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/external/libtextclassifier/utils/
Dtflite-model-executor.cc23 namespace tflite { namespace
61 void RegisterSelectedOps(tflite::MutableOpResolver* resolver) { in RegisterSelectedOps()
62 resolver->AddBuiltin(tflite::BuiltinOperator_ADD, in RegisterSelectedOps()
63 tflite::ops::builtin::Register_ADD(), in RegisterSelectedOps()
66 resolver->AddBuiltin(tflite::BuiltinOperator_CONCATENATION, in RegisterSelectedOps()
67 tflite::ops::builtin::Register_CONCATENATION(), in RegisterSelectedOps()
70 resolver->AddBuiltin(tflite::BuiltinOperator_CONV_2D, in RegisterSelectedOps()
71 tflite::ops::builtin::Register_CONV_2D(), in RegisterSelectedOps()
74 resolver->AddBuiltin(tflite::BuiltinOperator_FULLY_CONNECTED, in RegisterSelectedOps()
75 tflite::ops::builtin::Register_FULLY_CONNECTED(), in RegisterSelectedOps()
[all …]
Dtflite-model-executor.h34 std::unique_ptr<tflite::OpResolver> BuildOpResolver();
35 std::unique_ptr<const tflite::FlatBufferModel> TfLiteModelFromModelSpec(
36 const tflite::Model*);
37 std::unique_ptr<const tflite::FlatBufferModel> TfLiteModelFromBuffer(
44 const tflite::Model* model_spec) { in FromModelSpec()
65 std::unique_ptr<tflite::Interpreter> CreateInterpreter() const;
69 tflite::Interpreter* interpreter) const { in SetInput()
76 tflite::Interpreter* interpreter) const { in SetInput()
83 tflite::Interpreter* interpreter) const { in SetInput()
115 const tflite::Interpreter* interpreter) const { in OutputView()
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/external/tensorflow/tensorflow/lite/toco/tflite/
Dtypes.cc20 namespace tflite { namespace
27 ::tflite::DynamicBuffer dyn_buffer; in CopyStringToBuffer()
59 void CopyStringFromBuffer(const ::tflite::Buffer& buffer, Array* array) { in CopyStringFromBuffer()
63 int32_t num_strings = ::tflite::GetStringCount(src_data); in CopyStringFromBuffer()
65 ::tflite::StringRef str_ref = ::tflite::GetString(src_data, i); in CopyStringFromBuffer()
72 void CopyBuffer(const ::tflite::Buffer& buffer, Array* array) { in CopyBuffer()
87 ::tflite::TensorType DataType::Serialize(ArrayDataType array_data_type) { in Serialize()
90 return ::tflite::TensorType_FLOAT32; in Serialize()
92 return ::tflite::TensorType_INT16; in Serialize()
94 return ::tflite::TensorType_INT32; in Serialize()
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Dimport_test.cc25 namespace tflite { namespace
40 Offset<Vector<Offset<::tflite::Buffer>>> BuildBuffers() { in BuildBuffers()
41 auto buf0 = ::tflite::CreateBuffer(builder_, CreateDataVector<float>({})); in BuildBuffers()
42 auto buf1 = ::tflite::CreateBuffer( in BuildBuffers()
45 ::tflite::CreateBuffer(builder_, CreateDataVector<float>({3.0f, 4.0f})); in BuildBuffers()
47 std::vector<Offset<::tflite::Buffer>>({buf0, buf1, buf2})); in BuildBuffers()
50 Offset<Vector<Offset<::tflite::Tensor>>> BuildTensors() { in BuildTensors()
51 auto q = ::tflite::CreateQuantizationParameters( in BuildTensors()
58 ::tflite::CreateTensor(builder_, builder_.CreateVector<int>({1, 2, 2}), in BuildTensors()
59 ::tflite::TensorType_FLOAT32, 1, in BuildTensors()
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Doperator.cc36 namespace tflite { namespace
39 : public BuiltinOperator<AveragePoolOperator, ::tflite::Pool2DOptions,
40 ::tflite::BuiltinOptions_Pool2DOptions> {
50 return ::tflite::CreatePool2DOptions(*builder, padding, op.stride_width, in WriteOptions()
77 : public BuiltinOperator<ConvOperator, ::tflite::Conv2DOptions,
78 ::tflite::BuiltinOptions_Conv2DOptions> {
88 return ::tflite::CreateConv2DOptions(*builder, padding, op.stride_width, in WriteOptions()
131 ::tflite::DepthwiseConv2DOptions,
132 ::tflite::BuiltinOptions_DepthwiseConv2DOptions> {
142 return ::tflite::CreateDepthwiseConv2DOptions( in WriteOptions()
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Dtypes_test.cc24 namespace tflite { namespace
36 static const ::tflite::TensorType kUnsupportedTfLiteTypes[] = {
37 ::tflite::TensorType_FLOAT16};
60 buffer_builder.Finish(::tflite::CreateBuffer(buffer_builder, data_buffer)); in ToFlatBufferAndBack()
63 flatbuffers::GetRoot<::tflite::Tensor>(builder.GetBufferPointer()); in ToFlatBufferAndBack()
65 flatbuffers::GetRoot<::tflite::Buffer>(buffer_builder.GetBufferPointer()); in ToFlatBufferAndBack()
71 std::vector<std::pair<ArrayDataType, ::tflite::TensorType>> testdata = { in TEST()
72 {ArrayDataType::kUint8, ::tflite::TensorType_UINT8}, in TEST()
73 {ArrayDataType::kInt32, ::tflite::TensorType_INT32}, in TEST()
74 {ArrayDataType::kInt64, ::tflite::TensorType_INT64}, in TEST()
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Dexport_test.cc26 namespace tflite { namespace
159 auto* model = ::tflite::GetModel(result.data()); in ExportAndSummarizeOperators()
161 for (const ::tflite::OperatorCode* opcode : *model->operator_codes()) { in ExportAndSummarizeOperators()
162 if (opcode->builtin_code() != ::tflite::BuiltinOperator_CUSTOM) { in ExportAndSummarizeOperators()
163 names.push_back(string("builtin:") + ::tflite::EnumNameBuiltinOperator( in ExportAndSummarizeOperators()
179 auto* model = ::tflite::GetModel(result.data()); in ExportAndGetOperatorIndices()
207 0, operators[details::OperatorKey(::tflite::BuiltinOperator_ADD, "", 1)]); in TEST_F()
208 EXPECT_EQ(1, operators[details::OperatorKey(::tflite::BuiltinOperator_CONV_2D, in TEST_F()
210 EXPECT_EQ(2, operators[details::OperatorKey(::tflite::BuiltinOperator_CUSTOM, in TEST_F()
213 3, operators[details::OperatorKey(::tflite::BuiltinOperator_SUB, "", 1)]); in TEST_F()
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/external/tensorflow/tensorflow/lite/
Dnnapi_delegate.cc31 namespace tflite { namespace
115 TfLiteStatus addTensorOperands(tflite::Subgraph* subgraph, in addTensorOperands()
215 tflite::Subgraph* subgraph, ANeuralNetworksModel* nn_model, in AddOpsAndParams()
224 tflite::BuiltinOperator builtin = in AddOpsAndParams()
225 static_cast<tflite::BuiltinOperator>(registration.builtin_code); in AddOpsAndParams()
423 case tflite::BuiltinOperator_ADD: in AddOpsAndParams()
427 case tflite::BuiltinOperator_MUL: in AddOpsAndParams()
431 case tflite::BuiltinOperator_AVERAGE_POOL_2D: in AddOpsAndParams()
435 case tflite::BuiltinOperator_MAX_POOL_2D: in AddOpsAndParams()
439 case tflite::BuiltinOperator_L2_POOL_2D: in AddOpsAndParams()
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/external/tensorflow/tensorflow/contrib/lite/
Dnnapi_delegate.cc32 namespace tflite { namespace
145 TfLiteStatus addTensorOperands(tflite::Interpreter* interpreter, in addTensorOperands()
247 tflite::Interpreter* interpreter, ANeuralNetworksModel* nn_model, in AddOpsAndParams()
255 tflite::BuiltinOperator builtin = in AddOpsAndParams()
256 static_cast<tflite::BuiltinOperator>(registration.builtin_code); in AddOpsAndParams()
452 case tflite::BuiltinOperator_ADD: in AddOpsAndParams()
456 case tflite::BuiltinOperator_MUL: in AddOpsAndParams()
460 case tflite::BuiltinOperator_AVERAGE_POOL_2D: in AddOpsAndParams()
464 case tflite::BuiltinOperator_MAX_POOL_2D: in AddOpsAndParams()
468 case tflite::BuiltinOperator_L2_POOL_2D: in AddOpsAndParams()
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/external/tensorflow/tensorflow/lite/experimental/micro/examples/micro_speech/
Drecognize_commands_test.cc24 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
25 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
56 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
57 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
76 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
77 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
81 TfLiteTensor results = tflite::testing::CreateQuantizedTensor( in TF_LITE_MICRO_TEST()
82 {255, 0, 0, 0}, tflite::testing::IntArrayFromInitializer({2, 1, 4}), in TF_LITE_MICRO_TEST()
94 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
95 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
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/external/tensorflow/tensorflow/lite/g3doc/guide/
Dhosted_models.md26 Mobilenet_V1_0.25_128_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
27 Mobilenet_V1_0.25_160_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
28 Mobilenet_V1_0.25_192_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
29 Mobilenet_V1_0.25_224_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
30 Mobilenet_V1_0.50_128_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
31 Mobilenet_V1_0.50_160_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
32 Mobilenet_V1_0.50_192_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
33 Mobilenet_V1_0.50_224_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
34 Mobilenet_V1_0.75_128_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
35 Mobilenet_V1_0.75_160_quant | [paper](https://arxiv.org/pdf/1712.05877.pdf), [tflite&pb](http://dow…
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/external/tensorflow/tensorflow/lite/python/optimize/
Dcalibration_wrapper.cc43 namespace tflite { namespace
50 std::unique_ptr<tflite::ModelT> CreateMutableModel(const tflite::Model& model) { in CreateMutableModel()
51 std::unique_ptr<tflite::ModelT> copied_model = in CreateMutableModel()
52 absl::make_unique<tflite::ModelT>(); in CreateMutableModel()
60 std::unique_ptr<tflite::Interpreter> interpreter, in CalibrationWrapper()
61 std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver, in CalibrationWrapper()
62 std::unique_ptr<tflite::interpreter_wrapper::PythonErrorReporter> in CalibrationWrapper()
64 std::unique_ptr<tflite::FlatBufferModel> model, in CalibrationWrapper()
65 std::unique_ptr<tflite::optimize::calibration::CalibrationReader> reader) in CalibrationWrapper()
165 auto status = tflite::optimize::QuantizeModel(&builder, tflite_model.get(), in QuantizeModel()
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Dcalibration_wrapper.h30 namespace tflite {
68 std::unique_ptr<tflite::Interpreter> interpreter,
69 std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver,
70 std::unique_ptr<tflite::interpreter_wrapper::PythonErrorReporter>
72 std::unique_ptr<tflite::FlatBufferModel> model,
73 std::unique_ptr<tflite::optimize::calibration::CalibrationReader> reader);
79 std::unique_ptr<tflite::Interpreter> interpreter_;
80 std::unique_ptr<tflite::interpreter_wrapper::PythonErrorReporter>
82 std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver_;
83 std::unique_ptr<tflite::FlatBufferModel> model_;
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/external/tensorflow/tensorflow/lite/experimental/micro/examples/micro_speech/micro_features/
Dfilterbank_test.cc51 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
52 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
63 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
64 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
75 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
76 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
93 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
94 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
111 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
112 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
[all …]
Dwindow_test.cc46 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
47 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
66 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
67 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
86 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
87 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
110 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
111 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
127 tflite::MicroErrorReporter micro_error_reporter; in TF_LITE_MICRO_TEST()
128 tflite::ErrorReporter* error_reporter = &micro_error_reporter; in TF_LITE_MICRO_TEST()
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/external/tensorflow/tensorflow/lite/java/src/main/native/
Dnativeinterpreterwrapper_jni.cc19 tflite::Interpreter* convertLongToInterpreter(JNIEnv* env, jlong handle) { in convertLongToInterpreter()
25 return reinterpret_cast<tflite::Interpreter*>(handle); in convertLongToInterpreter()
28 tflite::FlatBufferModel* convertLongToModel(JNIEnv* env, jlong handle) { in convertLongToModel()
34 return reinterpret_cast<tflite::FlatBufferModel*>(handle); in convertLongToModel()
127 return tflite::VerifyModelBuffer(verifier); in VerifyModel()
136 tflite::Interpreter* interpreter = convertLongToInterpreter(env, handle); in Java_org_tensorflow_lite_NativeInterpreterWrapper_getInputNames()
158 tflite::Interpreter* interpreter = convertLongToInterpreter(env, handle); in Java_org_tensorflow_lite_NativeInterpreterWrapper_allocateTensors()
176 tflite::Interpreter* interpreter = convertLongToInterpreter(env, handle); in Java_org_tensorflow_lite_NativeInterpreterWrapper_getInputTensorIndex()
184 tflite::Interpreter* interpreter = convertLongToInterpreter(env, handle); in Java_org_tensorflow_lite_NativeInterpreterWrapper_getOutputTensorIndex()
193 tflite::Interpreter* interpreter = convertLongToInterpreter(env, handle); in Java_org_tensorflow_lite_NativeInterpreterWrapper_getInputCount()
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/external/tensorflow/tensorflow/lite/kernels/
Dmirror_pad_test.cc21 namespace tflite { namespace
32 const tflite::MirrorPadMode mode) { in BaseMirrorPadOpModel()
55 {TensorType_INT32, {}}, tflite::MirrorPadMode_REFLECT); in TEST()
65 {TensorType_INT32, {}}, tflite::MirrorPadMode_REFLECT); in TEST()
76 {TensorType_INT32, {}}, tflite::MirrorPadMode_REFLECT); in TEST()
87 {TensorType_INT32, {}}, tflite::MirrorPadMode_SYMMETRIC); in TEST()
98 {TensorType_INT32, {}}, tflite::MirrorPadMode_SYMMETRIC); in TEST()
109 {TensorType_INT32, {}}, tflite::MirrorPadMode_SYMMETRIC); in TEST()
121 {TensorType_INT32, {}}, tflite::MirrorPadMode_REFLECT); in TEST()
133 {TensorType_INT32, {}}, tflite::MirrorPadMode_SYMMETRIC); in TEST()
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/external/tensorflow/tensorflow/lite/experimental/micro/
Dsimple_tensor_allocator_test.cc20 namespace tflite { namespace
101 tflite::SimpleTensorAllocator allocator(arena, arena_size); in TF_LITE_MICRO_TEST()
103 const tflite::Tensor* tensor = tflite::Create1dTensor(100); in TF_LITE_MICRO_TEST()
104 const flatbuffers::Vector<flatbuffers::Offset<tflite::Buffer>>* buffers = in TF_LITE_MICRO_TEST()
105 tflite::CreateBuffers(); in TF_LITE_MICRO_TEST()
122 tflite::SimpleTensorAllocator allocator(arena, arena_size); in TF_LITE_MICRO_TEST()
124 const tflite::Tensor* tensor = tflite::Create1dTensor(2000); in TF_LITE_MICRO_TEST()
125 const flatbuffers::Vector<flatbuffers::Offset<tflite::Buffer>>* buffers = in TF_LITE_MICRO_TEST()
126 tflite::CreateBuffers(); in TF_LITE_MICRO_TEST()
138 tflite::SimpleTensorAllocator allocator(arena, arena_size); in TF_LITE_MICRO_TEST()
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Dmicro_mutable_op_resolver_test.cc20 namespace tflite { namespace
44 using tflite::BuiltinOperator_CONV_2D; in TF_LITE_MICRO_TEST()
45 using tflite::BuiltinOperator_RELU; in TF_LITE_MICRO_TEST()
46 using tflite::MicroMutableOpResolver; in TF_LITE_MICRO_TEST()
47 using tflite::OpResolver; in TF_LITE_MICRO_TEST()
49 static TfLiteRegistration r = {tflite::MockInit, tflite::MockFree, in TF_LITE_MICRO_TEST()
50 tflite::MockPrepare, tflite::MockInvoke}; in TF_LITE_MICRO_TEST()
/external/tensorflow/tensorflow/lite/experimental/writer/
Dwriter_test.cc33 std::unique_ptr<tflite::FlatBufferModel> model = in main()
34 tflite::FlatBufferModel::BuildFromFile(argv[1]); in main()
35 std::unique_ptr<tflite::Interpreter> interpreter; in main()
36 tflite::ops::builtin::BuiltinOpResolver builtin_op_resolver; in main()
37 tflite::InterpreterBuilder(*model, builtin_op_resolver)(&interpreter); in main()
38 tflite::InterpreterWriter writer(interpreter.get()); in main()
44 model = tflite::FlatBufferModel::BuildFromBuffer( in main()
46 tflite::InterpreterBuilder(*model, builtin_op_resolver)(&interpreter); in main()
Dwriter.cc32 std::unique_ptr<tflite::FlatBufferModel> model = in main()
33 tflite::FlatBufferModel::BuildFromFile(argv[1]); in main()
34 std::unique_ptr<tflite::Interpreter> interpreter; in main()
35 tflite::ops::builtin::BuiltinOpResolver builtin_op_resolver; in main()
36 tflite::InterpreterBuilder(*model, builtin_op_resolver)(&interpreter); in main()
37 tflite::InterpreterWriter writer(interpreter.get()); in main()
/external/libtextclassifier/utils/tflite/
Dtoken_encoder_test.cc30 class TokenEncoderOpModel : public tflite::SingleOpModel {
74 input_num_tokens_ = AddInput(tflite::TensorType_INT32); in TokenEncoderOpModel()
75 input_length_ = AddInput(tflite::TensorType_INT32); in TokenEncoderOpModel()
76 input_output_maxlength_ = AddInput(tflite::TensorType_INT32); in TokenEncoderOpModel()
77 input_attributes_int32_ = AddInput(tflite::TensorType_INT32); in TokenEncoderOpModel()
78 input_attributes_float_ = AddInput(tflite::TensorType_FLOAT32); in TokenEncoderOpModel()
80 output_positions_ = AddOutput(tflite::TensorType_INT32); in TokenEncoderOpModel()
81 output_length_ = AddOutput(tflite::TensorType_INT32); in TokenEncoderOpModel()
82 output_attributes_int32_ = AddOutput(tflite::TensorType_INT32); in TokenEncoderOpModel()
83 output_attributes_float_ = AddOutput(tflite::TensorType_FLOAT32); in TokenEncoderOpModel()
[all …]
Dtext_encoder_test.cc38 class TextEncoderOpModel : public tflite::SingleOpModel {
87 input_string_ = AddInput(tflite::TensorType_STRING); in TextEncoderOpModel()
88 input_length_ = AddInput(tflite::TensorType_INT32); in TextEncoderOpModel()
89 input_output_maxlength_ = AddInput(tflite::TensorType_INT32); in TextEncoderOpModel()
90 input_attributes_int32_ = AddInput(tflite::TensorType_INT32); in TextEncoderOpModel()
91 input_attributes_float_ = AddInput(tflite::TensorType_FLOAT32); in TextEncoderOpModel()
93 output_encoding_ = AddOutput(tflite::TensorType_INT32); in TextEncoderOpModel()
94 output_positions_ = AddOutput(tflite::TensorType_INT32); in TextEncoderOpModel()
95 output_length_ = AddOutput(tflite::TensorType_INT32); in TextEncoderOpModel()
96 output_attributes_int32_ = AddOutput(tflite::TensorType_INT32); in TextEncoderOpModel()
[all …]
/external/tensorflow/tensorflow/lite/java/ovic/src/main/java/org/tensorflow/ovic/
DOvicDetector.java38 private Interpreter tflite; field in OvicDetector
64 tflite = new Interpreter(model, new Interpreter.Options().setNumThreads(1)); in OvicDetector()
65 inputDims = TestHelper.getInputDims(tflite, 0); in OvicDetector()
66 if (TestHelper.getInputDataType(tflite, 0).equals("float")) { in OvicDetector()
127 if (tflite == null) { in detectByteBuffer()
132 tflite.runForMultipleInputsOutputs(inputArray, outputMap); in detectByteBuffer()
160 if (tflite == null) { in getLastNativeInferenceLatencyMilliseconds()
163 Long latency = tflite.getLastNativeInferenceDurationNanoseconds(); in getLastNativeInferenceLatencyMilliseconds()
178 tflite.close(); in close()
179 tflite = null; in close()
/external/tensorflow/tensorflow/lite/python/interpreter_wrapper/
Dinterpreter_wrapper.h30 namespace tflite {
80 std::unique_ptr<tflite::FlatBufferModel> model,
85 std::unique_ptr<tflite::FlatBufferModel> model,
87 std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver,
88 std::unique_ptr<tflite::Interpreter> interpreter);
98 const std::unique_ptr<tflite::FlatBufferModel> model_;
100 const std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver_;
101 const std::unique_ptr<tflite::Interpreter> interpreter_;

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