResizeBilinearOptionsBuilder &); + 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) +{ + ResizeBilinearOptionsBuilder builder_(_fbb); + builder_.add_align_corners(align_corners); + return builder_.Finish(); +} + +struct ResizeNearestNeighborOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_ALIGN_CORNERS = 4 + }; + bool align_corners() const { return GetField<uint8_t>(VT_ALIGN_CORNERS, 0) != 0; } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<uint8_t>(verifier, VT_ALIGN_CORNERS) && + verifier.EndTable(); + } +}; + +struct ResizeNearestNeighborOptionsBuilder +{ + 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); + } + explicit ResizeNearestNeighborOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + ResizeNearestNeighborOptionsBuilder &operator=(const ResizeNearestNeighborOptionsBuilder &); + 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) +{ + ResizeNearestNeighborOptionsBuilder builder_(_fbb); + builder_.add_align_corners(align_corners); + return builder_.Finish(); +} + +struct CallOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct CallOptionsBuilder +{ + 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(); + } + CallOptionsBuilder &operator=(const CallOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct PadOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit PadOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + PadOptionsBuilder &operator=(const PadOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct PadV2OptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit PadV2OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + PadV2OptionsBuilder &operator=(const PadV2OptionsBuilder &); + 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 +{ + enum + { + 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 +{ + 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(); + } + ReshapeOptionsBuilder &operator=(const ReshapeOptionsBuilder &); + 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) +{ + return tflite::CreateReshapeOptions(_fbb, new_shape ? _fbb.CreateVector<int32_t>(*new_shape) : 0); +} + +struct SpaceToBatchNDOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct SpaceToBatchNDOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit SpaceToBatchNDOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SpaceToBatchNDOptionsBuilder &operator=(const SpaceToBatchNDOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct BatchToSpaceNDOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit BatchToSpaceNDOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + BatchToSpaceNDOptionsBuilder &operator=(const BatchToSpaceNDOptionsBuilder &); + 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 +{ + enum + { + 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) && + VerifyField<int32_t>(verifier, VT_MAX_SKIP_SIZE) && + VerifyField<uint8_t>(verifier, VT_INCLUDE_ALL_NGRAMS) && verifier.EndTable(); + } +}; + +struct SkipGramOptionsBuilder +{ + 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(); + } + SkipGramOptionsBuilder &operator=(const SkipGramOptionsBuilder &); + 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 +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct SpaceToDepthOptionsBuilder +{ + 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(); + } + SpaceToDepthOptionsBuilder &operator=(const SpaceToDepthOptionsBuilder &); + 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 SubOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && verifier.EndTable(); + } +}; + +struct SubOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(ActivationFunctionType fused_activation_function) + { + fbb_.AddElement<int8_t>(SubOptions::VT_FUSED_ACTIVATION_FUNCTION, + static_cast<int8_t>(fused_activation_function), 0); + } + explicit SubOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SubOptionsBuilder &operator=(const SubOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + SubOptionsBuilder builder_(_fbb); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct DivOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_FUSED_ACTIVATION_FUNCTION = 4 + }; + ActivationFunctionType fused_activation_function() const + { + return static_cast<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) && verifier.EndTable(); + } +}; + +struct DivOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_fused_activation_function(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(); + } + DivOptionsBuilder &operator=(const DivOptionsBuilder &); + 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, + ActivationFunctionType fused_activation_function = ActivationFunctionType_NONE) +{ + DivOptionsBuilder builder_(_fbb); + builder_.add_fused_activation_function(fused_activation_function); + return builder_.Finish(); +} + +struct TopKV2Options FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct TopKV2OptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit TopKV2OptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + TopKV2OptionsBuilder &operator=(const TopKV2OptionsBuilder &); + 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 +{ + enum + { + VT_COMBINER = 4 + }; + CombinerType combiner() const + { + return static_cast<CombinerType>(GetField<int8_t>(VT_COMBINER, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_COMBINER) && + verifier.EndTable(); + } +}; + +struct EmbeddingLookupSparseOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_combiner(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(); + } + EmbeddingLookupSparseOptionsBuilder &operator=(const EmbeddingLookupSparseOptionsBuilder &); + 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, + CombinerType combiner = CombinerType_SUM) +{ + EmbeddingLookupSparseOptionsBuilder builder_(_fbb); + builder_.add_combiner(combiner); + return builder_.Finish(); +} + +struct GatherOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct GatherOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_axis(int32_t axis) { fbb_.AddElement<int32_t>(GatherOptions::VT_AXIS, axis, 0); } + explicit GatherOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + GatherOptionsBuilder &operator=(const GatherOptionsBuilder &); + 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) +{ + GatherOptionsBuilder builder_(_fbb); + builder_.add_axis(axis); + return builder_.Finish(); +} + +struct TransposeOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct TransposeOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit TransposeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + TransposeOptionsBuilder &operator=(const TransposeOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct ExpOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit ExpOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + ExpOptionsBuilder &operator=(const ExpOptionsBuilder &); + 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 ReducerOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct ReducerOptionsBuilder +{ + 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(); + } + ReducerOptionsBuilder &operator=(const ReducerOptionsBuilder &); + 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 +{ + enum + { + 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 +{ + 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(); + } + SqueezeOptionsBuilder &operator=(const SqueezeOptionsBuilder &); + 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) +{ + return tflite::CreateSqueezeOptions(_fbb, + squeeze_dims ? _fbb.CreateVector<int32_t>(*squeeze_dims) : 0); +} + +struct SplitOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct SplitOptionsBuilder +{ + 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(); + } + SplitOptionsBuilder &operator=(const SplitOptionsBuilder &); + 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 +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct SplitVOptionsBuilder +{ + 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(); + } + SplitVOptionsBuilder &operator=(const SplitVOptionsBuilder &); + 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 +{ + enum + { + 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) && + VerifyField<int32_t>(verifier, VT_END_MASK) && + VerifyField<int32_t>(verifier, VT_ELLIPSIS_MASK) && + VerifyField<int32_t>(verifier, VT_NEW_AXIS_MASK) && + VerifyField<int32_t>(verifier, VT_SHRINK_AXIS_MASK) && verifier.EndTable(); + } +}; + +struct StridedSliceOptionsBuilder +{ + 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(); + } + StridedSliceOptionsBuilder &operator=(const StridedSliceOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct LogSoftmaxOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit LogSoftmaxOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LogSoftmaxOptionsBuilder &operator=(const LogSoftmaxOptionsBuilder &); + 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 +{ + enum + { + VT_IN_DATA_TYPE = 4, + VT_OUT_DATA_TYPE = 6 + }; + TensorType in_data_type() const + { + return static_cast<TensorType>(GetField<int8_t>(VT_IN_DATA_TYPE, 0)); + } + TensorType out_data_type() const + { + return static_cast<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) && + VerifyField<int8_t>(verifier, VT_OUT_DATA_TYPE) && verifier.EndTable(); + } +}; + +struct CastOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_in_data_type(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(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(); + } + CastOptionsBuilder &operator=(const CastOptionsBuilder &); + 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, + TensorType in_data_type = TensorType_FLOAT32, + TensorType out_data_type = 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct DequantizeOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit DequantizeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + DequantizeOptionsBuilder &operator=(const DequantizeOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct MaximumMinimumOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit MaximumMinimumOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + MaximumMinimumOptionsBuilder &operator=(const MaximumMinimumOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct TileOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit TileOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + TileOptionsBuilder &operator=(const TileOptionsBuilder &); + 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 +{ + enum + { + VT_OUTPUT_TYPE = 4 + }; + TensorType output_type() const + { + return static_cast<TensorType>(GetField<int8_t>(VT_OUTPUT_TYPE, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_OUTPUT_TYPE) && + verifier.EndTable(); + } +}; + +struct ArgMaxOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_output_type(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(); + } + ArgMaxOptionsBuilder &operator=(const ArgMaxOptionsBuilder &); + 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, + TensorType output_type = TensorType_FLOAT32) +{ + ArgMaxOptionsBuilder builder_(_fbb); + builder_.add_output_type(output_type); + return builder_.Finish(); +} + +struct ArgMinOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_OUTPUT_TYPE = 4 + }; + TensorType output_type() const + { + return static_cast<TensorType>(GetField<int8_t>(VT_OUTPUT_TYPE, 0)); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_OUTPUT_TYPE) && + verifier.EndTable(); + } +}; + +struct ArgMinOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_output_type(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(); + } + ArgMinOptionsBuilder &operator=(const ArgMinOptionsBuilder &); + 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, + TensorType output_type = TensorType_FLOAT32) +{ + ArgMinOptionsBuilder builder_(_fbb); + builder_.add_output_type(output_type); + return builder_.Finish(); +} + +struct GreaterOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct GreaterOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit GreaterOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + GreaterOptionsBuilder &operator=(const GreaterOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct GreaterEqualOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit GreaterEqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + GreaterEqualOptionsBuilder &operator=(const GreaterEqualOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct LessOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit LessOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LessOptionsBuilder &operator=(const LessOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct LessEqualOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit LessEqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LessEqualOptionsBuilder &operator=(const LessEqualOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct NegOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit NegOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + NegOptionsBuilder &operator=(const NegOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct SelectOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit SelectOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SelectOptionsBuilder &operator=(const SelectOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct SliceOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit SliceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SliceOptionsBuilder &operator=(const SliceOptionsBuilder &); + 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 +{ + enum + { + VT_PADDING = 4, + VT_STRIDE_W = 6, + VT_STRIDE_H = 8 + }; + Padding padding() const { return static_cast<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) && + VerifyField<int32_t>(verifier, VT_STRIDE_W) && + VerifyField<int32_t>(verifier, VT_STRIDE_H) && verifier.EndTable(); + } +}; + +struct TransposeConvOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_padding(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(); + } + TransposeConvOptionsBuilder &operator=(const TransposeConvOptionsBuilder &); + 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, Padding padding = 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct ExpandDimsOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit ExpandDimsOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + ExpandDimsOptionsBuilder &operator=(const ExpandDimsOptionsBuilder &); + 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 +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct SparseToDenseOptionsBuilder +{ + 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(); + } + SparseToDenseOptionsBuilder &operator=(const SparseToDenseOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct EqualOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit EqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + EqualOptionsBuilder &operator=(const EqualOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct NotEqualOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit NotEqualOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + NotEqualOptionsBuilder &operator=(const NotEqualOptionsBuilder &); + 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 +{ + enum + { + VT_OUT_TYPE = 4 + }; + TensorType out_type() const { return static_cast<TensorType>(GetField<int8_t>(VT_OUT_TYPE, 0)); } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_OUT_TYPE) && + verifier.EndTable(); + } +}; + +struct ShapeOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_out_type(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(); + } + ShapeOptionsBuilder &operator=(const ShapeOptionsBuilder &); + 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, TensorType out_type = TensorType_FLOAT32) +{ + ShapeOptionsBuilder builder_(_fbb); + builder_.add_out_type(out_type); + return builder_.Finish(); +} + +struct PowOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct PowOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit PowOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + PowOptionsBuilder &operator=(const PowOptionsBuilder &); + 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 +{ + enum + { + 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) && + VerifyField<float>(verifier, VT_MAX) && VerifyField<int32_t>(verifier, VT_NUM_BITS) && + VerifyField<uint8_t>(verifier, VT_NARROW_RANGE) && verifier.EndTable(); + } +}; + +struct FakeQuantOptionsBuilder +{ + 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(); + } + FakeQuantOptionsBuilder &operator=(const FakeQuantOptionsBuilder &); + 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 +{ + enum + { + 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) && + VerifyField<int32_t>(verifier, VT_AXIS) && verifier.EndTable(); + } +}; + +struct PackOptionsBuilder +{ + 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(); + } + PackOptionsBuilder &operator=(const PackOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct LogicalOrOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit LogicalOrOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LogicalOrOptionsBuilder &operator=(const LogicalOrOptionsBuilder &); + 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 +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct OneHotOptionsBuilder +{ + 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(); + } + OneHotOptionsBuilder &operator=(const OneHotOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct AbsOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit AbsOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + AbsOptionsBuilder &operator=(const AbsOptionsBuilder &); + 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 LogicalAndOptions FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct LogicalAndOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit LogicalAndOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LogicalAndOptionsBuilder &operator=(const LogicalAndOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct LogicalNotOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit LogicalNotOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + LogicalNotOptionsBuilder &operator=(const LogicalNotOptionsBuilder &); + 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 +{ + enum + { + 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) && + VerifyField<int32_t>(verifier, VT_AXIS) && verifier.EndTable(); + } +}; + +struct UnpackOptionsBuilder +{ + 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(); + } + UnpackOptionsBuilder &operator=(const UnpackOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct FloorDivOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit FloorDivOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + FloorDivOptionsBuilder &operator=(const FloorDivOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct SquareOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit SquareOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SquareOptionsBuilder &operator=(const SquareOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct ZerosLikeOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit ZerosLikeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + ZerosLikeOptionsBuilder &operator=(const ZerosLikeOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct FillOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit FillOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + FillOptionsBuilder &operator=(const FillOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct FloorModOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit FloorModOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + FloorModOptionsBuilder &operator=(const FloorModOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct RangeOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit RangeOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + RangeOptionsBuilder &operator=(const RangeOptionsBuilder &); + 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 +{ + enum + { + 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) && + verifier.EndTable(); + } +}; + +struct LeakyReluOptionsBuilder +{ + 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(); + } + LeakyReluOptionsBuilder &operator=(const LeakyReluOptionsBuilder &); + 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 +{ + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && verifier.EndTable(); + } +}; + +struct SquaredDifferenceOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + explicit SquaredDifferenceOptionsBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + SquaredDifferenceOptionsBuilder &operator=(const SquaredDifferenceOptionsBuilder &); + 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 +{ + enum + { + VT_MODE = 4 + }; + MirrorPadMode mode() const { return static_cast<MirrorPadMode>(GetField<int8_t>(VT_MODE, 0)); } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_MODE) && + verifier.EndTable(); + } +}; + +struct MirrorPadOptionsBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_mode(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(); + } + MirrorPadOptionsBuilder &operator=(const MirrorPadOptionsBuilder &); + 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, + MirrorPadMode mode = MirrorPadMode_REFLECT) +{ + MirrorPadOptionsBuilder builder_(_fbb); + builder_.add_mode(mode); + return builder_.Finish(); +} + +struct OperatorCode FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_BUILTIN_CODE = 4, + VT_CUSTOM_CODE = 6, + VT_VERSION = 8 + }; + BuiltinOperator builtin_code() const + { + return static_cast<BuiltinOperator>(GetField<int8_t>(VT_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); } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<int8_t>(verifier, VT_BUILTIN_CODE) && + VerifyOffset(verifier, VT_CUSTOM_CODE) && verifier.VerifyString(custom_code()) && + VerifyField<int32_t>(verifier, VT_VERSION) && verifier.EndTable(); + } +}; + +struct OperatorCodeBuilder +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_builtin_code(BuiltinOperator builtin_code) + { + fbb_.AddElement<int8_t>(OperatorCode::VT_BUILTIN_CODE, static_cast<int8_t>(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); + } + explicit OperatorCodeBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + OperatorCodeBuilder &operator=(const OperatorCodeBuilder &); + 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, + BuiltinOperator builtin_code = BuiltinOperator_ADD, + flatbuffers::Offset<flatbuffers::String> custom_code = 0, int32_t version = 1) +{ + OperatorCodeBuilder builder_(_fbb); + builder_.add_version(version); + builder_.add_custom_code(custom_code); + builder_.add_builtin_code(builtin_code); + return builder_.Finish(); +} + +inline flatbuffers::Offset<OperatorCode> +CreateOperatorCodeDirect(flatbuffers::FlatBufferBuilder &_fbb, + BuiltinOperator builtin_code = BuiltinOperator_ADD, + const char *custom_code = nullptr, int32_t version = 1) +{ + return tflite::CreateOperatorCode(_fbb, builtin_code, + custom_code ? _fbb.CreateString(custom_code) : 0, version); +} + +struct Operator FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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 + }; + 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); + } + BuiltinOptions builtin_options_type() const + { + return static_cast<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 Conv2DOptions *builtin_options_as_Conv2DOptions() const + { + return builtin_options_type() == BuiltinOptions_Conv2DOptions + ? static_cast<const Conv2DOptions *>(builtin_options()) + : nullptr; + } + const DepthwiseConv2DOptions *builtin_options_as_DepthwiseConv2DOptions() const + { + return builtin_options_type() == BuiltinOptions_DepthwiseConv2DOptions + ? static_cast<const DepthwiseConv2DOptions *>(builtin_options()) + : nullptr; + } + const ConcatEmbeddingsOptions *builtin_options_as_ConcatEmbeddingsOptions() const + { + return builtin_options_type() == BuiltinOptions_ConcatEmbeddingsOptions + ? static_cast<const ConcatEmbeddingsOptions *>(builtin_options()) + : nullptr; + } + const LSHProjectionOptions *builtin_options_as_LSHProjectionOptions() const + { + return builtin_options_type() == BuiltinOptions_LSHProjectionOptions + ? static_cast<const LSHProjectionOptions *>(builtin_options()) + : nullptr; + } + const Pool2DOptions *builtin_options_as_Pool2DOptions() const + { + return builtin_options_type() == BuiltinOptions_Pool2DOptions + ? static_cast<const Pool2DOptions *>(builtin_options()) + : nullptr; + } + const SVDFOptions *builtin_options_as_SVDFOptions() const + { + return builtin_options_type() == BuiltinOptions_SVDFOptions + ? static_cast<const SVDFOptions *>(builtin_options()) + : nullptr; + } + const RNNOptions *builtin_options_as_RNNOptions() const + { + return builtin_options_type() == BuiltinOptions_RNNOptions + ? static_cast<const RNNOptions *>(builtin_options()) + : nullptr; + } + const FullyConnectedOptions *builtin_options_as_FullyConnectedOptions() const + { + return builtin_options_type() == BuiltinOptions_FullyConnectedOptions + ? static_cast<const FullyConnectedOptions *>(builtin_options()) + : nullptr; + } + const SoftmaxOptions *builtin_options_as_SoftmaxOptions() const + { + return builtin_options_type() == BuiltinOptions_SoftmaxOptions + ? static_cast<const SoftmaxOptions *>(builtin_options()) + : nullptr; + } + const ConcatenationOptions *builtin_options_as_ConcatenationOptions() const + { + return builtin_options_type() == BuiltinOptions_ConcatenationOptions + ? static_cast<const ConcatenationOptions *>(builtin_options()) + : nullptr; + } + const AddOptions *builtin_options_as_AddOptions() const + { + return builtin_options_type() == BuiltinOptions_AddOptions + ? static_cast<const AddOptions *>(builtin_options()) + : nullptr; + } + const L2NormOptions *builtin_options_as_L2NormOptions() const + { + return builtin_options_type() == BuiltinOptions_L2NormOptions + ? static_cast<const L2NormOptions *>(builtin_options()) + : nullptr; + } + const LocalResponseNormalizationOptions * + builtin_options_as_LocalResponseNormalizationOptions() const + { + return builtin_options_type() == BuiltinOptions_LocalResponseNormalizationOptions + ? static_cast<const LocalResponseNormalizationOptions *>(builtin_options()) + : nullptr; + } + const LSTMOptions *builtin_options_as_LSTMOptions() const + { + return builtin_options_type() == BuiltinOptions_LSTMOptions + ? static_cast<const LSTMOptions *>(builtin_options()) + : nullptr; + } + const ResizeBilinearOptions *builtin_options_as_ResizeBilinearOptions() const + { + return builtin_options_type() == BuiltinOptions_ResizeBilinearOptions + ? static_cast<const ResizeBilinearOptions *>(builtin_options()) + : nullptr; + } + const CallOptions *builtin_options_as_CallOptions() const + { + return builtin_options_type() == BuiltinOptions_CallOptions + ? static_cast<const CallOptions *>(builtin_options()) + : nullptr; + } + const ReshapeOptions *builtin_options_as_ReshapeOptions() const + { + return builtin_options_type() == BuiltinOptions_ReshapeOptions + ? static_cast<const ReshapeOptions *>(builtin_options()) + : nullptr; + } + const SkipGramOptions *builtin_options_as_SkipGramOptions() const + { + return builtin_options_type() == BuiltinOptions_SkipGramOptions + ? static_cast<const SkipGramOptions *>(builtin_options()) + : nullptr; + } + const SpaceToDepthOptions *builtin_options_as_SpaceToDepthOptions() const + { + return builtin_options_type() == BuiltinOptions_SpaceToDepthOptions + ? static_cast<const SpaceToDepthOptions *>(builtin_options()) + : nullptr; + } + const EmbeddingLookupSparseOptions *builtin_options_as_EmbeddingLookupSparseOptions() const + { + return builtin_options_type() == BuiltinOptions_EmbeddingLookupSparseOptions + ? static_cast<const EmbeddingLookupSparseOptions *>(builtin_options()) + : nullptr; + } + const MulOptions *builtin_options_as_MulOptions() const + { + return builtin_options_type() == BuiltinOptions_MulOptions + ? static_cast<const MulOptions *>(builtin_options()) + : nullptr; + } + const PadOptions *builtin_options_as_PadOptions() const + { + return builtin_options_type() == BuiltinOptions_PadOptions + ? static_cast<const PadOptions *>(builtin_options()) + : nullptr; + } + const GatherOptions *builtin_options_as_GatherOptions() const + { + return builtin_options_type() == BuiltinOptions_GatherOptions + ? static_cast<const GatherOptions *>(builtin_options()) + : nullptr; + } + const BatchToSpaceNDOptions *builtin_options_as_BatchToSpaceNDOptions() const + { + return builtin_options_type() == BuiltinOptions_BatchToSpaceNDOptions + ? static_cast<const BatchToSpaceNDOptions *>(builtin_options()) + : nullptr; + } + const SpaceToBatchNDOptions *builtin_options_as_SpaceToBatchNDOptions() const + { + return builtin_options_type() == BuiltinOptions_SpaceToBatchNDOptions + ? static_cast<const SpaceToBatchNDOptions *>(builtin_options()) + : nullptr; + } + const TransposeOptions *builtin_options_as_TransposeOptions() const + { + return builtin_options_type() == BuiltinOptions_TransposeOptions + ? static_cast<const TransposeOptions *>(builtin_options()) + : nullptr; + } + const ReducerOptions *builtin_options_as_ReducerOptions() const + { + return builtin_options_type() == BuiltinOptions_ReducerOptions + ? static_cast<const ReducerOptions *>(builtin_options()) + : nullptr; + } + const SubOptions *builtin_options_as_SubOptions() const + { + return builtin_options_type() == BuiltinOptions_SubOptions + ? static_cast<const SubOptions *>(builtin_options()) + : nullptr; + } + const DivOptions *builtin_options_as_DivOptions() const + { + return builtin_options_type() == BuiltinOptions_DivOptions + ? static_cast<const DivOptions *>(builtin_options()) + : nullptr; + } + const SqueezeOptions *builtin_options_as_SqueezeOptions() const + { + return builtin_options_type() == BuiltinOptions_SqueezeOptions + ? static_cast<const SqueezeOptions *>(builtin_options()) + : nullptr; + } + const SequenceRNNOptions *builtin_options_as_SequenceRNNOptions() const + { + return builtin_options_type() == BuiltinOptions_SequenceRNNOptions + ? static_cast<const SequenceRNNOptions *>(builtin_options()) + : nullptr; + } + const StridedSliceOptions *builtin_options_as_StridedSliceOptions() const + { + return builtin_options_type() == BuiltinOptions_StridedSliceOptions + ? static_cast<const StridedSliceOptions *>(builtin_options()) + : nullptr; + } + const ExpOptions *builtin_options_as_ExpOptions() const + { + return builtin_options_type() == BuiltinOptions_ExpOptions + ? static_cast<const ExpOptions *>(builtin_options()) + : nullptr; + } + const TopKV2Options *builtin_options_as_TopKV2Options() const + { + return builtin_options_type() == BuiltinOptions_TopKV2Options + ? static_cast<const TopKV2Options *>(builtin_options()) + : nullptr; + } + const SplitOptions *builtin_options_as_SplitOptions() const + { + return builtin_options_type() == BuiltinOptions_SplitOptions + ? static_cast<const SplitOptions *>(builtin_options()) + : nullptr; + } + const LogSoftmaxOptions *builtin_options_as_LogSoftmaxOptions() const + { + return builtin_options_type() == BuiltinOptions_LogSoftmaxOptions + ? static_cast<const LogSoftmaxOptions *>(builtin_options()) + : nullptr; + } + const CastOptions *builtin_options_as_CastOptions() const + { + return builtin_options_type() == BuiltinOptions_CastOptions + ? static_cast<const CastOptions *>(builtin_options()) + : nullptr; + } + const DequantizeOptions *builtin_options_as_DequantizeOptions() const + { + return builtin_options_type() == BuiltinOptions_DequantizeOptions + ? static_cast<const DequantizeOptions *>(builtin_options()) + : nullptr; + } + const MaximumMinimumOptions *builtin_options_as_MaximumMinimumOptions() const + { + return builtin_options_type() == BuiltinOptions_MaximumMinimumOptions + ? static_cast<const MaximumMinimumOptions *>(builtin_options()) + : nullptr; + } + const ArgMaxOptions *builtin_options_as_ArgMaxOptions() const + { + return builtin_options_type() == BuiltinOptions_ArgMaxOptions + ? static_cast<const ArgMaxOptions *>(builtin_options()) + : nullptr; + } + const LessOptions *builtin_options_as_LessOptions() const + { + return builtin_options_type() == BuiltinOptions_LessOptions + ? static_cast<const LessOptions *>(builtin_options()) + : nullptr; + } + const NegOptions *builtin_options_as_NegOptions() const + { + return builtin_options_type() == BuiltinOptions_NegOptions + ? static_cast<const NegOptions *>(builtin_options()) + : nullptr; + } + const PadV2Options *builtin_options_as_PadV2Options() const + { + return builtin_options_type() == BuiltinOptions_PadV2Options + ? static_cast<const PadV2Options *>(builtin_options()) + : nullptr; + } + const GreaterOptions *builtin_options_as_GreaterOptions() const + { + return builtin_options_type() == BuiltinOptions_GreaterOptions + ? static_cast<const GreaterOptions *>(builtin_options()) + : nullptr; + } + const GreaterEqualOptions *builtin_options_as_GreaterEqualOptions() const + { + return builtin_options_type() == BuiltinOptions_GreaterEqualOptions + ? static_cast<const GreaterEqualOptions *>(builtin_options()) + : nullptr; + } + const LessEqualOptions *builtin_options_as_LessEqualOptions() const + { + return builtin_options_type() == BuiltinOptions_LessEqualOptions + ? static_cast<const LessEqualOptions *>(builtin_options()) + : nullptr; + } + const SelectOptions *builtin_options_as_SelectOptions() const + { + return builtin_options_type() == BuiltinOptions_SelectOptions + ? static_cast<const SelectOptions *>(builtin_options()) + : nullptr; + } + const SliceOptions *builtin_options_as_SliceOptions() const + { + return builtin_options_type() == BuiltinOptions_SliceOptions + ? static_cast<const SliceOptions *>(builtin_options()) + : nullptr; + } + const TransposeConvOptions *builtin_options_as_TransposeConvOptions() const + { + return builtin_options_type() == BuiltinOptions_TransposeConvOptions + ? static_cast<const TransposeConvOptions *>(builtin_options()) + : nullptr; + } + const SparseToDenseOptions *builtin_options_as_SparseToDenseOptions() const + { + return builtin_options_type() == BuiltinOptions_SparseToDenseOptions + ? static_cast<const SparseToDenseOptions *>(builtin_options()) + : nullptr; + } + const TileOptions *builtin_options_as_TileOptions() const + { + return builtin_options_type() == BuiltinOptions_TileOptions + ? static_cast<const TileOptions *>(builtin_options()) + : nullptr; + } + const ExpandDimsOptions *builtin_options_as_ExpandDimsOptions() const + { + return builtin_options_type() == BuiltinOptions_ExpandDimsOptions + ? static_cast<const ExpandDimsOptions *>(builtin_options()) + : nullptr; + } + const EqualOptions *builtin_options_as_EqualOptions() const + { + return builtin_options_type() == BuiltinOptions_EqualOptions + ? static_cast<const EqualOptions *>(builtin_options()) + : nullptr; + } + const NotEqualOptions *builtin_options_as_NotEqualOptions() const + { + return builtin_options_type() == BuiltinOptions_NotEqualOptions + ? static_cast<const NotEqualOptions *>(builtin_options()) + : nullptr; + } + const ShapeOptions *builtin_options_as_ShapeOptions() const + { + return builtin_options_type() == BuiltinOptions_ShapeOptions + ? static_cast<const ShapeOptions *>(builtin_options()) + : nullptr; + } + const PowOptions *builtin_options_as_PowOptions() const + { + return builtin_options_type() == BuiltinOptions_PowOptions + ? static_cast<const PowOptions *>(builtin_options()) + : nullptr; + } + const ArgMinOptions *builtin_options_as_ArgMinOptions() const + { + return builtin_options_type() == BuiltinOptions_ArgMinOptions + ? static_cast<const ArgMinOptions *>(builtin_options()) + : nullptr; + } + const FakeQuantOptions *builtin_options_as_FakeQuantOptions() const + { + return builtin_options_type() == BuiltinOptions_FakeQuantOptions + ? static_cast<const FakeQuantOptions *>(builtin_options()) + : nullptr; + } + const PackOptions *builtin_options_as_PackOptions() const + { + return builtin_options_type() == BuiltinOptions_PackOptions + ? static_cast<const PackOptions *>(builtin_options()) + : nullptr; + } + const LogicalOrOptions *builtin_options_as_LogicalOrOptions() const + { + return builtin_options_type() == BuiltinOptions_LogicalOrOptions + ? static_cast<const LogicalOrOptions *>(builtin_options()) + : nullptr; + } + const OneHotOptions *builtin_options_as_OneHotOptions() const + { + return builtin_options_type() == BuiltinOptions_OneHotOptions + ? static_cast<const OneHotOptions *>(builtin_options()) + : nullptr; + } + const LogicalAndOptions *builtin_options_as_LogicalAndOptions() const + { + return builtin_options_type() == BuiltinOptions_LogicalAndOptions + ? static_cast<const LogicalAndOptions *>(builtin_options()) + : nullptr; + } + const LogicalNotOptions *builtin_options_as_LogicalNotOptions() const + { + return builtin_options_type() == BuiltinOptions_LogicalNotOptions + ? static_cast<const LogicalNotOptions *>(builtin_options()) + : nullptr; + } + const UnpackOptions *builtin_options_as_UnpackOptions() const + { + return builtin_options_type() == BuiltinOptions_UnpackOptions + ? static_cast<const UnpackOptions *>(builtin_options()) + : nullptr; + } + const FloorDivOptions *builtin_options_as_FloorDivOptions() const + { + return builtin_options_type() == BuiltinOptions_FloorDivOptions + ? static_cast<const FloorDivOptions *>(builtin_options()) + : nullptr; + } + const SquareOptions *builtin_options_as_SquareOptions() const + { + return builtin_options_type() == BuiltinOptions_SquareOptions + ? static_cast<const SquareOptions *>(builtin_options()) + : nullptr; + } + const ZerosLikeOptions *builtin_options_as_ZerosLikeOptions() const + { + return builtin_options_type() == BuiltinOptions_ZerosLikeOptions + ? static_cast<const ZerosLikeOptions *>(builtin_options()) + : nullptr; + } + const FillOptions *builtin_options_as_FillOptions() const + { + return builtin_options_type() == BuiltinOptions_FillOptions + ? static_cast<const FillOptions *>(builtin_options()) + : nullptr; + } + const BidirectionalSequenceLSTMOptions * + builtin_options_as_BidirectionalSequenceLSTMOptions() const + { + return builtin_options_type() == BuiltinOptions_BidirectionalSequenceLSTMOptions + ? static_cast<const BidirectionalSequenceLSTMOptions *>(builtin_options()) + : nullptr; + } + const BidirectionalSequenceRNNOptions *builtin_options_as_BidirectionalSequenceRNNOptions() const + { + return builtin_options_type() == BuiltinOptions_BidirectionalSequenceRNNOptions + ? static_cast<const BidirectionalSequenceRNNOptions *>(builtin_options()) + : nullptr; + } + const UnidirectionalSequenceLSTMOptions * + builtin_options_as_UnidirectionalSequenceLSTMOptions() const + { + return builtin_options_type() == BuiltinOptions_UnidirectionalSequenceLSTMOptions + ? static_cast<const UnidirectionalSequenceLSTMOptions *>(builtin_options()) + : nullptr; + } + const FloorModOptions *builtin_options_as_FloorModOptions() const + { + return builtin_options_type() == BuiltinOptions_FloorModOptions + ? static_cast<const FloorModOptions *>(builtin_options()) + : nullptr; + } + const RangeOptions *builtin_options_as_RangeOptions() const + { + return builtin_options_type() == BuiltinOptions_RangeOptions + ? static_cast<const RangeOptions *>(builtin_options()) + : nullptr; + } + const ResizeNearestNeighborOptions *builtin_options_as_ResizeNearestNeighborOptions() const + { + return builtin_options_type() == BuiltinOptions_ResizeNearestNeighborOptions + ? static_cast<const ResizeNearestNeighborOptions *>(builtin_options()) + : nullptr; + } + const LeakyReluOptions *builtin_options_as_LeakyReluOptions() const + { + return builtin_options_type() == BuiltinOptions_LeakyReluOptions + ? static_cast<const LeakyReluOptions *>(builtin_options()) + : nullptr; + } + const SquaredDifferenceOptions *builtin_options_as_SquaredDifferenceOptions() const + { + return builtin_options_type() == BuiltinOptions_SquaredDifferenceOptions + ? static_cast<const SquaredDifferenceOptions *>(builtin_options()) + : nullptr; + } + const MirrorPadOptions *builtin_options_as_MirrorPadOptions() const + { + return builtin_options_type() == BuiltinOptions_MirrorPadOptions + ? static_cast<const MirrorPadOptions *>(builtin_options()) + : nullptr; + } + const AbsOptions *builtin_options_as_AbsOptions() const + { + return builtin_options_type() == BuiltinOptions_AbsOptions + ? static_cast<const AbsOptions *>(builtin_options()) + : nullptr; + } + const SplitVOptions *builtin_options_as_SplitVOptions() const + { + return builtin_options_type() == BuiltinOptions_SplitVOptions + ? static_cast<const SplitVOptions *>(builtin_options()) + : nullptr; + } + const flatbuffers::Vector<uint8_t> *custom_options() const + { + return GetPointer<const flatbuffers::Vector<uint8_t> *>(VT_CUSTOM_OPTIONS); + } + CustomOptionsFormat custom_options_format() const + { + return static_cast<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); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<uint32_t>(verifier, VT_OPCODE_INDEX) && + VerifyOffset(verifier, VT_INPUTS) && verifier.VerifyVector(inputs()) && + VerifyOffset(verifier, VT_OUTPUTS) && verifier.VerifyVector(outputs()) && + VerifyField<uint8_t>(verifier, VT_BUILTIN_OPTIONS_TYPE) && + 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) && + VerifyOffset(verifier, VT_MUTATING_VARIABLE_INPUTS) && + verifier.VerifyVector(mutating_variable_inputs()) && verifier.EndTable(); + } +}; + +template <> inline const Conv2DOptions *Operator::builtin_options_as<Conv2DOptions>() const +{ + return builtin_options_as_Conv2DOptions(); +} + +template <> +inline const DepthwiseConv2DOptions *Operator::builtin_options_as<DepthwiseConv2DOptions>() const +{ + return builtin_options_as_DepthwiseConv2DOptions(); +} + +template <> +inline const ConcatEmbeddingsOptions *Operator::builtin_options_as<ConcatEmbeddingsOptions>() const +{ + return builtin_options_as_ConcatEmbeddingsOptions(); +} + +template <> +inline const LSHProjectionOptions *Operator::builtin_options_as<LSHProjectionOptions>() const +{ + return builtin_options_as_LSHProjectionOptions(); +} + +template <> inline const Pool2DOptions *Operator::builtin_options_as<Pool2DOptions>() const +{ + return builtin_options_as_Pool2DOptions(); +} + +template <> inline const SVDFOptions *Operator::builtin_options_as<SVDFOptions>() const +{ + return builtin_options_as_SVDFOptions(); +} + +template <> inline const RNNOptions *Operator::builtin_options_as<RNNOptions>() const +{ + return builtin_options_as_RNNOptions(); +} + +template <> +inline const FullyConnectedOptions *Operator::builtin_options_as<FullyConnectedOptions>() const +{ + return builtin_options_as_FullyConnectedOptions(); +} + +template <> inline const SoftmaxOptions *Operator::builtin_options_as<SoftmaxOptions>() const +{ + return builtin_options_as_SoftmaxOptions(); +} + +template <> +inline const ConcatenationOptions *Operator::builtin_options_as<ConcatenationOptions>() const +{ + return builtin_options_as_ConcatenationOptions(); +} + +template <> inline const AddOptions *Operator::builtin_options_as<AddOptions>() const +{ + return builtin_options_as_AddOptions(); +} + +template <> inline const L2NormOptions *Operator::builtin_options_as<L2NormOptions>() const +{ + return builtin_options_as_L2NormOptions(); +} + +template <> +inline const LocalResponseNormalizationOptions * +Operator::builtin_options_as<LocalResponseNormalizationOptions>() const +{ + return builtin_options_as_LocalResponseNormalizationOptions(); +} + +template <> inline const LSTMOptions *Operator::builtin_options_as<LSTMOptions>() const +{ + return builtin_options_as_LSTMOptions(); +} + +template <> +inline const ResizeBilinearOptions *Operator::builtin_options_as<ResizeBilinearOptions>() const +{ + return builtin_options_as_ResizeBilinearOptions(); +} + +template <> inline const CallOptions *Operator::builtin_options_as<CallOptions>() const +{ + return builtin_options_as_CallOptions(); +} + +template <> inline const ReshapeOptions *Operator::builtin_options_as<ReshapeOptions>() const +{ + return builtin_options_as_ReshapeOptions(); +} + +template <> inline const SkipGramOptions *Operator::builtin_options_as<SkipGramOptions>() const +{ + return builtin_options_as_SkipGramOptions(); +} + +template <> +inline const SpaceToDepthOptions *Operator::builtin_options_as<SpaceToDepthOptions>() const +{ + return builtin_options_as_SpaceToDepthOptions(); +} + +template <> +inline const EmbeddingLookupSparseOptions * +Operator::builtin_options_as<EmbeddingLookupSparseOptions>() const +{ + return builtin_options_as_EmbeddingLookupSparseOptions(); +} + +template <> inline const MulOptions *Operator::builtin_options_as<MulOptions>() const +{ + return builtin_options_as_MulOptions(); +} + +template <> inline const PadOptions *Operator::builtin_options_as<PadOptions>() const +{ + return builtin_options_as_PadOptions(); +} + +template <> inline const GatherOptions *Operator::builtin_options_as<GatherOptions>() const +{ + return builtin_options_as_GatherOptions(); +} + +template <> +inline const BatchToSpaceNDOptions *Operator::builtin_options_as<BatchToSpaceNDOptions>() const +{ + return builtin_options_as_BatchToSpaceNDOptions(); +} + +template <> +inline const SpaceToBatchNDOptions *Operator::builtin_options_as<SpaceToBatchNDOptions>() const +{ + return builtin_options_as_SpaceToBatchNDOptions(); +} + +template <> inline const TransposeOptions *Operator::builtin_options_as<TransposeOptions>() const +{ + return builtin_options_as_TransposeOptions(); +} + +template <> inline const ReducerOptions *Operator::builtin_options_as<ReducerOptions>() const +{ + return builtin_options_as_ReducerOptions(); +} + +template <> inline const SubOptions *Operator::builtin_options_as<SubOptions>() const +{ + return builtin_options_as_SubOptions(); +} + +template <> inline const DivOptions *Operator::builtin_options_as<DivOptions>() const +{ + return builtin_options_as_DivOptions(); +} + +template <> inline const SqueezeOptions *Operator::builtin_options_as<SqueezeOptions>() const +{ + return builtin_options_as_SqueezeOptions(); +} + +template <> +inline const SequenceRNNOptions *Operator::builtin_options_as<SequenceRNNOptions>() const +{ + return builtin_options_as_SequenceRNNOptions(); +} + +template <> +inline const StridedSliceOptions *Operator::builtin_options_as<StridedSliceOptions>() const +{ + return builtin_options_as_StridedSliceOptions(); +} + +template <> inline const ExpOptions *Operator::builtin_options_as<ExpOptions>() const +{ + return builtin_options_as_ExpOptions(); +} + +template <> inline const TopKV2Options *Operator::builtin_options_as<TopKV2Options>() const +{ + return builtin_options_as_TopKV2Options(); +} + +template <> inline const SplitOptions *Operator::builtin_options_as<SplitOptions>() const +{ + return builtin_options_as_SplitOptions(); +} + +template <> inline const LogSoftmaxOptions *Operator::builtin_options_as<LogSoftmaxOptions>() const +{ + return builtin_options_as_LogSoftmaxOptions(); +} + +template <> inline const CastOptions *Operator::builtin_options_as<CastOptions>() const +{ + return builtin_options_as_CastOptions(); +} + +template <> inline const DequantizeOptions *Operator::builtin_options_as<DequantizeOptions>() const +{ + return builtin_options_as_DequantizeOptions(); +} + +template <> +inline const MaximumMinimumOptions *Operator::builtin_options_as<MaximumMinimumOptions>() const +{ + return builtin_options_as_MaximumMinimumOptions(); +} + +template <> inline const ArgMaxOptions *Operator::builtin_options_as<ArgMaxOptions>() const +{ + return builtin_options_as_ArgMaxOptions(); +} + +template <> inline const LessOptions *Operator::builtin_options_as<LessOptions>() const +{ + return builtin_options_as_LessOptions(); +} + +template <> inline const NegOptions *Operator::builtin_options_as<NegOptions>() const +{ + return builtin_options_as_NegOptions(); +} + +template <> inline const PadV2Options *Operator::builtin_options_as<PadV2Options>() const +{ + return builtin_options_as_PadV2Options(); +} + +template <> inline const GreaterOptions *Operator::builtin_options_as<GreaterOptions>() const +{ + return builtin_options_as_GreaterOptions(); +} + +template <> +inline const GreaterEqualOptions *Operator::builtin_options_as<GreaterEqualOptions>() const +{ + return builtin_options_as_GreaterEqualOptions(); +} + +template <> inline const LessEqualOptions *Operator::builtin_options_as<LessEqualOptions>() const +{ + return builtin_options_as_LessEqualOptions(); +} + +template <> inline const SelectOptions *Operator::builtin_options_as<SelectOptions>() const +{ + return builtin_options_as_SelectOptions(); +} + +template <> inline const SliceOptions *Operator::builtin_options_as<SliceOptions>() const +{ + return builtin_options_as_SliceOptions(); +} + +template <> +inline const TransposeConvOptions *Operator::builtin_options_as<TransposeConvOptions>() const +{ + return builtin_options_as_TransposeConvOptions(); +} + +template <> +inline const SparseToDenseOptions *Operator::builtin_options_as<SparseToDenseOptions>() const +{ + return builtin_options_as_SparseToDenseOptions(); +} + +template <> inline const TileOptions *Operator::builtin_options_as<TileOptions>() const +{ + return builtin_options_as_TileOptions(); +} + +template <> inline const ExpandDimsOptions *Operator::builtin_options_as<ExpandDimsOptions>() const +{ + return builtin_options_as_ExpandDimsOptions(); +} + +template <> inline const EqualOptions *Operator::builtin_options_as<EqualOptions>() const +{ + return builtin_options_as_EqualOptions(); +} + +template <> inline const NotEqualOptions *Operator::builtin_options_as<NotEqualOptions>() const +{ + return builtin_options_as_NotEqualOptions(); +} + +template <> inline const ShapeOptions *Operator::builtin_options_as<ShapeOptions>() const +{ + return builtin_options_as_ShapeOptions(); +} + +template <> inline const PowOptions *Operator::builtin_options_as<PowOptions>() const +{ + return builtin_options_as_PowOptions(); +} + +template <> inline const ArgMinOptions *Operator::builtin_options_as<ArgMinOptions>() const +{ + return builtin_options_as_ArgMinOptions(); +} + +template <> inline const FakeQuantOptions *Operator::builtin_options_as<FakeQuantOptions>() const +{ + return builtin_options_as_FakeQuantOptions(); +} + +template <> inline const PackOptions *Operator::builtin_options_as<PackOptions>() const +{ + return builtin_options_as_PackOptions(); +} + +template <> inline const LogicalOrOptions *Operator::builtin_options_as<LogicalOrOptions>() const +{ + return builtin_options_as_LogicalOrOptions(); +} + +template <> inline const OneHotOptions *Operator::builtin_options_as<OneHotOptions>() const +{ + return builtin_options_as_OneHotOptions(); +} + +template <> inline const LogicalAndOptions *Operator::builtin_options_as<LogicalAndOptions>() const +{ + return builtin_options_as_LogicalAndOptions(); +} + +template <> inline const LogicalNotOptions *Operator::builtin_options_as<LogicalNotOptions>() const +{ + return builtin_options_as_LogicalNotOptions(); +} + +template <> inline const UnpackOptions *Operator::builtin_options_as<UnpackOptions>() const +{ + return builtin_options_as_UnpackOptions(); +} + +template <> inline const FloorDivOptions *Operator::builtin_options_as<FloorDivOptions>() const +{ + return builtin_options_as_FloorDivOptions(); +} + +template <> inline const SquareOptions *Operator::builtin_options_as<SquareOptions>() const +{ + return builtin_options_as_SquareOptions(); +} + +template <> inline const ZerosLikeOptions *Operator::builtin_options_as<ZerosLikeOptions>() const +{ + return builtin_options_as_ZerosLikeOptions(); +} + +template <> inline const FillOptions *Operator::builtin_options_as<FillOptions>() const +{ + return builtin_options_as_FillOptions(); +} + +template <> +inline const BidirectionalSequenceLSTMOptions * +Operator::builtin_options_as<BidirectionalSequenceLSTMOptions>() const +{ + return builtin_options_as_BidirectionalSequenceLSTMOptions(); +} + +template <> +inline const BidirectionalSequenceRNNOptions * +Operator::builtin_options_as<BidirectionalSequenceRNNOptions>() const +{ + return builtin_options_as_BidirectionalSequenceRNNOptions(); +} + +template <> +inline const UnidirectionalSequenceLSTMOptions * +Operator::builtin_options_as<UnidirectionalSequenceLSTMOptions>() const +{ + return builtin_options_as_UnidirectionalSequenceLSTMOptions(); +} + +template <> inline const FloorModOptions *Operator::builtin_options_as<FloorModOptions>() const +{ + return builtin_options_as_FloorModOptions(); +} + +template <> inline const RangeOptions *Operator::builtin_options_as<RangeOptions>() const +{ + return builtin_options_as_RangeOptions(); +} + +template <> +inline const ResizeNearestNeighborOptions * +Operator::builtin_options_as<ResizeNearestNeighborOptions>() const +{ + return builtin_options_as_ResizeNearestNeighborOptions(); +} + +template <> inline const LeakyReluOptions *Operator::builtin_options_as<LeakyReluOptions>() const +{ + return builtin_options_as_LeakyReluOptions(); +} + +template <> +inline const SquaredDifferenceOptions * +Operator::builtin_options_as<SquaredDifferenceOptions>() const +{ + return builtin_options_as_SquaredDifferenceOptions(); +} + +template <> inline const MirrorPadOptions *Operator::builtin_options_as<MirrorPadOptions>() const +{ + return builtin_options_as_MirrorPadOptions(); +} + +template <> inline const AbsOptions *Operator::builtin_options_as<AbsOptions>() const +{ + return builtin_options_as_AbsOptions(); +} + +template <> inline const SplitVOptions *Operator::builtin_options_as<SplitVOptions>() const +{ + return builtin_options_as_SplitVOptions(); +} + +struct OperatorBuilder +{ + 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(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(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); + } + explicit OperatorBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + OperatorBuilder &operator=(const OperatorBuilder &); + 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, + BuiltinOptions builtin_options_type = BuiltinOptions_NONE, + flatbuffers::Offset<void> builtin_options = 0, + flatbuffers::Offset<flatbuffers::Vector<uint8_t>> custom_options = 0, + CustomOptionsFormat custom_options_format = CustomOptionsFormat_FLEXBUFFERS, + flatbuffers::Offset<flatbuffers::Vector<uint8_t>> mutating_variable_inputs = 0) +{ + OperatorBuilder builder_(_fbb); + 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, + BuiltinOptions builtin_options_type = BuiltinOptions_NONE, + flatbuffers::Offset<void> builtin_options = 0, + const std::vector<uint8_t> *custom_options = nullptr, + CustomOptionsFormat custom_options_format = CustomOptionsFormat_FLEXBUFFERS, + const std::vector<uint8_t> *mutating_variable_inputs = nullptr) +{ + return tflite::CreateOperator( + _fbb, opcode_index, inputs ? _fbb.CreateVector<int32_t>(*inputs) : 0, + outputs ? _fbb.CreateVector<int32_t>(*outputs) : 0, builtin_options_type, builtin_options, + custom_options ? _fbb.CreateVector<uint8_t>(*custom_options) : 0, custom_options_format, + mutating_variable_inputs ? _fbb.CreateVector<uint8_t>(*mutating_variable_inputs) : 0); +} + +struct SubGraph FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_TENSORS = 4, + VT_INPUTS = 6, + VT_OUTPUTS = 8, + VT_OPERATORS = 10, + VT_NAME = 12 + }; + const flatbuffers::Vector<flatbuffers::Offset<Tensor>> *tensors() const + { + return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<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<Operator>> *operators() const + { + return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<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 +{ + flatbuffers::FlatBufferBuilder &fbb_; + flatbuffers::uoffset_t start_; + void add_tensors(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<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<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(); + } + SubGraphBuilder &operator=(const SubGraphBuilder &); + 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<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<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<Tensor>> *tensors = nullptr, + const std::vector<int32_t> *inputs = nullptr, + const std::vector<int32_t> *outputs = nullptr, + const std::vector<flatbuffers::Offset<Operator>> *operators = nullptr, + const char *name = nullptr) +{ + return tflite::CreateSubGraph( + _fbb, tensors ? _fbb.CreateVector<flatbuffers::Offset<Tensor>>(*tensors) : 0, + inputs ? _fbb.CreateVector<int32_t>(*inputs) : 0, + outputs ? _fbb.CreateVector<int32_t>(*outputs) : 0, + operators ? _fbb.CreateVector<flatbuffers::Offset<Operator>>(*operators) : 0, + name ? _fbb.CreateString(name) : 0); +} + +struct Buffer FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + 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 +{ + 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(); + } + BufferBuilder &operator=(const BufferBuilder &); + 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) +{ + return tflite::CreateBuffer(_fbb, data ? _fbb.CreateVector<uint8_t>(*data) : 0); +} + +struct Model FLATBUFFERS_FINAL_CLASS : private flatbuffers::Table +{ + enum + { + VT_VERSION = 4, + VT_OPERATOR_CODES = 6, + VT_SUBGRAPHS = 8, + VT_DESCRIPTION = 10, + VT_BUFFERS = 12, + VT_METADATA_BUFFER = 14 + }; + uint32_t version() const { return GetField<uint32_t>(VT_VERSION, 0); } + const flatbuffers::Vector<flatbuffers::Offset<OperatorCode>> *operator_codes() const + { + return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<OperatorCode>> *>( + VT_OPERATOR_CODES); + } + const flatbuffers::Vector<flatbuffers::Offset<SubGraph>> *subgraphs() const + { + return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<SubGraph>> *>(VT_SUBGRAPHS); + } + const flatbuffers::String *description() const + { + return GetPointer<const flatbuffers::String *>(VT_DESCRIPTION); + } + const flatbuffers::Vector<flatbuffers::Offset<Buffer>> *buffers() const + { + return GetPointer<const flatbuffers::Vector<flatbuffers::Offset<Buffer>> *>(VT_BUFFERS); + } + const flatbuffers::Vector<int32_t> *metadata_buffer() const + { + return GetPointer<const flatbuffers::Vector<int32_t> *>(VT_METADATA_BUFFER); + } + bool Verify(flatbuffers::Verifier &verifier) const + { + return VerifyTableStart(verifier) && VerifyField<uint32_t>(verifier, VT_VERSION) && + 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()) && + verifier.EndTable(); + } +}; + +struct ModelBuilder +{ + 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<OperatorCode>>> operator_codes) + { + fbb_.AddOffset(Model::VT_OPERATOR_CODES, operator_codes); + } + void + add_subgraphs(flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<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<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); + } + explicit ModelBuilder(flatbuffers::FlatBufferBuilder &_fbb) : fbb_(_fbb) + { + start_ = fbb_.StartTable(); + } + ModelBuilder &operator=(const ModelBuilder &); + 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<OperatorCode>>> operator_codes = 0, + flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<SubGraph>>> subgraphs = 0, + flatbuffers::Offset<flatbuffers::String> description = 0, + flatbuffers::Offset<flatbuffers::Vector<flatbuffers::Offset<Buffer>>> buffers = 0, + flatbuffers::Offset<flatbuffers::Vector<int32_t>> metadata_buffer = 0) +{ + ModelBuilder builder_(_fbb); + 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<OperatorCode>> *operator_codes = nullptr, + const std::vector<flatbuffers::Offset<SubGraph>> *subgraphs = nullptr, + const char *description = nullptr, + const std::vector<flatbuffers::Offset<Buffer>> *buffers = nullptr, + const std::vector<int32_t> *metadata_buffer = nullptr) +{ + return tflite::CreateModel( + _fbb, version, + operator_codes ? _fbb.CreateVector<flatbuffers::Offset<OperatorCode>>(*operator_codes) : 0, + subgraphs ? _fbb.CreateVector<flatbuffers::Offset<SubGraph>>(*subgraphs) : 0, + description ? _fbb.CreateString(description) : 0, + buffers ? _fbb.CreateVector<flatbuffers::Offset<Buffer>>(*buffers) : 0, + metadata_buffer ? _fbb.CreateVector<int32_t>(*metadata_buffer) : 0); +} + +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 CustomQuantization *>(obj); + return verifier.VerifyTable(ptr); + } + default: + return false; + } +} + +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 VerifyBuiltinOptions(flatbuffers::Verifier &verifier, const void *obj, + BuiltinOptions type) +{ + switch (type) + { + case BuiltinOptions_NONE: + { + return true; + } + case BuiltinOptions_Conv2DOptions: + { + auto ptr = reinterpret_cast<const Conv2DOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_DepthwiseConv2DOptions: + { + auto ptr = reinterpret_cast<const DepthwiseConv2DOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ConcatEmbeddingsOptions: + { + auto ptr = reinterpret_cast<const ConcatEmbeddingsOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LSHProjectionOptions: + { + auto ptr = reinterpret_cast<const LSHProjectionOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_Pool2DOptions: + { + auto ptr = reinterpret_cast<const Pool2DOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SVDFOptions: + { + auto ptr = reinterpret_cast<const SVDFOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_RNNOptions: + { + auto ptr = reinterpret_cast<const RNNOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_FullyConnectedOptions: + { + auto ptr = reinterpret_cast<const FullyConnectedOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SoftmaxOptions: + { + auto ptr = reinterpret_cast<const SoftmaxOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ConcatenationOptions: + { + auto ptr = reinterpret_cast<const ConcatenationOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_AddOptions: + { + auto ptr = reinterpret_cast<const AddOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_L2NormOptions: + { + auto ptr = reinterpret_cast<const L2NormOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LocalResponseNormalizationOptions: + { + auto ptr = reinterpret_cast<const LocalResponseNormalizationOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LSTMOptions: + { + auto ptr = reinterpret_cast<const LSTMOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ResizeBilinearOptions: + { + auto ptr = reinterpret_cast<const ResizeBilinearOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_CallOptions: + { + auto ptr = reinterpret_cast<const CallOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ReshapeOptions: + { + auto ptr = reinterpret_cast<const ReshapeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SkipGramOptions: + { + auto ptr = reinterpret_cast<const SkipGramOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SpaceToDepthOptions: + { + auto ptr = reinterpret_cast<const SpaceToDepthOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_EmbeddingLookupSparseOptions: + { + auto ptr = reinterpret_cast<const EmbeddingLookupSparseOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_MulOptions: + { + auto ptr = reinterpret_cast<const MulOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_PadOptions: + { + auto ptr = reinterpret_cast<const PadOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_GatherOptions: + { + auto ptr = reinterpret_cast<const GatherOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_BatchToSpaceNDOptions: + { + auto ptr = reinterpret_cast<const BatchToSpaceNDOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SpaceToBatchNDOptions: + { + auto ptr = reinterpret_cast<const SpaceToBatchNDOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_TransposeOptions: + { + auto ptr = reinterpret_cast<const TransposeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ReducerOptions: + { + auto ptr = reinterpret_cast<const ReducerOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SubOptions: + { + auto ptr = reinterpret_cast<const SubOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_DivOptions: + { + auto ptr = reinterpret_cast<const DivOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SqueezeOptions: + { + auto ptr = reinterpret_cast<const SqueezeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SequenceRNNOptions: + { + auto ptr = reinterpret_cast<const SequenceRNNOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_StridedSliceOptions: + { + auto ptr = reinterpret_cast<const StridedSliceOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ExpOptions: + { + auto ptr = reinterpret_cast<const ExpOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_TopKV2Options: + { + auto ptr = reinterpret_cast<const TopKV2Options *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SplitOptions: + { + auto ptr = reinterpret_cast<const SplitOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LogSoftmaxOptions: + { + auto ptr = reinterpret_cast<const LogSoftmaxOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_CastOptions: + { + auto ptr = reinterpret_cast<const CastOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_DequantizeOptions: + { + auto ptr = reinterpret_cast<const DequantizeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_MaximumMinimumOptions: + { + auto ptr = reinterpret_cast<const MaximumMinimumOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ArgMaxOptions: + { + auto ptr = reinterpret_cast<const ArgMaxOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LessOptions: + { + auto ptr = reinterpret_cast<const LessOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_NegOptions: + { + auto ptr = reinterpret_cast<const NegOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_PadV2Options: + { + auto ptr = reinterpret_cast<const PadV2Options *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_GreaterOptions: + { + auto ptr = reinterpret_cast<const GreaterOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_GreaterEqualOptions: + { + auto ptr = reinterpret_cast<const GreaterEqualOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LessEqualOptions: + { + auto ptr = reinterpret_cast<const LessEqualOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SelectOptions: + { + auto ptr = reinterpret_cast<const SelectOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SliceOptions: + { + auto ptr = reinterpret_cast<const SliceOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_TransposeConvOptions: + { + auto ptr = reinterpret_cast<const TransposeConvOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SparseToDenseOptions: + { + auto ptr = reinterpret_cast<const SparseToDenseOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_TileOptions: + { + auto ptr = reinterpret_cast<const TileOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ExpandDimsOptions: + { + auto ptr = reinterpret_cast<const ExpandDimsOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_EqualOptions: + { + auto ptr = reinterpret_cast<const EqualOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_NotEqualOptions: + { + auto ptr = reinterpret_cast<const NotEqualOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ShapeOptions: + { + auto ptr = reinterpret_cast<const ShapeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_PowOptions: + { + auto ptr = reinterpret_cast<const PowOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ArgMinOptions: + { + auto ptr = reinterpret_cast<const ArgMinOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_FakeQuantOptions: + { + auto ptr = reinterpret_cast<const FakeQuantOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_PackOptions: + { + auto ptr = reinterpret_cast<const PackOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LogicalOrOptions: + { + auto ptr = reinterpret_cast<const LogicalOrOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_OneHotOptions: + { + auto ptr = reinterpret_cast<const OneHotOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LogicalAndOptions: + { + auto ptr = reinterpret_cast<const LogicalAndOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LogicalNotOptions: + { + auto ptr = reinterpret_cast<const LogicalNotOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_UnpackOptions: + { + auto ptr = reinterpret_cast<const UnpackOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_FloorDivOptions: + { + auto ptr = reinterpret_cast<const FloorDivOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SquareOptions: + { + auto ptr = reinterpret_cast<const SquareOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ZerosLikeOptions: + { + auto ptr = reinterpret_cast<const ZerosLikeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_FillOptions: + { + auto ptr = reinterpret_cast<const FillOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_BidirectionalSequenceLSTMOptions: + { + auto ptr = reinterpret_cast<const BidirectionalSequenceLSTMOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_BidirectionalSequenceRNNOptions: + { + auto ptr = reinterpret_cast<const BidirectionalSequenceRNNOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_UnidirectionalSequenceLSTMOptions: + { + auto ptr = reinterpret_cast<const UnidirectionalSequenceLSTMOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_FloorModOptions: + { + auto ptr = reinterpret_cast<const FloorModOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_RangeOptions: + { + auto ptr = reinterpret_cast<const RangeOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_ResizeNearestNeighborOptions: + { + auto ptr = reinterpret_cast<const ResizeNearestNeighborOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_LeakyReluOptions: + { + auto ptr = reinterpret_cast<const LeakyReluOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SquaredDifferenceOptions: + { + auto ptr = reinterpret_cast<const SquaredDifferenceOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_MirrorPadOptions: + { + auto ptr = reinterpret_cast<const MirrorPadOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_AbsOptions: + { + auto ptr = reinterpret_cast<const AbsOptions *>(obj); + return verifier.VerifyTable(ptr); + } + case BuiltinOptions_SplitVOptions: + { + auto ptr = reinterpret_cast<const SplitVOptions *>(obj); + return verifier.VerifyTable(ptr); + } + default: + return false; + } +} + +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_ |