diff options
Diffstat (limited to 'runtime/libs/tflite/port/1.13.1/src/kernels/register.cpp')
| -rw-r--r-- | runtime/libs/tflite/port/1.13.1/src/kernels/register.cpp | 314 |
1 files changed, 0 insertions, 314 deletions
diff --git a/runtime/libs/tflite/port/1.13.1/src/kernels/register.cpp b/runtime/libs/tflite/port/1.13.1/src/kernels/register.cpp deleted file mode 100644 index 89f81b612..000000000 --- a/runtime/libs/tflite/port/1.13.1/src/kernels/register.cpp +++ /dev/null @@ -1,314 +0,0 @@ -/* Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved - Copyright 2017 The TensorFlow Authors. 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. -==============================================================================*/ - -// NOTE To minimize diff with upstream tensorflow, disable clang-format -// clang-format off - -// NOTE This code is derived from the following file (in TensorFlow v1.13.1) -// 'externals/tensorflow/tensorflow/lite/kernels/register.cc' -#include "tflite/ext/kernels/register.h" -#include "tensorflow/lite/util.h" -#include "tflite/ext/kernels/CustomOps.h" - -namespace tflite { -namespace ops { - -namespace custom { - -// Need additional external library for AUDIO_SPECTROGRAM -//TfLiteRegistration* Register_AUDIO_SPECTROGRAM(); -TfLiteRegistration* Register_LAYER_NORM_LSTM(); -TfLiteRegistration* Register_MFCC(); -TfLiteRegistration* Register_DETECTION_POSTPROCESS(); -TfLiteRegistration* Register_RELU_1(); - -} // namespace custom -} -} - -namespace tflite { -namespace ops { -namespace builtin { - -TfLiteRegistration* Register_ABS(); -TfLiteRegistration* Register_RELU(); -TfLiteRegistration* Register_RELU_N1_TO_1(); -TfLiteRegistration* Register_RELU6(); -TfLiteRegistration* Register_TANH(); -TfLiteRegistration* Register_LOGISTIC(); -TfLiteRegistration* Register_AVERAGE_POOL_2D(); -TfLiteRegistration* Register_MAX_POOL_2D(); -TfLiteRegistration* Register_L2_POOL_2D(); -TfLiteRegistration* Register_CONV_2D(); -TfLiteRegistration* Register_DEPTHWISE_CONV_2D(); -TfLiteRegistration* Register_SVDF(); -TfLiteRegistration* Register_RNN(); -TfLiteRegistration* Register_BIDIRECTIONAL_SEQUENCE_RNN(); -TfLiteRegistration* Register_UNIDIRECTIONAL_SEQUENCE_RNN(); -TfLiteRegistration* Register_EMBEDDING_LOOKUP(); -TfLiteRegistration* Register_EMBEDDING_LOOKUP_SPARSE(); -TfLiteRegistration* Register_FULLY_CONNECTED(); -TfLiteRegistration* Register_LSH_PROJECTION(); -TfLiteRegistration* Register_HASHTABLE_LOOKUP(); -TfLiteRegistration* Register_SOFTMAX(); -TfLiteRegistration* Register_CONCATENATION(); -TfLiteRegistration* Register_ADD(); -TfLiteRegistration* Register_SPACE_TO_BATCH_ND(); -TfLiteRegistration* Register_DIV(); -TfLiteRegistration* Register_SUB(); -TfLiteRegistration* Register_BATCH_TO_SPACE_ND(); -TfLiteRegistration* Register_MUL(); -TfLiteRegistration* Register_L2_NORMALIZATION(); -TfLiteRegistration* Register_LOCAL_RESPONSE_NORMALIZATION(); -TfLiteRegistration* Register_LSTM(); -TfLiteRegistration* Register_BIDIRECTIONAL_SEQUENCE_LSTM(); -TfLiteRegistration* Register_UNIDIRECTIONAL_SEQUENCE_LSTM(); -TfLiteRegistration* Register_PAD(); -TfLiteRegistration* Register_PADV2(); -TfLiteRegistration* Register_RESHAPE(); -TfLiteRegistration* Register_RESIZE_BILINEAR(); -TfLiteRegistration* Register_RESIZE_NEAREST_NEIGHBOR(); -TfLiteRegistration* Register_SKIP_GRAM(); -TfLiteRegistration* Register_SPACE_TO_DEPTH(); -TfLiteRegistration* Register_GATHER(); -TfLiteRegistration* Register_TRANSPOSE(); -TfLiteRegistration* Register_MEAN(); -TfLiteRegistration* Register_SPLIT(); -TfLiteRegistration* Register_SPLIT_V(); -TfLiteRegistration* Register_SQUEEZE(); -TfLiteRegistration* Register_STRIDED_SLICE(); -TfLiteRegistration* Register_EXP(); -TfLiteRegistration* Register_TOPK_V2(); -TfLiteRegistration* Register_LOG(); -TfLiteRegistration* Register_LOG_SOFTMAX(); -TfLiteRegistration* Register_CAST(); -TfLiteRegistration* Register_DEQUANTIZE(); -TfLiteRegistration* Register_PRELU(); -TfLiteRegistration* Register_MAXIMUM(); -TfLiteRegistration* Register_MINIMUM(); -TfLiteRegistration* Register_ARG_MAX(); -TfLiteRegistration* Register_ARG_MIN(); -TfLiteRegistration* Register_GREATER(); -TfLiteRegistration* Register_GREATER_EQUAL(); -TfLiteRegistration* Register_LESS(); -TfLiteRegistration* Register_LESS_EQUAL(); -TfLiteRegistration* Register_FLOOR(); -TfLiteRegistration* Register_TILE(); -TfLiteRegistration* Register_NEG(); -TfLiteRegistration* Register_SUM(); -TfLiteRegistration* Register_REDUCE_PROD(); -TfLiteRegistration* Register_REDUCE_MAX(); -TfLiteRegistration* Register_REDUCE_MIN(); -TfLiteRegistration* Register_REDUCE_ANY(); -TfLiteRegistration* Register_SELECT(); -TfLiteRegistration* Register_SLICE(); -TfLiteRegistration* Register_SIN(); -TfLiteRegistration* Register_TRANSPOSE_CONV(); -TfLiteRegistration* Register_EXPAND_DIMS(); -TfLiteRegistration* Register_SPARSE_TO_DENSE(); -TfLiteRegistration* Register_EQUAL(); -TfLiteRegistration* Register_NOT_EQUAL(); -TfLiteRegistration* Register_SQRT(); -TfLiteRegistration* Register_RSQRT(); -TfLiteRegistration* Register_SHAPE(); -TfLiteRegistration* Register_POW(); -TfLiteRegistration* Register_FAKE_QUANT(); -TfLiteRegistration* Register_PACK(); -TfLiteRegistration* Register_ONE_HOT(); -TfLiteRegistration* Register_LOGICAL_OR(); -TfLiteRegistration* Register_LOGICAL_AND(); -TfLiteRegistration* Register_LOGICAL_NOT(); -TfLiteRegistration* Register_UNPACK(); -TfLiteRegistration* Register_FLOOR_DIV(); -TfLiteRegistration* Register_SQUARE(); -TfLiteRegistration* Register_ZEROS_LIKE(); -TfLiteRegistration* Register_FLOOR_MOD(); -TfLiteRegistration* Register_RANGE(); -TfLiteRegistration* Register_LEAKY_RELU(); -TfLiteRegistration* Register_SQUARED_DIFFERENCE(); -TfLiteRegistration* Register_FILL(); -TfLiteRegistration* Register_MIRROR_PAD(); - -} // namespace builtin -} // namespace ops -} // namespace tflite - -namespace nnfw { -namespace tflite { - -// Using namespace directive to minimize diff with upstream tensorflow -using namespace ::tflite::ops::custom; -using namespace ::tflite::ops::builtin; -using namespace ::tflite; - -// Fix to use strict build option -TfLiteStatus UnsupportedTensorFlowOp(TfLiteContext* context, TfLiteNode* /*node*/) { - context->ReportError( - context, - "Regular TensorFlow ops are not supported by this interpreter. Make sure " - "you invoke the Flex delegate before inference."); - return kTfLiteError; -} - -const TfLiteRegistration* BuiltinOpResolver::FindOp(tflite::BuiltinOperator op, - int version) const { - return MutableOpResolver::FindOp(op, version); -} - -const TfLiteRegistration* BuiltinOpResolver::FindOp(const char* op, - int version) const { - // Return the NULL Op for all ops whose name start with "Flex", allowing - // the interpreter to delegate their execution. - if (IsFlexOp(op)) { - static TfLiteRegistration null_op{ - nullptr, nullptr, &UnsupportedTensorFlowOp, - nullptr, nullptr, BuiltinOperator_CUSTOM, - "Flex", 1}; - return &null_op; - } - return MutableOpResolver::FindOp(op, version); -} - -BuiltinOpResolver::BuiltinOpResolver() { - AddBuiltin(BuiltinOperator_ABS, Register_ABS()); - AddBuiltin(BuiltinOperator_RELU, Register_RELU()); - AddBuiltin(BuiltinOperator_RELU_N1_TO_1, Register_RELU_N1_TO_1()); - AddBuiltin(BuiltinOperator_RELU6, Register_RELU6()); - AddBuiltin(BuiltinOperator_TANH, Register_TANH()); - AddBuiltin(BuiltinOperator_LOGISTIC, Register_LOGISTIC()); - AddBuiltin(BuiltinOperator_AVERAGE_POOL_2D, Register_AVERAGE_POOL_2D()); - AddBuiltin(BuiltinOperator_MAX_POOL_2D, Register_MAX_POOL_2D()); - AddBuiltin(BuiltinOperator_L2_POOL_2D, Register_L2_POOL_2D()); - AddBuiltin(BuiltinOperator_CONV_2D, Register_CONV_2D()); - AddBuiltin(BuiltinOperator_DEPTHWISE_CONV_2D, Register_DEPTHWISE_CONV_2D(), - /* min_version */ 1, - /* max_version */ 2); - AddBuiltin(BuiltinOperator_SVDF, Register_SVDF()); - AddBuiltin(BuiltinOperator_RNN, Register_RNN()); - AddBuiltin(BuiltinOperator_BIDIRECTIONAL_SEQUENCE_RNN, - Register_BIDIRECTIONAL_SEQUENCE_RNN()); - AddBuiltin(BuiltinOperator_UNIDIRECTIONAL_SEQUENCE_RNN, - Register_UNIDIRECTIONAL_SEQUENCE_RNN()); - AddBuiltin(BuiltinOperator_EMBEDDING_LOOKUP, Register_EMBEDDING_LOOKUP()); - AddBuiltin(BuiltinOperator_EMBEDDING_LOOKUP_SPARSE, - Register_EMBEDDING_LOOKUP_SPARSE()); - AddBuiltin(BuiltinOperator_FULLY_CONNECTED, Register_FULLY_CONNECTED(), - /* min_version */ 1, - /* max_version */ 2); - AddBuiltin(BuiltinOperator_LSH_PROJECTION, Register_LSH_PROJECTION()); - AddBuiltin(BuiltinOperator_HASHTABLE_LOOKUP, Register_HASHTABLE_LOOKUP()); - AddBuiltin(BuiltinOperator_SOFTMAX, Register_SOFTMAX()); - AddBuiltin(BuiltinOperator_CONCATENATION, Register_CONCATENATION()); - AddBuiltin(BuiltinOperator_ADD, Register_ADD()); - AddBuiltin(BuiltinOperator_SPACE_TO_BATCH_ND, Register_SPACE_TO_BATCH_ND()); - AddBuiltin(BuiltinOperator_BATCH_TO_SPACE_ND, Register_BATCH_TO_SPACE_ND()); - AddBuiltin(BuiltinOperator_MUL, Register_MUL()); - AddBuiltin(BuiltinOperator_L2_NORMALIZATION, Register_L2_NORMALIZATION()); - AddBuiltin(BuiltinOperator_LOCAL_RESPONSE_NORMALIZATION, - Register_LOCAL_RESPONSE_NORMALIZATION()); - AddBuiltin(BuiltinOperator_LSTM, Register_LSTM(), /* min_version */ 1, - /* max_version */ 2); - AddBuiltin(BuiltinOperator_BIDIRECTIONAL_SEQUENCE_LSTM, - Register_BIDIRECTIONAL_SEQUENCE_LSTM()); - AddBuiltin(BuiltinOperator_UNIDIRECTIONAL_SEQUENCE_LSTM, - Register_UNIDIRECTIONAL_SEQUENCE_LSTM()); - AddBuiltin(BuiltinOperator_PAD, Register_PAD()); - AddBuiltin(BuiltinOperator_PADV2, Register_PADV2()); - AddBuiltin(BuiltinOperator_RESHAPE, Register_RESHAPE()); - AddBuiltin(BuiltinOperator_RESIZE_BILINEAR, Register_RESIZE_BILINEAR()); - AddBuiltin(BuiltinOperator_RESIZE_NEAREST_NEIGHBOR, - Register_RESIZE_NEAREST_NEIGHBOR()); - AddBuiltin(BuiltinOperator_SKIP_GRAM, Register_SKIP_GRAM()); - AddBuiltin(BuiltinOperator_SPACE_TO_DEPTH, Register_SPACE_TO_DEPTH()); - AddBuiltin(BuiltinOperator_GATHER, Register_GATHER()); - AddBuiltin(BuiltinOperator_TRANSPOSE, Register_TRANSPOSE()); - AddBuiltin(BuiltinOperator_MEAN, Register_MEAN()); - AddBuiltin(BuiltinOperator_DIV, Register_DIV()); - AddBuiltin(BuiltinOperator_SUB, Register_SUB()); - AddBuiltin(BuiltinOperator_SPLIT, Register_SPLIT()); - AddBuiltin(BuiltinOperator_SPLIT_V, Register_SPLIT_V()); - AddBuiltin(BuiltinOperator_SQUEEZE, Register_SQUEEZE()); - AddBuiltin(BuiltinOperator_STRIDED_SLICE, Register_STRIDED_SLICE()); - AddBuiltin(BuiltinOperator_EXP, Register_EXP()); - AddBuiltin(BuiltinOperator_TOPK_V2, Register_TOPK_V2()); - AddBuiltin(BuiltinOperator_LOG, Register_LOG()); - AddBuiltin(BuiltinOperator_LOG_SOFTMAX, Register_LOG_SOFTMAX()); - AddBuiltin(BuiltinOperator_CAST, Register_CAST()); - AddBuiltin(BuiltinOperator_DEQUANTIZE, Register_DEQUANTIZE(), - /* min_version */ 1, - /* max_version */ 2); - AddBuiltin(BuiltinOperator_PRELU, Register_PRELU()); - AddBuiltin(BuiltinOperator_MAXIMUM, Register_MAXIMUM()); - AddBuiltin(BuiltinOperator_MINIMUM, Register_MINIMUM()); - AddBuiltin(BuiltinOperator_ARG_MAX, Register_ARG_MAX()); - AddBuiltin(BuiltinOperator_ARG_MIN, Register_ARG_MIN()); - AddBuiltin(BuiltinOperator_GREATER, Register_GREATER()); - AddBuiltin(BuiltinOperator_GREATER_EQUAL, Register_GREATER_EQUAL()); - AddBuiltin(BuiltinOperator_LESS, Register_LESS()); - AddBuiltin(BuiltinOperator_LESS_EQUAL, Register_LESS_EQUAL()); - AddBuiltin(BuiltinOperator_FLOOR, Register_FLOOR()); - AddBuiltin(BuiltinOperator_NEG, Register_NEG()); - AddBuiltin(BuiltinOperator_SELECT, Register_SELECT()); - AddBuiltin(BuiltinOperator_SLICE, Register_SLICE()); - AddBuiltin(BuiltinOperator_SIN, Register_SIN()); - AddBuiltin(BuiltinOperator_TRANSPOSE_CONV, Register_TRANSPOSE_CONV()); - AddBuiltin(BuiltinOperator_TILE, Register_TILE()); - AddBuiltin(BuiltinOperator_SUM, Register_SUM()); - AddBuiltin(BuiltinOperator_REDUCE_PROD, Register_REDUCE_PROD()); - AddBuiltin(BuiltinOperator_REDUCE_MAX, Register_REDUCE_MAX()); - AddBuiltin(BuiltinOperator_REDUCE_MIN, Register_REDUCE_MIN()); - AddBuiltin(BuiltinOperator_REDUCE_ANY, Register_REDUCE_ANY()); - AddBuiltin(BuiltinOperator_EXPAND_DIMS, Register_EXPAND_DIMS()); - AddBuiltin(BuiltinOperator_SPARSE_TO_DENSE, Register_SPARSE_TO_DENSE()); - AddBuiltin(BuiltinOperator_EQUAL, Register_EQUAL()); - AddBuiltin(BuiltinOperator_NOT_EQUAL, Register_NOT_EQUAL()); - AddBuiltin(BuiltinOperator_SQRT, Register_SQRT()); - AddBuiltin(BuiltinOperator_RSQRT, Register_RSQRT()); - AddBuiltin(BuiltinOperator_SHAPE, Register_SHAPE()); - AddBuiltin(BuiltinOperator_POW, Register_POW()); - AddBuiltin(BuiltinOperator_FAKE_QUANT, Register_FAKE_QUANT(), 1, 2); - AddBuiltin(BuiltinOperator_PACK, Register_PACK()); - AddBuiltin(BuiltinOperator_ONE_HOT, Register_ONE_HOT()); - AddBuiltin(BuiltinOperator_LOGICAL_OR, Register_LOGICAL_OR()); - AddBuiltin(BuiltinOperator_LOGICAL_AND, Register_LOGICAL_AND()); - AddBuiltin(BuiltinOperator_LOGICAL_NOT, Register_LOGICAL_NOT()); - AddBuiltin(BuiltinOperator_UNPACK, Register_UNPACK()); - AddBuiltin(BuiltinOperator_FLOOR_DIV, Register_FLOOR_DIV()); - AddBuiltin(BuiltinOperator_SQUARE, Register_SQUARE()); - AddBuiltin(BuiltinOperator_ZEROS_LIKE, Register_ZEROS_LIKE()); - AddBuiltin(BuiltinOperator_FLOOR_MOD, Register_FLOOR_MOD()); - AddBuiltin(BuiltinOperator_RANGE, Register_RANGE()); - AddBuiltin(BuiltinOperator_LEAKY_RELU, Register_LEAKY_RELU()); - AddBuiltin(BuiltinOperator_SQUARED_DIFFERENCE, Register_SQUARED_DIFFERENCE()); - AddBuiltin(BuiltinOperator_FILL, Register_FILL()); - AddBuiltin(BuiltinOperator_MIRROR_PAD, Register_MIRROR_PAD()); - - AddCustom("SquaredDifference", nnfw::tflite::custom::Register_SquaredDifference()); - - // TODO(andrewharp, ahentz): Move these somewhere more appropriate so that - // custom ops aren't always included by default. - AddCustom("Mfcc", tflite::ops::custom::Register_MFCC()); - // Need additional external library for audio spectrogram - //AddCustom("AudioSpectrogram", - // tflite::ops::custom::Register_AUDIO_SPECTROGRAM()); - AddCustom("LayerNormLstm", tflite::ops::custom::Register_LAYER_NORM_LSTM()); - AddCustom("Relu1", tflite::ops::custom::Register_RELU_1()); - AddCustom("TFLite_Detection_PostProcess", - tflite::ops::custom::Register_DETECTION_POSTPROCESS()); -} - -} // namespace tflite -} // namespace nnfw |