Update source files with used includes.

PiperOrigin-RevId: 316589177
Change-Id: I0aba0ed1cf9ff478e7890fa53a7749bf844bd26d

tensorflow/lite/kernels/acceleration_test_util.cc

@@ -14,19 +14,11 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/acceleration_test_util.h"
 
-#include <algorithm>
-#include <array>
-#include <atomic>
-#include <cctype>
-#include <cstring>
-#include <set>
 #include <sstream>
 #include <string>
-#include <unordered_map>
 
+#include <gtest/gtest.h>
 #include "absl/types/optional.h"
-#include "tensorflow/lite/kernels/acceleration_test_util_internal.h"
-#include "tensorflow/lite/minimal_logging.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/acceleration_test_util.h

@@ -15,7 +15,7 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_ACCELERATION_TEST_UTIL_H_
 #define TENSORFLOW_LITE_KERNELS_ACCELERATION_TEST_UTIL_H_
 
-#include <gtest/gtest.h>
+#include <string>
 
 namespace tflite {
 

tensorflow/lite/kernels/acceleration_test_util_internal.cc

@@ -14,6 +14,14 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/acceleration_test_util_internal.h"
 
+#include <ctype.h>
+
+#include <algorithm>
+#include <functional>
+#include <iterator>
+#include <sstream>
+#include <string>
+
 namespace tflite {
 
 void ReadAccelerationConfig(

tensorflow/lite/kernels/acceleration_test_util_internal.h

@@ -18,14 +18,12 @@ limitations under the License.
 #include <algorithm>
 #include <atomic>
 #include <functional>
-#include <sstream>
+#include <iterator>
 #include <string>
-#include <utility>
 #include <vector>
 
 #include "absl/types/optional.h"
 #include "re2/re2.h"
-#include "tensorflow/lite/minimal_logging.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/acceleration_test_util_internal_test.cc

@@ -14,7 +14,9 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/acceleration_test_util_internal.h"
 
+#include <functional>
 #include <optional>
+#include <string>
 #include <unordered_map>
 
 #include <gmock/gmock.h>

tensorflow/lite/kernels/activations.cc

@@ -12,25 +12,35 @@ 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 <stddef.h>
+
+#include <algorithm>
 #include <cmath>
 #include <cstdint>
+#include <functional>
 #include <limits>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/internal/common.h"
 #include "tensorflow/lite/kernels/internal/compatibility.h"
+#include "tensorflow/lite/kernels/internal/cppmath.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"
+#include "tensorflow/lite/kernels/internal/reference/binary_function.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/log_softmax.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/logistic.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/tanh.h"
 #include "tensorflow/lite/kernels/internal/reference/logistic.h"
+#include "tensorflow/lite/kernels/internal/reference/prelu.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
+#include "tensorflow/lite/kernels/internal/reference/softmax.h"
+#include "tensorflow/lite/kernels/internal/reference/tanh.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 #if __aarch64__ && __clang__
 #include <arm_neon.h>

tensorflow/lite/kernels/activations_test.cc

@@ -12,16 +12,28 @@ 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 <cstdarg>
+#include <math.h>
+#include <stdint.h>
+#include <stdlib.h>
+
+#include <algorithm>
+#include <initializer_list>
 #include <limits>
+#include <map>
+#include <memory>
 #include <random>
+#include <string>
+#include <utility>
+#include <vector>
 
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
+#include "tensorflow/lite/core/api/op_resolver.h"
 #include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/add.cc

@@ -14,16 +14,26 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/internal/optimized/integer_ops/add.h"
 
+#include <stddef.h>
+#include <stdint.h>
+
+#include <algorithm>
+
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"
+#include "tensorflow/lite/kernels/internal/reference/add.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/add.h"
+#include "tensorflow/lite/kernels/internal/reference/process_broadcast_shapes.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/add_n.cc

@@ -12,6 +12,8 @@ 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 <stdint.h>
+
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"

tensorflow/lite/kernels/add_n_test.cc

@@ -12,13 +12,14 @@ 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 <stdint.h>
+
 #include <vector>
 
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/add_test.cc

@@ -12,11 +12,15 @@ 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 <stddef.h>
+#include <stdint.h>
+
+#include <vector>
+
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/arg_min_max.cc

@@ -12,13 +12,19 @@ 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/kernels/internal/reference/arg_min_max.h"
+
+#include <stdint.h>
+
+#include <functional>
+
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/arg_min_max_test.cc

@@ -12,11 +12,16 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <tuple>
+#include <vector>
+
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/assign_variable.cc

@@ -13,17 +13,13 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
-#include <string.h>
+#include <stdint.h>
 
-#include <memory>
-
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/core/subgraph.h"
 #include "tensorflow/lite/experimental/resource/resource_variable.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/audio_spectrogram.cc

@@ -13,15 +13,20 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <math.h>
+#include <stddef.h>
+#include <stdint.h>
+
+#include <vector>
+
 #include "flatbuffers/flexbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/spectrogram.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/audio_spectrogram_test.cc

@@ -13,16 +13,13 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
-#include <functional>
-#include <memory>
 #include <vector>
 
 #include <gtest/gtest.h>
 #include "flatbuffers/flexbuffers.h"  // from @flatbuffers
 #include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/basic_rnn_test.cc

@@ -14,17 +14,14 @@ limitations under the License.
 ==============================================================================*/
 // Unit test for TFLite RNN op.
 
-#include <string.h>
 #include <initializer_list>
-#include <memory>
 #include <vector>
 
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/batch_matmul.cc

@@ -15,15 +15,21 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/internal/reference/batch_matmul.h"
 
+#include <stddef.h>
+
+#include <algorithm>
 #include <cstdint>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/batch_matmul.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/tensor_utils.h"
 #include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
 

tensorflow/lite/kernels/batch_matmul_test.cc

@@ -12,12 +12,16 @@ 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 <gmock/gmock.h>
+#include <stddef.h>
+#include <stdint.h>
+
+#include <initializer_list>
+#include <vector>
+
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/batch_to_space_nd.cc

@@ -12,17 +12,15 @@ 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 <string.h>
+#include <stdint.h>
 
-#include <vector>
-
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/batch_to_space_nd_test.cc

@@ -13,11 +13,16 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <stdint.h>
+
+#include <initializer_list>
+#include <vector>
+
 #include <gtest/gtest.h>
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
 #include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/bidirectional_sequence_lstm.cc

@@ -13,6 +13,9 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <math.h>
+
+#include <algorithm>
 #include <cstddef>
 
 #include "tensorflow/lite/c/builtin_op_data.h"

tensorflow/lite/kernels/bidirectional_sequence_lstm_test.cc

@@ -14,17 +14,12 @@ limitations under the License.
 ==============================================================================*/
 // Unit test for TFLite Bidirectional LSTM op.
 
-#include <initializer_list>
+#include <tuple>
-#include <iomanip>
-#include <memory>
 #include <vector>
 
-#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
 #include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {

tensorflow/lite/kernels/bidirectional_sequence_rnn.cc

@@ -12,6 +12,7 @@ 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 <algorithm>
 #include <cstddef>
 #include <cstdint>
 

tensorflow/lite/kernels/bidirectional_sequence_rnn_test.cc

@@ -14,15 +14,18 @@ limitations under the License.
 ==============================================================================*/
 // Unit test for TFLite Bidirectional RNN op.
 
-#include <iomanip>
+#include <algorithm>
+#include <functional>
+#include <initializer_list>
+#include <iterator>
+#include <tuple>
 #include <vector>
 
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/cast.cc

@@ -12,18 +12,14 @@ 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 <string.h>
-
 #include <algorithm>
 #include <complex>
 
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
-#include "tensorflow/lite/string_util.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/cast_test.cc

@@ -12,13 +12,16 @@ 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 <complex>
+#include <stdint.h>
 
+#include <complex>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/ceil.cc

@@ -16,6 +16,7 @@ limitations under the License.
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
 
 namespace tflite {

tensorflow/lite/kernels/ceil_test.cc

@@ -13,11 +13,13 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <initializer_list>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/comparisons.cc

@@ -12,10 +12,19 @@ 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/kernels/internal/reference/comparisons.h"
+
+#include <stdint.h>
+
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
+#include "tensorflow/lite/kernels/internal/quantization_util.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
+#include "tensorflow/lite/string_util.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/comparisons_test.cc

@@ -12,11 +12,18 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <string>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/concatenation.cc

@@ -12,20 +12,19 @@ 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 <cassert>
+#include "tensorflow/lite/kernels/internal/reference/concatenation.h"
-#include <cmath>
+
-#include <cstdio>
+#include <stdint.h>
-#include <cstdlib>
-#include <iostream>
-#include <limits>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/concatenation_test.cc

@@ -12,13 +12,18 @@ 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 <cstdarg>
+#include <stdint.h>
 
+#include <initializer_list>
+#include <limits>
+#include <type_traits>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/conv.cc

@@ -14,19 +14,17 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/internal/optimized/integer_ops/conv.h"
 
-#include <algorithm>
+#include <stddef.h>
-#include <cassert>
+
-#include <cmath>
 #include <cstdint>
-#include <cstdio>
+#include <vector>
-#include <cstdlib>
-#include <iostream>
-#include <limits>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/eigen_support.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 // b/131835803 forces us to include multithreaded_conv.h before optimized_ops.h
 #ifndef TFLITE_WITH_RUY_ONLY
 #include "tensorflow/lite/kernels/internal/optimized/multithreaded_conv.h"
@@ -39,7 +37,6 @@ limitations under the License.
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/internal/tensor_utils.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 #include "tensorflow/lite/kernels/padding.h"
 
 namespace tflite {

tensorflow/lite/kernels/conv_test.cc

@@ -12,15 +12,22 @@ 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 <cstdarg>
+#include <stddef.h>
-#include <initializer_list>
+#include <stdint.h>
 
+#include <initializer_list>
+#include <map>
+#include <memory>
+#include <string>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
 #include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/cpu_backend_context.cc

@@ -15,8 +15,12 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 
+#include <memory>
+
 #include "public/gemmlowp.h"
 #include "ruy/context.h"  // from @ruy
+#include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/external_cpu_backend_context.h"
 #include "tensorflow/lite/kernels/op_macros.h"
 
 namespace {

tensorflow/lite/kernels/cpu_backend_context.h

@@ -20,6 +20,7 @@ limitations under the License.
 
 #include "public/gemmlowp.h"
 #include "ruy/context.h"  // from @ruy
+#include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/external_cpu_backend_context.h"
 
 namespace tflite {

tensorflow/lite/kernels/cpu_backend_gemm.h

@@ -18,6 +18,7 @@ limitations under the License.
 
 #include <cstdint>
 
+#include "ruy/profiler/instrumentation.h"  // from @ruy
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_custom_gemv.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"

tensorflow/lite/kernels/cpu_backend_gemm_custom_gemv.h

@@ -32,6 +32,9 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_CPU_BACKEND_GEMM_CUSTOM_GEMV_H_
 #define TENSORFLOW_LITE_KERNELS_CPU_BACKEND_GEMM_CUSTOM_GEMV_H_
 
+#include <stdint.h>
+
+#include <algorithm>
 #include <type_traits>
 #include <vector>
 
@@ -40,6 +43,8 @@ limitations under the License.
 #include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
 #include "tensorflow/lite/kernels/cpu_backend_threadpool.h"
 #include "tensorflow/lite/kernels/internal/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 
 namespace tflite {
 namespace cpu_backend_gemm {

tensorflow/lite/kernels/cpu_backend_gemm_gemmlowp.h

@@ -16,13 +16,15 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_CPU_BACKEND_GEMM_GEMMLOWP_H_
 #define TENSORFLOW_LITE_KERNELS_CPU_BACKEND_GEMM_GEMMLOWP_H_
 
+#include <tuple>
+
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #ifndef TFLITE_WITH_RUY_ONLY
 
 #include <cstdint>
 #include <type_traits>
 
 #include "public/gemmlowp.h"
-#include "ruy/ruy.h"  // from @ruy
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_ruy.h"

tensorflow/lite/kernels/cpu_backend_gemm_ruy.h

@@ -17,10 +17,10 @@ limitations under the License.
 #define TENSORFLOW_LITE_KERNELS_CPU_BACKEND_GEMM_RUY_H_
 
 #include "ruy/matrix.h"  // from @ruy
-#include "ruy/path.h"  // from @ruy
 #include "ruy/ruy.h"  // from @ruy
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 
 namespace tflite {
 namespace cpu_backend_gemm {

tensorflow/lite/kernels/cpu_backend_gemm_test.cc

@@ -15,19 +15,26 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/cpu_backend_gemm.h"
 
+#include <math.h>
+#include <stdint.h>
+#include <stdlib.h>
+
 #include <algorithm>
-#include <cstdarg>
+#include <iterator>
 #include <limits>
 #include <random>
 #include <sstream>
 #include <string>
 #include <tuple>
 #include <type_traits>
+#include <vector>
 
 #include <gtest/gtest.h>
+#include "ruy/matrix.h"  // from @ruy
 #include "ruy/reference_mul.h"  // from @ruy
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
+#include "tensorflow/lite/kernels/cpu_backend_gemm_ruy.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/cpu_backend_threadpool_test.cc

@@ -15,6 +15,8 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/cpu_backend_threadpool.h"
 
+#include <vector>
+
 #include <gtest/gtest.h>
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 

tensorflow/lite/kernels/custom_ops_register.h

@@ -15,7 +15,7 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_CUSTOM_OPS_REGISTER_H_
 #define TENSORFLOW_LITE_KERNELS_CUSTOM_OPS_REGISTER_H_
 
-#include "tensorflow/lite/context.h"
+#include "tensorflow/lite/c/common.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/densify.cc

@@ -14,16 +14,13 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/internal/reference/densify.h"
 
-#include <string.h>
+#include <stddef.h>
 
 #include <cstdint>
-#include <vector>
 
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/densify_test.cc

@@ -14,18 +14,16 @@ limitations under the License.
 ==============================================================================*/
 #include <cstdint>
 #include <initializer_list>
+#include <memory>
+#include <vector>
 
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
-#include "third_party/eigen3/Eigen/Core"
 #include "tensorflow/lite/c/common.h"
-#include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/types.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
 #include "tensorflow/lite/schema/schema_generated.h"
-#include "tensorflow/lite/tools/optimize/sparsity/format_converter.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/depth_to_space.cc

@@ -12,13 +12,16 @@ 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 <stdint.h>
+
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/depth_to_space_test.cc

@@ -12,11 +12,16 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/depthwise_conv.cc

@@ -15,27 +15,28 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv.h"
 
-#include <cassert>
+#include <stddef.h>
-#include <cmath>
+#include <stdint.h>
-#include <cstdio>
+
-#include <cstdlib>
+#include <vector>
-#include <iostream>
-#include <limits>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/depthwiseconv_multithread.h"
 #include "tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv_hybrid.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"
 #include "tensorflow/lite/kernels/internal/reference/depthwiseconv_float.h"
 #include "tensorflow/lite/kernels/internal/reference/depthwiseconv_uint8.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/depthwise_conv.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/internal/tensor_utils.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 #include "tensorflow/lite/kernels/padding.h"
 
 namespace tflite {

tensorflow/lite/kernels/depthwise_conv_hybrid_test.cc

@@ -12,18 +12,25 @@ 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 <cstdarg>
+#include <stddef.h>
+
 #include <cstdint>
 #include <initializer_list>
-#include <random>
+#include <map>
+#include <memory>
+#include <string>
+#include <vector>
 
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
+#include "tensorflow/lite/core/api/op_resolver.h"
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/test_util.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/depthwise_conv_test.cc

@@ -12,17 +12,25 @@ 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 <cstdarg>
+#include <stddef.h>
+
 #include <cstdint>
 #include <initializer_list>
+#include <map>
+#include <memory>
+#include <string>
+#include <vector>
 
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
+#include "tensorflow/lite/core/api/op_resolver.h"
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/test_util.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/dequantize.cc

@@ -14,15 +14,11 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/dequantize.h"
 
-#include <string.h>
+#include <stddef.h>
 
-#include <cstdint>
-#include <vector>
-
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/dequantize.h

@@ -15,16 +15,17 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_DEQUANTIZE_H_
 #define TENSORFLOW_LITE_KERNELS_DEQUANTIZE_H_
 
+#include <stdint.h>
+
 #include "third_party/eigen3/Eigen/Core"
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
+#include "tensorflow/lite/kernels/internal/reference/dequantize.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/dequantize.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
-#include "tensorflow/lite/kernels/kernel_util.h"
+#include "tensorflow/lite/kernels/internal/types.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/dequantize_test.cc

@@ -13,15 +13,20 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 #include <cstdint>
+#include <initializer_list>
+#include <memory>
+#include <vector>
 
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
 #include "third_party/eigen3/Eigen/Core"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
+#include "tensorflow/lite/core/api/op_resolver.h"
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/types.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/detection_postprocess.cc

@@ -12,19 +12,23 @@ 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 <string.h>
+#include <math.h>
+#include <stddef.h>
+#include <stdint.h>
 
+#include <algorithm>
+#include <initializer_list>
 #include <numeric>
 #include <vector>
 
 #include "flatbuffers/flexbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/detection_postprocess_test.cc

@@ -12,16 +12,17 @@ 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 <functional>
+#include <stdint.h>
-#include <memory>
+
+#include <initializer_list>
 #include <vector>
 
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "flatbuffers/flexbuffers.h"  // from @flatbuffers
 #include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/div.cc

@@ -12,15 +12,22 @@ 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 <stddef.h>
+#include <stdint.h>
+
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"
+#include "tensorflow/lite/kernels/internal/reference/process_broadcast_shapes.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/div_test.cc

@@ -12,11 +12,15 @@ 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 <stdint.h>
+
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/eigen_support.cc

@@ -14,9 +14,12 @@ limitations under the License.
 ==============================================================================*/
 #include "tensorflow/lite/kernels/eigen_support.h"
 
+#include <functional>
+#include <memory>
 #include <utility>
 
 #include "tensorflow/lite/arena_planner.h"
+#include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/eigen_spatial_convolutions.h"
 #include "tensorflow/lite/kernels/op_macros.h"
 

tensorflow/lite/kernels/eigen_support_test.cc

@@ -15,9 +15,10 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/eigen_support.h"
 
-#include <string>
+#include <utility>
 
 #include <gtest/gtest.h>
+#include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/eigen_spatial_convolutions.h"
 
 namespace tflite {

tensorflow/lite/kernels/elementwise.cc

@@ -13,11 +13,15 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <stdint.h>
+#include <stdlib.h>
+
 #include <cmath>
 
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
 
 namespace tflite {

tensorflow/lite/kernels/elementwise_test.cc

@@ -13,11 +13,13 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <initializer_list>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/embedding_lookup.cc

@@ -29,19 +29,13 @@ limitations under the License.
 //   When indices are out of bound, the ops will not succeed.
 //
 
-#include <cassert>
+#include <stdint.h>
-#include <cmath>
+
-#include <cstdio>
+#include <cstring>
-#include <cstdlib>
-#include <cstring>
-#include <iostream>
-#include <limits>
 
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/embedding_lookup_sparse.cc

@@ -62,6 +62,8 @@ limitations under the License.
 //
 //   When indices are out of bound, the op will not succeed.
 
+#include <stdint.h>
+
 #include <algorithm>
 #include <cmath>
 
@@ -70,7 +72,6 @@ limitations under the License.
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/internal/tensor_utils.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/embedding_lookup_sparse_test.cc

@@ -15,15 +15,18 @@ limitations under the License.
 // Unit test for TFLite sparse lookup op.
 
 #include <cmath>
+#include <functional>
+#include <initializer_list>
+#include <memory>
 #include <vector>
 
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/embedding_lookup_test.cc

@@ -14,17 +14,20 @@ License.
 ==============================================================================*/
 // Unit test for TFLite Lookup op.
 
+#include <stdint.h>
+
+#include <functional>
 #include <initializer_list>
-#include <iomanip>
+#include <memory>
 #include <vector>
 
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
-#include "tensorflow/lite/kernels/register.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/exp.cc

@@ -12,16 +12,11 @@ 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 <string.h>
-
-#include <vector>
-
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/exp_test.cc

@@ -12,11 +12,16 @@ 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 <math.h>
+
+#include <initializer_list>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/expand_dims.cc

@@ -1,4 +1,5 @@
 
+#include <stdint.h>
 /* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
 
 Licensed under the Apache License, Version 2.0 (the "License");
@@ -15,14 +16,11 @@ limitations under the License.
 ==============================================================================*/
 #include <string.h>
 
-#include <vector>
-
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/expand_dims_test.cc

@@ -1,4 +1,3 @@
-
 /* Copyright 2017 The TensorFlow Authors. All Rights Reserved.
 
 Licensed under the Apache License, Version 2.0 (the "License");
@@ -13,12 +12,17 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <string>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/c/builtin_op_data.h"
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/fake_quant.cc

@@ -12,16 +12,13 @@ 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 <string.h>
-
-#include <vector>
-
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/fake_quant_test.cc

@@ -12,11 +12,14 @@ 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 <initializer_list>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/fill.cc

@@ -13,12 +13,14 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
-#include "tensorflow/lite/c/builtin_op_data.h"
+#include <stdint.h>
+
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
+#include "tensorflow/lite/string_util.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/fill_test.cc

@@ -12,11 +12,17 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <string>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/floor.cc

@@ -18,6 +18,7 @@ limitations under the License.
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
 
 namespace tflite {

tensorflow/lite/kernels/floor_div.cc

@@ -12,11 +12,18 @@ 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 <math.h>
+#include <stddef.h>
+#include <stdint.h>
+
+#include <functional>
+
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/reference/binary_function.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/floor_div_test.cc

@@ -12,11 +12,14 @@ 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 <stdint.h>
+
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/floor_mod.cc

@@ -12,14 +12,15 @@ 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 <functional>
+#include <stddef.h>
-#include <type_traits>
+#include <stdint.h>
 
 #include "tensorflow/lite/c/common.h"
+#include "tensorflow/lite/kernels/internal/reference/binary_function.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 // TODO(b/117523611): We should factor out a binary_op and put binary ops there.
 namespace tflite {

tensorflow/lite/kernels/floor_mod_test.cc

@@ -12,11 +12,14 @@ 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 <stdint.h>
+
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/floor_test.cc

@@ -13,11 +13,13 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <initializer_list>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/fully_connected.cc

@@ -22,7 +22,6 @@ limitations under the License.
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
-#include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/optimized/sparse_ops/fully_connected.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"

tensorflow/lite/kernels/fully_connected_test.cc

@@ -16,19 +16,28 @@ limitations under the License.
 
 #include "tensorflow/lite/kernels/fully_connected.h"
 
+#include <stddef.h>
+#include <stdint.h>
+
+#include <algorithm>
 #include <initializer_list>
-#include <iomanip>
+#include <limits>
+#include <map>
+#include <memory>
 #include <random>
+#include <string>
 #include <vector>
 
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "absl/memory/memory.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
+#include "tensorflow/lite/core/api/op_resolver.h"
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/tensor_utils.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/gather.cc

@@ -12,14 +12,16 @@ 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 <string.h>
+#include <stdint.h>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
+#include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 #include "tensorflow/lite/string_util.h"
 
 namespace tflite {

tensorflow/lite/kernels/gather_nd.cc

@@ -12,12 +12,14 @@ 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/c/builtin_op_data.h"
+#include <stdint.h>
+
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
+#include "tensorflow/lite/kernels/internal/reference/reference_ops.h"
 #include "tensorflow/lite/kernels/internal/tensor.h"
+#include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 
 namespace tflite {
 namespace ops {

tensorflow/lite/kernels/gather_nd_test.cc

@@ -12,13 +12,18 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <string>
+#include <vector>
+
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/c/builtin_op_data.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/gather_test.cc

@@ -12,12 +12,18 @@ 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 <stdint.h>
+
+#include <initializer_list>
+#include <string>
+#include <vector>
+
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
-#include "tensorflow/lite/c/builtin_op_data.h"
+#include "flatbuffers/flatbuffers.h"  // from @flatbuffers
-#include "tensorflow/lite/interpreter.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 
 namespace tflite {
 namespace {

tensorflow/lite/kernels/hashtable/BUILD

@@ -25,7 +25,6 @@ cc_library(
         "//tensorflow/lite/core/api",
         "//tensorflow/lite/experimental/resource",
         "//tensorflow/lite/kernels:kernel_util",
-        "//tensorflow/lite/kernels:op_macros",
         "//tensorflow/lite/kernels/internal:tensor",
         "//tensorflow/lite/schema:schema_fbs",
         "@flatbuffers",
@@ -49,6 +48,7 @@ cc_test(
         "//tensorflow/lite/testing:util",
         "@com_google_absl//absl/memory",
         "@com_google_absl//absl/strings",
+        "@com_google_googletest//:gtest",
         "@flatbuffers",
     ],
 )

tensorflow/lite/kernels/hashtable_lookup.cc

@@ -31,18 +31,13 @@ limitations under the License.
 //   Each item indicates whether the corresponding lookup has a returned value.
 //   0 for missing key, 1 for found key.
 
-#include <cassert>
+#include <stdint.h>
-#include <cmath>
+
-#include <cstdio>
 #include <cstdlib>
 #include <cstring>
-#include <iostream>
-#include <limits>
 
-#include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/op_macros.h"
 #include "tensorflow/lite/string_util.h"
 
 namespace tflite {

tensorflow/lite/kernels/hashtable_lookup_test.cc

@@ -14,16 +14,21 @@ limitations under the License.
 ==============================================================================*/
 // Unit test for TFLite Lookup op.
 
-#include <iomanip>
+#include <stdint.h>
+
+#include <functional>
+#include <initializer_list>
+#include <memory>
+#include <string>
 #include <vector>
 
 #include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/internal/tensor_ctypes.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/string_type.h"
 #include "tensorflow/lite/string_util.h"
 
 namespace tflite {

tensorflow/lite/kernels/if.cc

@@ -13,7 +13,11 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <stddef.h>
+
 #include <cstring>
+#include <memory>
+#include <vector>
 
 #include "tensorflow/lite/c/builtin_op_data.h"
 #include "tensorflow/lite/c/common.h"

tensorflow/lite/kernels/if_test.cc

@@ -13,14 +13,15 @@ See the License for the specific language governing permissions and
 limitations under the License.
 ==============================================================================*/
 
+#include <stdint.h>
+
+#include <memory>
+#include <vector>
+
 #include <gtest/gtest.h>
-#include "flatbuffers/flexbuffers.h"  // from @flatbuffers
 #include "tensorflow/lite/interpreter.h"
 #include "tensorflow/lite/kernels/kernel_util.h"
-#include "tensorflow/lite/kernels/register.h"
 #include "tensorflow/lite/kernels/subgraph_test_util.h"
-#include "tensorflow/lite/kernels/test_util.h"
-#include "tensorflow/lite/model.h"
 
 namespace tflite {
 

tensorflow/lite/kernels/internal/optimized/im2col_utils.h

@@ -15,6 +15,8 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_IM2COL_UTILS_H_
 #define TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_IM2COL_UTILS_H_
 
+#include <cassert>
+
 #include "ruy/profiler/instrumentation.h"  // from @ruy
 #include "tensorflow/lite/kernels/internal/types.h"
 

tensorflow/lite/kernels/internal/optimized/integer_ops/add.h

@@ -15,9 +15,14 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_ADD_H_
 #define TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_ADD_H_
 
+#include <algorithm>
+
+#include "fixedpoint/fixedpoint.h"
 #include "ruy/profiler/instrumentation.h"  // from @ruy
 #include "tensorflow/lite/kernels/internal/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/add.h"
 #include "tensorflow/lite/kernels/internal/types.h"

tensorflow/lite/kernels/internal/optimized/integer_ops/conv.h

@@ -20,6 +20,7 @@ limitations under the License.
 #include "tensorflow/lite/kernels/cpu_backend_gemm.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
 #include "tensorflow/lite/kernels/internal/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/im2col_utils.h"
 #include "tensorflow/lite/kernels/internal/types.h"
 

tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv.h

@@ -15,13 +15,20 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_DEPTHWISE_CONV_H_
 #define TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_DEPTHWISE_CONV_H_
 
+#include <string.h>
+
+#include <algorithm>
+#include <vector>
+
 #include "ruy/profiler/instrumentation.h"  // from @ruy
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/cpu_backend_threadpool.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/depthwiseconv_3x3_filter_common.h"
 #include "tensorflow/lite/kernels/internal/optimized/depthwiseconv_uint8_3x3_filter.h"
 #include "tensorflow/lite/kernels/internal/optimized/integer_ops/depthwise_conv_3x3_filter.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/depthwiseconv_uint8.h"
 #include "tensorflow/lite/kernels/internal/types.h"

tensorflow/lite/kernels/internal/optimized/integer_ops/fully_connected.h

@@ -18,9 +18,11 @@ limitations under the License.
 #include "ruy/profiler/instrumentation.h"  // from @ruy
 #include "tensorflow/lite/kernels/cpu_backend_context.h"
 #include "tensorflow/lite/kernels/cpu_backend_gemm.h"
-#include "tensorflow/lite/kernels/cpu_backend_threadpool.h"
+#include "tensorflow/lite/kernels/cpu_backend_gemm_params.h"
 #include "tensorflow/lite/kernels/internal/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/fully_connected.h"
+#include "tensorflow/lite/kernels/internal/types.h"
 
 namespace tflite {
 namespace optimized_integer_ops {

tensorflow/lite/kernels/internal/optimized/integer_ops/mul.h

@@ -15,9 +15,14 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_MUL_H_
 #define TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_MUL_H_
 
+#include <algorithm>
+
+#include "fixedpoint/fixedpoint.h"
 #include "ruy/profiler/instrumentation.h"  // from @ruy
 #include "tensorflow/lite/kernels/internal/common.h"
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/optimized_ops.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/mul.h"
 #include "tensorflow/lite/kernels/internal/types.h"

tensorflow/lite/kernels/internal/optimized/integer_ops/pooling.h

@@ -15,23 +15,16 @@ limitations under the License.
 #ifndef TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_POOLING_H_
 #define TENSORFLOW_LITE_KERNELS_INTERNAL_OPTIMIZED_INTEGER_OPS_POOLING_H_
 
-#include <assert.h>
+#include <string.h>
-#include <stdint.h>
-#include <sys/types.h>
 
 #include <algorithm>
-#include <cmath>
-#include <cstdint>
-#include <limits>
-#include <memory>
-#include <tuple>
-#include <type_traits>
 
-#include "fixedpoint/fixedpoint.h"
 #include "ruy/profiler/instrumentation.h"  // from @ruy
+#include "tensorflow/lite/kernels/internal/compatibility.h"
 #include "tensorflow/lite/kernels/internal/cppmath.h"
 #include "tensorflow/lite/kernels/internal/optimized/cpu_check.h"
 #include "tensorflow/lite/kernels/internal/optimized/im2col_utils.h"
+#include "tensorflow/lite/kernels/internal/optimized/neon_check.h"
 #include "tensorflow/lite/kernels/internal/quantization_util.h"
 #include "tensorflow/lite/kernels/internal/reference/integer_ops/pooling.h"
 #include "tensorflow/lite/kernels/internal/reference/reference_ops.h"

tensorflow/lite/kernels/internal/per_channel_dequantize_test.cc

@@ -15,6 +15,7 @@ limitations under the License.
 #include <cstdint>
 #include <vector>
 
+#include <gmock/gmock.h>
 #include <gtest/gtest.h>
 #include "tensorflow/lite/kernels/internal/reference/dequantize.h"
 #include "tensorflow/lite/kernels/internal/types.h"