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/aosp_15_r20/external/pytorch/test/quantization/eager/
H A Dtest_quantize_eager_ptq.py136 # quantize the reference model
251 # quantize the reference model
308 model = ModelWithFunctionals()
311 self.checkScriptable(model, [[x]], check_save_load=True)
313 model.qconfig = torch.ao.quantization.get_default_qat_qconfig('fbgemm')
314 model = prepare_qat(model)
316 model.qconfig = torch.ao.quantization.get_default_qconfig('qnnpack')
317 model = prepare(model)
319 self.checkNoPrepModules(model)
320 self.checkObservers(model)
[all …]
H A Dtest_fuse_eager.py46 model = ModelForFusion(default_qat_qconfig).train()
48 model = fuse_modules_qat(model, ['conv1', 'bn1', 'relu1'])
49 model = fuse_modules_qat(model, ['sub1.conv', 'sub1.bn'])
50 self.assertEqual(type(model.conv1), nni.ConvBnReLU2d,
52 self.assertEqual(type(model.bn1), torch.nn.Identity,
54 self.assertEqual(type(model.relu1), torch.nn.Identity,
57 self.assertEqual(type(model.sub1.conv), nni.ConvBn2d,
59 self.assertEqual(type(model.sub1.bn), torch.nn.Identity,
61 self.assertEqual(type(model.sub2.conv), torch.nn.Conv2d,
63 self.assertEqual(type(model.sub2.relu), torch.nn.ReLU,
[all …]
/aosp_15_r20/external/tensorflow/tensorflow/lite/kernels/
H A Dcomparisons_test.cc103 ComparisonOpModel model({1, 1, 1, 4}, {1, 1, 1, 4}, TensorType_BOOL, in TEST() local
105 model.PopulateTensor<bool>(model.input1(), {true, false, true, false}); in TEST()
106 model.PopulateTensor<bool>(model.input2(), {true, true, false, false}); in TEST()
107 ASSERT_EQ(model.Invoke(), kTfLiteOk); in TEST()
109 EXPECT_THAT(model.GetOutput(), ElementsAre(true, false, false, true)); in TEST()
110 EXPECT_THAT(model.GetOutputShape(), ElementsAre(1, 1, 1, 4)); in TEST()
114 ComparisonOpModel model({1, 1, 1, 4}, {1, 1, 1, 4}, TensorType_FLOAT32, in TEST() local
116 model.PopulateTensor<float>(model.input1(), {0.1, 0.9, 0.7, 0.3}); in TEST()
117 model.PopulateTensor<float>(model.input2(), {0.1, 0.2, 0.6, 0.5}); in TEST()
118 ASSERT_EQ(model.Invoke(), kTfLiteOk); in TEST()
[all …]
H A Dselect_test.cc88 SelectOpModel model({1, 1, 1, 4}, {1, 1, 1, 4}, {1, 1, 1, 4}, in TEST() local
91 model.PopulateTensor<bool>(model.input1(), {true, false, true, false}); in TEST()
92 model.PopulateTensor<bool>(model.input2(), {false, false, false, false}); in TEST()
93 model.PopulateTensor<bool>(model.input3(), {true, true, true, true}); in TEST()
94 ASSERT_EQ(model.Invoke(), kTfLiteOk); in TEST()
96 EXPECT_THAT(model.GetOutput<bool>(), in TEST()
98 EXPECT_THAT(model.GetOutputShape(), ElementsAreArray({1, 1, 1, 4})); in TEST()
102 SelectOpModel model({1, 1, 1, 4}, {1, 1, 1, 4}, {1, 1, 1, 4}, in TEST() local
105 model.PopulateTensor<bool>(model.input1(), {true, false, true, false}); in TEST()
106 model.PopulateTensor<float>(model.input2(), {0.1, 0.2, 0.3, 0.4}); in TEST()
[all …]
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model/metalava-model/linux_glibc_common/kotlin/
Dmetalava-model.jar.rsp1 …model/src/main/java/com/android/tools/metalava/model/provider/package-info.java tools/metalava/met…
Dmetalava-model.jar ... .MF META-INF/tools__metalava__metalava-model__linux_glibc_common__metalava-model.kotlin_module com/ com/android/ com/ ...
/aosp_15_r20/external/android-nn-driver/1.3/
H A DHalPolicy.cpp20 bool HalPolicy::ConvertOperation(const Operation& operation, const Model& model, ConversionData& da… in ConvertOperation() argument
25 return ConvertElementwiseUnary(operation, model, data, UnaryOperation::Abs); in ConvertOperation()
27 return ConvertElementwiseBinary(operation, model, data, BinaryOperation::Add); in ConvertOperation()
29 return ConvertArgMinMax(operation, model, data, ArgMinMaxFunction::Max); in ConvertOperation()
31 return ConvertArgMinMax(operation, model, data, ArgMinMaxFunction::Min); in ConvertOperation()
33 return ConvertAveragePool2d(operation, model, data); in ConvertOperation()
35 return ConvertBatchToSpaceNd(operation, model, data); in ConvertOperation()
37 return ConvertCast(operation, model, data); in ConvertOperation()
39 return ConvertChannelShuffle(operation, model, data); in ConvertOperation()
41 return ConvertConcatenation(operation, model, data); in ConvertOperation()
[all …]
/aosp_15_r20/external/tensorflow/tensorflow/python/keras/
H A Dmodels.py16 """Code for model cloning, plus model-related API entries."""
41 Model = training.Model # pylint: disable=invalid-name variable
60 def _insert_ancillary_layers(model, ancillary_layers, metrics_names, new_nodes): argument
61 """Inserts ancillary layers into the model with the proper order."""
70 model._insert_layers(ancillary_layers, relevant_nodes=list(new_nodes))
79 layer_map: Map from layers in `model` to new layers.
80 tensor_map: Map from tensors in `model` to newly compute tensors.
85 # Iterated over every node in the reference model, in depth order.
129 def _clone_functional_model(model, input_tensors=None, layer_fn=_clone_layer): argument
130 """Clone a functional `Model` instance.
[all …]
/aosp_15_r20/external/android-nn-driver/1.2/
H A DHalPolicy.cpp48 bool HalPolicy::ConvertOperation(const Operation& operation, const Model& model, ConversionData& da… in ConvertOperation() argument
53 return ConvertElementwiseUnary(operation, model, data, UnaryOperation::Abs); in ConvertOperation()
55 return ConvertElementwiseBinary(operation, model, data, BinaryOperation::Add); in ConvertOperation()
57 return ConvertArgMinMax(operation, model, data, ArgMinMaxFunction::Max); in ConvertOperation()
59 return ConvertArgMinMax(operation, model, data, ArgMinMaxFunction::Min); in ConvertOperation()
61 return ConvertAveragePool2d(operation, model, data); in ConvertOperation()
63 return ConvertBatchToSpaceNd(operation, model, data); in ConvertOperation()
65 return ConvertCast(operation, model, data); in ConvertOperation()
67 return ConvertChannelShuffle(operation, model, data); in ConvertOperation()
69 return ConvertConcatenation(operation, model, data); in ConvertOperation()
[all …]
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model-psi/metalava-model-psi/linux_glibc_common/kotlin_headers/
Dmetalava-model-psi.jar ... /MANIFEST.MF META-INF/tools__metalava__metalava-model-psi__linux_glibc_common__metalava-model-psi.kotlin_module com/ ...
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model/metalava-model/linux_glibc_common/kotlin_headers/
Dmetalava-model.jar ... .MF META-INF/tools__metalava__metalava-model__linux_glibc_common__metalava-model.kotlin_module com/ com/android/ com/ ...
/aosp_15_r20/packages/modules/NeuralNetworks/tools/test_generator/tests/P_variation/
Dstdout.txt.expect12 // Generated model constructor
16 void CreateModel_none(Model *model) {
22 auto op1 = model->addOperand(&type0);
23 auto op2 = model->addOperand(&type1);
24 auto op3 = model->addOperand(&type2);
25 auto param = model->addOperand(&type3);
26 auto param1 = model->addOperand(&type3);
27 auto param2 = model->addOperand(&type3);
28 auto act = model->addOperand(&type3);
29 auto layout = model->addOperand(&type3);
[all …]
/aosp_15_r20/external/XNNPACK/bench/
H A Dqs8-gemm-e2e.cc61 state.SkipWithError("failed to create a model"); in GEMMEnd2EndBenchmark()
69 state.SkipWithError("failed to run a model"); in GEMMEnd2EndBenchmark()
83 …mm_4x8c4__aarch32_neondot_cortex_a55(benchmark::State& state, models::ExecutionPlanFactory model) { in qs8_gemm_4x8c4__aarch32_neondot_cortex_a55() argument
84 GEMMEnd2EndBenchmark(state, model, in qs8_gemm_4x8c4__aarch32_neondot_cortex_a55()
93 …qs8_gemm_4x8c4__aarch32_neondot_ld64(benchmark::State& state, models::ExecutionPlanFactory model) { in qs8_gemm_4x8c4__aarch32_neondot_ld64() argument
94 GEMMEnd2EndBenchmark(state, model, in qs8_gemm_4x8c4__aarch32_neondot_ld64()
110 …8__aarch32_neon_mlal_lane_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) { in BENCHMARK_QS8_END2END()
111 GEMMEnd2EndBenchmark(state, model, in BENCHMARK_QS8_END2END()
120 …rch32_neon_mlal_lane_prfm_cortex_a53(benchmark::State& state, models::ExecutionPlanFactory model) { in qs8_gemm_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53() argument
121 GEMMEnd2EndBenchmark(state, model, in qs8_gemm_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53()
[all …]
/aosp_15_r20/hardware/interfaces/neuralnetworks/1.0/vts/functional/
H A DValidateModel.cpp32 using PrepareModelMutation = std::function<void(Model*)>;
37 const Model& model) { in validateGetSupportedOperations() argument
41 device->getSupportedOperations(model, [&](ErrorStatus status, const hidl_vec<bool>&) { in validateGetSupportedOperations()
48 const Model& model) { in validatePrepareModel() argument
52 Return<ErrorStatus> prepareLaunchStatus = device->prepareModel(model, preparedModelCallback); in validatePrepareModel()
63 // Primary validation function. This function will take a valid model, apply a
64 // mutation to invalidate the model, then pass these to supportedOperations and
67 const Model& originalModel, const PrepareModelMutation& mutate) { in validate()
68 Model model = originalModel; in validate() local
69 mutate(&model); in validate()
[all …]
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model/metalava-model/linux_glibc_common/
Dkotlinc-build.xml2 …ibc_common__metalava-model" type="java-production" outputDir="out/soong/.intermediates/tools/metal…
8 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
9 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
10 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
11 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
12 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
13 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
14 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
15 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
16 …k-1.13.29/src/aosp_15_r20/tools/metalava/metalava-model/src/main/java/com/android/tools/metalava/m…
[all …]
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model-text/metalava-model-text/linux_glibc_common/local-javac-header/
Dmetalava-model-text.jar ... /MANIFEST.MF META-INF/tools__metalava__metalava-model-text__linux_glibc_common__metalava-model-text.kotlin_module com/ ...
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model-text/metalava-model-text/linux_glibc_common/kotlin/
Dmetalava-model-text.jar ... /MANIFEST.MF META-INF/tools__metalava__metalava-model-text__linux_glibc_common__metalava-model-text.kotlin_module com/ ...
/aosp_15_r20/out/soong/.intermediates/tools/metalava/metalava-model-text/metalava-model-text/linux_glibc_common/kotlin_headers/
Dmetalava-model-text.jar ... /MANIFEST.MF META-INF/tools__metalava__metalava-model-text__linux_glibc_common__metalava-model-text.kotlin_module com/ ...
/aosp_15_r20/packages/modules/NeuralNetworks/tools/test_generator/tests/P_naming/
Dstdout.txt.expect12 // Generated model constructor
16 void CreateModel_model_name_nhwc_act_w_as_param_float(Model *model) {
22 auto op1 = model->addOperand(&type0);
23 auto op2 = model->addOperand(&type1);
24 auto op3 = model->addOperand(&type2);
25 auto param = model->addOperand(&type3);
26 auto param1 = model->addOperand(&type3);
27 auto param2 = model->addOperand(&type3);
28 auto act = model->addOperand(&type3);
29 auto layout = model->addOperand(&type3);
[all …]
/aosp_15_r20/packages/modules/NeuralNetworks/tools/test_generator/tests/P_implicit_variation/
Dstdout.txt.expect12 // Generated model constructor
16 void CreateModel_relu(Model *model) {
22 auto op1 = model->addOperand(&type0);
23 auto op2 = model->addOperand(&type1);
24 auto op3 = model->addOperand(&type2);
25 auto param = model->addOperand(&type3);
26 auto param1 = model->addOperand(&type3);
27 auto param2 = model->addOperand(&type3);
28 auto act = model->addOperand(&type3);
29 auto layout = model->addOperand(&type3);
[all …]
/aosp_15_r20/hardware/interfaces/neuralnetworks/1.1/vts/functional/
H A DValidateModel.cpp39 using PrepareModelMutation = std::function<void(Model*, ExecutionPreference*)>;
44 const Model& model) { in validateGetSupportedOperations() argument
48 model, [&](ErrorStatus status, const hidl_vec<bool>&) { in validateGetSupportedOperations()
55 const Model& model, ExecutionPreference preference) { in validatePrepareModel() argument
60 device->prepareModel_1_1(model, preference, preparedModelCallback); in validatePrepareModel()
77 // Primary validation function. This function will take a valid model, apply a
78 // mutation to invalidate either the model or the execution preference, then
82 const Model& originalModel, const PrepareModelMutation& mutate) { in validate()
83 Model model = originalModel; in validate() local
85 mutate(&model, &preference); in validate()
[all …]
/aosp_15_r20/packages/apps/TV/libs/m2/
Dauto-common-0.10.jar ... .Object { private static final javax.lang.model.element.ElementVisitor ELEMENT_VALIDATING_VISITOR private static final javax. ...
/aosp_15_r20/external/javaparser/javaparser-symbol-solver-testing/src/test/test_sourcecode/javasymbolsolver_0_6_0/expected_output/java-symbol-solver-core/
H A Dcom_github_javaparser_symbolsolver_javaparsermodel_contexts_MethodCallExprContext.txt4 …r.javaparsermodel.JavaParserFacade.get(com.github.javaparser.symbolsolver.model.resolution.TypeSol…
7 …().getGenericParameterByName(name) ==> com.github.javaparser.symbolsolver.model.typesystem.Referen…
8 …Line 66) typeOfScope.asReferenceType() ==> com.github.javaparser.symbolsolver.model.typesystem.Typ…
16 …on.Context.solveType(java.lang.String, com.github.javaparser.symbolsolver.model.resolution.TypeSol…
17 …Line 86) ref.isSolved() ==> com.github.javaparser.symbolsolver.model.resolution.SymbolReference.is…
18 …model.declarations.TypeDeclaration, java.lang.String, java.util.List<com.github.javaparser.symbols…
19 …Line 87) ref.getCorrespondingDeclaration() ==> com.github.javaparser.symbolsolver.model.resolution…
20 …Line 88) m.isSolved() ==> com.github.javaparser.symbolsolver.model.resolution.SymbolReference.isSo…
21 …Line 89) m.getCorrespondingDeclaration() ==> com.github.javaparser.symbolsolver.model.resolution.S…
22 …itList(com.github.javaparser.symbolsolver.model.resolution.TypeSolver, com.github.javaparser.symbo…
[all …]
/aosp_15_r20/out/soong/.intermediates/external/auto/common/auto_common/linux_glibc_common/javac/
Dauto_common.jar ... () protected boolean doEquivalent (javax.lang.model.element.AnnotationMirror, javax.lang.model ...
/aosp_15_r20/out/soong/.intermediates/external/auto/common/auto_common/linux_glibc_common/local-javac-header/
Dauto_common.jar ... () protected boolean doEquivalent (javax.lang.model.element.AnnotationMirror, javax.lang.model ...

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