wehub-resource-sync
81 lines
2.8 KiB
C++
81 lines
2.8 KiB
C++
/* Copyright 2021 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.
|
|
==============================================================================*/
|
|
#include "tensorflow/lite/tools/versioning/op_signature.h"
|
|
|
|
#include <cstdint>
|
|
#include <cstring>
|
|
#include <vector>
|
|
|
|
#include "tensorflow/compiler/mlir/lite/tools/versioning/op_signature.h"
|
|
#include "tensorflow/lite/core/c/common.h"
|
|
#include "tensorflow/lite/kernels/kernel_util.h"
|
|
#include "tensorflow/lite/schema/schema_generated.h"
|
|
|
|
namespace tflite {
|
|
namespace {
|
|
|
|
std::vector<OpSignatureTensorSpec> GetOpSignatureTensorSpecs(
|
|
TfLiteIntArray* tensors, const TfLiteContext* context,
|
|
const TfLiteNode* tflite_node) {
|
|
std::vector<OpSignatureTensorSpec> tensor_specs;
|
|
|
|
for (int32_t i = 0; i < tensors->size; ++i) {
|
|
int32_t tensor_no = tensors->data[i];
|
|
|
|
OpSignatureTensorSpec tensor_spec = {kTfLiteNoType};
|
|
if (tensor_no >= 0) {
|
|
const TfLiteTensor* tfl_tensor;
|
|
if (context->tensors != nullptr) {
|
|
tfl_tensor = &context->tensors[tensor_no];
|
|
} else {
|
|
tfl_tensor = context->GetTensor(context, tensor_no);
|
|
}
|
|
if (tfl_tensor != nullptr) {
|
|
tensor_spec.type = tfl_tensor->type;
|
|
tensor_spec.is_const = (tfl_tensor->allocation_type == kTfLiteMmapRo);
|
|
if (tfl_tensor->dims) {
|
|
for (int32_t j = 0; j < tfl_tensor->dims->size; ++j) {
|
|
tensor_spec.dims.push_back(tfl_tensor->dims->data[j]);
|
|
}
|
|
}
|
|
tensor_spec.is_shape_dynamic = HasUnspecifiedDimension(tfl_tensor);
|
|
}
|
|
}
|
|
tensor_specs.push_back(tensor_spec);
|
|
}
|
|
return tensor_specs;
|
|
}
|
|
|
|
} // namespace
|
|
|
|
OpSignature GetOpSignature(const TfLiteContext* context, const TfLiteNode* node,
|
|
const TfLiteRegistration* registration) {
|
|
OpSignature op_sig = {
|
|
static_cast<BuiltinOperator>(registration->builtin_code)};
|
|
op_sig.builtin_data = node->builtin_data;
|
|
if (op_sig.op == BuiltinOperator_CUSTOM) {
|
|
op_sig.custom_name = registration->custom_name;
|
|
op_sig.custom_initial_data = node->custom_initial_data;
|
|
}
|
|
std::memset(&op_sig.ext_options, 0, sizeof(op_sig.ext_options));
|
|
|
|
op_sig.inputs = GetOpSignatureTensorSpecs(node->inputs, context, node);
|
|
op_sig.outputs = GetOpSignatureTensorSpecs(node->outputs, context, node);
|
|
op_sig.version = registration->version;
|
|
return op_sig;
|
|
}
|
|
|
|
} // namespace tflite
|