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+/* 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.
+==============================================================================*/
+#ifndef TENSORFLOW_CONTRIB_LITE_KERNELS_INTERNAL_TENSOR_CTYPES_H_
+#define TENSORFLOW_CONTRIB_LITE_KERNELS_INTERNAL_TENSOR_CTYPES_H_
+
+#include "tensorflow/contrib/lite/c/c_api_internal.h"
+#include "tensorflow/contrib/lite/kernels/internal/types.h"
+
+namespace tflite {
+
+template <typename T>
+inline T* GetTensorData(TfLiteTensor* tensor);
+
+template <>
+inline float* GetTensorData(TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.f : nullptr;
+}
+
+template <>
+inline uint8_t* GetTensorData(TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.uint8 : nullptr;
+}
+
+template <>
+inline int16_t* GetTensorData(TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.i16 : nullptr;
+}
+
+template <>
+inline int32_t* GetTensorData(TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.i32 : nullptr;
+}
+
+template <>
+inline int64_t* GetTensorData(TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.i64 : nullptr;
+}
+
+template <>
+inline bool* GetTensorData(TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.b : nullptr;
+}
+
+template <typename T>
+inline const T* GetTensorData(const TfLiteTensor* tensor);
+
+template <>
+inline const float* GetTensorData(const TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.f : nullptr;
+}
+
+template <>
+inline const uint8_t* GetTensorData(const TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.uint8 : nullptr;
+}
+
+template <>
+inline const int16_t* GetTensorData(const TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.i16 : nullptr;
+}
+
+template <>
+inline const int32_t* GetTensorData(const TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.i32 : nullptr;
+}
+
+template <>
+inline const int64_t* GetTensorData(const TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.i64 : nullptr;
+}
+
+template <>
+inline const bool* GetTensorData(const TfLiteTensor* tensor) {
+ return tensor != nullptr ? tensor->data.b : nullptr;
+}
+
+inline int RemapDim(int max_dimensions, int d) {
+ return max_dimensions - d - 1;
+}
+
+// TODO(ahentz): the implementations in kernels/internal/ take a Dims<4> object
+// even if the original tensors were not 4D. We should consider rewriting them
+// to take a more generic 'shape' object.
+inline Dims<4> GetTensorDims(const int data[], const int size) {
+ Dims<4> d;
+ for (int i = 0; i < 4; ++i) {
+ int src = size - i - 1;
+ if (src >= 0) {
+ d.sizes[i] = data[src];
+ } else {
+ d.sizes[i] = 1;
+ }
+ }
+ d.strides[0] = 1;
+ for (int i = 1; i < 4; i++) {
+ d.strides[i] = d.strides[i - 1] * d.sizes[i - 1];
+ }
+ return d;
+}
+
+inline Dims<4> GetTensorDims(const TfLiteTensor* tensor) {
+ if (tensor == nullptr) {
+ return Dims<4>();
+ }
+
+ auto* dims = tensor->dims;
+ return GetTensorDims(dims->data, dims->size);
+}
+
+inline RuntimeShape GetTensorShape(const TfLiteTensor* tensor) {
+ if (tensor == nullptr) {
+ return RuntimeShape();
+ }
+
+ TfLiteIntArray* dims = tensor->dims;
+ const int dims_size = dims->size;
+ const int32_t* dims_data = dims->data;
+ return RuntimeShape(dims_size, dims_data);
+}
+
+} // namespace tflite
+
+#endif // TENSORFLOW_CONTRIB_LITE_KERNELS_INTERNAL_TENSOR_CTYPES_H_